FeatureGroup (AWS Java SDK :: Services :: Amazon SageMaker 2.20.5 API)

java.lang.Object
- software.amazon.awssdk.services.sagemaker.model.FeatureGroup

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<FeatureGroup.Builder,FeatureGroup>
```
@Generated(value="software.amazon.awssdk:codegen")
public final class FeatureGroup
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<FeatureGroup.Builder,FeatureGroup>
```
Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.

See Also:

Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type Class and Description

static interface FeatureGroup.Builder

Nested Classes
Modifier and Type	Class and Description
`static interface`	`FeatureGroup.Builder`

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`static FeatureGroup.Builder`	`builder()`
`Instant`	`creationTime()` The time a `FeatureGroup` was created.
`String`	`description()` A free form description of a `FeatureGroup`.
`boolean`	`equals(Object obj)`
`boolean`	`equalsBySdkFields(Object obj)`
`String`	`eventTimeFeatureName()` The name of the feature that stores the `EventTime` of a Record in a `FeatureGroup`.
`String`	`failureReason()` The reason that the `FeatureGroup` failed to be replicated in the `OfflineStore`.
`List<FeatureDefinition>`	`featureDefinitions()` A list of `Feature`s.
`String`	`featureGroupArn()` The Amazon Resource Name (ARN) of a `FeatureGroup`.
`String`	`featureGroupName()` The name of the `FeatureGroup`.
`FeatureGroupStatus`	`featureGroupStatus()` A `FeatureGroup` status.
`String`	`featureGroupStatusAsString()` A `FeatureGroup` status.
`<T> Optional<T>`	`getValueForField(String fieldName, Class<T> clazz)`
`boolean`	`hasFeatureDefinitions()` For responses, this returns true if the service returned a value for the FeatureDefinitions property.
`int`	`hashCode()`
`boolean`	`hasTags()` For responses, this returns true if the service returned a value for the Tags property.
`Instant`	`lastModifiedTime()` A timestamp indicating the last time you updated the feature group.
`LastUpdateStatus`	`lastUpdateStatus()` A value that indicates whether the feature group was updated successfully.
`OfflineStoreConfig`	`offlineStoreConfig()` Returns the value of the OfflineStoreConfig property for this object.
`OfflineStoreStatus`	`offlineStoreStatus()` Returns the value of the OfflineStoreStatus property for this object.
`OnlineStoreConfig`	`onlineStoreConfig()` Returns the value of the OnlineStoreConfig property for this object.
`String`	`recordIdentifierFeatureName()` The name of the `Feature` whose value uniquely identifies a `Record` defined in the `FeatureGroup` `FeatureDefinitions`.
`String`	`roleArn()` The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
`List<SdkField<?>>`	`sdkFields()`
`static Class<? extends FeatureGroup.Builder>`	`serializableBuilderClass()`
`List<Tag>`	`tags()` Tags used to define a `FeatureGroup`.
`FeatureGroup.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
  - featureGroupArn
```
public final String featureGroupArn()
```
    The Amazon Resource Name (ARN) of a FeatureGroup.
    
    Returns:
    
    The Amazon Resource Name (ARN) of a FeatureGroup.
  - featureGroupName
```
public final String featureGroupName()
```
    The name of the FeatureGroup.
    
    Returns:
    
    The name of the FeatureGroup.
  - recordIdentifierFeatureName
```
public final String recordIdentifierFeatureName()
```
    The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.
    
    Returns:
    
    The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.
  - eventTimeFeatureName
```
public final String eventTimeFeatureName()
```
    The name of the feature that stores the EventTime of a Record in a FeatureGroup.
    
    A EventTime is point in time when a new event occurs that corresponds to the creation or update of a Record in FeatureGroup. All Records in the FeatureGroup must have a corresponding EventTime.
    
    Returns:
    
    The name of the feature that stores the EventTime of a Record in a FeatureGroup .
    
    A EventTime is point in time when a new event occurs that corresponds to the creation or update of a Record in FeatureGroup. All Records in the FeatureGroup must have a corresponding EventTime.
  - hasFeatureDefinitions
```
public final boolean hasFeatureDefinitions()
```
    For responses, this returns true if the service returned a value for the FeatureDefinitions property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
  - featureDefinitions
```
public final List<FeatureDefinition> featureDefinitions()
```
    A list of Features. Each Feature must include a FeatureName and a FeatureType.
    
    Valid FeatureTypes are Integral, Fractional and String.
    
    FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time.
    
    You can create up to 2,500 FeatureDefinitions per FeatureGroup.
    
    Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
    
    This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasFeatureDefinitions() method.
    
    Returns:
    
    A list of Features. Each Feature must include a FeatureName and a FeatureType.
    
    Valid FeatureTypes are Integral, Fractional and String.
    
    FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time.
    
    You can create up to 2,500 FeatureDefinitions per FeatureGroup.
  - creationTime
```
public final Instant creationTime()
```
    The time a FeatureGroup was created.
    
    Returns:
    
    The time a FeatureGroup was created.
  - lastModifiedTime
```
public final Instant lastModifiedTime()
```
    A timestamp indicating the last time you updated the feature group.
    
    Returns:
    
    A timestamp indicating the last time you updated the feature group.
  - onlineStoreConfig
```
public final OnlineStoreConfig onlineStoreConfig()
```
    Returns the value of the OnlineStoreConfig property for this object.
    
    Returns:
    
    The value of the OnlineStoreConfig property for this object.
  - offlineStoreConfig
```
public final OfflineStoreConfig offlineStoreConfig()
```
    Returns the value of the OfflineStoreConfig property for this object.
    
    Returns:
    
    The value of the OfflineStoreConfig property for this object.
  - roleArn
```
public final String roleArn()
```
    The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
    
    Returns:
    
    The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
  - featureGroupStatus
```
public final FeatureGroupStatus featureGroupStatus()
```
    A FeatureGroup status.
    
    If the service returns an enum value that is not available in the current SDK version, featureGroupStatus will return FeatureGroupStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from featureGroupStatusAsString().
    
    Returns:
    
    A FeatureGroup status.
    
    See Also:
    
    FeatureGroupStatus
  - featureGroupStatusAsString
```
public final String featureGroupStatusAsString()
```
    A FeatureGroup status.
    
    If the service returns an enum value that is not available in the current SDK version, featureGroupStatus will return FeatureGroupStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from featureGroupStatusAsString().
    
    Returns:
    
    A FeatureGroup status.
    
    See Also:
    
    FeatureGroupStatus
  - offlineStoreStatus
```
public final OfflineStoreStatus offlineStoreStatus()
```
    Returns the value of the OfflineStoreStatus property for this object.
    
    Returns:
    
    The value of the OfflineStoreStatus property for this object.
  - lastUpdateStatus
```
public final LastUpdateStatus lastUpdateStatus()
```
    A value that indicates whether the feature group was updated successfully.
    
    Returns:
    
    A value that indicates whether the feature group was updated successfully.
  - failureReason
```
public final String failureReason()
```
    The reason that the FeatureGroup failed to be replicated in the OfflineStore. This is failure may be due to a failure to create a FeatureGroup in or delete a FeatureGroup from the OfflineStore.
    
    Returns:
    
    The reason that the FeatureGroup failed to be replicated in the OfflineStore. This is failure may be due to a failure to create a FeatureGroup in or delete a FeatureGroup from the OfflineStore.
  - description
```
public final String description()
```
    A free form description of a FeatureGroup.
    
    Returns:
    
    A free form description of a FeatureGroup.
  - hasTags
```
public final boolean hasTags()
```
    For responses, this returns true if the service returned a value for the Tags property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
  - tags
```
public final List<Tag> tags()
```
    Tags used to define a FeatureGroup.
    
    Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
    
    This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasTags() method.
    
    Returns:
    
    Tags used to define a FeatureGroup.
  - toBuilder
```
public FeatureGroup.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface ToCopyableBuilder<FeatureGroup.Builder,FeatureGroup>
  - builder
```
public static FeatureGroup.Builder builder()
```
  - serializableBuilderClass
```
public static Class<? extends FeatureGroup.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

Class FeatureGroup

Nested Class Summary

Method Summary

Methods inherited from class java.lang.Object

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

Method Detail

featureGroupArn

featureGroupName

recordIdentifierFeatureName

eventTimeFeatureName

hasFeatureDefinitions

featureDefinitions

creationTime

lastModifiedTime

onlineStoreConfig

offlineStoreConfig

roleArn

featureGroupStatus

featureGroupStatusAsString

offlineStoreStatus

lastUpdateStatus

failureReason

description

hasTags

tags

toBuilder

builder

serializableBuilderClass

hashCode

equals

equalsBySdkFields

toString

getValueForField

sdkFields