mirror of
https://git.openapi.site/https://github.com/desirecore/config-center.git
synced 2026-06-06 05:30:49 +08:00
533 lines
20 KiB
JavaScript
533 lines
20 KiB
JavaScript
import fs from "node:fs/promises";
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import path from "node:path";
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const ROOT = process.env.CONFIG_CENTER_ROOT || process.cwd();
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const ZENMUX_FILE = process.env.ZENMUX_FILE || "/tmp/zenmux-models.json";
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const FIELD_TABLE_DIR = path.join(ROOT, "字段取值表");
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const OUTPUT_DIR = path.join(ROOT, "outputs", "field-audit");
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const TARGET_DIRS = [
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path.join(ROOT, "compute", "providers"),
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path.join(ROOT, "compute", "coding-plans"),
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];
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const PROVIDER_OWNED_BY = {
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openai: ["openai"],
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anthropic: ["anthropic"],
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deepseek: ["deepseek"],
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google: ["google"],
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moonshot: ["moonshotai"],
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zhipu: ["z-ai"],
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"zhipu-embedding": ["z-ai"],
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dashscope: ["qwen"],
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minimax: ["minimax"],
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baidu: ["baidu"],
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tencent: ["tencent"],
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volcengine: ["bytedance", "volcengine"],
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xai: ["x-ai"],
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mistral: ["mistralai"],
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kwai: ["kuaishou"],
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lingyiwanwu: ["inclusionai"],
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siliconflow: ["qwen", "baai"],
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cohere: ["cohere"],
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perplexity: ["perplexity"],
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};
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const OFFICIAL_DOCS = {
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openai: ["https://platform.openai.com/docs/models", "https://platform.openai.com/docs/pricing"],
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anthropic: ["https://docs.anthropic.com/en/docs/about-claude/models/all-models", "https://docs.anthropic.com/en/docs/about-claude/pricing"],
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deepseek: ["https://api-docs.deepseek.com/quick_start/pricing"],
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google: ["https://ai.google.dev/gemini-api/docs/models", "https://ai.google.dev/pricing"],
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moonshot: ["https://platform.moonshot.cn/docs/guide/overview", "https://platform.moonshot.cn/docs/pricing/chat"],
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zhipu: ["https://docs.bigmodel.cn/cn/guide/models/text/", "https://www.bigmodel.cn/pricing"],
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"zhipu-embedding": ["https://docs.bigmodel.cn/cn/guide/models/embedding"],
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dashscope: ["https://help.aliyun.com/zh/model-studio/getting-started/models", "https://help.aliyun.com/zh/model-studio/pricing"],
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minimax: ["https://platform.minimax.io/docs/api-reference/api-overview", "https://platform.minimax.io/docs/guides/pricing-paygo"],
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baichuan: ["https://platform.baichuan-ai.com/docs"],
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baidu: ["https://cloud.baidu.com/doc/qianfan/"],
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tencent: ["https://cloud.tencent.com/document/product/1729"],
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volcengine: ["https://www.volcengine.com/docs/82379"],
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xai: ["https://docs.x.ai/docs/models"],
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mistral: ["https://docs.mistral.ai/getting-started/models", "https://mistral.ai/pricing"],
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cohere: ["https://docs.cohere.com/docs/models", "https://cohere.com/pricing"],
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siliconflow: ["https://www.siliconflow.com/models", "https://siliconflow.cn/pricing"],
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perplexity: ["https://docs.perplexity.ai"],
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openrouter: ["https://openrouter.ai/models"],
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xunfei: ["https://www.xfyun.cn/doc/"],
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};
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function normalize(value) {
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return String(value || "")
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.toLowerCase()
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.replace(/[._/]/g, "-")
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.replace(/[^a-z0-9-]/g, "")
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.replace(/-+/g, "-")
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.replace(/^-|-$/g, "");
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}
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function stripTail(value) {
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return value
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.replace(/-(latest|preview|exp|experimental|stable)$/g, "")
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.replace(/-\d{8}$/g, "")
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.replace(/-\d{6}$/g, "")
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.replace(/-\d{4}-\d{2}-\d{2}$/g, "");
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}
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function parseZenMuxModel(model) {
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const [vendor, ...rest] = String(model.id || "").split("/");
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const name = rest.join("/");
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const norm = normalize(name);
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return {
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id: model.id,
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vendor,
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modelName: name,
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norm,
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stripped: stripTail(norm),
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contextWindow: model.context_length,
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reasoning: model.capabilities?.reasoning,
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prompt: model.pricings?.prompt?.[0],
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completion: model.pricings?.completion?.[0],
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};
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}
