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

Class AutoMlTablesInputs.Transformation.NumericTransformation.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

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

All Implemented Interfaces:

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

Enclosing class:

AutoMlTablesInputs.Transformation.NumericTransformation

public static final class AutoMlTablesInputs.Transformation.NumericTransformation.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>
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

Method Summary

Modifier and Type	Method and Description
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
AutoMlTablesInputs.Transformation.NumericTransformation	build()
AutoMlTablesInputs.Transformation.NumericTransformation	buildPartial()
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	clear()
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	clearColumnName() string column_name = 1;
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	clearInvalidValuesAllowed() If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid.
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	clone()
String	getColumnName() string column_name = 1;
com.google.protobuf.ByteString	getColumnNameBytes() string column_name = 1;
AutoMlTablesInputs.Transformation.NumericTransformation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
boolean	getInvalidValuesAllowed() If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	mergeFrom(AutoMlTablesInputs.Transformation.NumericTransformation other)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	mergeFrom(com.google.protobuf.Message other)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	setColumnName(String value) string column_name = 1;
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	setColumnNameBytes(com.google.protobuf.ByteString value) string column_name = 1;
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	setInvalidValuesAllowed(boolean value) If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid.
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
AutoMlTablesInputs.Transformation.NumericTransformation.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, 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, 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

Method Detail

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.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

clear

public AutoMlTablesInputs.Transformation.NumericTransformation.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.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.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.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

getDefaultInstanceForType

public AutoMlTablesInputs.Transformation.NumericTransformation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public AutoMlTablesInputs.Transformation.NumericTransformation 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.NumericTransformation buildPartial()

Specified by:

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

Specified by:

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

clone

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder clone()

Specified by:

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

Specified by:

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

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

setField

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                                Object value)

Specified by:

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

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

clearField

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

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

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

clearOneof

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

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

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

setRepeatedField

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                                        int index,
                                                                                        Object value)

Specified by:

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

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

addRepeatedField

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                                        Object value)

Specified by:

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

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

mergeFrom

public AutoMlTablesInputs.Transformation.NumericTransformation.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.NumericTransformation.Builder>

mergeFrom

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

mergeFrom

public AutoMlTablesInputs.Transformation.NumericTransformation.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.NumericTransformation.Builder>

Throws:

IOException

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.

setColumnName

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

string column_name = 1;

Parameters:

value - The columnName to set.

Returns:

This builder for chaining.

clearColumnName

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder clearColumnName()

string column_name = 1;

Returns:

This builder for chaining.

setColumnNameBytes

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

string column_name = 1;

Parameters:

value - The bytes for columnName to set.

Returns:

This builder for chaining.

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.

setInvalidValuesAllowed

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder setInvalidValuesAllowed(boolean value)

 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;

Parameters:

value - The invalidValuesAllowed to set.

Returns:

This builder for chaining.

clearInvalidValuesAllowed

public AutoMlTablesInputs.Transformation.NumericTransformation.Builder clearInvalidValuesAllowed()

 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;

Returns:

This builder for chaining.

setUnknownFields

public final AutoMlTablesInputs.Transformation.NumericTransformation.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

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

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>

mergeUnknownFields

public final AutoMlTablesInputs.Transformation.NumericTransformation.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

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

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericTransformation.Builder>