InferenceSpecification (AWS SDK for Java

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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.sagemaker.model

Class InferenceSpecification

java.lang.Object
- com.amazonaws.services.sagemaker.model.InferenceSpecification

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable
```
@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class InferenceSpecification
extends Object
implements Serializable, Cloneable, StructuredPojo 
```
Defines how to perform inference generation after a training job is run.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors
Constructor and Description

InferenceSpecification ()

Constructors
Constructor and Description
`InferenceSpecification ()`

Method Summary

All Methods
Modifier and Type	Method and Description
`InferenceSpecification`	`clone ()`
`boolean`	`equals (Object obj)`
`List<ModelPackageContainerDefinition>`	`getContainers ()` The Amazon ECR registry path of the Docker image that contains the inference code.
`List<String>`	`getSupportedContentTypes ()` The supported MIME types for the input data.
`List<String>`	`getSupportedRealtimeInferenceInstanceTypes ()` A list of the instance types that are used to generate inferences in real-time.
`List<String>`	`getSupportedResponseMIMETypes ()` The supported MIME types for the output data.
`List<String>`	`getSupportedTransformInstanceTypes ()` A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
`int`	`hashCode ()`
`void`	`marshall (ProtocolMarshaller protocolMarshaller)` Marshalls this structured data using the given `ProtocolMarshaller`.
`void`	`setContainers (Collection<ModelPackageContainerDefinition> containers)` The Amazon ECR registry path of the Docker image that contains the inference code.
`void`	`setSupportedContentTypes (Collection<String> supportedContentTypes)` The supported MIME types for the input data.
`void`	`setSupportedRealtimeInferenceInstanceTypes (Collection<String> supportedRealtimeInferenceInstanceTypes)` A list of the instance types that are used to generate inferences in real-time.
`void`	`setSupportedResponseMIMETypes (Collection<String> supportedResponseMIMETypes)` The supported MIME types for the output data.
`void`	`setSupportedTransformInstanceTypes (Collection<String> supportedTransformInstanceTypes)` A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
`String`	`toString ()` Returns a string representation of this object.
`InferenceSpecification`	`withContainers (Collection<ModelPackageContainerDefinition> containers)` The Amazon ECR registry path of the Docker image that contains the inference code.
`InferenceSpecification`	`withContainers (ModelPackageContainerDefinition... containers)` The Amazon ECR registry path of the Docker image that contains the inference code.
`InferenceSpecification`	`withSupportedContentTypes (Collection<String> supportedContentTypes)` The supported MIME types for the input data.
`InferenceSpecification`	`withSupportedContentTypes (String... supportedContentTypes)` The supported MIME types for the input data.
`InferenceSpecification`	`withSupportedRealtimeInferenceInstanceTypes (Collection<String> supportedRealtimeInferenceInstanceTypes)` A list of the instance types that are used to generate inferences in real-time.
`InferenceSpecification`	`withSupportedRealtimeInferenceInstanceTypes (ProductionVariantInstanceType... supportedRealtimeInferenceInstanceTypes)` A list of the instance types that are used to generate inferences in real-time.
`InferenceSpecification`	`withSupportedRealtimeInferenceInstanceTypes (String... supportedRealtimeInferenceInstanceTypes)` A list of the instance types that are used to generate inferences in real-time.
`InferenceSpecification`	`withSupportedResponseMIMETypes (Collection<String> supportedResponseMIMETypes)` The supported MIME types for the output data.
`InferenceSpecification`	`withSupportedResponseMIMETypes (String... supportedResponseMIMETypes)` The supported MIME types for the output data.
`InferenceSpecification`	`withSupportedTransformInstanceTypes (Collection<String> supportedTransformInstanceTypes)` A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
`InferenceSpecification`	`withSupportedTransformInstanceTypes (String... supportedTransformInstanceTypes)` A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
`InferenceSpecification`	`withSupportedTransformInstanceTypes (TransformInstanceType... supportedTransformInstanceTypes)` A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

Methods inherited from class java.lang.Object
getClass, notify, notifyAll, wait, wait, wait

- Constructor Detail
  - InferenceSpecification
```
public InferenceSpecification()
```
- Method Detail
  - getContainers
```
public List<ModelPackageContainerDefinition> getContainers()
```
    The Amazon ECR registry path of the Docker image that contains the inference code.
    
