import {z} from 'zod' export type GetApiModelSchemaOptions = {baseUrl?: string | undefined, fetch?: typeof fetch | undefined}; export const modelProperties = z.object({scoringType: z.enum(["REGRESSION", "CLASSIFICATION", "BINOMIAL"]).optional(), scoringResponseLabels: z.array(z.string()).optional()}); export const dataField = z.object({name: z.string(), dataType: z.enum(["Bool", "Bytes", "Int32", "Int64", "Float32", "Float64", "Str", "Time64"])}); export const modelSchema = z.object({inputFields: z.array(dataField).optional(), outputFields: z.array(dataField).optional()}); export const model = z.object({id: z.string().optional(), name: z.string().optional(), description: z.string().optional(), properties: modelProperties.optional(), schema: modelSchema}); export const validateResponse = async ( schema: { readonly '~standard': { readonly validate: (value: unknown) => ({ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray | undefined }> }) | Promise<{ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray | undefined }> }> } }, value: unknown ): Promise => { const result = await schema['~standard'].validate(value) if (result.issues !== undefined) { const detail = result.issues .map(({ message, path }) => path?.length ? `${path.map((segment) => String(typeof segment === 'object' ? segment.key : segment)).join('.')}: ${message}` : message ) .join('; ') throw new Error(`Response does not match the schema: ${detail}`, { cause: { issues: result.issues } }) } return result.value }; /** * model_schema_model_schema_get * * GET /model/schema */ export const getApiModelSchema = async (options?: GetApiModelSchemaOptions) => { const {baseUrl = "https://www.example.com", fetch: fetchFn = fetch} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('accept', "application/json") const url = `${baseUrl.replace(/\/+$/, '')}/model/schema${query.size > 0 ? `?${query}` : ''}` const res = await fetchFn(url, {method: "GET", headers}) if (!res.ok) throw new Error(`Request failed with status ${res.status}`, {cause: {status: res.status, body: await res.text()}}) return validateResponse(model, await res.json()) };