Class AutoMlTablesInputs.Transformation.TextTransformation (2.4.0)

public static final class AutoMlTablesInputs.Transformation.TextTransformation extends GeneratedMessageV3 implements AutoMlTablesInputs.Transformation.TextTransformationOrBuilder

Training pipeline will perform following transformation functions.

The text as is--no change to case, punctuation, spelling, tense, and so on.
Tokenize text to words. Convert each words 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.
Tokenization is based on unicode script boundaries.
Missing values get their own lookup index and resulting embedding.
Stop-words receive no special treatment and are not removed.

Protobuf type google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > AutoMlTablesInputs.Transformation.TextTransformation

Implements

AutoMlTablesInputs.Transformation.TextTransformationOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Fields

COLUMN_NAME_FIELD_NUMBER

public static final int COLUMN_NAME_FIELD_NUMBER

Field Value

Type	Description
int

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
obj	`Object`

Returns

Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getColumnName()

public String getColumnName()

string column_name = 1;

Returns

Type	Description
String	The columnName.

getColumnNameBytes()

public ByteString getColumnNameBytes()

string column_name = 1;

Returns

Type	Description
ByteString	The bytes for columnName.

getDefaultInstance()

public static AutoMlTablesInputs.Transformation.TextTransformation getDefaultInstance()

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

getDefaultInstanceForType()

public AutoMlTablesInputs.Transformation.TextTransformation getDefaultInstanceForType()

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

getParserForType()

public Parser<AutoMlTablesInputs.Transformation.TextTransformation> getParserForType()

Returns

Type	Description
Parser<TextTransformation>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
UnknownFieldSet

Overrides

GeneratedMessageV3.getUnknownFields()

hashCode()

public int hashCode()

Returns

Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilder()

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

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation.Builder

newBuilder(AutoMlTablesInputs.Transformation.TextTransformation prototype)

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

Parameter

Name	Description
prototype	`AutoMlTablesInputs.Transformation.TextTransformation`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation.Builder

newBuilderForType()

public AutoMlTablesInputs.Transformation.TextTransformation.Builder newBuilderForType()

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected AutoMlTablesInputs.Transformation.TextTransformation.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
parent	`BuilderParent`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter

Name	Description
unused	`UnusedPrivateParameter`

Returns

Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

parseDelimitedFrom(InputStream input)

public static AutoMlTablesInputs.Transformation.TextTransformation parseDelimitedFrom(InputStream input)

Parameter

Name	Description
input	`InputStream`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoMlTablesInputs.Transformation.TextTransformation parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	`InputStream`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
IOException

parseFrom(byte[] data)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(byte[] data)

Parameter

Name	Description
data	`byte[]`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	`byte[]`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteString data)

Parameter

Name	Description
data	`ByteString`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	`ByteString`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(CodedInputStream input)

Parameter

Name	Description
input	`CodedInputStream`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	`CodedInputStream`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
IOException

parseFrom(InputStream input)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(InputStream input)

Parameter

Name	Description
input	`InputStream`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	`InputStream`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
IOException

parseFrom(ByteBuffer data)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteBuffer data)

Parameter

Name	Description
data	`ByteBuffer`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	`ByteBuffer`
extensionRegistry	`ExtensionRegistryLite`

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation

Exceptions

Type	Description
InvalidProtocolBufferException

parser()

public static Parser<AutoMlTablesInputs.Transformation.TextTransformation> parser()

Returns

Type	Description
Parser<TextTransformation>

toBuilder()

public AutoMlTablesInputs.Transformation.TextTransformation.Builder toBuilder()

Returns

Type	Description
AutoMlTablesInputs.Transformation.TextTransformation.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
output	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
IOException