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feat(client-sagemaker): Adds support for ModelDataSource in Model Packages to support unzipped models. Adds support to specify SourceUri for models which allows registration of models without mandating a container for hosting. Using SourceUri, customers can decouple the model from hosting information during registration.
1 parent 7e1e66c commit 06093eb

15 files changed

+502
-220
lines changed

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

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@@ -57,6 +57,16 @@ export interface BatchDescribeModelPackageCommandOutput extends BatchDescribeMod
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* // Image: "STRING_VALUE", // required
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* // ImageDigest: "STRING_VALUE",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: { // ModelDataSource
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* // S3DataSource: { // S3ModelDataSource
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: { // ModelAccessConfig
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ProductId: "STRING_VALUE",
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* // Environment: { // EnvironmentMap
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* // "<keys>": "STRING_VALUE",

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

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@@ -111,6 +111,16 @@ export interface CreateAlgorithmCommandOutput extends CreateAlgorithmOutput, __M
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* Image: "STRING_VALUE", // required
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* ImageDigest: "STRING_VALUE",
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* ModelDataUrl: "STRING_VALUE",
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* ModelDataSource: { // ModelDataSource
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* S3DataSource: { // S3ModelDataSource
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* S3Uri: "STRING_VALUE", // required
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* S3DataType: "S3Prefix" || "S3Object", // required
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* CompressionType: "None" || "Gzip", // required
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* ModelAccessConfig: { // ModelAccessConfig
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* AcceptEula: true || false, // required
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* },
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* },
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* },
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* ProductId: "STRING_VALUE",
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* Environment: { // EnvironmentMap
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* "<keys>": "STRING_VALUE",

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

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@@ -38,9 +38,6 @@ export interface CreateModelCommandOutput extends CreateModelOutput, __MetadataB
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* <code>CreateEndpointConfig</code> API, and then create an endpoint with the
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* <code>CreateEndpoint</code> API. SageMaker then deploys all of the containers that you
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* defined for the model in the hosting environment. </p>
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* <p>For an example that calls this method when deploying a model to SageMaker hosting services,
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* see <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/realtime-endpoints-deployment.html#realtime-endpoints-deployment-create-model">Create a Model (Amazon Web Services SDK for Python (Boto 3)).</a>
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* </p>
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* <p>To run a batch transform using your model, you start a job with the
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* <code>CreateTransformJob</code> API. SageMaker uses your model and your dataset to get
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* inferences which are then saved to a specified S3 location.</p>

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

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@@ -65,6 +65,16 @@ export interface CreateModelPackageCommandOutput extends CreateModelPackageOutpu
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* Image: "STRING_VALUE", // required
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* ImageDigest: "STRING_VALUE",
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* ModelDataUrl: "STRING_VALUE",
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* ModelDataSource: { // ModelDataSource
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* S3DataSource: { // S3ModelDataSource
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* S3Uri: "STRING_VALUE", // required
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* S3DataType: "S3Prefix" || "S3Object", // required
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* CompressionType: "None" || "Gzip", // required
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* ModelAccessConfig: { // ModelAccessConfig
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* AcceptEula: true || false, // required
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* },
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* },
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* },
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* ProductId: "STRING_VALUE",
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* Environment: { // EnvironmentMap
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* "<keys>": "STRING_VALUE",
@@ -137,6 +147,16 @@ export interface CreateModelPackageCommandOutput extends CreateModelPackageOutpu
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* SourceAlgorithms: [ // SourceAlgorithmList // required
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* { // SourceAlgorithm
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* ModelDataUrl: "STRING_VALUE",
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* ModelDataSource: {
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* S3DataSource: {
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* S3Uri: "STRING_VALUE", // required
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* S3DataType: "S3Prefix" || "S3Object", // required
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* CompressionType: "None" || "Gzip", // required
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* ModelAccessConfig: {
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* AcceptEula: true || false, // required
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* },
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* },
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* },
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* AlgorithmName: "STRING_VALUE", // required
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* },
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* ],
@@ -237,6 +257,16 @@ export interface CreateModelPackageCommandOutput extends CreateModelPackageOutpu
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* Image: "STRING_VALUE", // required
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* ImageDigest: "STRING_VALUE",
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* ModelDataUrl: "STRING_VALUE",
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* ModelDataSource: {
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* S3DataSource: {
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* S3Uri: "STRING_VALUE", // required
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* S3DataType: "S3Prefix" || "S3Object", // required
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* CompressionType: "None" || "Gzip", // required
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* ModelAccessConfig: {
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* AcceptEula: true || false, // required
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* },
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* },
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* },
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* ProductId: "STRING_VALUE",
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* Environment: {
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* "<keys>": "STRING_VALUE",
@@ -269,6 +299,7 @@ export interface CreateModelPackageCommandOutput extends CreateModelPackageOutpu
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* },
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* ],
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* SkipModelValidation: "All" || "None",
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* SourceUri: "STRING_VALUE",
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* };
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* const command = new CreateModelPackageCommand(input);
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* const response = await client.send(command);

