Package com.pulumi.aws.sagemaker.outputs

Class TrainingJobInputDataConfigDataSourceS3DataSource

java.lang.Object

com.pulumi.aws.sagemaker.outputs.TrainingJobInputDataConfigDataSourceS3DataSource

public final class TrainingJobInputDataConfigDataSourceS3DataSource
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TrainingJobInputDataConfigDataSourceS3DataSource.Builder

Method Summary

Modifier and Type	Method	Description
java.util.List<java.lang.String>	attributeNames()
static TrainingJobInputDataConfigDataSourceS3DataSource.Builder	builder()
static TrainingJobInputDataConfigDataSourceS3DataSource.Builder	builder(TrainingJobInputDataConfigDataSourceS3DataSource defaults)
java.util.Optional<TrainingJobInputDataConfigDataSourceS3DataSourceHubAccessConfig>	hubAccessConfig()
java.util.List<java.lang.String>	instanceGroupNames()
java.util.Optional<TrainingJobInputDataConfigDataSourceS3DataSourceModelAccessConfig>	modelAccessConfig()
java.util.Optional<java.lang.String>	s3DataDistributionType()
java.lang.String	s3DataType()
java.lang.String	s3Uri()

Methods inherited from class java.lang.Object

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

Method Detail

attributeNames

public java.util.List<java.lang.String> attributeNames()

Returns:

List of attribute names to include in the training dataset. Maximum of 16.

hubAccessConfig

public java.util.Optional<TrainingJobInputDataConfigDataSourceS3DataSourceHubAccessConfig> hubAccessConfig()

Returns:

SageMaker AI Hub access configuration. See `hubAccessConfig` below.

instanceGroupNames

public java.util.List<java.lang.String> instanceGroupNames()

Returns:

List of instance group names for the training data distribution. Maximum of 5.

modelAccessConfig

public java.util.Optional<TrainingJobInputDataConfigDataSourceS3DataSourceModelAccessConfig> modelAccessConfig()

Returns:

Model access configuration. See `modelAccessConfig` below.

s3DataDistributionType

public java.util.Optional<java.lang.String> s3DataDistributionType()

Returns:

Distribution type for S3 data. Valid values: `FullyReplicated`, `ShardedByS3Key`.

s3DataType

public java.lang.String s3DataType()

Returns:

S3 data type. Valid values: `ManifestFile`, `S3Prefix`, `AugmentedManifestFile`.

s3Uri

public java.lang.String s3Uri()

Returns:

S3 URI of the data.

builder

public static TrainingJobInputDataConfigDataSourceS3DataSource.Builder builder()

builder

public static TrainingJobInputDataConfigDataSourceS3DataSource.Builder builder(TrainingJobInputDataConfigDataSourceS3DataSource defaults)