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AWS SDK for Java 1.x API Reference - 1.12.795

We announced the upcoming end-of-support for AWS SDK for Java (v1). We recommend that you migrate to AWS SDK for Java v2. For dates, additional details, and information on how to migrate, please refer to the linked announcement.
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com.amazonaws.services.sagemakerruntime

Class AbstractAmazonSageMakerRuntimeAsync

    • Method Detail

      • invokeEndpointAsync

        public Future<InvokeEndpointResult> invokeEndpointAsync(InvokeEndpointRequest request)
        Description copied from interface: AmazonSageMakerRuntimeAsync

        After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint.

        For an overview of Amazon SageMaker, see How It Works.

        Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

        Calls to InvokeEndpoint are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

        A customer's model containers must respond to requests within 60 seconds. The model itself can have a maximum processing time of 60 seconds before responding to invocations. If your model is going to take 50-60 seconds of processing time, the SDK socket timeout should be set to be 70 seconds.

        Endpoints are scoped to an individual account, and are not public. The URL does not contain the account ID, but Amazon SageMaker determines the account ID from the authentication token that is supplied by the caller.

        Specified by:
        invokeEndpointAsync in interface AmazonSageMakerRuntimeAsync
        Returns:
        A Java Future containing the result of the InvokeEndpoint operation returned by the service.
        See Also:
        AWS API Documentation
      • invokeEndpointAsync

        public Future<InvokeEndpointResult> invokeEndpointAsync(InvokeEndpointRequest request,
         AsyncHandler<InvokeEndpointRequest,InvokeEndpointResult> asyncHandler)
        Description copied from interface: AmazonSageMakerRuntimeAsync

        After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint.

        For an overview of Amazon SageMaker, see How It Works.

        Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

        Calls to InvokeEndpoint are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

        A customer's model containers must respond to requests within 60 seconds. The model itself can have a maximum processing time of 60 seconds before responding to invocations. If your model is going to take 50-60 seconds of processing time, the SDK socket timeout should be set to be 70 seconds.

        Endpoints are scoped to an individual account, and are not public. The URL does not contain the account ID, but Amazon SageMaker determines the account ID from the authentication token that is supplied by the caller.

        Specified by:
        invokeEndpointAsync in interface AmazonSageMakerRuntimeAsync
        asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
        Returns:
        A Java Future containing the result of the InvokeEndpoint operation returned by the service.
        See Also:
        AWS API Documentation
      • invokeEndpointAsyncAsync

        public Future<InvokeEndpointAsyncResult> invokeEndpointAsyncAsync(InvokeEndpointAsyncRequest request)
        Description copied from interface: AmazonSageMakerRuntimeAsync

        After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint in an asynchronous manner.

        Inference requests sent to this API are enqueued for asynchronous processing. The processing of the inference request may or may not complete before you receive a response from this API. The response from this API will not contain the result of the inference request but contain information about where you can locate it.

        Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

        Calls to InvokeEndpointAsync are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

        Specified by:
        invokeEndpointAsyncAsync in interface AmazonSageMakerRuntimeAsync
        Returns:
        A Java Future containing the result of the InvokeEndpointAsync operation returned by the service.
        See Also:
        AWS API Documentation
      • invokeEndpointAsyncAsync

        public Future<InvokeEndpointAsyncResult> invokeEndpointAsyncAsync(InvokeEndpointAsyncRequest request,
         AsyncHandler<InvokeEndpointAsyncRequest,InvokeEndpointAsyncResult> asyncHandler)
        Description copied from interface: AmazonSageMakerRuntimeAsync

        After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint in an asynchronous manner.

        Inference requests sent to this API are enqueued for asynchronous processing. The processing of the inference request may or may not complete before you receive a response from this API. The response from this API will not contain the result of the inference request but contain information about where you can locate it.

        Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

        Calls to InvokeEndpointAsync are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

        Specified by:
        invokeEndpointAsyncAsync in interface AmazonSageMakerRuntimeAsync
        asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.
        Returns:
        A Java Future containing the result of the InvokeEndpointAsync operation returned by the service.
        See Also:
        AWS API Documentation
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