opencode/packages/stats/app/src/routes/model-catalog.ts
2026-07-01 14:54:35 -05:00

377 lines
11 KiB
TypeScript

import { query } from "@solidjs/router"
export const modelCatalogSourceUrl = "https://models.dev/catalog.json"
export const modelCatalogPricingUrl = "https://models.dev/api.json"
export const modelCatalogLabSourceUrl = "https://models.dev/labs"
export type ModelCatalogCost = {
input: number
output: number
cacheRead?: number
cacheWrite?: number
}
export type ModelCatalogEntry = {
id: string
lab: string
slug: string
name: string
description?: string
family?: string
knowledge?: string
releaseDate?: string
lastUpdated?: string
limit?: { context?: number; output?: number }
modalities: { input: string[]; output: string[] }
openWeights: boolean
reasoning: boolean
toolCall: boolean
attachment: boolean
temperature: boolean
cost?: ModelCatalogCost
weights: { label: string; url: string }[]
benchmarks: ModelCatalogBenchmark[]
}
export type ModelCatalogBenchmark = {
name: string
score: number
metric?: string
harness?: string
variant?: string
dataset?: string
version?: string
source?: string
}
export type ModelCatalogLab = {
id: string
name: string
description?: string
models: ModelCatalogEntry[]
}
export type ModelCatalog = {
models: ModelCatalogEntry[]
labs: ModelCatalogLab[]
}
export const getModelCatalog = query(async () => {
"use server"
const [models, pricing, labs] = await Promise.all([
fetchCatalogPayload(modelCatalogSourceUrl),
fetchCatalogPayload(modelCatalogPricingUrl),
fetchLabCatalogPayload(modelCatalogLabSourceUrl),
])
return buildModelCatalog(models, pricing, labs)
}, "getModelCatalog")
export function findModelCatalogEntry(catalog: ModelCatalog, model: string, lab?: string) {
const normalizedId = lab ? `${catalogLabSlug(lab)}/${catalogSlug(model)}` : model.trim().toLowerCase()
const leaf = catalogSlug(model)
return (
catalog.models.find((entry) => entry.id.toLowerCase() === normalizedId) ??
catalog.models.find((entry) => (lab ? entry.lab === catalogLabSlug(lab) : true) && entry.slug === leaf) ??
catalog.models.find((entry) => entry.slug === leaf)
)
}
export function findModelCatalogLab(catalog: ModelCatalog, lab: string) {
const id = catalogLabSlug(lab)
return catalog.labs.find((entry) => entry.id === id)
}
export function formatCatalogLabName(lab: string) {
const known: Record<string, string> = {
alibaba: "Alibaba",
anthropic: "Anthropic",
cohere: "Cohere",
deepseek: "DeepSeek",
google: "Google",
meta: "Meta",
minimax: "MiniMax",
mistral: "Mistral",
moonshotai: "Moonshot",
openai: "OpenAI",
perplexity: "Perplexity",
stepfun: "StepFun",
tencent: "Tencent",
xai: "xAI",
xiaomi: "Xiaomi",
zai: "Z.ai",
qwen: "Qwen",
zhipu: "Zhipu",
zhipuai: "Zhipu",
}
return known[catalogSlug(lab)] ?? lab.replace(/[-_]/g, " ").replace(/\b\w/g, (letter) => letter.toUpperCase())
}
export function catalogSlug(value: string) {
return value
.trim()
.toLowerCase()
.replace(/[^a-z0-9]+/g, "-")
.replace(/^-+|-+$/g, "")
.replace(/-{2,}/g, "-")
}
function buildModelCatalog(payload: unknown, pricingPayload?: unknown, labPayload?: unknown): ModelCatalog {
const costs = readCatalogCosts(pricingPayload)
const labDescriptions = readCatalogLabDescriptions(payload, pricingPayload, labPayload)
const models = readCatalogModels(payload)
.flatMap(readModelCatalogEntry)
.map((model) => ({
...model,
cost:
costs.get(catalogIdKey(model.id)) ??
costs.get(`${model.lab}/${model.slug}`) ??
costs.get(model.slug) ??
