import { Command as $Command } from "@smithy/smithy-client";
import { MetadataBearer as __MetadataBearer } from "@smithy/types";
import { UpdateTrainingJobRequest, UpdateTrainingJobResponse } from "../models/models_5";
import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
/**
 * @public
 */
export type { __MetadataBearer };
export { $Command };
/**
 * @public
 *
 * The input for {@link UpdateTrainingJobCommand}.
 */
export interface UpdateTrainingJobCommandInput extends UpdateTrainingJobRequest {
}
/**
 * @public
 *
 * The output of {@link UpdateTrainingJobCommand}.
 */
export interface UpdateTrainingJobCommandOutput extends UpdateTrainingJobResponse, __MetadataBearer {
}
declare const UpdateTrainingJobCommand_base: {
    new (input: UpdateTrainingJobCommandInput): import("@smithy/smithy-client").CommandImpl<UpdateTrainingJobCommandInput, UpdateTrainingJobCommandOutput, SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes>;
    new (input: UpdateTrainingJobCommandInput): import("@smithy/smithy-client").CommandImpl<UpdateTrainingJobCommandInput, UpdateTrainingJobCommandOutput, SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes>;
    getEndpointParameterInstructions(): import("@smithy/middleware-endpoint").EndpointParameterInstructions;
};
/**
 * <p>Update a model training job to request a new Debugger profiling configuration or to change warm pool retention length.</p>
 * @example
 * Use a bare-bones client and the command you need to make an API call.
 * ```javascript
 * import { SageMakerClient, UpdateTrainingJobCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import
 * // const { SageMakerClient, UpdateTrainingJobCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import
 * const client = new SageMakerClient(config);
 * const input = { // UpdateTrainingJobRequest
 *   TrainingJobName: "STRING_VALUE", // required
 *   ProfilerConfig: { // ProfilerConfigForUpdate
 *     S3OutputPath: "STRING_VALUE",
 *     ProfilingIntervalInMilliseconds: Number("long"),
 *     ProfilingParameters: { // ProfilingParameters
 *       "<keys>": "STRING_VALUE",
 *     },
 *     DisableProfiler: true || false,
 *   },
 *   ProfilerRuleConfigurations: [ // ProfilerRuleConfigurations
 *     { // ProfilerRuleConfiguration
 *       RuleConfigurationName: "STRING_VALUE", // required
 *       LocalPath: "STRING_VALUE",
 *       S3OutputPath: "STRING_VALUE",
 *       RuleEvaluatorImage: "STRING_VALUE", // required
 *       InstanceType: "ml.t3.medium" || "ml.t3.large" || "ml.t3.xlarge" || "ml.t3.2xlarge" || "ml.m4.xlarge" || "ml.m4.2xlarge" || "ml.m4.4xlarge" || "ml.m4.10xlarge" || "ml.m4.16xlarge" || "ml.c4.xlarge" || "ml.c4.2xlarge" || "ml.c4.4xlarge" || "ml.c4.8xlarge" || "ml.p2.xlarge" || "ml.p2.8xlarge" || "ml.p2.16xlarge" || "ml.p3.2xlarge" || "ml.p3.8xlarge" || "ml.p3.16xlarge" || "ml.c5.xlarge" || "ml.c5.2xlarge" || "ml.c5.4xlarge" || "ml.c5.9xlarge" || "ml.c5.18xlarge" || "ml.m5.large" || "ml.m5.xlarge" || "ml.m5.2xlarge" || "ml.m5.4xlarge" || "ml.m5.12xlarge" || "ml.m5.24xlarge" || "ml.r5.large" || "ml.r5.xlarge" || "ml.r5.2xlarge" || "ml.r5.4xlarge" || "ml.r5.8xlarge" || "ml.r5.12xlarge" || "ml.r5.16xlarge" || "ml.r5.24xlarge" || "ml.g4dn.xlarge" || "ml.g4dn.2xlarge" || "ml.g4dn.4xlarge" || "ml.g4dn.8xlarge" || "ml.g4dn.12xlarge" || "ml