    Returns:
    
    The Amazon ECR registry path of the Docker image that contains the inference code.
  - setContainers
```
public void setContainers(Collection<ModelPackageContainerDefinition> containers)
```
    The Amazon ECR registry path of the Docker image that contains the inference code.
    
    Parameters:
    
    containers - The Amazon ECR registry path of the Docker image that contains the inference code.
  - withContainers
```
public InferenceSpecification withContainers(ModelPackageContainerDefinition... containers)
```
    The Amazon ECR registry path of the Docker image that contains the inference code.
    
    NOTE: This method appends the values to the existing list (if any). Use setContainers(java.util.Collection) or withContainers(java.util.Collection) if you want to override the existing values.
    
    Parameters:
    
    containers - The Amazon ECR registry path of the Docker image that contains the inference code.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - withContainers
```
public InferenceSpecification withContainers(Collection<ModelPackageContainerDefinition> containers)
```
    The Amazon ECR registry path of the Docker image that contains the inference code.
    
    Parameters:
    
    containers - The Amazon ECR registry path of the Docker image that contains the inference code.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - getSupportedTransformInstanceTypes
```
public List<String> getSupportedTransformInstanceTypes()
```
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    See Also:
    
    TransformInstanceType
  - setSupportedTransformInstanceTypes
```
public void setSupportedTransformInstanceTypes(Collection<String> supportedTransformInstanceTypes)
```
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Parameters:
    
    supportedTransformInstanceTypes - A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    See Also:
    
    TransformInstanceType
  - withSupportedTransformInstanceTypes
```
public InferenceSpecification withSupportedTransformInstanceTypes(String... supportedTransformInstanceTypes)
```
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    NOTE: This method appends the values to the existing list (if any). Use setSupportedTransformInstanceTypes(java.util.Collection) or withSupportedTransformInstanceTypes(java.util.Collection) if you want to override the existing values.
    
    Parameters:
    
    supportedTransformInstanceTypes - A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    TransformInstanceType
  - withSupportedTransformInstanceTypes
```
public InferenceSpecification withSupportedTransformInstanceTypes(Collection<String> supportedTransformInstanceTypes)
```
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Parameters:
    
    supportedTransformInstanceTypes - A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    TransformInstanceType
  - withSupportedTransformInstanceTypes
```
public InferenceSpecification withSupportedTransformInstanceTypes(TransformInstanceType... supportedTransformInstanceTypes)
```
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Parameters:
    
    supportedTransformInstanceTypes - A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    TransformInstanceType
  - getSupportedRealtimeInferenceInstanceTypes
```
public List<String> getSupportedRealtimeInferenceInstanceTypes()
```
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    See Also:
    
    ProductionVariantInstanceType
  - setSupportedRealtimeInferenceInstanceTypes
```
public void setSupportedRealtimeInferenceInstanceTypes(Collection<String> supportedRealtimeInferenceInstanceTypes)
```
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Parameters:
    
    supportedRealtimeInferenceInstanceTypes - A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    See Also:
    
    ProductionVariantInstanceType
  - withSupportedRealtimeInferenceInstanceTypes
```
public InferenceSpecification withSupportedRealtimeInferenceInstanceTypes(String... supportedRealtimeInferenceInstanceTypes)
```
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    NOTE: This method appends the values to the existing list (if any). Use setSupportedRealtimeInferenceInstanceTypes(java.util.Collection) or withSupportedRealtimeInferenceInstanceTypes(java.util.Collection) if you want to override the existing values.
    
    Parameters:
    
    supportedRealtimeInferenceInstanceTypes - A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    ProductionVariantInstanceType
  - withSupportedRealtimeInferenceInstanceTypes
```
public InferenceSpecification withSupportedRealtimeInferenceInstanceTypes(Collection<String> supportedRealtimeInferenceInstanceTypes)
```
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Parameters:
    
    supportedRealtimeInferenceInstanceTypes - A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    ProductionVariantInstanceType
  - withSupportedRealtimeInferenceInstanceTypes
```
public InferenceSpecification withSupportedRealtimeInferenceInstanceTypes(ProductionVariantInstanceType... supportedRealtimeInferenceInstanceTypes)
```
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Parameters:
    
    supportedRealtimeInferenceInstanceTypes - A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
    
    See Also:
    
    ProductionVariantInstanceType
  - getSupportedContentTypes
```
public List<String> getSupportedContentTypes()
```
    The supported MIME types for the input data.
    
