feat(client-sagemaker): Launched a new feature in SageMaker to provide managed MLflow Tracking Servers for customers to track ML experiments. This release also adds a new capability of attaching additional storage to SageMaker HyperPod cluster instances.

Author: awstools

clients/client-sagemaker/README.md

@@ -497,6 +497,14 @@ CreateLabelingJob
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreateLabelingJobCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateLabelingJobCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateLabelingJobCommandOutput/)
 
+</details>
+<details>
+<summary>
+CreateMlflowTrackingServer
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreateMlflowTrackingServerCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateMlflowTrackingServerCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreateMlflowTrackingServerCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -601,6 +609,14 @@ CreatePresignedDomainUrl
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreatePresignedDomainUrlCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreatePresignedDomainUrlCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreatePresignedDomainUrlCommandOutput/)
 
+</details>
+<details>
+<summary>
+CreatePresignedMlflowTrackingServerUrl
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/CreatePresignedMlflowTrackingServerUrlCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreatePresignedMlflowTrackingServerUrlCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/CreatePresignedMlflowTrackingServerUrlCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -921,6 +937,14 @@ DeleteInferenceExperiment
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DeleteInferenceExperimentCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteInferenceExperimentCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteInferenceExperimentCommandOutput/)
 
+</details>
+<details>
+<summary>
+DeleteMlflowTrackingServer
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DeleteMlflowTrackingServerCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteMlflowTrackingServerCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DeleteMlflowTrackingServerCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -1377,6 +1401,14 @@ DescribeLineageGroup
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DescribeLineageGroupCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeLineageGroupCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeLineageGroupCommandOutput/)
 
+</details>
+<details>
+<summary>
+DescribeMlflowTrackingServer
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/DescribeMlflowTrackingServerCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeMlflowTrackingServerCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/DescribeMlflowTrackingServerCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -1977,6 +2009,14 @@ ListLineageGroups
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/ListLineageGroupsCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListLineageGroupsCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListLineageGroupsCommandOutput/)
 
+</details>
+<details>
+<summary>
+ListMlflowTrackingServers
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/ListMlflowTrackingServersCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListMlflowTrackingServersCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/ListMlflowTrackingServersCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -2345,6 +2385,14 @@ StartInferenceExperiment
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/StartInferenceExperimentCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StartInferenceExperimentCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StartInferenceExperimentCommandOutput/)
 
+</details>
+<details>
+<summary>
+StartMlflowTrackingServer
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/StartMlflowTrackingServerCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StartMlflowTrackingServerCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StartMlflowTrackingServerCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -2433,6 +2481,14 @@ StopLabelingJob
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/StopLabelingJobCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StopLabelingJobCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StopLabelingJobCommandOutput/)
 
+</details>
+<details>
+<summary>
+StopMlflowTrackingServer
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/StopMlflowTrackingServerCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StopMlflowTrackingServerCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/StopMlflowTrackingServerCommandOutput/)
+
 </details>
 <details>
 <summary>
@@ -2649,6 +2705,14 @@ UpdateInferenceExperiment
 
 [Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/UpdateInferenceExperimentCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateInferenceExperimentCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateInferenceExperimentCommandOutput/)
 
+</details>
+<details>
+<summary>
+UpdateMlflowTrackingServer
+</summary>
+
+[Command API Reference](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sagemaker/command/UpdateMlflowTrackingServerCommand/) / [Input](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateMlflowTrackingServerCommandInput/) / [Output](https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-sagemaker/Interface/UpdateMlflowTrackingServerCommandOutput/)
+
 </details>
 <details>
 <summary>