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feat(client-sagemaker): Introduces Serverless training: A fully managed compute infrastructure that abstracts away all infrastructure complexity, allowing you to focus purely on model development.
Added AI model customization assets used to train, refine, and evaluate custom models during the model customization process.
1 parent 415382c commit ca01bcc

36 files changed

+6776
-5077
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‎clients/client-sagemaker/src/commands/BatchDescribeModelPackageCommand.ts‎

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@@ -91,6 +91,12 @@ export interface BatchDescribeModelPackageCommandOutput extends BatchDescribeMod
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* // ETag: "STRING_VALUE",
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* // },
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* // ModelDataETag: "STRING_VALUE",
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* // IsCheckpoint: true || false,
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* // BaseModel: { // BaseModel
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* // HubContentName: "STRING_VALUE",
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* // HubContentVersion: "STRING_VALUE",
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* // RecipeName: "STRING_VALUE",
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* // },
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* // },
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* // ],
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* // SupportedTransformInstanceTypes: [ // TransformInstanceTypes
@@ -108,6 +114,7 @@ export interface BatchDescribeModelPackageCommandOutput extends BatchDescribeMod
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* // },
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* // ModelPackageStatus: "Pending" || "InProgress" || "Completed" || "Failed" || "Deleting", // required
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* // ModelApprovalStatus: "Approved" || "Rejected" || "PendingManualApproval",
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* // ModelPackageRegistrationType: "Logged" || "Registered",
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* // },
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* // },
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* // BatchDescribeModelPackageErrorMap: { // BatchDescribeModelPackageErrorMap

‎clients/client-sagemaker/src/commands/CreateAlgorithmCommand.ts‎

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@@ -146,6 +146,12 @@ export interface CreateAlgorithmCommandOutput extends CreateAlgorithmOutput, __M
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* ETag: "STRING_VALUE",
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* },
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* ModelDataETag: "STRING_VALUE",
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* IsCheckpoint: true || false,
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* BaseModel: { // BaseModel
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* HubContentName: "STRING_VALUE",
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* HubContentVersion: "STRING_VALUE",
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* RecipeName: "STRING_VALUE",
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* },
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* },
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* ],
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* SupportedTransformInstanceTypes: [ // TransformInstanceTypes
@@ -198,6 +204,9 @@ export interface CreateAlgorithmCommandOutput extends CreateAlgorithmOutput, __M
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* FileSystemType: "EFS" || "FSxLustre", // required
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* DirectoryPath: "STRING_VALUE", // required
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* },
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* DatasetSource: { // DatasetSource
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* DatasetArn: "STRING_VALUE", // required
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* },
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* },
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* ContentType: "STRING_VALUE",
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* CompressionType: "None" || "Gzip",

‎clients/client-sagemaker/src/commands/CreateComputeQuotaCommand.ts‎

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@@ -4,7 +4,8 @@ import { Command as $Command } from "@smithy/smithy-client";
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import { MetadataBearer as __MetadataBearer } from "@smithy/types";
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import { commonParams } from "../endpoint/EndpointParameters";
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import { CreateComputeQuotaRequest, CreateComputeQuotaResponse } from "../models/models_0";
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import { CreateComputeQuotaRequest } from "../models/models_0";
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import { CreateComputeQuotaResponse } from "../models/models_1";
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import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
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import { CreateComputeQuota } from "../schemas/schemas_0";
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‎clients/client-sagemaker/src/commands/CreateContextCommand.ts‎

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@@ -4,7 +4,7 @@ import { Command as $Command } from "@smithy/smithy-client";
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import { MetadataBearer as __MetadataBearer } from "@smithy/types";
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import { commonParams } from "../endpoint/EndpointParameters";
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import { CreateContextRequest, CreateContextResponse } from "../models/models_0";
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import { CreateContextRequest, CreateContextResponse } from "../models/models_1";
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import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
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import { CreateContext } from "../schemas/schemas_0";
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‎clients/client-sagemaker/src/commands/CreateHyperParameterTuningJobCommand.ts‎

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@@ -181,6 +181,9 @@ export interface CreateHyperParameterTuningJobCommandOutput
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* FileSystemType: "EFS" || "FSxLustre", // required
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* DirectoryPath: "STRING_VALUE", // required
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* },
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* DatasetSource: { // DatasetSource
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* DatasetArn: "STRING_VALUE", // required
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* },
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* },
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* ContentType: "STRING_VALUE",
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* CompressionType: "None" || "Gzip",
@@ -342,6 +345,9 @@ export interface CreateHyperParameterTuningJobCommandOutput
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* FileSystemType: "EFS" || "FSxLustre", // required
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* DirectoryPath: "STRING_VALUE", // required
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* },
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* DatasetSource: {
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* DatasetArn: "STRING_VALUE", // required
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* },
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* },
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* ContentType: "STRING_VALUE",
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* CompressionType: "None" || "Gzip",

