import { Command as $Command } from "@smithy/smithy-client"; import { MetadataBearer as __MetadataBearer } from "@smithy/types"; import { CreateProcessingJobRequest, CreateProcessingJobResponse } from "../models/models_2"; import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient"; /** * @public */ export type { __MetadataBearer }; export { $Command }; /** * @public * * The input for {@link CreateProcessingJobCommand}. */ export interface CreateProcessingJobCommandInput extends CreateProcessingJobRequest { } /** * @public * * The output of {@link CreateProcessingJobCommand}. */ export interface CreateProcessingJobCommandOutput extends CreateProcessingJobResponse, __MetadataBearer { } declare const CreateProcessingJobCommand_base: { new (input: CreateProcessingJobCommandInput): import("@smithy/smithy-client").CommandImpl; new (input: CreateProcessingJobCommandInput): import("@smithy/smithy-client").CommandImpl; getEndpointParameterInstructions(): import("@smithy/middleware-endpoint").EndpointParameterInstructions; }; /** *

Creates a processing job.

* @example * Use a bare-bones client and the command you need to make an API call. * ```javascript * import { SageMakerClient, CreateProcessingJobCommand } from "@aws-sdk/client-sagemaker"; // ES Modules import * // const { SageMakerClient, CreateProcessingJobCommand } = require("@aws-sdk/client-sagemaker"); // CommonJS import * const client = new SageMakerClient(config); * const input = { // CreateProcessingJobRequest * ProcessingInputs: [ // ProcessingInputs * { // ProcessingInput * InputName: "STRING_VALUE", // required * AppManaged: true || false, * S3Input: { // ProcessingS3Input * S3Uri: "STRING_VALUE", // required * LocalPath: "STRING_VALUE", * S3DataType: "ManifestFile" || "S3Prefix", // required * S3InputMode: "Pipe" || "File", * S3DataDistributionType: "FullyReplicated" || "ShardedByS3Key", * S3CompressionType: "None" || "Gzip", * }, * DatasetDefinition: { // DatasetDefinition * AthenaDatasetDefinition: { // AthenaDatasetDefinition * Catalog: "STRING_VALUE", // required * Database: "STRING_VALUE", // required * QueryString: "STRING_VALUE", // required * WorkGroup: "STRING_VALUE", * OutputS3Uri: "STRING_VALUE", // required * KmsKeyId: "STRING_VALUE", * OutputFormat: "PARQUET" || "ORC" || "AVRO" || "JSON" || "TEXTFILE", // required * OutputCompression: "GZIP" || "SNAPPY" || "ZLIB", * }, * RedshiftDatasetDefinition: { // RedshiftDatasetDefinition * ClusterId: "STRING_VALUE", // required * Database: "STRING_VALUE", // required * DbUser: "STRING_VALUE", // required * QueryString: "STRING_VALUE", // required * ClusterRoleArn: "STRING_VALUE", // required * OutputS3Uri: "STRING_VALUE", // required * KmsKeyId: "STRING_VALUE", * OutputFormat: "PARQUET" || "CSV", // required * OutputCompression: "None" || "GZIP" || "BZIP2" || "ZSTD" || "SNAPPY", * }, * LocalPath: "STRING_VALUE", * DataDistributionType: "FullyReplicated" || "ShardedByS3Key", * InputMode: "Pipe" || "File", * }, * }, * ], * ProcessingOutputConfig: { // ProcessingOutputConfig * Outputs: [ // ProcessingOutputs // required * { // ProcessingOutput * OutputName: "STRING_VALUE", // required * S3Output: { // ProcessingS3Output * S3Uri: "STRING_VALUE", // required * LocalPath: "STRING_VALUE", * S3UploadMode: "Continuous" || "EndOfJob", // required * }, * FeatureStoreOutput: { // ProcessingFeatureStoreOutput * FeatureGroupName: "STRING_VALUE", // required * }, * AppManaged: true || false, * }, * ], * KmsKeyId: "STRING_VALUE", * }, * ProcessingJobName: "STRING_VALUE", // required * ProcessingResources: { // ProcessingResources * ClusterConfig: { // ProcessingClusterConfig * 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", * }, * }, * StoppingCondition: { // ProcessingStoppingCondition * MaxRuntimeInSeconds: Number("int"), // required * }, * AppSpecification: { // AppSpecification * ImageUri: "STRING_VALUE", // required * ContainerEntrypoint: [ // ContainerEntrypoint * "STRING_VALUE", * ], * ContainerArguments: [ // ContainerArguments * "STRING_VALUE", * ], * }, * Environment: { // ProcessingEnvironmentMap * "": "STRING_VALUE", * }, * NetworkConfig: { // NetworkConfig * EnableInterContainerTrafficEncryption: true || false, * EnableNetworkIsolation: true || false, * VpcConfig: { // VpcConfig * SecurityGroupIds: [ // VpcSecurityGroupIds // required * "STRING_VALUE", * ], * Subnets: [ // Subnets // required * "STRING_VALUE", * ], * }, * }, * RoleArn: "STRING_VALUE", // required * Tags: [ // TagList * { // Tag * Key: "STRING_VALUE", // required * Value: "STRING_VALUE", // required * }, * ], * ExperimentConfig: { // ExperimentConfig * ExperimentName: "STRING_VALUE", * TrialName: "STRING_VALUE", * TrialComponentDisplayName: "STRING_VALUE", * RunName: "STRING_VALUE", * }, * }; * const command = new CreateProcessingJobCommand(input); * const response = await client.send(command); * // { // CreateProcessingJobResponse * // ProcessingJobArn: "STRING_VALUE", // required * // }; * * ``` * * @param CreateProcessingJobCommandInput - {@link CreateProcessingJobCommandInput} * @returns {@link CreateProcessingJobCommandOutput} * @see {@link CreateProcessingJobCommandInput} for command's `input` shape. * @see {@link CreateProcessingJobCommandOutput} for command's `response` shape. * @see {@link SageMakerClientResolvedConfig | config} for SageMakerClient's `config` shape. * * @throws {@link ResourceInUse} (client fault) *

Resource being accessed is in use.

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

You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.

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

Resource being access is not found.

* * @throws {@link SageMakerServiceException} *

Base exception class for all service exceptions from SageMaker service.

* * * @public */ export declare class CreateProcessingJobCommand extends CreateProcessingJobCommand_base { /** @internal type navigation helper, not in runtime. */ protected static __types: { api: { input: CreateProcessingJobRequest; output: CreateProcessingJobResponse; }; sdk: { input: CreateProcessingJobCommandInput; output: CreateProcessingJobCommandOutput; }; }; }