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function jaccard(left, right) {
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const a = new Set(left.split("-").filter(Boolean));
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const b = new Set(right.split("-").filter(Boolean));
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let overlap = 0;
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for (const item of a) if (b.has(item)) overlap += 1;
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return overlap / (new Set([...a, ...b]).size || 1);
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}
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function matchModel(provider, modelName, zenModels) {
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const owners = PROVIDER_OWNED_BY[provider] || [provider];
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const pool = zenModels.filter((model) => owners.includes(model.vendor));
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const localNorm = normalize(modelName);
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const localStripped = stripTail(localNorm);
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const exact = pool.filter((model) => model.modelName === modelName);
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if (exact.length === 1) return { tier: "exact", matched: exact[0], candidates: exact };
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const normalized = pool.filter((model) => model.norm === localNorm);
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if (normalized.length === 1) return { tier: "normalized", matched: normalized[0], candidates: normalized };
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const stripped = pool.filter((model) => model.stripped === localStripped);
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if (stripped.length === 1) return { tier: "stripped", matched: stripped[0], candidates: stripped };
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const candidates = pool
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.map((model) => ({ model, score: jaccard(localNorm, model.norm) }))
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.filter((item) => item.score >= 0.35)
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.sort((a, b) => b.score - a.score)
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.slice(0, 5)
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.map((item) => item.model);
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if (candidates.length === 1) return { tier: "similar", matched: candidates[0], candidates };
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return { tier: candidates.length ? "ambiguous" : "none", matched: null, candidates };
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}
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function formatValue(value) {
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if (value === undefined) return "(缺省)";
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return `\`${JSON.stringify(value)}\``;
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}
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function formatList(values) {
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if (!values?.length) return "(none)";
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return values.map((value) => `\`${value}\``).join("、");
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}
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function reportFolderName(relativePath) {
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return relativePath
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.replace(/^compute\//, "")
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.replaceAll("/", "__")
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.replace(/\.json$/, "");
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}
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async function listJsonFiles() {
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const files = [];
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for (const dir of TARGET_DIRS) {
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for (const fileName of await fs.readdir(dir)) {
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if (!fileName.endsWith(".json") || fileName.startsWith("_")) continue;
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files.push(path.join(dir, fileName));
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}
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}
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return files.sort();
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}
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async function readZenMuxModels() {
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try {
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const raw = JSON.parse(await fs.readFile(ZENMUX_FILE, "utf8"));
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return (raw.data || []).map(parseZenMuxModel);
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} catch {
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return [];
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}
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}
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function buildFieldRows(doc, model, match) {
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const z = match.matched;
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return [
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{
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field: "modelName",
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current: model.modelName,
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suggested: z ? z.modelName : model.modelName,
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decision: z && ["exact", "normalized"].includes(match.tier) ? "保持" : "待确认",
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reason: z ? `ZenMux匹配(${match.tier}): ${z.id}` : "ZenMux无稳定匹配，需官方文档确认",
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},
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{
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field: "displayName",
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current: model.displayName,
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suggested: model.displayName,
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decision: "保持",
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reason: "展示字段，以本项目产品命名策略为准",
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},
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{
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field: "serviceType",
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current: model.serviceType,
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suggested: model.serviceType,
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decision: "保持",
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reason: "服务路由字段，以本项目分类约定为准",
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},
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{
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field: "contextWindow",
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current: model.contextWindow,
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suggested: z?.contextWindow ?? model.contextWindow,
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decision: typeof z?.contextWindow === "number" ? "待确认" : "待确认",
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reason: typeof z?.contextWindow === "number"
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? `ZenMux给出context_length=${z.contextWindow}，最终以官方模型规格页确认`