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

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@@ -118,6 +118,16 @@ export interface DescribeAlgorithmCommandOutput extends DescribeAlgorithmOutput,
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* // Image: "STRING_VALUE", // required
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* // ImageDigest: "STRING_VALUE",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: { // ModelDataSource
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* // S3DataSource: { // S3ModelDataSource
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: { // ModelAccessConfig
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ProductId: "STRING_VALUE",
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* // Environment: { // EnvironmentMap
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* // "<keys>": "STRING_VALUE",

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

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@@ -57,6 +57,16 @@ export interface DescribeModelPackageCommandOutput extends DescribeModelPackageO
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* // Image: "STRING_VALUE", // required
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* // ImageDigest: "STRING_VALUE",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: { // ModelDataSource
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* // S3DataSource: { // S3ModelDataSource
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: { // ModelAccessConfig
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ProductId: "STRING_VALUE",
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* // Environment: { // EnvironmentMap
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* // "<keys>": "STRING_VALUE",
@@ -91,6 +101,16 @@ export interface DescribeModelPackageCommandOutput extends DescribeModelPackageO
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* // SourceAlgorithms: [ // SourceAlgorithmList // required
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* // { // SourceAlgorithm
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: {
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* // S3DataSource: {
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: {
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // AlgorithmName: "STRING_VALUE", // required
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* // },
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* // ],
@@ -261,6 +281,16 @@ export interface DescribeModelPackageCommandOutput extends DescribeModelPackageO
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* // Image: "STRING_VALUE", // required
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* // ImageDigest: "STRING_VALUE",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: {
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* // S3DataSource: {
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: {
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ProductId: "STRING_VALUE",
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* // Environment: {
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* // "<keys>": "STRING_VALUE",
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* // },
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* // ],
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* // SkipModelValidation: "All" || "None",
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* // SourceUri: "STRING_VALUE",
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* // };
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*
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* ```

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

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@@ -1088,6 +1088,16 @@ export interface SearchCommandOutput extends SearchResponse, __MetadataBearer {}
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* // Image: "STRING_VALUE", // required
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* // ImageDigest: "STRING_VALUE",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: { // ModelDataSource
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* // S3DataSource: { // S3ModelDataSource
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: { // ModelAccessConfig
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ProductId: "STRING_VALUE",
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* // Environment: { // EnvironmentMap
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* // "<keys>": "STRING_VALUE",
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* // SourceAlgorithms: [ // SourceAlgorithmList // required
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* // { // SourceAlgorithm
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: {
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* // S3DataSource: {
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: {
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // AlgorithmName: "STRING_VALUE", // required
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* // },
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* // ],
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* // Image: "STRING_VALUE", // required
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* // ImageDigest: "STRING_VALUE",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: {
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* // S3DataSource: {
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: {
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ProductId: "STRING_VALUE",
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* // Environment: {
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* // "<keys>": "STRING_VALUE",
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* // ],
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* // },
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* // ],
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* // SourceUri: "STRING_VALUE",
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* // Tags: "<TagList>",
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* // CustomerMetadataProperties: { // CustomerMetadataMap
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* // "<keys>": "STRING_VALUE",
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* // },
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* // Mode: "SingleModel" || "MultiModel",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: { // ModelDataSource
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* // S3DataSource: { // S3ModelDataSource
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: { // ModelAccessConfig
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ModelDataSource: "<ModelDataSource>",
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* // Environment: "<EnvironmentMap>",
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* // ModelPackageName: "STRING_VALUE",
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* // InferenceSpecificationName: "STRING_VALUE",
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* // },
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* // Mode: "SingleModel" || "MultiModel",
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* // ModelDataUrl: "STRING_VALUE",
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* // ModelDataSource: {
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* // S3DataSource: {
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* // S3Uri: "STRING_VALUE", // required
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* // S3DataType: "S3Prefix" || "S3Object", // required
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* // CompressionType: "None" || "Gzip", // required
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* // ModelAccessConfig: {
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* // AcceptEula: true || false, // required
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* // },
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* // },
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* // },
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* // ModelDataSource: "<ModelDataSource>",
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* // Environment: "<EnvironmentMap>",
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* // ModelPackageName: "STRING_VALUE",
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* // InferenceSpecificationName: "STRING_VALUE",

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

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@@ -39,7 +39,10 @@ export interface UpdateFeatureGroupCommandOutput extends UpdateFeatureGroupRespo
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* feature group <i>after the feature group is updated</i>. If a record level
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* <code>TtlDuration</code> exists from using the <code>PutRecord</code> API, the record
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* level <code>TtlDuration</code> applies to that record instead of the default
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* <code>TtlDuration</code>.</p>
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* <code>TtlDuration</code>. To remove the default <code>TtlDuration</code> from an
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* existing feature group, use the <code>UpdateFeatureGroup</code> API and set the
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* <code>TtlDuration</code>
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* <code>Unit</code> and <code>Value</code> to <code>null</code>.</p>
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* @example
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* Use a bare-bones client and the command you need to make an API call.
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* ```javascript

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