Vertex AI v1beta1 API - Class AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation (1.0.0-beta73) 

public sealed class AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation : IMessage<AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation>, IEquatable<AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation>, IDeepCloneable<AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation>, IBufferMessage, IMessage

Reference documentation and code samples for the Vertex AI v1beta1 API class AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation.

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.

Inheritance

object > AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation

Namespace

Google.Cloud.AIPlatform.V1Beta1.Schema.TrainingJob.Definition

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

TimestampTransformation()

public TimestampTransformation()

TimestampTransformation(TimestampTransformation)

public TimestampTransformation(AutoMlForecastingInputs.Types.Transformation.Types.TimestampTransformation other)
Parameter
Name Description
other AutoMlForecastingInputsTypesTransformationTypesTimestampTransformation

Properties

ColumnName

public string ColumnName { get; set; }
Property Value
Type Description
string

TimeFormat

public string TimeFormat { get; set; }

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)

Property Value
Type Description
string