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: "ZenMux无context可用，需官方规格页确认",
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},
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{
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field: "maxOutputTokens",
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current: model.maxOutputTokens,
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suggested: model.maxOutputTokens,
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decision: "待确认",
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reason: "ZenMux列表未提供统一max output字段，需官方模型详情页确认",
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},
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{
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field: "inputPrice",
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current: model.inputPrice,
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suggested: model.inputPrice,
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decision: "待确认",
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reason: `当前文件币种为${doc.priceCurrency || "USD"}，价格需官方价格页确认`,
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},
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{
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field: "outputPrice",
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current: model.outputPrice,
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suggested: model.outputPrice,
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decision: "待确认",
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reason: `当前文件币种为${doc.priceCurrency || "USD"}，价格需官方价格页确认`,
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},
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{
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field: "capabilities",
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current: model.capabilities,
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suggested: model.capabilities,
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decision: "保持",
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reason: "能力标签是本项目语义字段，不直接由第三方列表覆盖",
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},
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{
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field: "defaultTemperature",
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current: model.defaultTemperature,
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suggested: model.defaultTemperature,
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decision: model.defaultTemperature === null ? "建议修改" : "保持",
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reason: model.defaultTemperature === null
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? "schema拒绝null；不支持采样参数时应省略字段"
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: "当前值与schema兼容；是否采用默认采样值需官方文档确认",
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},
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{
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field: "defaultTopP",
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current: model.defaultTopP,
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suggested: model.defaultTopP,
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decision: model.defaultTopP === null ? "建议修改" : "保持",
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reason: model.defaultTopP === null
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? "schema拒绝null；不支持采样参数时应省略字段"
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: "当前值与schema兼容；是否采用默认采样值需官方文档确认",
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},
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{
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field: "extra",
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current: model.extra,
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suggested: model.extra,
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decision: "待确认",
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reason: "扩展字段为本项目schema，需按业务含义和官方补充信息复核",
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},
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];
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}
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async function main() {
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const generatedAt = new Date().toISOString();
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const zenModels = await readZenMuxModels();
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const files = await listJsonFiles();
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await fs.mkdir(FIELD_TABLE_DIR, { recursive: true });
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await fs.mkdir(OUTPUT_DIR, { recursive: true });
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const allModels = [];
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const skipped = [];
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const pendingByProvider = new Map();
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const fieldIndex = [];
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const nullSampling = [];
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for (const absolutePath of files) {
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const relativePath = path.relative(ROOT, absolutePath);
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const doc = JSON.parse(await fs.readFile(absolutePath, "utf8"));
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const provider = doc.provider || path.basename(absolutePath, ".json");
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const outDir = path.join(FIELD_TABLE_DIR, reportFolderName(relativePath));
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await fs.mkdir(outDir, { recursive: true });
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const detailed = [
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`# 详细字段取值表 - ${relativePath}`,
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"",
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`- provider: \`${provider}\``,
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`- priceCurrency: \`${doc.priceCurrency || "USD"}\``,
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`- generatedAt: \`${generatedAt}\``,
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"",
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"## 来源",
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"",
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...(OFFICIAL_DOCS[provider] || ["(待补充provider官方文档)"]).map((item) => `- ${item}`),
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"- https://zenmux.ai/models",
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"- https://zenmux.ai/api/v1/models",
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"",
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];
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const unresolved = [
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`# 未确认字段报告 - ${relativePath}`,
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"",
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`- provider: \`${provider}\``,
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`- generatedAt: \`${generatedAt}\``,
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"",
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];
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const models = Array.isArray(doc.models) ? doc.models : [];
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for (const model of models) {
