com.google.cloud.aiplatform.v1beta1.schema.trainingjob.definition

Class AutoMlForecastingInputs.Transformation.CategoricalTransformation

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessage

com.google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.Transformation.CategoricalTransformation

All Implemented Interfaces:

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

Enclosing class:

AutoMlForecastingInputs.Transformation

public static final class AutoMlForecastingInputs.Transformation.CategoricalTransformation
extends com.google.protobuf.GeneratedMessage
implements AutoMlForecastingInputs.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.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.Transformation.CategoricalTransformation

See Also:

Serialized Form

Nested Class Summary

Nested Classes

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

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

com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

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

com.google.protobuf.AbstractMessage.BuilderParent

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.GeneratedMessage

alwaysUseFieldBuilders, loggedPre22TypeNames, 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 AutoMlForecastingInputs.Transformation.CategoricalTransformation	getDefaultInstance()
AutoMlForecastingInputs.Transformation.CategoricalTransformation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<AutoMlForecastingInputs.Transformation.CategoricalTransformation>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder	newBuilder()
static AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder	newBuilder(AutoMlForecastingInputs.Transformation.CategoricalTransformation prototype)
AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder	newBuilderForType()
protected AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder	newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseDelimitedFrom(InputStream input)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(byte[] data)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(ByteBuffer data)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.ByteString data)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.CodedInputStream input)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(InputStream input)
static AutoMlForecastingInputs.Transformation.CategoricalTransformation	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<AutoMlForecastingInputs.Transformation.CategoricalTransformation>	parser()
AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessage

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, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, 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, hashFields, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

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

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

getColumnName

public String getColumnName()

string column_name = 1;

Specified by:

getColumnName in interface AutoMlForecastingInputs.Transformation.CategoricalTransformationOrBuilder

Returns:

The columnName.

getColumnNameBytes

public com.google.protobuf.ByteString getColumnNameBytes()

string column_name = 1;

Specified by:

getColumnNameBytes in interface AutoMlForecastingInputs.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.GeneratedMessage

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.GeneratedMessage

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessage

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 AutoMlForecastingInputs.Transformation.CategoricalTransformation parseFrom(ByteBuffer data)
                                                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public AutoMlForecastingInputs.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 AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder newBuilder()

newBuilder

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

toBuilder

public AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)

Overrides:

newBuilderForType in class com.google.protobuf.AbstractMessage

getDefaultInstance

public static AutoMlForecastingInputs.Transformation.CategoricalTransformation getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<AutoMlForecastingInputs.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.GeneratedMessage

getDefaultInstanceForType

public AutoMlForecastingInputs.Transformation.CategoricalTransformation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder