SageMakerCreateTrainingJobProps.Jsii$Proxy

java.lang.Object
- software.amazon.jsii.JsiiObject
- - software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJobProps.Jsii$Proxy

All Implemented Interfaces:

SageMakerCreateTrainingJobProps, TaskStateBaseProps

Enclosing interface:

SageMakerCreateTrainingJobProps
```
public static final class SageMakerCreateTrainingJobProps.Jsii$Proxy
extends software.amazon.jsii.JsiiObject
implements SageMakerCreateTrainingJobProps
```
An implementation for SageMakerCreateTrainingJobProps

Nested Class Summary
- Nested classes/interfaces inherited from interface software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJobProps
  SageMakerCreateTrainingJobProps.Builder, SageMakerCreateTrainingJobProps.Jsii$Proxy

Constructor Summary

Constructors
Modifier	Constructor and Description
`protected`	`Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)` Constructor that initializes the object based on values retrieved from the JsiiObject.

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`com.fasterxml.jackson.databind.JsonNode`	`$jsii$toJson()`
`boolean`	`equals(java.lang.Object o)`
`AlgorithmSpecification`	`getAlgorithmSpecification()` Identifies the training algorithm to use.
`java.lang.String`	`getComment()` An optional description for this state.
`java.lang.Boolean`	`getEnableNetworkIsolation()` Isolates the training container.
`java.util.Map<java.lang.String,java.lang.String>`	`getEnvironment()` Environment variables to set in the Docker container.
`Duration`	`getHeartbeat()` Timeout for the heartbeat.
`java.util.Map<java.lang.String,java.lang.Object>`	`getHyperparameters()` Algorithm-specific parameters that influence the quality of the model.
`java.util.List<Channel>`	`getInputDataConfig()` Describes the various datasets (e.g.
`java.lang.String`	`getInputPath()` JSONPath expression to select part of the state to be the input to this state.
`IntegrationPattern`	`getIntegrationPattern()` AWS Step Functions integrates with services directly in the Amazon States Language.
`OutputDataConfig`	`getOutputDataConfig()` Identifies the Amazon S3 location where you want Amazon SageMaker to save the results of model training.
`java.lang.String`	`getOutputPath()` JSONPath expression to select select a portion of the state output to pass to the next state.
`ResourceConfig`	`getResourceConfig()` Specifies the resources, ML compute instances, and ML storage volumes to deploy for model training.
`java.lang.String`	`getResultPath()` JSONPath expression to indicate where to inject the state's output.
`java.util.Map<java.lang.String,java.lang.Object>`	`getResultSelector()` The JSON that will replace the state's raw result and become the effective result before ResultPath is applied.
`IRole`	`getRole()` Role for the Training Job.
`StoppingCondition`	`getStoppingCondition()` Sets a time limit for training.
`java.util.Map<java.lang.String,java.lang.String>`	`getTags()` Tags to be applied to the train job.
`Duration`	`getTimeout()` Timeout for the state machine.
`java.lang.String`	`getTrainingJobName()` Training Job Name.
`VpcConfig`	`getVpcConfig()` Specifies the VPC that you want your training job to connect to.
`int`	`hashCode()`

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

Methods inherited from interface software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJobProps
builder

- Constructor Detail
  - Jsii$Proxy
```
protected Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)
```
    Constructor that initializes the object based on values retrieved from the JsiiObject.
    
    Parameters:
    
    objRef - Reference to the JSII managed object.
- Method Detail
  - getAlgorithmSpecification
```
public final AlgorithmSpecification getAlgorithmSpecification()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Identifies the training algorithm to use.
    
    Specified by:
    
    getAlgorithmSpecification in interface SageMakerCreateTrainingJobProps
  - getInputDataConfig
```
public final java.util.List<Channel> getInputDataConfig()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Describes the various datasets (e.g. train, validation, test) and the Amazon S3 location where stored.
    
    Specified by:
    
    getInputDataConfig in interface SageMakerCreateTrainingJobProps
  - getOutputDataConfig
```
public final OutputDataConfig getOutputDataConfig()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Identifies the Amazon S3 location where you want Amazon SageMaker to save the results of model training.
    
    Specified by:
    
    getOutputDataConfig in interface SageMakerCreateTrainingJobProps
  - getTrainingJobName
```
public final java.lang.String getTrainingJobName()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Training Job Name.
    
    Specified by:
    
    getTrainingJobName in interface SageMakerCreateTrainingJobProps
  - getEnableNetworkIsolation
```
public final java.lang.Boolean getEnableNetworkIsolation()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Isolates the training container.
    No inbound or outbound network calls can be made to or from the training container.
    Default: false
    
    Specified by:
    
    getEnableNetworkIsolation in interface SageMakerCreateTrainingJobProps
  - getEnvironment
```
public final java.util.Map<java.lang.String,java.lang.String> getEnvironment()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Environment variables to set in the Docker container.
    Default: - No environment variables
    
    Specified by:
    
    getEnvironment in interface SageMakerCreateTrainingJobProps
  - getHyperparameters
```
public final java.util.Map<java.lang.String,java.lang.Object> getHyperparameters()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Algorithm-specific parameters that influence the quality of the model.
    Set hyperparameters before you start the learning process. For a list of hyperparameters provided by Amazon SageMaker
    Default: - No hyperparameters
    
    Specified by:
    
    getHyperparameters in interface SageMakerCreateTrainingJobProps
    
    See Also:
    
    https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html
  - getResourceConfig
```
public final ResourceConfig getResourceConfig()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Specifies the resources, ML compute instances, and ML storage volumes to deploy for model training.
    Default: - 1 instance of EC2 `M4.XLarge` with `10GB` volume
    
