Class AutoMlTablesInputs.Transformation.TimestampTransformation.Builder (2.5.3)

public static final class AutoMlTablesInputs.Transformation.TimestampTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder> implements AutoMlTablesInputs.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.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation

Inheritance

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

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

build()

public AutoMlTablesInputs.Transformation.TimestampTransformation build()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation

buildPartial()

public AutoMlTablesInputs.Transformation.TimestampTransformation buildPartial()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation

clear()

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clear()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

clearColumnName()

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearColumnName()

string column_name = 1;

Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
NameDescription
fieldFieldDescriptor
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

clearInvalidValuesAllowed()

public AutoMlTablesInputs.Transformation.TimestampTransformation.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 = 3;

Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
NameDescription
oneofOneofDescriptor
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

clearTimeFormat()

public AutoMlTablesInputs.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
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

clone()

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clone()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

getColumnName()

public String getColumnName()

string column_name = 1;

Returns
TypeDescription
String

The columnName.

getColumnNameBytes()

public ByteString getColumnNameBytes()

string column_name = 1;

Returns
TypeDescription
ByteString

The bytes for columnName.

getDefaultInstanceForType()

public AutoMlTablesInputs.Transformation.TimestampTransformation getDefaultInstanceForType()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
TypeDescription
Descriptor
Overrides

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 = 3;

Returns
TypeDescription
boolean

The invalidValuesAllowed.

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
TypeDescription
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
TypeDescription
ByteString

The bytes for timeFormat.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

mergeFrom(AutoMlTablesInputs.Transformation.TimestampTransformation other)

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.TimestampTransformation other)
Parameter
NameDescription
otherAutoMlTablesInputs.Transformation.TimestampTransformation
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides Exceptions
TypeDescription
IOException

mergeFrom(Message other)

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(Message other)
Parameter
NameDescription
otherMessage
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

setColumnName(String value)

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

string column_name = 1;

Parameter
NameDescription
valueString

The columnName to set.

Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setColumnNameBytes(ByteString value)

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

string column_name = 1;

Parameter
NameDescription
valueByteString

The bytes for columnName to set.

Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

setInvalidValuesAllowed(boolean value)

public AutoMlTablesInputs.Transformation.TimestampTransformation.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 = 3;

Parameter
NameDescription
valueboolean

The invalidValuesAllowed to set.

Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

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

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
NameDescription
fieldFieldDescriptor
indexint
valueObject
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides

setTimeFormat(String value)

public AutoMlTablesInputs.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
NameDescription
valueString

The timeFormat to set.

Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setTimeFormatBytes(ByteString value)

public AutoMlTablesInputs.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
NameDescription
valueByteString

The bytes for timeFormat to set.

Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

This builder for chaining.

setUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
Overrides