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

Class AutoMlTablesInputs.Transformation.NumericTransformation

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation

All Implemented Interfaces:

AutoMlTablesInputs.Transformation.NumericTransformationOrBuilder, 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.NumericTransformation
extends com.google.protobuf.GeneratedMessageV3
implements AutoMlTablesInputs.Transformation.NumericTransformationOrBuilder

 Training pipeline will perform following transformation functions.
 *  The value converted to float32.
 *  The z_score of the value.
 *  log(value+1) when the value is greater than or equal to 0. Otherwise,
    this transformation is not applied and the value is considered a
    missing value.
 *  z_score of log(value+1) when the value is greater than or equal to 0.
    Otherwise, this transformation is not applied and the value is
    considered a missing value.
 *  A boolean value that indicates whether the value is valid.
 

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AutoMlTablesInputs.Transformation.NumericTransformation.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
static int	INVALID_VALUES_ALLOWED_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.NumericTransformation	getDefaultInstance()
AutoMlTablesInputs.Transformation.NumericTransformation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
boolean	getInvalidValuesAllowed() If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid.
com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.NumericTransformation>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static AutoMlTablesInputs.Transformation.NumericTransformation.Builder	newBuilder()
static AutoMlTablesInputs.Transformation.NumericTransformation.Builder	newBuilder(AutoMlTablesInputs.Transformation.NumericTransformation prototype)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	newBuilderForType()
protected AutoMlTablesInputs.Transformation.NumericTransformation.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseDelimitedFrom(InputStream input)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(byte[] data)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(ByteBuffer data)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(com.google.protobuf.ByteString data)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(com.google.protobuf.CodedInputStream input)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(InputStream input)
static AutoMlTablesInputs.Transformation.NumericTransformation	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.NumericTransformation>	parser()
AutoMlTablesInputs.Transformation.NumericTransformation.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

INVALID_VALUES_ALLOWED_FIELD_NUMBER

public static final int INVALID_VALUES_ALLOWED_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.NumericTransformationOrBuilder

Returns:

The columnName.

getColumnNameBytes

public com.google.protobuf.ByteString getColumnNameBytes()

string column_name = 1;

Specified by:

getColumnNameBytes in interface AutoMlTablesInputs.Transformation.NumericTransformationOrBuilder

Returns:

The bytes for columnName.

getInvalidValuesAllowed

public boolean getInvalidValuesAllowed()

 If invalid values is allowed, the training pipeline will create a
 boolean feature that indicated whether the value is valid.
 Otherwise, the training pipeline will discard the input row from
 trainining data.
 

bool invalid_values_allowed = 2;

Specified by:

getInvalidValuesAllowed in interface AutoMlTablesInputs.Transformation.NumericTransformationOrBuilder

Returns:

The invalidValuesAllowed.

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.NumericTransformation parseFrom(ByteBuffer data)
                                                                         throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public AutoMlTablesInputs.Transformation.NumericTransformation.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.NumericTransformation.Builder newBuilder()

newBuilder

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

toBuilder

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static AutoMlTablesInputs.Transformation.NumericTransformation getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.NumericTransformation> 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.NumericTransformation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder