Interface SageMakerMetricsAsyncClient

All Superinterfaces:
AutoCloseable, AwsClient, SdkAutoCloseable, SdkClient
@Generated("software.amazon.awssdk:codegen") @SdkPublicApi @ThreadSafe public interface SageMakerMetricsAsyncClient extends AwsClient
Service client for accessing SageMaker Metrics asynchronously. This can be created using the static builder() method.The asynchronous client performs non-blocking I/O when configured with any SdkAsyncHttpClient supported in the SDK. However, full non-blocking is not guaranteed as the async client may perform blocking calls in some cases such as credentials retrieval and endpoint discovery as part of the async API call.

Contains all data plane API operations and data types for Amazon SageMaker Metrics. Use these APIs to put and retrieve (get) features related to your training run.

  • Field Details

  • Method Details

    • batchGetMetrics

      default CompletableFuture<BatchGetMetricsResponse> batchGetMetrics(BatchGetMetricsRequest batchGetMetricsRequest)

      Used to retrieve training metrics from SageMaker.

      Parameters:
      batchGetMetricsRequest -
      Returns:
      A Java Future containing the result of the BatchGetMetrics operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • SageMakerMetricsException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • batchGetMetrics

      default CompletableFuture<BatchGetMetricsResponse> batchGetMetrics(Consumer<BatchGetMetricsRequest.Builder> batchGetMetricsRequest)

      Used to retrieve training metrics from SageMaker.


      This is a convenience which creates an instance of the BatchGetMetricsRequest.Builder avoiding the need to create one manually via BatchGetMetricsRequest.builder()

      Parameters:
      batchGetMetricsRequest - A Consumer that will call methods on BatchGetMetricsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the BatchGetMetrics operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • SageMakerMetricsException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • batchPutMetrics

      default CompletableFuture<BatchPutMetricsResponse> batchPutMetrics(BatchPutMetricsRequest batchPutMetricsRequest)

      Used to ingest training metrics into SageMaker. These metrics can be visualized in SageMaker Studio.

      Parameters:
      batchPutMetricsRequest -
      Returns:
      A Java Future containing the result of the BatchPutMetrics operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • SageMakerMetricsException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • batchPutMetrics

      default CompletableFuture<BatchPutMetricsResponse> batchPutMetrics(Consumer<BatchPutMetricsRequest.Builder> batchPutMetricsRequest)

      Used to ingest training metrics into SageMaker. These metrics can be visualized in SageMaker Studio.


      This is a convenience which creates an instance of the BatchPutMetricsRequest.Builder avoiding the need to create one manually via BatchPutMetricsRequest.builder()

      Parameters:
      batchPutMetricsRequest - A Consumer that will call methods on BatchPutMetricsRequest.Builder to create a request.
      Returns:
      A Java Future containing the result of the BatchPutMetrics operation returned by the service.
      The CompletableFuture returned by this method can be completed exceptionally with the following exceptions. The exception returned is wrapped with CompletionException, so you need to invoke Throwable.getCause() to retrieve the underlying exception.
      • SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
      • SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
      • SageMakerMetricsException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.
      See Also:

    • serviceClientConfiguration

      default SageMakerMetricsServiceClientConfiguration serviceClientConfiguration()
      Description copied from interface: SdkClient
      The SDK service client configuration exposes client settings to the user, e.g., ClientOverrideConfiguration
      Specified by:
      serviceClientConfiguration in interface AwsClient
      Specified by:
      serviceClientConfiguration in interface SdkClient
      Returns:
      SdkServiceClientConfiguration

    • create

      static SageMakerMetricsAsyncClient create()
      Create a SageMakerMetricsAsyncClient with the region loaded from the DefaultAwsRegionProviderChain and credentials loaded from the DefaultCredentialsProvider.

    • builder

      static SageMakerMetricsAsyncClientBuilder builder()
      Create a builder that can be used to configure and create a SageMakerMetricsAsyncClient.