Class InvokeEndpointRequest
- java.lang.Object
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- software.amazon.awssdk.core.SdkRequest
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- software.amazon.awssdk.awscore.AwsRequest
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- software.amazon.awssdk.services.sagemakerruntime.model.SageMakerRuntimeRequest
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- software.amazon.awssdk.services.sagemakerruntime.model.InvokeEndpointRequest
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- All Implemented Interfaces:
SdkPojo,ToCopyableBuilder<InvokeEndpointRequest.Builder,InvokeEndpointRequest>
@Generated("software.amazon.awssdk:codegen") public final class InvokeEndpointRequest extends SageMakerRuntimeRequest implements ToCopyableBuilder<InvokeEndpointRequest.Builder,InvokeEndpointRequest>
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interfaceInvokeEndpointRequest.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description Stringaccept()The desired MIME type of the inference response from the model container.SdkBytesbody()Provides input data, in the format specified in theContentTyperequest header.static InvokeEndpointRequest.Builderbuilder()StringcontentType()The MIME type of the input data in the request body.StringcustomAttributes()Provides additional information about a request for an inference submitted to a model hosted at an Amazon SageMaker endpoint.StringenableExplanations()An optional JMESPath expression used to override theEnableExplanationsparameter of theClarifyExplainerConfigAPI.StringendpointName()The name of the endpoint that you specified when you created the endpoint using the CreateEndpoint API.booleanequals(Object obj)booleanequalsBySdkFields(Object obj)<T> Optional<T>getValueForField(String fieldName, Class<T> clazz)inthashCode()StringinferenceComponentName()If the endpoint hosts one or more inference components, this parameter specifies the name of inference component to invoke.StringinferenceId()If you provide a value, it is added to the captured data when you enable data capture on the endpoint.List<SdkField<?>>sdkFields()static Class<? extends InvokeEndpointRequest.Builder>serializableBuilderClass()StringsessionId()Creates a stateful session or identifies an existing one.StringtargetContainerHostname()If the endpoint hosts multiple containers and is configured to use direct invocation, this parameter specifies the host name of the container to invoke.StringtargetModel()The model to request for inference when invoking a multi-model endpoint.StringtargetVariant()Specify the production variant to send the inference request to when invoking an endpoint that is running two or more variants.InvokeEndpointRequest.BuildertoBuilder()StringtoString()Returns a string representation of this object.-
Methods inherited from class software.amazon.awssdk.awscore.AwsRequest
overrideConfiguration
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Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Detail
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endpointName
public final String endpointName()
The name of the endpoint that you specified when you created the endpoint using the CreateEndpoint API.
- Returns:
- The name of the endpoint that you specified when you created the endpoint using the CreateEndpoint API.
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body
public final SdkBytes body()
Provides input data, in the format specified in the
ContentTyperequest header. Amazon SageMaker passes all of the data in the body to the model.For information about the format of the request body, see Common Data Formats-Inference.
- Returns:
- Provides input data, in the format specified in the
ContentTyperequest header. Amazon SageMaker passes all of the data in the body to the model.For information about the format of the request body, see Common Data Formats-Inference.
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contentType
public final String contentType()
The MIME type of the input data in the request body.
- Returns:
- The MIME type of the input data in the request body.
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accept
public final String accept()
The desired MIME type of the inference response from the model container.
- Returns:
- The desired MIME type of the inference response from the model container.
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customAttributes
public final String customAttributes()
Provides additional information about a request for an inference submitted to a model hosted at an Amazon SageMaker endpoint. The information is an opaque value that is forwarded verbatim. You could use this value, for example, to provide an ID that you can use to track a request or to provide other metadata that a service endpoint was programmed to process. The value must consist of no more than 1024 visible US-ASCII characters as specified in Section 3.3.6. Field Value Components of the Hypertext Transfer Protocol (HTTP/1.1).
The code in your model is responsible for setting or updating any custom attributes in the response. If your code does not set this value in the response, an empty value is returned. For example, if a custom attribute represents the trace ID, your model can prepend the custom attribute with
Trace ID:in your post-processing function.This feature is currently supported in the Amazon Web Services SDKs but not in the Amazon SageMaker Python SDK.
- Returns:
- Provides additional information about a request for an inference submitted to a model hosted at an Amazon
SageMaker endpoint. The information is an opaque value that is forwarded verbatim. You could use this
value, for example, to provide an ID that you can use to track a request or to provide other metadata
that a service endpoint was programmed to process. The value must consist of no more than 1024 visible
US-ASCII characters as specified in Section 3.3.6. Field Value
Components of the Hypertext Transfer Protocol (HTTP/1.1).
