import {z} from 'zod' export type ProblemGetRequest = {problem_id: number}; export type CreateApiProblemGetArgs = {body: ProblemGetRequest}; export type CreateApiProblemGetOptions = {baseUrl: string, OAuth2PasswordBearer?: string | undefined, fetch?: typeof fetch | undefined}; export const variableDomainTypeEnum = z.enum(["continuous", "binary", "integer", "mixed"]); export const constantDB = z.object({name: z.string(), symbol: z.string(), value: z.number(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const tensor: z.ZodType = z.union([z.array(z.lazy(() => tensor)), z.array(z.union([z.number(), z.number().int(), z.boolean()])), z.number(), z.number().int(), z.boolean(), z.literal("List")]).nullable(); export const tensorConstantDB = z.object({values: tensor, shape: z.array(z.number().int()), name: z.string(), symbol: z.string(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const variableTypeEnum = z.enum(["real", "integer", "binary"]); export const variableDB = z.object({name: z.string(), symbol: z.string(), variable_type: variableTypeEnum, lowerbound: z.number().nullable().optional(), upperbound: z.number().nullable().optional(), initial_value: z.number().nullable().optional(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const tensorVariableDB = z.object({initial_values: tensor.nullable(), lowerbounds: tensor.nullable(), upperbounds: tensor.nullable(), shape: z.array(z.number().int()), name: z.string(), symbol: z.string(), variable_type: variableTypeEnum, id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const url = z.object({url: z.string(), auth: z.array(z.unknown()).nullable().optional()}); export const objectiveTypeEnum = z.enum(["analytical", "data_based", "simulator", "surrogate"]); export const objectiveDB = z.object({func: z.array(z.unknown()).nullable(), scenario_keys: z.array(z.string()).nullable().optional(), surrogates: z.array(z.string()).nullable().optional(), simulator_path: z.union([z.string(), url]).nullable().optional(), name: z.string(), symbol: z.string(), unit: z.string().nullable().optional(), maximize: z.boolean().optional(), ideal: z.number().nullable().optional(), nadir: z.number().nullable().optional(), objective_type: objectiveTypeEnum.optional(), is_linear: z.boolean().optional(), is_convex: z.boolean().optional(), is_twice_differentiable: z.boolean().optional(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const constraintTypeEnum = z.enum(["=", "<="]); export const constraintDB = z.object({func: z.array(z.unknown()), scenario_keys: z.array(z.string()).nullable().optional(), surrogates: z.array(z.string()).nullable().optional(), simulator_path: z.union([z.string(), url]).nullable().optional(), name: z.string(), symbol: z.string(), cons_type: constraintTypeEnum, is_linear: z.boolean().optional(), is_convex: z.boolean().optional(), is_twice_differentiable: z.boolean().optional(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const scalarizationFunctionDB = z.object({func: z.array(z.unknown()), scenario_keys: z.array(z.string()), name: z.string(), symbol: z.string().nullable().optional(), is_linear: z.boolean().optional(), is_convex: z.boolean().optional(), is_twice_differentiable: z.boolean().optional(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const extraFunctionDB = z.object({func: z.array(z.unknown()), scenario_keys: z.array(z.string()).nullable().optional(), surrogates: z.array(z.string()).nullable().optional(), simulator_path: z.union([z.string(), url]).nullable().optional(), name: z.string(), symbol: z.string(), is_linear: z.boolean().optional(), is_convex: z.boolean().optional(), is_twice_differentiable: z.boolean().optional(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const discreteRepresentationDB = z.object({non_dominated: z.boolean().optional(), variable_values: z.record(z.string(), z.array(z.union([z.number(), z.number().int(), z.boolean()]))), objective_values: z.record(z.string(), z.array(z.number())), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const simulatorDB = z.object({file: z.string().nullable().optional(), url: url.nullable().optional(), parameter_options: z.record(z.string(), z.unknown()).nullable().optional(), name: z.string(), symbol: z.string(), id: z.number().int().nullable().optional(), problem_id: z.number().int().nullable().optional()}); export const forestProblemMetaData = z.object({id: z.number().int().nullable().optional(), metadata_id: z.number().int().nullable().optional(), metadata_type: z.string().optional(), map_json: z.string(), schedule_dict: z.record(z.string(), z.unknown()), years: z.array(z.string()), stand_id_field: z.string(), stand_descriptor: z.record(z.string(), z.unknown()).nullable().optional(), compensation: z.number().nullable().optional()}); export const representativeNonDominatedSolutions = z.object({id: z.number().int().nullable().optional(), metadata_id: z.number().int().nullable().optional(), metadata_type: z.string().optional(), name: z.string(), description: z.string().nullable().optional(), solution_data: z.record(z.string(), z.array(z.number())), ideal: z.record(z.string(), z.number()), nadir: z.record(z.string(), z.number())}); export const problemMetaDataPublic = z.object({problem_id: z.number().int(), forest_metadata: z.array(forestProblemMetaData).nullable(), representative_nd_metadata: z.array(representativeNonDominatedSolutions).nullable()}); export const problemInfo = z.object({name: z.string(), description: z.string(), is_convex: z.boolean().nullable(), is_linear: z.boolean().nullable(), is_twice_differentiable: z.boolean().nullable(), scenario_keys: z.array(z.string()).nullable(), variable_domain: variableDomainTypeEnum, id: z.number().int(), user_id: z.number().int(), constants: z.array(constantDB).nullable(), tensor_constants: z.array(tensorConstantDB).nullable(), variables: z.array(variableDB).nullable(), tensor_variables: z.array(tensorVariableDB).nullable(), objectives: z.array(objectiveDB), constraints: z.array(constraintDB).nullable(), scalarization_funcs: z.array(scalarizationFunctionDB).nullable(), extra_funcs: z.array(extraFunctionDB).nullable(), discrete_representation: discreteRepresentationDB.nullable(), simulators: z.array(simulatorDB).nullable(), problem_metadata: problemMetaDataPublic.nullable()}); 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 Problem * * POST /problem/get * * Also accepts auth: APIKeyCookie */ export const createApiProblemGet = async (args: CreateApiProblemGetArgs, options: CreateApiProblemGetOptions) => { const {baseUrl, fetch: fetchFn = fetch, OAuth2PasswordBearer} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('content-type', "application/json") headers.set('accept', "application/json") if (OAuth2PasswordBearer !== undefined) headers.set('authorization', `Bearer ${OAuth2PasswordBearer}`) const url = `${baseUrl.replace(/\/+$/, '')}/problem/get${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(problemInfo, await res.json()) };