software.amazon.awssdk.services.sagemaker.model

Interface TimeSeriesConfig.Builder

All Superinterfaces:

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

Enclosing class:

TimeSeriesConfig

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

Method Summary

Modifier and Type	Method and Description
TimeSeriesConfig.Builder	groupingAttributeNames(Collection<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.
TimeSeriesConfig.Builder	groupingAttributeNames(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.
TimeSeriesConfig.Builder	itemIdentifierAttributeName(String itemIdentifierAttributeName) The name of the column that represents the set of item identifiers for which you want to predict the target value.
TimeSeriesConfig.Builder	targetAttributeName(String targetAttributeName) The name of the column representing the target variable that you want to predict for each item in your dataset.
TimeSeriesConfig.Builder	timestampAttributeName(String timestampAttributeName) The name of the column indicating a point in time at which the target value of a given item is recorded.

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

targetAttributeName

TimeSeriesConfig.Builder targetAttributeName(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.

Parameters:

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:

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

timestampAttributeName

TimeSeriesConfig.Builder timestampAttributeName(String timestampAttributeName)

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

Parameters:

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

Returns:

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

itemIdentifierAttributeName

TimeSeriesConfig.Builder itemIdentifierAttributeName(String itemIdentifierAttributeName)

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

Parameters:

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

Returns:

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

groupingAttributeNames

TimeSeriesConfig.Builder groupingAttributeNames(Collection<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.

Parameters:

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.

Returns:

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

groupingAttributeNames

TimeSeriesConfig.Builder groupingAttributeNames(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.

Parameters:

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.

Returns:

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