Class AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder (2.5.3) 

public static final class AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder> implements AutoMlForecastingInputs.Transformation.TimestampTransformationOrBuilder

Training pipeline will perform following transformation functions.

  • Apply the transformation functions for Numerical columns.
  • Determine the year, month, day,and weekday. Treat each value from the timestamp as a Categorical column.
  • Invalid numerical values (for example, values that fall outside of a typical timestamp range, or are extreme values) receive no special treatment and are not removed.

Protobuf type google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.Transformation.TimestampTransformation

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

build()

public AutoMlForecastingInputs.Transformation.TimestampTransformation build()
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation

buildPartial()

public AutoMlForecastingInputs.Transformation.TimestampTransformation buildPartial()
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation

clear()

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder clear()
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

clearColumnName()

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder clearColumnName()

string column_name = 1;

Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

clearOneof(Descriptors.OneofDescriptor oneof)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

clearTimeFormat()

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder clearTimeFormat()

The format in which that time field is expressed. The time_format must either be one of:

  • unix-seconds
  • unix-milliseconds
  • unix-microseconds
  • unix-nanoseconds (for respectively number of seconds, milliseconds, microseconds and nanoseconds since start of the Unix epoch); or be written in strftime syntax. If time_format is not set, then the default format is RFC 3339 date-time format, where time-offset = "Z" (e.g. 1985-04-12T23:20:50.52Z)

string time_format = 2;

Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

clone()

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder clone()
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

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.TimestampTransformation getDefaultInstanceForType()
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
Type Description
Descriptor
Overrides

getTimeFormat()

public String getTimeFormat()

The format in which that time field is expressed. The time_format must either be one of:

  • unix-seconds
  • unix-milliseconds
  • unix-microseconds
  • unix-nanoseconds (for respectively number of seconds, milliseconds, microseconds and nanoseconds since start of the Unix epoch); or be written in strftime syntax. If time_format is not set, then the default format is RFC 3339 date-time format, where time-offset = "Z" (e.g. 1985-04-12T23:20:50.52Z)

string time_format = 2;

Returns
Type Description
String

The timeFormat.

getTimeFormatBytes()

public ByteString getTimeFormatBytes()

The format in which that time field is expressed. The time_format must either be one of:

  • unix-seconds
  • unix-milliseconds
  • unix-microseconds
  • unix-nanoseconds (for respectively number of seconds, milliseconds, microseconds and nanoseconds since start of the Unix epoch); or be written in strftime syntax. If time_format is not set, then the default format is RFC 3339 date-time format, where time-offset = "Z" (e.g. 1985-04-12T23:20:50.52Z)

string time_format = 2;

Returns
Type Description
ByteString

The bytes for timeFormat.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeFrom(AutoMlForecastingInputs.Transformation.TimestampTransformation other)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder mergeFrom(AutoMlForecastingInputs.Transformation.TimestampTransformation other)
Parameter
Name Description
other AutoMlForecastingInputs.Transformation.TimestampTransformation
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides Exceptions
Type Description
IOException

mergeFrom(Message other)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

setColumnName(String value)

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

string column_name = 1;

Parameter
Name Description
value String

The columnName to set.
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setColumnNameBytes(ByteString value)

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

string column_name = 1;

Parameter
Name Description
value ByteString

The bytes for columnName to set.
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Name Description
field FieldDescriptor
index int
value Object
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides

setTimeFormat(String value)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder setTimeFormat(String value)

The format in which that time field is expressed. The time_format must either be one of:

  • unix-seconds
  • unix-milliseconds
  • unix-microseconds
  • unix-nanoseconds (for respectively number of seconds, milliseconds, microseconds and nanoseconds since start of the Unix epoch); or be written in strftime syntax. If time_format is not set, then the default format is RFC 3339 date-time format, where time-offset = "Z" (e.g. 1985-04-12T23:20:50.52Z)

string time_format = 2;

Parameter
Name Description
value String

The timeFormat to set.
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setTimeFormatBytes(ByteString value)

public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder setTimeFormatBytes(ByteString value)

The format in which that time field is expressed. The time_format must either be one of:

  • unix-seconds
  • unix-milliseconds
  • unix-microseconds
  • unix-nanoseconds (for respectively number of seconds, milliseconds, microseconds and nanoseconds since start of the Unix epoch); or be written in strftime syntax. If time_format is not set, then the default format is RFC 3339 date-time format, where time-offset = "Z" (e.g. 1985-04-12T23:20:50.52Z)

string time_format = 2;

Parameter
Name Description
value ByteString

The bytes for timeFormat to set.
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder
Overrides