com.google.cloud.aiplatform.v1.schema.trainingjob.definition

Class AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>

com.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder

All Implemented Interfaces:

AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

AutoMlTablesInputs.Transformation.CategoricalArrayTransformation

public static final class AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder
extends com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>
implements AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilder

 Treats the column as categorical array and performs following
 transformation functions.
 *  For each element in the array, convert the category name to a
 dictionary
 lookup index and generate an embedding for each index.
 Combine the embedding of all elements into a single embedding using
 the mean.
 *  Empty arrays treated as an embedding of zeroes.
 

Protobuf type google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation

Method Summary

Modifier and Type	Method and Description
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation	build()
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation	buildPartial()
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder	clear()
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder	clearColumnName() string column_name = 1;
String	getColumnName() string column_name = 1;
com.google.protobuf.ByteString	getColumnNameBytes() string column_name = 1;
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder	mergeFrom(AutoMlTablesInputs.Transformation.CategoricalArrayTransformation other)
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder	mergeFrom(com.google.protobuf.Message other)
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder	setColumnName(String value) string column_name = 1;
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder	setColumnNameBytes(com.google.protobuf.ByteString value) string column_name = 1;

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

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

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>

clear

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>

getDefaultInstanceForType

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

mergeFrom

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>

mergeFrom

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.CategoricalArrayTransformation other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>

mergeFrom

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                   throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder>

Throws:

IOException

getColumnName

public String getColumnName()

string column_name = 1;

Specified by:

getColumnName in interface AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilder

Returns:

The columnName.

getColumnNameBytes

public com.google.protobuf.ByteString getColumnNameBytes()

string column_name = 1;

Specified by:

getColumnNameBytes in interface AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilder

Returns:

The bytes for columnName.

setColumnName

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder setColumnName(String value)

string column_name = 1;

Parameters:

value - The columnName to set.

Returns:

This builder for chaining.

clearColumnName

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder clearColumnName()

string column_name = 1;

Returns:

This builder for chaining.

setColumnNameBytes

public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder setColumnNameBytes(com.google.protobuf.ByteString value)

string column_name = 1;

Parameters:

value - The bytes for columnName to set.

Returns:

This builder for chaining.