software.amazon.awssdk.services.sagemaker.model

Class FeatureDefinition

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.FeatureDefinition

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<FeatureDefinition.Builder,FeatureDefinition>

@Generated(value="software.amazon.awssdk:codegen")
public final class FeatureDefinition
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<FeatureDefinition.Builder,FeatureDefinition>

A list of features. You must include FeatureName and FeatureType. Valid feature FeatureTypes are Integral, Fractional and String.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	FeatureDefinition.Builder

Method Summary

Modifier and Type	Method and Description
static FeatureDefinition.Builder	builder()
CollectionConfig	collectionConfig() Configuration for your collection.
CollectionType	collectionType() A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).
String	collectionTypeAsString() A grouping of elements where each element within the collection must have the same feature type ( String, Integral, or Fractional).
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
String	featureName() The name of a feature.
FeatureType	featureType() The value type of a feature.
String	featureTypeAsString() The value type of a feature.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends FeatureDefinition.Builder>	serializableBuilderClass()
FeatureDefinition.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

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

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

copy

Method Detail

featureName

public final 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.

Returns:

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.

featureType

public final FeatureType featureType()

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

If the service returns an enum value that is not available in the current SDK version, featureType will return FeatureType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from featureTypeAsString().

Returns:

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

See Also:

FeatureType

featureTypeAsString

public final String featureTypeAsString()

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

If the service returns an enum value that is not available in the current SDK version, featureType will return FeatureType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from featureTypeAsString().

Returns:

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

See Also:

FeatureType

collectionType

public final 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.

If the service returns an enum value that is not available in the current SDK version, collectionType will return CollectionType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from collectionTypeAsString().

Returns:

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.

See Also:

CollectionType

collectionTypeAsString

public final String collectionTypeAsString()

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.

If the service returns an enum value that is not available in the current SDK version, collectionType will return CollectionType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from collectionTypeAsString().

Returns:

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.

See Also:

CollectionType

collectionConfig

public final CollectionConfig collectionConfig()

Configuration for your collection.

Returns:

Configuration for your collection.

toBuilder

public FeatureDefinition.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<FeatureDefinition.Builder,FeatureDefinition>

builder

public static FeatureDefinition.Builder builder()

serializableBuilderClass

public static Class<? extends FeatureDefinition.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo