Interface SageMakerMetricsAsyncClient
- All Superinterfaces:
AutoCloseable
,AwsClient
,SdkAutoCloseable
,SdkClient
@Generated("software.amazon.awssdk:codegen")
@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.
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Field Summary
Modifier and TypeFieldDescriptionstatic final String
Value for looking up the service's metadata from theServiceMetadataProvider
.static final String
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Method Summary
Modifier and TypeMethodDescriptiondefault CompletableFuture
<BatchPutMetricsResponse> batchPutMetrics
(Consumer<BatchPutMetricsRequest.Builder> batchPutMetricsRequest) Used to ingest training metrics into SageMaker.default CompletableFuture
<BatchPutMetricsResponse> batchPutMetrics
(BatchPutMetricsRequest batchPutMetricsRequest) Used to ingest training metrics into SageMaker.builder()
Create a builder that can be used to configure and create aSageMakerMetricsAsyncClient
.static SageMakerMetricsAsyncClient
create()
Create aSageMakerMetricsAsyncClient
with the region loaded from theDefaultAwsRegionProviderChain
and credentials loaded from theDefaultCredentialsProvider
.The SDK service client configuration exposes client settings to the user, e.g., ClientOverrideConfigurationMethods inherited from interface software.amazon.awssdk.utils.SdkAutoCloseable
close
Methods inherited from interface software.amazon.awssdk.core.SdkClient
serviceName
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Field Details
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SERVICE_NAME
- See Also:
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SERVICE_METADATA_ID
Value for looking up the service's metadata from theServiceMetadataProvider
.- See Also:
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Method Details
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batchPutMetrics
default CompletableFuture<BatchPutMetricsResponse> batchPutMetrics(BatchPutMetricsRequest batchPutMetricsRequest) Used to ingest training metrics into SageMaker. These metrics can be visualized in SageMaker Studio and retrieved with the
GetMetrics
API.- 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 invokeThrowable.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:
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batchPutMetrics
default CompletableFuture<BatchPutMetricsResponse> batchPutMetrics(Consumer<BatchPutMetricsRequest.Builder> batchPutMetricsRequest) Used to ingest training metrics into SageMaker. These metrics can be visualized in SageMaker Studio and retrieved with the
GetMetrics
API.
This is a convenience which creates an instance of the
BatchPutMetricsRequest.Builder
avoiding the need to create one manually viaBatchPutMetricsRequest.builder()
- Parameters:
batchPutMetricsRequest
- AConsumer
that will call methods onBatchPutMetricsRequest.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 invokeThrowable.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:
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serviceClientConfiguration
Description copied from interface:SdkClient
The SDK service client configuration exposes client settings to the user, e.g., ClientOverrideConfiguration- Specified by:
serviceClientConfiguration
in interfaceAwsClient
- Specified by:
serviceClientConfiguration
in interfaceSdkClient
- Returns:
- SdkServiceClientConfiguration
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create
Create aSageMakerMetricsAsyncClient
with the region loaded from theDefaultAwsRegionProviderChain
and credentials loaded from theDefaultCredentialsProvider
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builder
Create a builder that can be used to configure and create aSageMakerMetricsAsyncClient
.
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