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const match = matchModel(provider, model.modelName, zenModels);
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const rows = buildFieldRows(doc, model, match);
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const status = match.matched
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? `matched-${match.tier}`
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: match.tier === "ambiguous" ? "ambiguous" : "no-match";
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allModels.push({
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file: relativePath,
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provider,
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modelName: model.modelName,
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displayName: model.displayName,
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serviceType: model.serviceType,
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capabilities: model.capabilities,
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contextWindow: model.contextWindow,
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maxOutputTokens: model.maxOutputTokens,
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inputPrice: model.inputPrice,
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outputPrice: model.outputPrice,
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defaultTemperature: model.defaultTemperature,
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defaultTopP: model.defaultTopP,
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matchTier: match.tier,
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zenmux: match.matched?.id ?? null,
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});
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if (model.defaultTemperature === null) nullSampling.push(`${relativePath}::${model.modelName}::defaultTemperature`);
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if (model.defaultTopP === null) nullSampling.push(`${relativePath}::${model.modelName}::defaultTopP`);
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skipped.push({
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file: relativePath,
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provider,
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modelName: model.modelName,
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reason: status,
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zenmux: match.matched?.id ?? null,
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candidates: match.candidates.map((item) => item.id),
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});
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if (!match.matched || match.tier === "ambiguous") {
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const bucket = pendingByProvider.get(provider) || [];
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bucket.push({
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file: relativePath,
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modelName: model.modelName,
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reason: match.tier === "ambiguous"
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? `ambiguous match candidates: ${match.candidates.map((item) => item.id).join(",")}`
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: "no ZenMux match",
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});
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pendingByProvider.set(provider, bucket);
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}
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detailed.push(`## ${model.modelName}`);
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detailed.push("");
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detailed.push(`- ZenMux匹配级别: \`${match.tier}\``);
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if (match.matched) detailed.push(`- ZenMux命中: \`${match.matched.id}\``);
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detailed.push(`- ZenMux候选: ${formatList(match.candidates.map((item) => item.id))}`);
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detailed.push("");
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detailed.push("| 字段 | 当前值 | 建议值 | 结论 | 依据/说明 |");
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detailed.push("|---|---|---|---|---|");
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for (const row of rows) {
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detailed.push(`| \`${row.field}\` | ${formatValue(row.current)} | ${formatValue(row.suggested)} | ${row.decision} | ${row.reason} |`);
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}
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detailed.push("");
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const pendingRows = rows.filter((row) => row.decision === "待确认" || row.decision === "建议修改");
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if (pendingRows.length) {
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unresolved.push(`## ${model.modelName}`);
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unresolved.push("");
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for (const row of pendingRows) unresolved.push(`- \`${row.field}\`: ${row.reason}`);
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unresolved.push("");
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}
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}
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if (unresolved.length === 4) {
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unresolved.push("- (none)");
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unresolved.push("");
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}
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const detailedFile = path.join(outDir, "详细字段取值表.md");
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const unresolvedFile = path.join(outDir, "未确认字段报告.md");
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await fs.writeFile(detailedFile, `${detailed.join("\n")}\n`, "utf8");
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await fs.writeFile(unresolvedFile, `${unresolved.join("\n")}\n`, "utf8");
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fieldIndex.push({
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file: relativePath,
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provider,
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modelCount: models.length,
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folder: path.relative(ROOT, outDir),
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detailed: path.relative(ROOT, detailedFile),
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unresolved: path.relative(ROOT, unresolvedFile),
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});
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}
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const matchedModels = allModels.filter((item) => item.zenmux).length;
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const summary = {
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actualModels: allModels.length,
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sourceModels: zenModels.length,
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matchedModels,
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unmatchedModels: allModels.filter((item) => item.matchTier === "none").length,
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ambiguousModels: allModels.filter((item) => item.matchTier === "ambiguous").length,
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nullSamplingFields: nullSampling.length,
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updatedModels: 0,
