import { Command as $Command } from "@smithy/smithy-client";
import { MetadataBearer as __MetadataBearer } from "@smithy/types";
import { CreateDataQualityJobDefinitionRequest, CreateDataQualityJobDefinitionResponse } from "../models/models_1";
import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
/**
 * @public
 */
export type { __MetadataBearer };
export { $Command };
/**
 * @public
 *
 * The input for {@link CreateDataQualityJobDefinitionCommand}.
 */
export interface CreateDataQualityJobDefinitionCommandInput extends CreateDataQualityJobDefinitionRequest {
}
/**
 * @public
 *
 * The output of {@link CreateDataQualityJobDefinitionCommand}.
 */
export interface CreateDataQualityJobDefinitionCommandOutput extends CreateDataQualityJobDefinitionResponse, __MetadataBearer {
}
declare const CreateDataQualityJobDefinitionCommand_base: {
    new (input: CreateDataQualityJobDefinitionCommandInput): import("@smithy/smithy-client").CommandImpl<CreateDataQualityJobDefinitionCommandInput, CreateDataQualityJobDefinitionCommandOutput, SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes>;
    new (input: CreateDataQualityJobDefinitionCommandInput): import("@smithy/smithy-client").CommandImpl<CreateDataQualityJobDefinitionCommandInput, CreateDataQualityJobDefinitionCommandOutput, SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes>;
    getEndpointParameterInstructions(): import("@smithy/middleware-endpoint").EndpointParameterInstructions;
};
/**
 * <p>Creates a definition for a job that monitors data quality and drift. For information about model monitor, see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html">Amazon SageMaker AI Model Monitor</a>.</p>
 * @example
 * Use a bare-bones client and the command you need to make an API call.
 * ```javascript
 * import { SageMakerClient, CreateDataQualityJobDefinitionCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import
 * // const { SageMakerClient, CreateDataQualityJobDefinitionCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import
 * const client = new SageMakerClient(config);
 * const input = { // CreateDataQualityJobDefinitionRequest
 *   JobDefinitionName: "STRING_VALUE", // required
 *   DataQualityBaselineConfig: { // DataQualityBaselineConfig
 *     BaseliningJobName: "STRING_VALUE",
 *     ConstraintsResource: { // MonitoringConstraintsResource
 *       S3Uri: "STRING_VALUE",
 *     },
 *     StatisticsResource: { // MonitoringStatisticsResource
 *       S3Uri: "STRING_VALUE",
 *     },
 *   },
 *   DataQualityAppSpecification: { // DataQualityAppSpecification
 *     ImageUri: "STRING_VALUE", // required
 *     ContainerEntrypoint: [ // ContainerEntrypoint
 *       "STRING_VALUE",
 *     ],
 *     ContainerArguments: [ // MonitoringContainerArguments
 *       "STRING_VALUE",
 *     ],
 *     RecordPreprocessorSourceUri: "STRING_VALUE",
 *     PostAnalyticsProcessorSourceUri: "STRING_VALUE",
 *     Environment: { // MonitoringEnvironmentMap
 *       "<keys>": "STRING_VALUE",
 *     },
 *   },
 *   DataQualityJobInput: { // DataQualityJobInput
 *     EndpointInput: { // EndpointInput
 *       EndpointName: "STRING_VALUE", // required
 *       LocalPath: "STRING_VALUE", // required
 *       S3InputMode: "Pipe" || "File",
 *       S3DataDistributionType: "FullyReplicated" || "ShardedByS3Key",
 *       FeaturesAttribute: "STRING_VALUE",
 *       InferenceAttribute: "STRING_VALUE",
 *       ProbabilityAttribute: "STRING_VALUE",
 *       ProbabilityThresholdAttribute: Number("double"),
 *       StartTimeOffset: "STRING_VALUE",
 *       EndTimeOffset: "STRING_VALUE",
 *       ExcludeFeaturesAttribute: "STRING_VALUE",
 *     },
 *     BatchTransformInput: { // BatchTransformInput
