Class SageMakerCreateTrainingJobProps.Jsii$Proxy
- All Implemented Interfaces:
SageMakerCreateTrainingJobProps
,TaskStateBaseProps
,software.amazon.jsii.JsiiSerializable
- Enclosing interface:
SageMakerCreateTrainingJobProps
SageMakerCreateTrainingJobProps
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Nested Class Summary
Nested classes/interfaces inherited from class software.amazon.jsii.JsiiObject
software.amazon.jsii.JsiiObject.InitializationMode
Nested classes/interfaces inherited from interface software.amazon.awscdk.services.stepfunctions.tasks.SageMakerCreateTrainingJobProps
SageMakerCreateTrainingJobProps.Builder, SageMakerCreateTrainingJobProps.Jsii$Proxy
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Constructor Summary
ModifierConstructorDescriptionprotected
Constructor that initializes the object based on literal property values passed by theSageMakerCreateTrainingJobProps.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 TypeMethodDescriptioncom.fasterxml.jackson.databind.JsonNode
final boolean
final AlgorithmSpecification
Identifies the training algorithm to use.final String
An optional description for this state.final Credentials
Credentials for an IAM Role that the State Machine assumes for executing the task.final Boolean
Isolates the training container.Environment variables to set in the Docker container.final Duration
(deprecated) Timeout for the heartbeat.final Timeout
Timeout for the heartbeat.Algorithm-specific parameters that influence the quality of the model.Describes the various datasets (e.g.final String
JSONPath expression to select part of the state to be the input to this state.final IntegrationPattern
AWS Step Functions integrates with services directly in the Amazon States Language.final OutputDataConfig
Identifies the Amazon S3 location where you want Amazon SageMaker to save the results of model training.final String
JSONPath expression to select select a portion of the state output to pass to the next state.final ResourceConfig
Specifies the resources, ML compute instances, and ML storage volumes to deploy for model training.final String
JSONPath expression to indicate where to inject the state's output.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 String
Optional name for this state.final StoppingCondition
Sets a time limit for training.getTags()
Tags to be applied to the train job.final Timeout
Timeout for the task.final Duration
(deprecated) Timeout for the task.final String
Training Job Name.final VpcConfig
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
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Constructor Details
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Jsii$Proxy
protected Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef) Constructor that initializes the object based on values retrieved from the JsiiObject.- Parameters:
objRef
- Reference to the JSII managed object.
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Jsii$Proxy
Constructor that initializes the object based on literal property values passed by theSageMakerCreateTrainingJobProps.Builder
.
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Method Details
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getAlgorithmSpecification
Description copied from interface:SageMakerCreateTrainingJobProps
Identifies the training algorithm to use.- Specified by:
getAlgorithmSpecification
in interfaceSageMakerCreateTrainingJobProps
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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 interfaceSageMakerCreateTrainingJobProps
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getTrainingJobName
Description copied from interface:SageMakerCreateTrainingJobProps
Training Job Name.- Specified by:
getTrainingJobName
in interfaceSageMakerCreateTrainingJobProps
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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 interfaceSageMakerCreateTrainingJobProps
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getEnvironment
Description copied from interface:SageMakerCreateTrainingJobProps
Environment variables to set in the Docker container.Default: - No environment variables
- Specified by:
getEnvironment
in interfaceSageMakerCreateTrainingJobProps
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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 interfaceSageMakerCreateTrainingJobProps
- See Also:
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getInputDataConfig
Description copied from interface:SageMakerCreateTrainingJobProps
Describes the various datasets (e.g. train, validation, test) and the Amazon S3 location where stored.Default: - No inputDataConfig
- Specified by:
getInputDataConfig
in interfaceSageMakerCreateTrainingJobProps
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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 interfaceSageMakerCreateTrainingJobProps
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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 interfaceSageMakerCreateTrainingJobProps
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getStoppingCondition
Description copied from interface:SageMakerCreateTrainingJobProps
Sets a time limit for training.Default: - max runtime of 1 hour
- Specified by:
getStoppingCondition
in interfaceSageMakerCreateTrainingJobProps
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getTags
Description copied from interface:SageMakerCreateTrainingJobProps
Tags to be applied to the train job.Default: - No tags
- Specified by:
getTags
in interfaceSageMakerCreateTrainingJobProps
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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 interfaceSageMakerCreateTrainingJobProps
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getComment
Description copied from interface:TaskStateBaseProps
An optional description for this state.Default: - No comment
- Specified by:
getComment
in interfaceTaskStateBaseProps
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getCredentials
Description copied from interface:TaskStateBaseProps
Credentials for an IAM Role that the State Machine assumes for executing the task.This enables cross-account resource invocations.
Default: - None (Task is executed using the State Machine's execution role)
- Specified by:
getCredentials
in interfaceTaskStateBaseProps
- See Also:
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getHeartbeat
Description copied from interface:TaskStateBaseProps
(deprecated) Timeout for the heartbeat.Default: - None
- Specified by:
getHeartbeat
in interfaceTaskStateBaseProps
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getHeartbeatTimeout
Description copied from interface:TaskStateBaseProps
Timeout for the heartbeat.[disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface
Default: - None
- Specified by:
getHeartbeatTimeout
in interfaceTaskStateBaseProps
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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 '$')
- Specified by:
getInputPath
in interfaceTaskStateBaseProps
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getIntegrationPattern
Description copied from interface:TaskStateBaseProps
AWS Step Functions integrates with services directly in the Amazon States Language.You can control these AWS services using service integration patterns.
Depending on the AWS Service, the Service Integration Pattern availability will vary.
Default: - `IntegrationPattern.REQUEST_RESPONSE` for most tasks. `IntegrationPattern.RUN_JOB` for the following exceptions: `BatchSubmitJob`, `EmrAddStep`, `EmrCreateCluster`, `EmrTerminationCluster`, and `EmrContainersStartJobRun`.
- Specified by:
getIntegrationPattern
in interfaceTaskStateBaseProps
- See Also:
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getOutputPath
Description copied from interface:TaskStateBaseProps
JSONPath expression to select select a portion of the state output to pass to the next state.May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.
Default: - The entire JSON node determined by the state input, the task result, and resultPath is passed to the next state (JSON path '$')
- Specified by:
getOutputPath
in interfaceTaskStateBaseProps
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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 '$')
- Specified by:
getResultPath
in interfaceTaskStateBaseProps
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getResultSelector
Description copied from interface:TaskStateBaseProps
The JSON that will replace the state's raw result and become the effective result before ResultPath is applied.You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.
Default: - None
- Specified by:
getResultSelector
in interfaceTaskStateBaseProps
- See Also:
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getStateName
Description copied from interface:TaskStateBaseProps
Optional name for this state.Default: - The construct ID will be used as state name
- Specified by:
getStateName
in interfaceTaskStateBaseProps
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getTaskTimeout
Description copied from interface:TaskStateBaseProps
Timeout for the task.[disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface
Default: - None
- Specified by:
getTaskTimeout
in interfaceTaskStateBaseProps
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getTimeout
Description copied from interface:TaskStateBaseProps
(deprecated) Timeout for the task.Default: - None
- Specified by:
getTimeout
in interfaceTaskStateBaseProps
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$jsii$toJson
@Internal public com.fasterxml.jackson.databind.JsonNode $jsii$toJson()- Specified by:
$jsii$toJson
in interfacesoftware.amazon.jsii.JsiiSerializable
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equals
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hashCode
public final int hashCode()
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