feat(client-sagemaker): This release adds following support 1/ Improv…

…ed SDK tooling for model deployment. 2/ New Inference Component based features to lower inference costs and latency 3/ SageMaker HyperPod management. 4/ Additional parameters for FM Fine Tuning in Autopilot
aws · Nov 29, 2023 · a8ae1e9 · a8ae1e9
1 parent 86e277d
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diff --git a/clients/client-sagemaker/README.md b/clients/client-sagemaker/README.md
@@ -305,6 +305,14 @@ CreateAutoMLJobV2
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreateAutoMLJobV2Command/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateAutoMLJobV2CommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateAutoMLJobV2CommandOutput/)
 
+</details>
+<details>
+<summary>
+CreateCluster
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreateClusterCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateClusterCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateClusterCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -457,6 +465,14 @@ CreateImageVersion
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreateImageVersionCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateImageVersionCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateImageVersionCommandOutput/)
 
+</details>
+<details>
+<summary>
+CreateInferenceComponent
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreateInferenceComponentCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateInferenceComponentCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateInferenceComponentCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -729,6 +745,14 @@ DeleteAssociation
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DeleteAssociationCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteAssociationCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteAssociationCommandOutput/)
 
+</details>
+<details>
+<summary>
+DeleteCluster
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DeleteClusterCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteClusterCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteClusterCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -865,6 +889,14 @@ DeleteImageVersion
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DeleteImageVersionCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteImageVersionCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteImageVersionCommandOutput/)
 
+</details>
+<details>
+<summary>
+DeleteInferenceComponent
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DeleteInferenceComponentCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteInferenceComponentCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteInferenceComponentCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -1105,6 +1137,22 @@ DescribeAutoMLJobV2
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DescribeAutoMLJobV2Command/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeAutoMLJobV2CommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeAutoMLJobV2CommandOutput/)
 
+</details>
+<details>
+<summary>
+DescribeCluster
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DescribeClusterCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeClusterCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeClusterCommandOutput/)
+
+</details>
+<details>
+<summary>
+DescribeClusterNode
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DescribeClusterNodeCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeClusterNodeCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeClusterNodeCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -1273,6 +1321,14 @@ DescribeImageVersion
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DescribeImageVersionCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeImageVersionCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeImageVersionCommandOutput/)
 
+</details>
+<details>
+<summary>
+DescribeInferenceComponent
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DescribeInferenceComponentCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeInferenceComponentCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeInferenceComponentCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -1665,6 +1721,22 @@ ListCandidatesForAutoMLJob
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/ListCandidatesForAutoMLJobCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListCandidatesForAutoMLJobCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListCandidatesForAutoMLJobCommandOutput/)
 
+</details>
+<details>
+<summary>
+ListClusterNodes
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/ListClusterNodesCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListClusterNodesCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListClusterNodesCommandOutput/)
+
+</details>
+<details>
+<summary>
+ListClusters
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/ListClustersCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListClustersCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListClustersCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -1833,6 +1905,14 @@ ListImageVersions
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/ListImageVersionsCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListImageVersionsCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListImageVersionsCommandOutput/)
 
+</details>
+<details>
+<summary>
+ListInferenceComponents
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/ListInferenceComponentsCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListInferenceComponentsCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListInferenceComponentsCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -2409,6 +2489,14 @@ UpdateArtifact
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/UpdateArtifactCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateArtifactCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateArtifactCommandOutput/)
 
+</details>
+<details>
+<summary>
+UpdateCluster
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/UpdateClusterCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateClusterCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateClusterCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -2513,6 +2601,22 @@ UpdateImageVersion
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/UpdateImageVersionCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateImageVersionCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateImageVersionCommandOutput/)
 
+</details>
+<details>
+<summary>
+UpdateInferenceComponent
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/UpdateInferenceComponentCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateInferenceComponentCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateInferenceComponentCommandOutput/)
+
+</details>
+<details>
+<summary>
+UpdateInferenceComponentRuntimeConfig
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/UpdateInferenceComponentRuntimeConfigCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateInferenceComponentRuntimeConfigCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateInferenceComponentRuntimeConfigCommandOutput/)
+
 </details>
 <details>
 <summary>