Some or all of the information on this page might not apply to Cloud de Confiance by S3NS. See Differences from Google Cloud for more details.

Class AutoMlForecastingInputs.Transformation.NumericTransformation.Builder (3.84.0)

public static final class AutoMlForecastingInputs.Transformation.NumericTransformation.Builder extends GeneratedMessage.Builder<AutoMlForecastingInputs.Transformation.NumericTransformation.Builder> implements AutoMlForecastingInputs.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.AutoMlForecastingInputs.Transformation.NumericTransformation

Inheritance

java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > AutoMlForecastingInputs.Transformation.NumericTransformation.Builder

Implements

AutoMlForecastingInputs.Transformation.NumericTransformationOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

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

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

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessage.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessage.Builder.clear()

GeneratedMessage.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.clone()

GeneratedMessage.Builder.getAllFields()

GeneratedMessage.Builder.getDescriptorForType()

GeneratedMessage.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.getParentForChildren()

GeneratedMessage.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessage.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessage.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessage.Builder.getUnknownFieldSetBuilder()

GeneratedMessage.Builder.getUnknownFields()

GeneratedMessage.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessage.Builder.internalGetFieldAccessorTable()

GeneratedMessage.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessage.Builder.internalGetMapFieldReflection(int)

GeneratedMessage.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessage.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessage.Builder.isClean()

GeneratedMessage.Builder.isInitialized()

GeneratedMessage.Builder.markClean()

GeneratedMessage.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessage.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessage.Builder.mergeUnknownVarintField(int,int)

GeneratedMessage.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessage.Builder.onBuilt()

GeneratedMessage.Builder.onChanged()

com.google.protobuf.GeneratedMessage.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessage.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessage.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessage.Builder.setUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessage.Builder.setUnknownFieldsProto3(com.google.protobuf.UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

Methods

build()

public AutoMlForecastingInputs.Transformation.NumericTransformation build()

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation`

buildPartial()

public AutoMlForecastingInputs.Transformation.NumericTransformation buildPartial()

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation`

clear()

public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clear()

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation.Builder`

Overrides

GeneratedMessage.Builder<BuilderType>.clear()

clearColumnName()

public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clearColumnName()

string column_name = 1;

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation.Builder`	This builder for chaining.

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.

getDefaultInstanceForType()

public AutoMlForecastingInputs.Transformation.NumericTransformation getDefaultInstanceForType()

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation`

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
`Descriptor`

Overrides

GeneratedMessage.Builder<BuilderType>.getDescriptorForType()

internalGetFieldAccessorTable()

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessage.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessage.Builder<BuilderType>.isInitialized()

mergeFrom(AutoMlForecastingInputs.Transformation.NumericTransformation other)

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

Parameter
Name	Description
`other`	`AutoMlForecastingInputs.Transformation.NumericTransformation`

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation.Builder`

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
`IOException`

mergeFrom(Message other)

public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(Message other)

Parameter
Name	Description
`other`	`Message`

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

setColumnName(String value)

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

string column_name = 1;

Parameter
Name	Description
`value`	`String` The columnName to set.

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation.Builder`	This builder for chaining.

setColumnNameBytes(ByteString value)

public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setColumnNameBytes(ByteString value)

string column_name = 1;

Parameter
Name	Description
`value`	`ByteString` The bytes for columnName to set.

Returns
Type	Description
`AutoMlForecastingInputs.Transformation.NumericTransformation.Builder`	This builder for chaining.