Package software.amazon.awscdk.services.stepfunctions.tasks

Class SageMakerCreateTrainingJobProps.Jsii$Proxy

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJobProps.Jsii$Proxy

All Implemented Interfaces:

SageMakerCreateTrainingJobProps, TaskStateBaseProps, software.amazon.jsii.JsiiSerializable

Enclosing interface:

SageMakerCreateTrainingJobProps

@Stability(Stable)
@Internal
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 class software.amazon.jsii.JsiiObject

software.amazon.jsii.JsiiObject.InitializationMode

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

SageMakerCreateTrainingJobProps.Builder, SageMakerCreateTrainingJobProps.Jsii$Proxy

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	Jsii$Proxy(SageMakerCreateTrainingJobProps.Builder builder)	Constructor that initializes the object based on literal property values passed by the SageMakerCreateTrainingJobProps.Builder.
protected	Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)	Constructor that initializes the object based on values retrieved from the JsiiObject.

Method Summary

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

Methods inherited from class software.amazon.jsii.JsiiObject

jsiiAsyncCall, jsiiAsyncCall, jsiiCall, jsiiCall, jsiiGet, jsiiGet, jsiiSet, jsiiStaticCall, jsiiStaticCall, jsiiStaticGet, jsiiStaticGet, jsiiStaticSet, jsiiStaticSet

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

Constructor Details

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.

Jsii$Proxy

protected Jsii$Proxy(SageMakerCreateTrainingJobProps.Builder builder)

Constructor that initializes the object based on literal property values passed by the SageMakerCreateTrainingJobProps.Builder.

Method Details

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 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 String getTrainingJobName()

Description copied from interface: SageMakerCreateTrainingJobProps

Training Job Name.

Specified by:

getTrainingJobName in interface SageMakerCreateTrainingJobProps

getEnableNetworkIsolation

public final 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 Map<String,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 Map<String,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 Map<String,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 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 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 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 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 Map<String,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

@Internal
public com.fasterxml.jackson.databind.JsonNode $jsii$toJson()

Specified by:

$jsii$toJson in interface software.amazon.jsii.JsiiSerializable

equals

public final boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public final int hashCode()

Overrides:

hashCode in class Object