software.amazon.awssdk.services.sagemaker.model

Class TimeSeriesConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.TimeSeriesConfig

All Implemented Interfaces:

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

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

The collection of components that defines the time-series.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	TimeSeriesConfig.Builder

Method Summary

Modifier and Type	Method and Description
static TimeSeriesConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
List<String>	groupingAttributeNames() A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.
boolean	hasGroupingAttributeNames() For responses, this returns true if the service returned a value for the GroupingAttributeNames property.
int	hashCode()
String	itemIdentifierAttributeName() The name of the column that represents the set of item identifiers for which you want to predict the target value.
List<SdkField<?>>	sdkFields()
static Class<? extends TimeSeriesConfig.Builder>	serializableBuilderClass()
String	targetAttributeName() The name of the column representing the target variable that you want to predict for each item in your dataset.
String	timestampAttributeName() The name of the column indicating a point in time at which the target value of a given item is recorded.
TimeSeriesConfig.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

targetAttributeName

public final String targetAttributeName()

The name of the column representing the target variable that you want to predict for each item in your dataset. The data type of the target variable must be numerical.

Returns:

The name of the column representing the target variable that you want to predict for each item in your dataset. The data type of the target variable must be numerical.

timestampAttributeName

public final String timestampAttributeName()

The name of the column indicating a point in time at which the target value of a given item is recorded.

Returns:

The name of the column indicating a point in time at which the target value of a given item is recorded.

itemIdentifierAttributeName

public final String itemIdentifierAttributeName()

The name of the column that represents the set of item identifiers for which you want to predict the target value.

Returns:

The name of the column that represents the set of item identifiers for which you want to predict the target value.

hasGroupingAttributeNames

public final boolean hasGroupingAttributeNames()

For responses, this returns true if the service returned a value for the GroupingAttributeNames 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.

groupingAttributeNames

public final List<String> groupingAttributeNames()

A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.

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 hasGroupingAttributeNames() method.

Returns:

A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.

toBuilder

public TimeSeriesConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<TimeSeriesConfig.Builder,TimeSeriesConfig>

builder

public static TimeSeriesConfig.Builder builder()

serializableBuilderClass

public static Class<? extends TimeSeriesConfig.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