.g4dn.16xlarge" || "ml.g5.xlarge" || "ml.g5.2xlarge" || "ml.g5.4xlarge" || "ml.g5.8xlarge" || "ml.g5.16xlarge" || "ml.g5.12xlarge" || "ml.g5.24xlarge" || "ml.g5.48xlarge" || "ml.r5d.large" || "ml.r5d.xlarge" || "ml.r5d.2xlarge" || "ml.r5d.4xlarge" || "ml.r5d.8xlarge" || "ml.r5d.12xlarge" || "ml.r5d.16xlarge" || "ml.r5d.24xlarge" || "ml.g6.xlarge" || "ml.g6.2xlarge" || "ml.g6.4xlarge" || "ml.g6.8xlarge" || "ml.g6.12xlarge" || "ml.g6.16xlarge" || "ml.g6.24xlarge" || "ml.g6.48xlarge" || "ml.g6e.xlarge" || "ml.g6e.2xlarge" || "ml.g6e.4xlarge" || "ml.g6e.8xlarge" || "ml.g6e.12xlarge" || "ml.g6e.16xlarge" || "ml.g6e.24xlarge" || "ml.g6e.48xlarge" || "ml.m6i.large" || "ml.m6i.xlarge" || "ml.m6i.2xlarge" || "ml.m6i.4xlarge" || "ml.m6i.8xlarge" || "ml.m6i.12xlarge" || "ml.m6i.16xlarge" || "ml.m6i.24xlarge" || "ml.m6i.32xlarge" || "ml.c6i.xlarge" || "ml.c6i.2xlarge" || "ml.c6i.4xlarge" || "ml.c6i.8xlarge" || "ml.c6i.12xlarge" || "ml.c6i.16xlarge" || "ml.c6i.24xlarge" || "ml.c6i.32xlarge" || "ml.m7i.large" || "ml.m7i.xlarge" || "ml.m7i.2xlarge" || "ml.m7i.4xlarge" || "ml.m7i.8xlarge" || "ml.m7i.12xlarge" || "ml.m7i.16xlarge" || "ml.m7i.24xlarge" || "ml.m7i.48xlarge" || "ml.c7i.large" || "ml.c7i.xlarge" || "ml.c7i.2xlarge" || "ml.c7i.4xlarge" || "ml.c7i.8xlarge" || "ml.c7i.12xlarge" || "ml.c7i.16xlarge" || "ml.c7i.24xlarge" || "ml.c7i.48xlarge" || "ml.r7i.large" || "ml.r7i.xlarge" || "ml.r7i.2xlarge" || "ml.r7i.4xlarge" || "ml.r7i.8xlarge" || "ml.r7i.12xlarge" || "ml.r7i.16xlarge" || "ml.r7i.24xlarge" || "ml.r7i.48xlarge",
 *       VolumeSizeInGB: Number("int"),
 *       RuleParameters: { // RuleParameters
 *         "<keys>": "STRING_VALUE",
 *       },
 *     },
 *   ],
 *   ResourceConfig: { // ResourceConfigForUpdate
 *     KeepAlivePeriodInSeconds: Number("int"), // required
 *   },
 *   RemoteDebugConfig: { // RemoteDebugConfigForUpdate
 *     EnableRemoteDebug: true || false,
 *   },
 * };
 * const command = new UpdateTrainingJobCommand(input);
 * const response = await client.send(command);
 * // { // UpdateTrainingJobResponse
 * //   TrainingJobArn: "STRING_VALUE", // required
 * // };
 *
 * ```
 *
 * @param UpdateTrainingJobCommandInput - {@link UpdateTrainingJobCommandInput}
 * @returns {@link UpdateTrainingJobCommandOutput}
 * @see {@link UpdateTrainingJobCommandInput} for command's `input` shape.
 * @see {@link UpdateTrainingJobCommandOutput} for command's `response` shape.
 * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape.
 *
 * @throws {@link ResourceLimitExceeded} (client fault)
 *  <p> You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created. </p>
 *
 * @throws {@link ResourceNotFound} (client fault)
 *  <p>Resource being access is not found.</p>
 *
 * @throws {@link SageMakerServiceException}
 * <p>Base exception class for all service exceptions from SageMaker service.</p>
 *
 *
 * @public
 */
export declare class UpdateTrainingJobCommand extends UpdateTrainingJobCommand_base {
    /** @internal type navigation helper, not in runtime. */
    protected static __types: {
        api: {
            input: UpdateTrainingJobRequest;
            output: UpdateTrainingJobResponse;
        };
        sdk: {
            input: UpdateTrainingJobCommandInput;
            output: UpdateTrainingJobCommandOutput;
        };
    };
}