Vertex AI v1 API - Class AutoMlTablesInputs.Types.Transformation.Types.TimestampTransformation (3.60.0)

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

Reference documentation and code samples for the Vertex AI v1 API class AutoMlTablesInputs.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 > AutoMlTablesInputs.Types.Transformation.Types.TimestampTransformation

Implements

IMessageAutoMlTablesInputsTypesTransformationTypesTimestampTransformation, IEquatableAutoMlTablesInputsTypesTransformationTypesTimestampTransformation, IDeepCloneableAutoMlTablesInputsTypesTransformationTypesTimestampTransformation, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1.Schema.TrainingJob.Definition

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

TimestampTransformation()

public TimestampTransformation()

TimestampTransformation(TimestampTransformation)

public TimestampTransformation(AutoMlTablesInputs.Types.Transformation.Types.TimestampTransformation other)

Parameter
Name	Description
other	AutoMlTablesInputsTypesTransformationTypesTimestampTransformation

Properties

ColumnName

public string ColumnName { get; set; }

Property Value
Type	Description
string

InvalidValuesAllowed

public bool InvalidValuesAllowed { get; set; }

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.

Property Value
Type	Description
bool

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