The code in your model is responsible for setting or updating any custom attributes in the response. If your code does not set this value in the response, an empty value is returned. For example, if a custom attribute represents the trace ID, your model can prepend the custom attribute with
Trace ID:in your post-processing function.This feature is currently supported in the Amazon Web Services SDKs but not in the Amazon SageMaker Python SDK.
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targetModel
public final String targetModel()
The model to request for inference when invoking a multi-model endpoint.
- Returns:
- The model to request for inference when invoking a multi-model endpoint.
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targetVariant
public final String targetVariant()
Specify the production variant to send the inference request to when invoking an endpoint that is running two or more variants. Note that this parameter overrides the default behavior for the endpoint, which is to distribute the invocation traffic based on the variant weights.
For information about how to use variant targeting to perform a/b testing, see Test models in production
- Returns:
- Specify the production variant to send the inference request to when invoking an endpoint that is running
two or more variants. Note that this parameter overrides the default behavior for the endpoint, which is
to distribute the invocation traffic based on the variant weights.
For information about how to use variant targeting to perform a/b testing, see Test models in production
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targetContainerHostname
public final String targetContainerHostname()
If the endpoint hosts multiple containers and is configured to use direct invocation, this parameter specifies the host name of the container to invoke.
- Returns:
- If the endpoint hosts multiple containers and is configured to use direct invocation, this parameter specifies the host name of the container to invoke.
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inferenceId
public final String inferenceId()
If you provide a value, it is added to the captured data when you enable data capture on the endpoint. For information about data capture, see Capture Data.
- Returns:
- If you provide a value, it is added to the captured data when you enable data capture on the endpoint. For information about data capture, see Capture Data.
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enableExplanations
public final String enableExplanations()
An optional JMESPath expression used to override the
EnableExplanationsparameter of theClarifyExplainerConfigAPI. See the EnableExplanations section in the developer guide for more information.- Returns:
- An optional JMESPath expression used to override the
EnableExplanationsparameter of theClarifyExplainerConfigAPI. See the EnableExplanations section in the developer guide for more information.
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inferenceComponentName
public final String inferenceComponentName()
If the endpoint hosts one or more inference components, this parameter specifies the name of inference component to invoke.
- Returns:
- If the endpoint hosts one or more inference components, this parameter specifies the name of inference component to invoke.
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sessionId
public final String sessionId()
Creates a stateful session or identifies an existing one. You can do one of the following:
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Create a stateful session by specifying the value
NEW_SESSION. -
Send your request to an existing stateful session by specifying the ID of that session.
With a stateful session, you can send multiple requests to a stateful model. When you create a session with a stateful model, the model must create the session ID and set the expiration time. The model must also provide that information in the response to your request. You can get the ID and timestamp from the
NewSessionIdresponse parameter. For any subsequent request where you specify that session ID, SageMaker routes the request to the same instance that supports the session.- Returns:
- Creates a stateful session or identifies an existing one. You can do one of the following:
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Create a stateful session by specifying the value
NEW_SESSION. -
Send your request to an existing stateful session by specifying the ID of that session.
With a stateful session, you can send multiple requests to a stateful model. When you create a session with a stateful model, the model must create the session ID and set the expiration time. The model must also provide that information in the response to your request. You can get the ID and timestamp from the
NewSessionIdresponse parameter. For any subsequent request where you specify that session ID, SageMaker routes the request to the same instance that supports the session. -
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toBuilder
public InvokeEndpointRequest.Builder toBuilder()
- Specified by:
toBuilderin interfaceToCopyableBuilder<InvokeEndpointRequest.Builder,InvokeEndpointRequest>- Specified by:
toBuilderin classSageMakerRuntimeRequest
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builder
public static InvokeEndpointRequest.Builder builder()
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serializableBuilderClass
public static Class<? extends InvokeEndpointRequest.Builder> serializableBuilderClass()
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hashCode
public final int hashCode()
- Overrides:
hashCodein classAwsRequest
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equals
public final boolean equals(Object obj)
- Overrides:
equalsin classAwsRequest
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equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFieldsin interfaceSdkPojo
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toString
public final String toString()
Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
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getValueForField
public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)
- Overrides:
getValueForFieldin classSdkRequest
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