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updatedFiles: 0,
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skippedModels: allModels.length,
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};
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await fs.writeFile(
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path.join(FIELD_TABLE_DIR, "目录索引.json"),
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`${JSON.stringify(fieldIndex, null, 2)}\n`,
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"utf8",
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);
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const reportJson = {
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source: ZENMUX_FILE,
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generatedAt,
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summary,
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updated: [],
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skipped,
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models: allModels,
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nullSampling,
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};
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await fs.writeFile(
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path.join(OUTPUT_DIR, "zenmux-sync-report.json"),
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`${JSON.stringify(reportJson, null, 2)}\n`,
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"utf8",
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);
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const reportLines = [
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"# ZenMux Sync Report",
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"",
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`- source: \`${ZENMUX_FILE}\``,
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`- generatedAt: \`${generatedAt}\``,
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`- actualModels: **${summary.actualModels}**`,
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`- sourceModels: **${summary.sourceModels}**`,
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`- matchedModels: **${summary.matchedModels}**`,
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`- unmatchedModels: **${summary.unmatchedModels}**`,
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`- ambiguousModels: **${summary.ambiguousModels}**`,
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`- nullSamplingFields: **${summary.nullSamplingFields}**`,
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`- updatedModels: **${summary.updatedModels}**`,
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`- updatedFiles: **${summary.updatedFiles}**`,
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"",
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"## Field Coverage",
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"",
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"- synced: none; this audit run is read-only and does not mutate JSON config.",
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"- reviewed from JSON: `modelName`, `displayName`, `serviceType`, `contextWindow`, `maxOutputTokens`, `inputPrice`, `outputPrice`, `capabilities`, `defaultTemperature`, `defaultTopP`, `extra`.",
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"- guardrail: `defaultTemperature` and `defaultTopP` must be omitted or numbers; `null` is invalid.",
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"",
|
||
"## Updated Models",
|
||
"",
|
||
"- (none)",
|
||
"",
|
||
"## Skipped / Reviewed Models",
|
||
"",
|
||
...skipped.map((item) => {
|
||
const detail = item.zenmux
|
||
? `${item.reason}:${item.zenmux}`
|
||
: item.candidates.length ? `${item.reason}:${item.candidates.join(",")}` : item.reason;
|
||
return `- ${item.file} :: ${item.modelName} -> ${detail}`;
|
||
}),
|
||
"",
|
||
];
|
||
await fs.writeFile(path.join(OUTPUT_DIR, "zenmux-sync-report.md"), `${reportLines.join("\n")}\n`, "utf8");
|
||
|
||
const checklist = [
|
||
"# Official Review Checklist",
|
||
"",
|
||
`GeneratedAt: ${generatedAt}`,
|
||
`Source: ${path.join(OUTPUT_DIR, "zenmux-sync-report.json")}`,
|
||
"",
|
||
"Purpose: verify unresolved models with official vendor docs before write-back.",
|
||
"",
|
||
"## Summary",
|
||
"",
|
||
`- actual models: **${summary.actualModels}**`,
|
||
`- unresolved models: **${summary.unmatchedModels + summary.ambiguousModels}**`,
|
||
`- providers involved: **${pendingByProvider.size}**`,
|
||
`- null sampling fields: **${summary.nullSamplingFields}**`,
|
||
"",
|
||
];
|
||
for (const [provider, items] of [...pendingByProvider.entries()].sort(([a], [b]) => a.localeCompare(b))) {
|
||
checklist.push(`## Provider: ${provider}`);
|
||
checklist.push("- official docs:");
|
||
for (const doc of OFFICIAL_DOCS[provider] || ["(add link manually)"]) checklist.push(` - ${doc}`);
|
||
checklist.push("- pending models:");
|
||
for (const item of items) checklist.push(` - \`${item.modelName}\` (${item.file}) -> ${item.reason}`);
|
||
checklist.push("");
|
||
}
|
||
checklist.push("## Field-by-Field Verification Rule");
|
||
checklist.push("");
|
||
checklist.push("- `modelName`: must exactly match provider API model ID or official alias rule.");
|
||
checklist.push("- `contextWindow`: use official model spec limit.");
|
||
checklist.push("- `maxOutputTokens`: use official output cap; do not infer from context.");
|
||
checklist.push("- `inputPrice`/`outputPrice`: use official published API pricing and the provider currency.");
|
||
checklist.push("- `capabilities`: project taxonomy field; keep local semantics unless official docs clearly contradict the capability.");
|
||
checklist.push("- `defaultTemperature`/`defaultTopP`: only fill with numeric values when provider docs define a safe default; omit unsupported fields instead of using `null`.");
|
||
await fs.writeFile(path.join(OUTPUT_DIR, "official-review-checklist.md"), `${checklist.join("\n")}\n`, "utf8");
|
||
|
||
const riskLines = [
|
||
"# ZenMux Risk Audit",
|
||
"",
|
||
`GeneratedAt: ${generatedAt}`,
|
||
`Source: ${path.join(OUTPUT_DIR, "zenmux-sync-report.json")}`,
|
||
"",
|
||
`- HIGH: ${summary.nullSamplingFields > 0 ? 1 : 0}`,
|
||
`- MEDIUM: ${summary.ambiguousModels}`,
|
||
`- LOW: ${summary.unmatchedModels}`,
|
||
"",
|
||
"## Notes",
|
||
"",
|
||
"- HIGH covers schema-breaking sampling defaults such as `null`.",
|
||
"- MEDIUM covers ambiguous third-party model matches.",
|
||
"- LOW covers models without a ZenMux match; these require official-doc review but do not by themselves indicate JSON invalidity.",
|
||
];
|
||
await fs.writeFile(path.join(OUTPUT_DIR, "zenmux-risk-audit.md"), `${riskLines.join("\n")}\n`, "utf8");
|
||
|
||
const detailedLines = [
|
||
"# ZenMux Sync Detailed Report",
|
||
"",
|
||
`GeneratedAt: ${generatedAt}`,
|
||
"",
|
||
"## Summary",
|
||
"",
|
||
`- actualModels: ${summary.actualModels}`,
|
||
`- sourceModels: ${summary.sourceModels}`,
|
||
`- matchedModels: ${summary.matchedModels}`,
|
||
`- unmatchedModels: ${summary.unmatchedModels}`,
|
||
`- ambiguousModels: ${summary.ambiguousModels}`,
|
||
`- nullSamplingFields: ${summary.nullSamplingFields}`,
|
||
"",
|
||
"## Current Model Inventory",
|
||
"",
|
||
"| File | Provider | Model | Match | ZenMux |",
|
||
"|---|---|---|---|---|",
|
||
...allModels.map((item) => `| ${item.file} | ${item.provider} | \`${item.modelName}\` | ${item.matchTier} | ${item.zenmux ? `\`${item.zenmux}\`` : ""} |`),
|
||
];
|
||
await fs.writeFile(path.join(OUTPUT_DIR, "zenmux-sync-detailed.md"), `${detailedLines.join("\n")}\n`, "utf8");
|
||
|
||
console.log(JSON.stringify({ generatedAt, summary, fieldTableFiles: fieldIndex.length }, null, 2));
|
||
}
|
||
|
||
await main();
|