‎clients/client-sagemaker/src/commands/CreateModelPackageCommand.ts‎

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@@ -40,6 +40,7 @@ export interface CreateModelPackageCommandOutput extends CreateModelPackageOutpu
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* ModelPackageName: "STRING_VALUE",
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* ModelPackageGroupName: "STRING_VALUE",
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* ModelPackageDescription: "STRING_VALUE",
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* ModelPackageRegistrationType: "Logged" || "Registered",
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* InferenceSpecification: { // InferenceSpecification
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* Containers: [ // ModelPackageContainerDefinitionList // required
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* { // ModelPackageContainerDefinition
@@ -80,6 +81,12 @@ export interface CreateModelPackageCommandOutput extends CreateModelPackageOutpu
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* ETag: "STRING_VALUE",
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* },
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* ModelDataETag: "STRING_VALUE",
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* IsCheckpoint: true || false,
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* BaseModel: { // BaseModel
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* HubContentName: "STRING_VALUE",
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* HubContentVersion: "STRING_VALUE",
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* RecipeName: "STRING_VALUE",
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* },
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* },
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* ],
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* SupportedTransformInstanceTypes: [ // TransformInstanceTypes
@@ -288,6 +295,12 @@ export interface CreateModelPackageCommandOutput extends CreateModelPackageOutpu
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* ETag: "STRING_VALUE",
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* },
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* ModelDataETag: "STRING_VALUE",
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* IsCheckpoint: true || false,
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* BaseModel: {
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* HubContentName: "STRING_VALUE",
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* HubContentVersion: "STRING_VALUE",
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* RecipeName: "STRING_VALUE",
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* },
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* },
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* ],
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* SupportedTransformInstanceTypes: [

‎clients/client-sagemaker/src/commands/CreateStudioLifecycleConfigCommand.ts‎

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@@ -4,7 +4,7 @@ import { Command as $Command } from "@smithy/smithy-client";
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import { MetadataBearer as __MetadataBearer } from "@smithy/types";
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import { commonParams } from "../endpoint/EndpointParameters";
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import { CreateStudioLifecycleConfigRequest, CreateStudioLifecycleConfigResponse } from "../models/models_1";
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import { CreateStudioLifecycleConfigRequest, CreateStudioLifecycleConfigResponse } from "../models/models_2";
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import { SageMakerClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../SageMakerClient";
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import { CreateStudioLifecycleConfig } from "../schemas/schemas_0";
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‎clients/client-sagemaker/src/commands/CreateTrainingJobCommand.ts‎

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@@ -93,6 +93,9 @@ export interface CreateTrainingJobCommandOutput extends CreateTrainingJobRespons
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* FileSystemType: "EFS" || "FSxLustre", // required
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* DirectoryPath: "STRING_VALUE", // required
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* },
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* DatasetSource: { // DatasetSource
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* DatasetArn: "STRING_VALUE", // required
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* },
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* },
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* ContentType: "STRING_VALUE",
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* CompressionType: "None" || "Gzip",
@@ -232,6 +235,24 @@ export interface CreateTrainingJobCommandOutput extends CreateTrainingJobRespons
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* SessionChainingConfig: { // SessionChainingConfig
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* EnableSessionTagChaining: true || false,
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* },
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* ServerlessJobConfig: { // ServerlessJobConfig
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* BaseModelArn: "STRING_VALUE", // required
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* AcceptEula: true || false,
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* JobType: "FineTuning" || "Evaluation", // required
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* CustomizationTechnique: "SFT" || "DPO" || "RLVR" || "RLAIF",
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* Peft: "LORA",
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* EvaluationType: "LLMAJEvaluation" || "CustomScorerEvaluation" || "BenchmarkEvaluation",
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* EvaluatorArn: "STRING_VALUE",
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* },
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* MlflowConfig: { // MlflowConfig
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* MlflowResourceArn: "STRING_VALUE", // required
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* MlflowExperimentName: "STRING_VALUE",
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* MlflowRunName: "STRING_VALUE",
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* },
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* ModelPackageConfig: { // ModelPackageConfig
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* ModelPackageGroupArn: "STRING_VALUE", // required
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* SourceModelPackageArn: "STRING_VALUE",
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* },
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* };
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* const command = new CreateTrainingJobCommand(input);
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* const response = await client.send(command);

‎clients/client-sagemaker/src/commands/DescribeAlgorithmCommand.ts‎

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@@ -153,6 +153,12 @@ export interface DescribeAlgorithmCommandOutput extends DescribeAlgorithmOutput,
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* // ETag: "STRING_VALUE",
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* // },
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* // ModelDataETag: "STRING_VALUE",
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* // IsCheckpoint: true || false,
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* // BaseModel: { // BaseModel
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* // HubContentName: "STRING_VALUE",
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* // HubContentVersion: "STRING_VALUE",
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* // RecipeName: "STRING_VALUE",
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* // },
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* // },
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* // ],
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* // SupportedTransformInstanceTypes: [ // TransformInstanceTypes
@@ -205,6 +211,9 @@ export interface DescribeAlgorithmCommandOutput extends DescribeAlgorithmOutput,
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* // FileSystemType: "EFS" || "FSxLustre", // required
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* // DirectoryPath: "STRING_VALUE", // required
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* // },
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* // DatasetSource: { // DatasetSource
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* // DatasetArn: "STRING_VALUE", // required
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* // },
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* // },
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* // ContentType: "STRING_VALUE",
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* // CompressionType: "None" || "Gzip",

‎clients/client-sagemaker/src/commands/DescribeHyperParameterTuningJobCommand.ts‎

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@@ -187,6 +187,9 @@ export interface DescribeHyperParameterTuningJobCommandOutput
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* // FileSystemType: "EFS" || "FSxLustre", // required
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* // DirectoryPath: "STRING_VALUE", // required
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* // },
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* // DatasetSource: { // DatasetSource
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* // DatasetArn: "STRING_VALUE", // required
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* // },
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* // },
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* // ContentType: "STRING_VALUE",
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* // CompressionType: "None" || "Gzip",
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* // FileSystemType: "EFS" || "FSxLustre", // required
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* // DirectoryPath: "STRING_VALUE", // required
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* // },
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* // DatasetSource: {
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* // DatasetArn: "STRING_VALUE", // required
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* // },
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* // },
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* // ContentType: "STRING_VALUE",
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* // CompressionType: "None" || "Gzip",

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