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

Class AutoMlTablesInputs.Transformation.CategoricalTransformation

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation

All Implemented Interfaces:

AutoMlTablesInputs.Transformation.CategoricalTransformationOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

AutoMlTablesInputs.Transformation

public static final class AutoMlTablesInputs.Transformation.CategoricalTransformation
extends com.google.protobuf.GeneratedMessageV3
implements AutoMlTablesInputs.Transformation.CategoricalTransformationOrBuilder

 Training pipeline will perform following transformation functions.
 *  The categorical string as is--no change to case, punctuation,
 spelling,
    tense, and so on.
 *  Convert the category name to a dictionary lookup index and generate an
    embedding for each index.
 *  Categories that appear less than 5 times in the training dataset are
    treated as the "unknown" category. The "unknown" category gets its own
    special lookup index and resulting embedding.
 

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder Training pipeline will perform following transformation functions.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	COLUMN_NAME_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
String	getColumnName() string column_name = 1;
com.google.protobuf.ByteString	getColumnNameBytes() string column_name = 1;
static AutoMlTablesInputs.Transformation.CategoricalTransformation	getDefaultInstance()
AutoMlTablesInputs.Transformation.CategoricalTransformation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.CategoricalTransformation>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder	newBuilder()
static AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder	newBuilder(AutoMlTablesInputs.Transformation.CategoricalTransformation prototype)
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder	newBuilderForType()
protected AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseDelimitedFrom(InputStream input)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(byte[] data)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(ByteBuffer data)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.ByteString data)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.CodedInputStream input)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(InputStream input)
static AutoMlTablesInputs.Transformation.CategoricalTransformation	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.CategoricalTransformation>	parser()
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

COLUMN_NAME_FIELD_NUMBER

public static final int COLUMN_NAME_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

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

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getColumnName

public String getColumnName()

string column_name = 1;

Specified by:

getColumnName in interface AutoMlTablesInputs.Transformation.CategoricalTransformationOrBuilder

Returns:

The columnName.

getColumnNameBytes

public com.google.protobuf.ByteString getColumnNameBytes()

string column_name = 1;

Specified by:

getColumnNameBytes in interface AutoMlTablesInputs.Transformation.CategoricalTransformationOrBuilder

Returns:

The bytes for columnName.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(ByteBuffer data)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(ByteBuffer data,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(com.google.protobuf.ByteString data)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(com.google.protobuf.ByteString data,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(byte[] data)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(byte[] data,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(InputStream input)
                                                                             throws IOException

Throws:

IOException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(InputStream input,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws IOException

Throws:

IOException

parseDelimitedFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseDelimitedFrom(InputStream input)
                                                                                      throws IOException

Throws:

IOException

parseDelimitedFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseDelimitedFrom(InputStream input,
                                                                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                      throws IOException

Throws:

IOException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(com.google.protobuf.CodedInputStream input)
                                                                             throws IOException

Throws:

IOException

parseFrom

public static AutoMlTablesInputs.Transformation.CategoricalTransformation parseFrom(com.google.protobuf.CodedInputStream input,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws IOException

Throws:

IOException

newBuilderForType

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder newBuilder()

newBuilder

public static AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder newBuilder(AutoMlTablesInputs.Transformation.CategoricalTransformation prototype)

toBuilder

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static AutoMlTablesInputs.Transformation.CategoricalTransformation getDefaultInstance()

parser

public static com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.CategoricalTransformation> parser()

getParserForType

public com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.CategoricalTransformation> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public AutoMlTablesInputs.Transformation.CategoricalTransformation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder