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feat(client-sagemaker): Launched a new feature in SageMaker to provid…
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…e 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.
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awstools committed Jun 18, 2024
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64 changes: 64 additions & 0 deletions clients/client-sagemaker/README.md
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Expand Up @@ -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>
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Expand Down Expand Up @@ -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>
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<summary>
CreatePresignedMlflowTrackingServerUrl
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[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>
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Expand Down Expand Up @@ -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>
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DeleteMlflowTrackingServer
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[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/)

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Expand Down Expand Up @@ -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>
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<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/)

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Expand Down Expand Up @@ -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>
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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/)

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Expand Down Expand Up @@ -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>
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<summary>
StartMlflowTrackingServer
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[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>
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Expand Down Expand Up @@ -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>
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<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>
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Expand Down Expand Up @@ -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>
Expand Down
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