software.amazon.awssdk.services.sagemaker.model

Interface FeatureDefinition.Builder

All Superinterfaces:

Buildable, CopyableBuilder<FeatureDefinition.Builder,FeatureDefinition>, SdkBuilder<FeatureDefinition.Builder,FeatureDefinition>, SdkPojo

Enclosing class:

FeatureDefinition

public static interface FeatureDefinition.Builder
extends SdkPojo, CopyableBuilder<FeatureDefinition.Builder,FeatureDefinition>

Method Summary

Modifier and Type	Method and Description
FeatureDefinition.Builder	collectionConfig(CollectionConfig collectionConfig) Configuration for your collection.
default FeatureDefinition.Builder	collectionConfig(Consumer<CollectionConfig.Builder> collectionConfig) Configuration for your collection.
FeatureDefinition.Builder	collectionType(CollectionType collectionType) A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).
FeatureDefinition.Builder	collectionType(String collectionType) A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).
FeatureDefinition.Builder	featureName(String featureName) The name of a feature.
FeatureDefinition.Builder	featureType(FeatureType featureType) The value type of a feature.
FeatureDefinition.Builder	featureType(String featureType) The value type of a feature.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

featureName

FeatureDefinition.Builder featureName(String featureName)

The name of a feature. The type must be a string. FeatureName cannot be any of the following: is_deleted, write_time, api_invocation_time.

Parameters:

featureName - The name of a feature. The type must be a string. FeatureName cannot be any of the following: is_deleted, write_time, api_invocation_time.

Returns:

Returns a reference to this object so that method calls can be chained together.

featureType

FeatureDefinition.Builder featureType(String featureType)

The value type of a feature. Valid values are Integral, Fractional, or String.

Parameters:

featureType - The value type of a feature. Valid values are Integral, Fractional, or String.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

FeatureType, FeatureType

featureType

FeatureDefinition.Builder featureType(FeatureType featureType)

The value type of a feature. Valid values are Integral, Fractional, or String.

Parameters:

featureType - The value type of a feature. Valid values are Integral, Fractional, or String.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

FeatureType, FeatureType

collectionType

FeatureDefinition.Builder collectionType(String collectionType)

A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).

• List: An ordered collection of elements.

• Set: An unordered collection of unique elements.

• Vector: A specialized list that represents a fixed-size array of elements. The vector dimension is determined by you. Must have elements with fractional feature types.

Parameters:

collectionType - A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).

• List: An ordered collection of elements.

• Set: An unordered collection of unique elements.

• Vector: A specialized list that represents a fixed-size array of elements. The vector dimension is determined by you. Must have elements with fractional feature types.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

CollectionType, CollectionType

collectionType

FeatureDefinition.Builder collectionType(CollectionType collectionType)

A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).

• List: An ordered collection of elements.

• Set: An unordered collection of unique elements.

• Vector: A specialized list that represents a fixed-size array of elements. The vector dimension is determined by you. Must have elements with fractional feature types.

Parameters:

collectionType - A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).

• List: An ordered collection of elements.

• Set: An unordered collection of unique elements.

• Vector: A specialized list that represents a fixed-size array of elements. The vector dimension is determined by you. Must have elements with fractional feature types.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

CollectionType, CollectionType

collectionConfig

FeatureDefinition.Builder collectionConfig(CollectionConfig collectionConfig)

Configuration for your collection.

Parameters:

collectionConfig - Configuration for your collection.

Returns:

Returns a reference to this object so that method calls can be chained together.

collectionConfig

default FeatureDefinition.Builder collectionConfig(Consumer<CollectionConfig.Builder> collectionConfig)

Configuration for your collection.

This is a convenience method that creates an instance of the CollectionConfig.Builder avoiding the need to create one manually via CollectionConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to collectionConfig(CollectionConfig).

Parameters:

collectionConfig - a consumer that will call methods on CollectionConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

collectionConfig(CollectionConfig)