import { Command as $Command } from "@smithy/core/client"; import type { MetadataBearer as __MetadataBearer } from "@smithy/types"; import type { GlueClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../GlueClient"; import type { GetMLTransformRequest, GetMLTransformResponse } from "../models/models_2"; /** * @public */ export type { __MetadataBearer }; export { $Command }; /** * @public * * The input for {@link GetMLTransformCommand}. */ export interface GetMLTransformCommandInput extends GetMLTransformRequest { } /** * @public * * The output of {@link GetMLTransformCommand}. */ export interface GetMLTransformCommandOutput extends GetMLTransformResponse, __MetadataBearer { } declare const GetMLTransformCommand_base: { new (input: GetMLTransformCommandInput): import("@smithy/core/client").CommandImpl; new (input: GetMLTransformCommandInput): import("@smithy/core/client").CommandImpl; getEndpointParameterInstructions(): { [x: string]: unknown; }; }; /** *

Gets an Glue machine learning transform artifact and all its corresponding metadata. * Machine learning transforms are a special type of transform that use machine learning to learn * the details of the transformation to be performed by learning from examples provided by * humans. These transformations are then saved by Glue. You can retrieve their metadata by * calling GetMLTransform.

* @example * Use a bare-bones client and the command you need to make an API call. * ```javascript * import { GlueClient, GetMLTransformCommand } from "@aws-sdk/client-glue"; // ES Modules import * // const { GlueClient, GetMLTransformCommand } = require("@aws-sdk/client-glue"); // CommonJS import * // import type { GlueClientConfig } from "@aws-sdk/client-glue"; * const config = {}; // type is GlueClientConfig * const client = new GlueClient(config); * const input = { // GetMLTransformRequest * TransformId: "STRING_VALUE", // required * }; * const command = new GetMLTransformCommand(input); * const response = await client.send(command); * // { // GetMLTransformResponse * // TransformId: "STRING_VALUE", * // Name: "STRING_VALUE", * // Description: "STRING_VALUE", * // Status: "NOT_READY" || "READY" || "DELETING", * // CreatedOn: new Date("TIMESTAMP"), * // LastModifiedOn: new Date("TIMESTAMP"), * // InputRecordTables: [ // GlueTables * // { // GlueTable * // DatabaseName: "STRING_VALUE", // required * // TableName: "STRING_VALUE", // required * // CatalogId: "STRING_VALUE", * // ConnectionName: "STRING_VALUE", * // AdditionalOptions: { // GlueTableAdditionalOptions * // "": "STRING_VALUE", * // }, * // }, * // ], * // Parameters: { // TransformParameters * // TransformType: "FIND_MATCHES", // required * // FindMatchesParameters: { // FindMatchesParameters * // PrimaryKeyColumnName: "STRING_VALUE", * // PrecisionRecallTradeoff: Number("double"), * // AccuracyCostTradeoff: Number("double"), * // EnforceProvidedLabels: true || false, * // }, * // }, * // EvaluationMetrics: { // EvaluationMetrics * // TransformType: "FIND_MATCHES", // required * // FindMatchesMetrics: { // FindMatchesMetrics * // AreaUnderPRCurve: Number("double"), * // Precision: Number("double"), * // Recall: Number("double"), * // F1: Number("double"), * // ConfusionMatrix: { // ConfusionMatrix * // NumTruePositives: Number("long"), * // NumFalsePositives: Number("long"), * // NumTrueNegatives: Number("long"), * // NumFalseNegatives: Number("long"), * // }, * // ColumnImportances: [ // ColumnImportanceList * // { // ColumnImportance * // ColumnName: "STRING_VALUE", * // Importance: Number("double"), * // }, * // ], * // }, * // }, * // LabelCount: Number("int"), * // Schema: [ // TransformSchema * // { // SchemaColumn * // Name: "STRING_VALUE", * // DataType: "STRING_VALUE", * // }, * // ], * // Role: "STRING_VALUE", * // GlueVersion: "STRING_VALUE", * // MaxCapacity: Number("double"), * // WorkerType: "Standard" || "G.1X" || "G.2X" || "G.025X" || "G.4X" || "G.8X" || "Z.2X", * // NumberOfWorkers: Number("int"), * // Timeout: Number("int"), * // MaxRetries: Number("int"), * // TransformEncryption: { // TransformEncryption * // MlUserDataEncryption: { // MLUserDataEncryption * // MlUserDataEncryptionMode: "DISABLED" || "SSE-KMS", // required * // KmsKeyId: "STRING_VALUE", * // }, * // TaskRunSecurityConfigurationName: "STRING_VALUE", * // }, * // }; * * ``` * * @param GetMLTransformCommandInput - {@link GetMLTransformCommandInput} * @returns {@link GetMLTransformCommandOutput} * @see {@link GetMLTransformCommandInput} for command's `input` shape. * @see {@link GetMLTransformCommandOutput} for command's `response` shape. * @see {@link GlueClientResolvedConfig | config} for GlueClient's `config` shape. * * @throws {@link EntityNotFoundException} (client fault) *

A specified entity does not exist

* * @throws {@link InternalServiceException} (server fault) *

An internal service error occurred.

* * @throws {@link InvalidInputException} (client fault) *

The input provided was not valid.

* * @throws {@link OperationTimeoutException} (client fault) *

The operation timed out.

* * @throws {@link GlueServiceException} *

Base exception class for all service exceptions from Glue service.

* * * @public */ export declare class GetMLTransformCommand extends GetMLTransformCommand_base { /** @internal type navigation helper, not in runtime. */ protected static __types: { api: { input: GetMLTransformRequest; output: GetMLTransformResponse; }; sdk: { input: GetMLTransformCommandInput; output: GetMLTransformCommandOutput; }; }; }