com.linkedin.feathr.common

Class AutoTensorizableTypes

java.lang.Object

com.linkedin.feathr.common.AutoTensorizableTypes

@Experimental
public class AutoTensorizableTypes
extends java.lang.Object

Mappings from Feathr FeatureTypes to their "auto-tensorized" tensor type. In other words, when the feature owner does not specify a tensor type, Feathr will pick one based on the feature's FeatureType. These mappings define how Feathr will represent features having types NUMERIC, CATEGORICAL, etc., as Quince tensors.

Method Summary

Modifier and Type	Method and Description
static java.util.Optional<TensorType>	getDefaultTensorType(FeatureTypes featureType) Get the default tensor type for the given Feathr FeatureType, if there is one.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

getDefaultTensorType

public static java.util.Optional<TensorType> getDefaultTensorType(FeatureTypes featureType)

Get the default tensor type for the given Feathr FeatureType, if there is one.

Parameters:

featureType - the Feathr featureType

Returns:

the automatically assigned Quince TensorType for the given Feathr FeatureType, if one exists