 *       DataCapturedDestinationS3Uri: "STRING_VALUE", // required
 *       DatasetFormat: { // MonitoringDatasetFormat
 *         Csv: { // MonitoringCsvDatasetFormat
 *           Header: true || false,
 *         },
 *         Json: { // MonitoringJsonDatasetFormat
 *           Line: true || false,
 *         },
 *         Parquet: {},
 *       },
 *       LocalPath: "STRING_VALUE", // required
 *       S3InputMode: "Pipe" || "File",
 *       S3DataDistributionType: "FullyReplicated" || "ShardedByS3Key",
 *       FeaturesAttribute: "STRING_VALUE",
 *       InferenceAttribute: "STRING_VALUE",
 *       ProbabilityAttribute: "STRING_VALUE",
 *       ProbabilityThresholdAttribute: Number("double"),
 *       StartTimeOffset: "STRING_VALUE",
 *       EndTimeOffset: "STRING_VALUE",
 *       ExcludeFeaturesAttribute: "STRING_VALUE",
 *     },
 *   },
 *   DataQualityJobOutputConfig: { // MonitoringOutputConfig
 *     MonitoringOutputs: [ // MonitoringOutputs // required
 *       { // MonitoringOutput
 *         S3Output: { // MonitoringS3Output
 *           S3Uri: "STRING_VALUE", // required
 *           LocalPath: "STRING_VALUE", // required
 *           S3UploadMode: "Continuous" || "EndOfJob",
 *         },
 *       },
 *     ],
 *     KmsKeyId: "STRING_VALUE",
 *   },
 *   JobResources: { // MonitoringResources
 *     ClusterConfig: { // MonitoringClusterConfig
 *       InstanceCount: Number("int"), // 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", // required
 *       VolumeSizeInGB: Number("int"), // required
 *       VolumeKmsKeyId: "STRING_VALUE",
 *     },
 *   },
 *   NetworkConfig: { // MonitoringNetworkConfig
 *     EnableInterContainerTrafficEncryption: true || false,
 *     EnableNetworkIsolation: true || false,
 *     VpcConfig: { // VpcConfig
 *       SecurityGroupIds: [ // VpcSecurityGroupIds // required
 *         "STRING_VALUE",
 *       ],
 *       Subnets: [ // Subnets // required
 *         "STRING_VALUE",
 *       ],
 *     },
 *   },
 *   RoleArn: "STRING_VALUE", // required
 *   StoppingCondition: { // MonitoringStoppingCondition
 *     MaxRuntimeInSeconds: Number("int"), // required
 *   },
 *   Tags: [ // TagList
 *     { // Tag
 *       Key: "STRING_VALUE", // required
 *       Value: "STRING_VALUE", // required
 *     },
 *   ],
 * };
 * const command = new CreateDataQualityJobDefinitionCommand(input);
 * const response = await client.send(command);
 * // { // CreateDataQualityJobDefinitionResponse
 * //   JobDefinitionArn: "STRING_VALUE", // required
 * // };
 *
 * ```
 *
 * @param CreateDataQualityJobDefinitionCommandInput - {@link CreateDataQualityJobDefinitionCommandInput}
 * @returns {@link CreateDataQualityJobDefinitionCommandOutput}
 * @see {@link CreateDataQualityJobDefinitionCommandInput} for command's `input` shape.
 * @see {@link CreateDataQualityJobDefinitionCommandOutput} for command's `response` shape.
 * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape.
 *
 * @throws {@link ResourceInUse} (client fault)
 *  <p>Resource being accessed is in use.</p>
 *
 * @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 SageMakerServiceException}
 * <p>Base exception class for all service exceptions from SageMaker service.</p>
 *
 *
 * @public
 */
export declare class CreateDataQualityJobDefinitionCommand extends CreateDataQualityJobDefinitionCommand_base {
    /** @internal type navigation helper, not in runtime. */
    protected static __types: {
        api: {
            input: CreateDataQualityJobDefinitionRequest;
            output: CreateDataQualityJobDefinitionResponse;
        };
        sdk: {
            input: CreateDataQualityJobDefinitionCommandInput;
            output: CreateDataQualityJobDefinitionCommandOutput;
        };
    };
}