model.cost,
}))
.toSorted((a, b) => a.lab.localeCompare(b.lab) || displayDateTime(b.releaseDate) - displayDateTime(a.releaseDate))
return {
models,
labs: Object.values(
models.reduce<Record<string, ModelCatalogLab>>((result, model) => {
result[model.lab] = {
id: model.lab,
name: formatCatalogLabName(model.lab),
description: result[model.lab]?.description ?? labDescriptions.get(model.lab),
models: [...(result[model.lab]?.models ?? []), model],
}
return result
}, {}),
).toSorted((a, b) => a.name.localeCompare(b.name)),
}
}
function readModelCatalogEntry(value: unknown): ModelCatalogEntry[] {
if (!isRecord(value)) return []
const id = stringValue(value.id)
const name = stringValue(value.name)
const lab = id?.split("/")[0]
const slug = id?.split("/").slice(1).join("/")
if (!id || !name || !lab || !slug) return []
return [
{
id,
lab: catalogSlug(lab),
slug: catalogSlug(slug),
name,
description: stringValue(value.description),
family: stringValue(value.family),
knowledge: stringValue(value.knowledge),
releaseDate: stringValue(value.release_date),
lastUpdated: stringValue(value.last_updated),
limit: readCatalogLimit(value.limit),
modalities: readCatalogModalities(value.modalities),
openWeights: booleanValue(value.open_weights),
reasoning: booleanValue(value.reasoning),
toolCall: booleanValue(value.tool_call),
attachment: booleanValue(value.attachment),
temperature: booleanValue(value.temperature),
cost: readCatalogCost(value.cost),
weights: readCatalogWeights(value.weights),
benchmarks: readCatalogBenchmarks(value.benchmarks),
},
]
}
function readCatalogModels(payload: unknown): unknown[] {
if (Array.isArray(payload)) return payload
if (!isRecord(payload)) return []
if (Array.isArray(payload.models)) return payload.models
if (isRecord(payload.models)) return Object.values(payload.models)
return Object.values(payload)
}
function readCatalogLabDescriptions(...payloads: unknown[]) {
const descriptions = new Map<string, string>()
const add = (value: unknown, fallbackId?: string) => {
if (!isRecord(value)) return
const description = stringValue(value.description)
if (!description) return
const id = stringValue(value.id) ?? fallbackId
const name = stringValue(value.name)
const title = stringValue(value.title)
const keys = [id, name, title]
keys.forEach((key) => {
if (!key) return
descriptions.set(catalogLabSlug(key), description)
})
}
const addCollection = (value: unknown) => {
if (Array.isArray(value)) {
value.forEach((item) => add(item))
return
}
if (!isRecord(value)) return
Object.entries(value).forEach(([key, item]) => add(item, key))
}
payloads.forEach((payload) => {
if (Array.isArray(payload)) {
payload.forEach((item) => add(item))
return
}
if (!isRecord(payload)) return
addCollection(payload.labs)
addCollection(payload.providers)
Object.entries(payload).forEach(([key, value]) => add(value, key))
})
return descriptions
}
async function fetchCatalogPayload(url: string) {
return fetch(url)
.then((response): Promise<unknown> => (response.ok ? (response.json() as Promise<unknown>) : Promise.resolve()))
.catch(() => undefined)
}
async function fetchLabCatalogPayload(url: string) {
return fetch(url)
.then((response) => (response.ok ? response.text() : Promise.resolve("")))
.then(readLabSearchIndex)
.catch(() => undefined)
}
function readLabSearchIndex(html: string) {
const match = /<script[^>]*id=["']search-index["'][^>]*>([\s\S]*?)<\/script>/.exec(html)
if (!match) return undefined
const parsed = JSON.parse(match[1]) as unknown
if (!Array.isArray(parsed)) return undefined
return parsed.filter((item) => isRecord(item) && item.type === "lab")
}
function readCatalogCosts(payload: unknown) {
const costs = new Map<string, ModelCatalogCost>()
const add = (model: unknown, provider?: string) => {
if (!isRecord(model)) return
const id = stringValue(model.id)
const cost = readCatalogCost(model.cost)
if (!id || !cost) return
costs.set(catalogIdKey(id), cost)
costs.set(catalogSlug(id), cost)
if (provider && !id.includes("/")) costs.set(`${catalogSlug(provider)}/${catalogSlug(id)}`, cost)
}
if (Array.isArray(payload)) {
payload.forEach((model) => add(model))
return costs
}
if (!isRecord(payload)) return costs
Object.entries(payload).forEach(([key, value]) => {
if (!isRecord(value)) return
if (isRecord(value.models)) {
Object.values(value.models).forEach((model) => add(model, stringValue(value.id) ?? key))
return
}
add(value)
})
return costs
}
function readCatalogCost(value: unknown): ModelCatalogCost | undefined {
if (!isRecord(value)) return undefined
const input = numberValue(value.input)
const output = numberValue(value.output)
if (input === undefined || output === undefined) return undefined
return {
input,
output,
cacheRead: numberValue(value.cache_read),
cacheWrite: numberValue(value.cache_write),
}
}
function readCatalogLimit(value: unknown) {
if (!isRecord(value)) return undefined
return {
context: numberValue(value.context),
output: numberValue(value.output),
}
}
function readCatalogModalities(value: unknown) {
if (!isRecord(value)) return { input: [], output: [] }
return {
input: stringArrayValue(value.input),
output: stringArrayValue(value.output),
}
}
function readCatalogWeights(value: unknown) {
if (!Array.isArray(value)) return []
return value.flatMap((item) => {
if (!isRecord(item)) return []
const label = stringValue(item.label)
const url = stringValue(item.url)
return label && url ? [{ label, url }] : []
})
}
function readCatalogBenchmarks(value: unknown) {
if (!Array.isArray(value)) return []
return value.flatMap((item) => {
if (!isRecord(item)) return []
const name = stringValue(item.name)
const score = numberValue(item.score)
return name && score !== undefined
? [
{
name,
score,
metric: stringValue(item.metric),
harness: stringValue(item.harness),
variant: stringValue(item.variant),
dataset: stringValue(item.dataset),
version: stringValue(item.version),
source: stringValue(item.source),
},
]
: []
})
}
function displayDateTime(value: string | undefined) {
return value ? new Date(value).getTime() || 0 : 0
}
function catalogIdKey(value: string) {
return value.split("/").map(catalogSlug).join("/")
}
function catalogLabSlug(value: string) {
const slug = catalogSlug(value)
const aliases: Record<string, string> = {
moonshot: "moonshotai",
qwen: "alibaba",
zhipu: "zhipuai",
zai: "zhipuai",
}
return aliases[slug] ?? slug
}
function isRecord(value: unknown): value is Record<string, unknown> {
return typeof value === "object" && value !== null && !Array.isArray(value)
}
function stringValue(value: unknown) {
return typeof value === "string" && value.trim() ? value : undefined
}
function numberValue(value: unknown) {
return typeof value === "number" && Number.isFinite(value) ? value : undefined
}
function booleanValue(value: unknown) {
return value === true
}
function stringArrayValue(value: unknown) {
return Array.isArray(value)
? value.filter((item): item is string => typeof item === "string" && item.trim() !== "")
: []
}