import {z} from 'zod' export type GetApiV1TrainingPipelinesPipelineIdArgs = {pipeline_id: string}; export type GetApiV1TrainingPipelinesPipelineIdOptions = {baseUrl: string, ApiKeyAuth?: string | undefined, fetch?: typeof fetch | undefined}; export const trainingPipelineStageRead = z.object({job_id: z.string(), stage_index: z.number().int(), status: z.string(), status_message: z.string().nullable().optional(), current_substep: z.string().nullable().optional(), base_model: z.string(), training_type: z.string(), training_algorithm: z.string(), provider_name: z.string().nullable().optional(), job_reference: z.string().nullable().optional(), parent_job_id: z.string().nullable().optional(), merge_parent_before: z.boolean().optional(), dataset_ids: z.array(z.string()).optional(), train_dataset_paths: z.array(z.string()).optional(), normalized_adapter_path: z.string().nullable().optional(), provider_deployments: z.record(z.string(), z.unknown()).nullable().optional(), progress_percent: z.number().int().nullable().optional(), current_epoch: z.number().int().nullable().optional(), created_at: z.string(), updated_at: z.string(), started_at: z.string().nullable().optional(), completed_at: z.string().nullable().optional()}); export const trainingPipelineDeploymentHistoryEntry = z.object({stage_job_id: z.string(), stage_index: z.number().int(), status: z.string(), provider_name: z.string().nullable().optional(), normalized_adapter_path: z.string().nullable().optional(), provider_deployments: z.record(z.string(), z.unknown()).nullable().optional(), deployed_at: z.string().nullable().optional()}); export const trainingPipelineDetailResponse = z.object({pipeline_id: z.string(), model_name: z.string().nullable().optional(), project_id: z.string().nullable().optional(), status: z.string(), status_message: z.string().nullable().optional(), estimated_total_usd: z.number().nullable().optional(), total_stage_count: z.number().int(), completed_stage_count: z.number().int(), active_stage_index: z.number().int().nullable().optional(), progress_percent: z.number().int(), paused_at: z.string().nullable().optional(), created_at: z.string(), updated_at: z.string(), branched_from_job_id: z.string().nullable().optional(), pipeline_recipe: z.record(z.string(), z.unknown()), stages: z.array(trainingPipelineStageRead), deployment_history: z.array(trainingPipelineDeploymentHistoryEntry)}); 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: ${detail}`, { cause: { issues: result.issues } }) } return result.value }; /** * Get Training Pipeline * * GET /v1/training-pipelines/{pipeline_id} * * Also accepts auth: BearerAuth */ export const getApiV1TrainingPipelinesPipelineId = async (args: GetApiV1TrainingPipelinesPipelineIdArgs, options: GetApiV1TrainingPipelinesPipelineIdOptions) => { const {baseUrl, fetch: fetchFn = fetch, ApiKeyAuth} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('accept', "application/json") if (ApiKeyAuth !== undefined) headers.set("X-API-Key", ApiKeyAuth) const url = `${baseUrl.replace(/\/+$/, '')}/v1/training-pipelines/${encodeURIComponent(String(args.pipeline_id))}${query.size > 0 ? `?${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(trainingPipelineDetailResponse, await res.json()) };