import {z} from 'zod' export type ValidateCombineRequestDto = {dataset_ids: Array}; export type CreateApiApiV1DatasetsCombineValidateArgs = {body: ValidateCombineRequestDto}; export type CreateApiApiV1DatasetsCombineValidateOptions = {baseUrl: string, bearer?: string | undefined, fetch?: typeof fetch | undefined}; export const combineValidationDatasetTypeDto = z.object({dataset_id: z.string(), type: z.string()}); export const combineValidationColumnDto = z.object({column: z.string(), types: z.array(combineValidationDatasetTypeDto), cast_to: z.string()}); export const combineValidationTrainingTypeDto = z.object({dataset_id: z.string(), training_type: z.enum(["instruction_dataset", "preference_pairs"])}); export const combineValidationIssueDto = z.object({code: z.enum(["too_few_sources", "too_many_sources", "duplicate_source_ids", "dataset_not_found", "wrong_organization", "dataset_not_ready", "missing_run_id", "mixed_multimodal_sources", "all_preference_sources_missing_dpo_columns", "incompatible_column_types", "preference_source_missing_ranked_generations", "mixed_training_types_resolved_to_sft"]), level: z.enum(["error", "warning"]), message: z.string(), count: z.number().optional(), limit: z.number().optional(), dataset_id: z.string().optional(), status: z.string().optional(), dataset_ids: z.array(z.string()).optional(), multimodal_dataset_ids: z.array(z.string()).optional(), text_dataset_ids: z.array(z.string()).optional(), columns: z.array(combineValidationColumnDto).optional(), types: z.array(combineValidationTrainingTypeDto).optional()}); export const validateCombineResponseDto = z.object({compatible: z.boolean(), training_type: z.enum(["instruction_dataset", "preference_pairs"]).optional(), total_estimated_rows: z.number().optional(), issues: z.array(combineValidationIssueDto)}); 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 }; /** * Validate that a set of Datasets can be combined * * POST /api/v1/datasets/combine/validate */ export const createApiApiV1DatasetsCombineValidate = async (args: CreateApiApiV1DatasetsCombineValidateArgs, options: CreateApiApiV1DatasetsCombineValidateOptions) => { const {baseUrl, fetch: fetchFn = fetch, bearer} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('content-type', "application/json") headers.set('accept', "application/json") if (bearer !== undefined) headers.set('authorization', `Bearer ${bearer}`) const url = `${baseUrl.replace(/\/+$/, '')}/api/v1/datasets/combine/validate${query.size > 0 ? `?${query}` : ''}` const res = await fetchFn(url, {method: "POST", headers, body: JSON.stringify(args.body)}) if (!res.ok) throw new Error(`Request failed with status ${res.status}`, {cause: {status: res.status, body: await res.text()}}) return validateResponse(validateCombineResponseDto, await res.json()) };