Class GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionAutoMlTablesInputsTransformationTimestampTransformation
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
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1beta1.Data
Assembly: Google.Apis.Aiplatform.v1beta1.dll
Syntax
public class GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionAutoMlTablesInputsTransformationTimestampTransformation : IDirectResponseSchema
Properties
ColumnName
Declaration
[JsonProperty("columnName")]
public virtual string ColumnName { get; set; }
Property Value
Type | Description |
---|---|
string |
ETag
The ETag of the item.
Declaration
public virtual string ETag { get; set; }
Property Value
Type | Description |
---|---|
string |
InvalidValuesAllowed
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.
Declaration
[JsonProperty("invalidValuesAllowed")]
public virtual bool? InvalidValuesAllowed { get; set; }
Property Value
Type | Description |
---|---|
bool? |
TimeFormat
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)
Declaration
[JsonProperty("timeFormat")]
public virtual string TimeFormat { get; set; }
Property Value
Type | Description |
---|---|
string |