    Returns:
    
    The supported MIME types for the input data.
  - setSupportedContentTypes
```
public void setSupportedContentTypes(Collection<String> supportedContentTypes)
```
    The supported MIME types for the input data.
    
    Parameters:
    
    supportedContentTypes - The supported MIME types for the input data.
  - withSupportedContentTypes
```
public InferenceSpecification withSupportedContentTypes(String... supportedContentTypes)
```
    The supported MIME types for the input data.
    
    NOTE: This method appends the values to the existing list (if any). Use setSupportedContentTypes(java.util.Collection) or withSupportedContentTypes(java.util.Collection) if you want to override the existing values.
    
    Parameters:
    
    supportedContentTypes - The supported MIME types for the input data.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - withSupportedContentTypes
```
public InferenceSpecification withSupportedContentTypes(Collection<String> supportedContentTypes)
```
    The supported MIME types for the input data.
    
    Parameters:
    
    supportedContentTypes - The supported MIME types for the input data.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - getSupportedResponseMIMETypes
```
public List<String> getSupportedResponseMIMETypes()
```
    The supported MIME types for the output data.
    
    Returns:
    
    The supported MIME types for the output data.
  - setSupportedResponseMIMETypes
```
public void setSupportedResponseMIMETypes(Collection<String> supportedResponseMIMETypes)
```
    The supported MIME types for the output data.
    
    Parameters:
    
    supportedResponseMIMETypes - The supported MIME types for the output data.
  - withSupportedResponseMIMETypes
```
public InferenceSpecification withSupportedResponseMIMETypes(String... supportedResponseMIMETypes)
```
    The supported MIME types for the output data.
    
    NOTE: This method appends the values to the existing list (if any). Use setSupportedResponseMIMETypes(java.util.Collection) or withSupportedResponseMIMETypes(java.util.Collection) if you want to override the existing values.
    
    Parameters:
    
    supportedResponseMIMETypes - The supported MIME types for the output data.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - withSupportedResponseMIMETypes
```
public InferenceSpecification withSupportedResponseMIMETypes(Collection<String> supportedResponseMIMETypes)
```
    The supported MIME types for the output data.
    
    Parameters:
    
    supportedResponseMIMETypes - The supported MIME types for the output data.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - toString
```
public 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.
    
    Overrides:
    
    toString in class Object
    
    Returns:
    
    A string representation of this object.
    
    See Also:
    
    Object.toString()
  - equals
```
public boolean equals(Object obj)
```
    Overrides:
    
    equals in class Object
  - hashCode
```
public int hashCode()
```
    Overrides:
    
    hashCode in class Object
  - clone
```
public InferenceSpecification clone()
```
    Overrides:
    
    clone in class Object
  - marshall
```
public void marshall(ProtocolMarshaller protocolMarshaller)
```
    Description copied from interface: StructuredPojo
    
    Marshalls this structured data using the given ProtocolMarshaller.
    
    Specified by:
    
    marshall in interface StructuredPojo
    
    Parameters:
    
    protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.

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Method

Detail:
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Constr |
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AWS SDK for Java 1.x API Reference - 1.12.795

Class InferenceSpecification

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

InferenceSpecification

Method Detail

getContainers

setContainers

withContainers

withContainers

getSupportedTransformInstanceTypes

setSupportedTransformInstanceTypes

withSupportedTransformInstanceTypes

withSupportedTransformInstanceTypes

withSupportedTransformInstanceTypes

getSupportedRealtimeInferenceInstanceTypes

setSupportedRealtimeInferenceInstanceTypes

withSupportedRealtimeInferenceInstanceTypes

withSupportedRealtimeInferenceInstanceTypes

withSupportedRealtimeInferenceInstanceTypes

getSupportedContentTypes

setSupportedContentTypes

withSupportedContentTypes

withSupportedContentTypes

getSupportedResponseMIMETypes

setSupportedResponseMIMETypes

withSupportedResponseMIMETypes

withSupportedResponseMIMETypes

toString

equals

hashCode

clone

marshall