SageMaker (Deep Java Library 0.17.0 - aws-ai API)

java.lang.Object
- ai.djl.aws.sagemaker.SageMaker

public final class SageMaker
extends java.lang.Object

A utility class that help deploy model to SageMaker.

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static class SageMaker.Builder
A Builder to construct a SageMaker.

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`static SageMaker.Builder`	`builder()`	Creates a builder to build a `SageMaker` instance.
`void`	`deleteEndpoint()`	Deletes the Amazon SageMaker endpoint.
`void`	`deleteEndpointConfig()`	Deletes the endpoint configuration.
`void`	`deleteSageMakerModel()`	Deletes the SageMaker model configuration.
`void`	`deploy()`	Deploys the model to Amazon SageMaker hosting service.
`byte[]`	`invoke(byte[] body)`	Invokes the Amazon SageMaker endpoint.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Method Detail
  - deploy
```
public void deploy()
            throws java.io.IOException
```
    Deploys the model to Amazon SageMaker hosting service.
    
    Throws:
    
    java.io.IOException - if failed upload model to S3
  - deleteEndpoint
```
public void deleteEndpoint()
```
    Deletes the Amazon SageMaker endpoint.
  - deleteEndpointConfig
```
public void deleteEndpointConfig()
```
    Deletes the endpoint configuration.
  - deleteSageMakerModel
```
public void deleteSageMakerModel()
```
    Deletes the SageMaker model configuration.
  - invoke
```
public byte[] invoke(byte[] body)
```
    Invokes the Amazon SageMaker endpoint.
    
    Parameters:
    
    body - the request payload
    
    Returns:
    
    the inference response
  - builder
```
public static SageMaker.Builder builder()
```
    Creates a builder to build a SageMaker instance.
    
    Returns:
    
    a new builder