    Specified by:
    
    getResourceConfig in interface SageMakerCreateTrainingJobProps
  - getRole
```
public final IRole getRole()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Role for the Training Job.
    The role must be granted all necessary permissions for the SageMaker training job to be able to operate.
    See https://docs.aws.amazon.com/fr_fr/sagemaker/latest/dg/sagemaker-roles.html#sagemaker-roles-createtrainingjob-perms
    Default: - a role will be created.
    
    Specified by:
    
    getRole in interface SageMakerCreateTrainingJobProps
  - getStoppingCondition
```
public final StoppingCondition getStoppingCondition()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Sets a time limit for training.
    Default: - max runtime of 1 hour
    
    Specified by:
    
    getStoppingCondition in interface SageMakerCreateTrainingJobProps
  - getTags
```
public final java.util.Map<java.lang.String,java.lang.String> getTags()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Tags to be applied to the train job.
    Default: - No tags
    
    Specified by:
    
    getTags in interface SageMakerCreateTrainingJobProps
  - getVpcConfig
```
public final VpcConfig getVpcConfig()
```
    Description copied from interface: SageMakerCreateTrainingJobProps
    
    Specifies the VPC that you want your training job to connect to.
    Default: - No VPC
    
    Specified by:
    
    getVpcConfig in interface SageMakerCreateTrainingJobProps
  - getComment
```
public final java.lang.String getComment()
```
    Description copied from interface: TaskStateBaseProps
    
    An optional description for this state.
    Default: - No comment
    
    Specified by:
    
    getComment in interface TaskStateBaseProps
  - getHeartbeat
```
public final Duration getHeartbeat()
```
    Description copied from interface: TaskStateBaseProps
    
    Timeout for the heartbeat.
    Default: - None
    
    Specified by:
    
    getHeartbeat in interface TaskStateBaseProps
  - getInputPath
```
public final java.lang.String getInputPath()
```
    Description copied from interface: TaskStateBaseProps
    
    JSONPath expression to select part of the state to be the input to this state.
    May also be the special value JsonPath.DISCARD, which will cause the effective input to be the empty object {}.
    Default: - The entire task input (JSON path '$')
    
    Specified by:
    
    getInputPath in interface TaskStateBaseProps
  - getIntegrationPattern
```
public final IntegrationPattern getIntegrationPattern()
```
    Description copied from interface: TaskStateBaseProps
    
    AWS Step Functions integrates with services directly in the Amazon States Language.
    You can control these AWS services using service integration patterns
    Default: - `IntegrationPattern.REQUEST_RESPONSE` for most tasks. `IntegrationPattern.RUN_JOB` for the following exceptions: `BatchSubmitJob`, `EmrAddStep`, `EmrCreateCluster`, `EmrTerminationCluster`, and `EmrContainersStartJobRun`.
    
    Specified by:
    
    getIntegrationPattern in interface TaskStateBaseProps
    
    See Also:
    
    https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html#connect-wait-token
  - getOutputPath
```
public final java.lang.String getOutputPath()
```
    Description copied from interface: TaskStateBaseProps
    
    JSONPath expression to select select a portion of the state output to pass to the next state.
    May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.
    Default: - The entire JSON node determined by the state input, the task result, and resultPath is passed to the next state (JSON path '$')
    
    Specified by:
    
    getOutputPath in interface TaskStateBaseProps
  - getResultPath
```
public final java.lang.String getResultPath()
```
    Description copied from interface: TaskStateBaseProps
    
    JSONPath expression to indicate where to inject the state's output.
    May also be the special value JsonPath.DISCARD, which will cause the state's input to become its output.
    Default: - Replaces the entire input with the result (JSON path '$')
    
    Specified by:
    
    getResultPath in interface TaskStateBaseProps
  - getResultSelector
```
public final java.util.Map<java.lang.String,java.lang.Object> getResultSelector()
```
    Description copied from interface: TaskStateBaseProps
    
    The JSON that will replace the state's raw result and become the effective result before ResultPath is applied.
    You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.
    Default: - None
    
    Specified by:
    
    getResultSelector in interface TaskStateBaseProps
    
    See Also:
    
    https://docs.aws.amazon.com/step-functions/latest/dg/input-output-inputpath-params.html#input-output-resultselector
  - getTimeout
```
public final Duration getTimeout()
```
    Description copied from interface: TaskStateBaseProps
    
    Timeout for the state machine.
    Default: - None
    
    Specified by:
    
    getTimeout in interface TaskStateBaseProps
  - $jsii$toJson
```
public com.fasterxml.jackson.databind.JsonNode $jsii$toJson()
```
  - equals
```
public final boolean equals(java.lang.Object o)
```
  - hashCode
```
public final int hashCode()
```

Class SageMakerCreateTrainingJobProps.Jsii$Proxy

Nested Class Summary

Nested classes/interfaces inherited from interface software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJobProps

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Methods inherited from interface software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJobProps

Constructor Detail

Jsii$Proxy

Method Detail

getAlgorithmSpecification

getInputDataConfig

getOutputDataConfig

getTrainingJobName

getEnableNetworkIsolation

getEnvironment

getHyperparameters

getResourceConfig

getRole

getStoppingCondition

getTags

getVpcConfig

getComment

getHeartbeat

getInputPath

getIntegrationPattern

getOutputPath

getResultPath

getResultSelector

getTimeout

$jsii$toJson

equals

hashCode