import {z} from 'zod'

export type GetApiApiOrganizationsOrganizationIdTransferLearningArgs = {organizationId: number};

export type GetApiApiOrganizationsOrganizationIdTransferLearningOptions = {baseUrl?: string | undefined, ApiKeyAuthentication?: string | undefined, fetch?: typeof fetch | undefined};

export const createdUpdatedByUser = z.object({id: z.number().int(), name: z.string(), username: z.string(), photo: z.string().optional()});

export const organizationTransferLearningOperatesOn = z.enum(["object_detection", "audio", "image", "regression", "anomaly_detection", "visual_anomaly_detection", "other", "image_akida", "object_detection_akida", "classification_akida", "self_contained_freeform_output"]);

export const objectDetectionLastLayer = z.enum(["mobilenet-ssd", "fomo", "yolov2-akida", "yolov5", "yolov5v5-drpai", "yolox", "yolov7", "yolo-pro", "tao-retinanet", "tao-ssd", "tao-yolov3", "tao-yolov4", "yolov11", "yolov11-abs", "paddleocr-detector", "qc-face-det-lite", "qc-yolox"]);

export const publicProjectTierAvailability = z.enum(["enterprise-only", "all-projects", "all-projects-including-whitelabels"]);

export const imageInputScaling = z.enum(["0..1", "-1..1", "-128..127", "0..255", "torch", "bgr-subtract-imagenet-mean"]);

export const blockDisplayCategory = z.enum(["classical", "tao", "developer-preview"]);

export const organizationTransferLearningBlockModelFile = z.object({id: z.string(), name: z.string(), type: z.enum(["binary", "json", "text"]), description: z.string()});

export const organizationTransferLearningBlockCustomVariant = z.object({key: z.string(), name: z.string(), inferencingEntrypoint: z.string(), profilingEntrypoint: z.string().optional(), modelFiles: z.array(organizationTransferLearningBlockModelFile).optional()});

export const organizationTransferLearningBlock = z.object({id: z.number().int(), name: z.string(), dockerContainer: z.string(), dockerContainerManagedByEdgeImpulse: z.boolean(), created: z.string(), createdByUser: createdUpdatedByUser.optional(), lastUpdated: z.string().optional(), lastUpdatedByUser: createdUpdatedByUser.optional(), description: z.string(), userId: z.number().int().optional(), userName: z.string().optional(), operatesOn: organizationTransferLearningOperatesOn, objectDetectionLastLayer: objectDetectionLastLayer.optional(), implementationVersion: z.number().int(), isPublic: z.boolean(), isPublicForDevices: z.array(z.string()), publicProjectTierAvailability: publicProjectTierAvailability.optional(), isPublicEnterpriseOnly: z.boolean(), enterpriseOnly: z.boolean().optional(), repositoryUrl: z.string().optional(), customBlockRef: z.string().optional(), parameters: z.array(z.object({})), imageInputScaling: imageInputScaling.optional(), indRequiresGpu: z.boolean(), sourceCodeAvailable: z.boolean(), sourceCodeDownloadStaffOnly: z.boolean(), displayCategory: blockDisplayCategory.optional(), customModelVariants: z.array(organizationTransferLearningBlockCustomVariant).optional(), indBlockNoLongerAvailable: z.boolean(), blockNoLongerAvailableReason: z.string().optional()});

export const listOrganizationTransferLearningBlocksResponse = z.object({success: z.boolean(), error: z.string().optional(), transferLearningBlocks: z.array(organizationTransferLearningBlock)});

export const validateResponse = async <Output>(
  schema: {
    readonly '~standard': {
      readonly validate: (value: unknown) => ({ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray<PropertyKey | { readonly key: PropertyKey }> | undefined }> }) | Promise<{ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray<PropertyKey | { readonly key: PropertyKey }> | undefined }> }>
    }
  },
  value: unknown
): Promise<Output> => {
  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 transfer learning blocks
 * 
 * GET /api/organizations/{organizationId}/transfer-learning
 * 
 * Also accepts auth: JWTAuthentication, JWTHttpHeaderAuthentication, OAuth2
 */
export const getApiApiOrganizationsOrganizationIdTransferLearning = async (args: GetApiApiOrganizationsOrganizationIdTransferLearningArgs, options?: GetApiApiOrganizationsOrganizationIdTransferLearningOptions) => {
const {baseUrl = "https://studio.edgeimpulse.com/v1", fetch: fetchFn = fetch, ApiKeyAuthentication} = options ?? {}

const query = new URLSearchParams()
const headers = new Headers()
headers.set('accept', "application/json")

if (ApiKeyAuthentication !== undefined) headers.set("x-api-key", ApiKeyAuthentication)

const url = `${baseUrl.replace(/\/+$/, '')}/api/organizations/${encodeURIComponent(String(args.organizationId))}/transfer-learning${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(listOrganizationTransferLearningBlocksResponse, await res.json())
};