FillMissingValues class - Amazon Glue
Apply
Services or capabilities described in Amazon Web Services documentation might vary by Region. To see the differences applicable to the China Regions, see Getting Started with Amazon Web Services in China (PDF).

FillMissingValues class

Package: com.amazonaws.services.glue.ml

object FillMissingValues

Def apply

def apply(frame: DynamicFrame,
          missingValuesColumn: String,
          outputColumn: String = "",
          transformationContext: String = "",
          callSite: CallSite = CallSite("Not provided", ""),
          stageThreshold: Long = 0,
          totalThreshold: Long = 0): DynamicFrame

Fills a dynamic frame's missing values in a specified column and returns a new frame with estimates in a new column. For rows without missing values, the specified column's value is duplicated to the new column.

  • frame — The DynamicFrame in which to fill missing values. Required.

  • missingValuesColumn — The column containing missing values (null values and empty strings). Required.

  • outputColumn — The name of the new column that will contain estimated values for all rows whose value was missing. Optional; the default is the value of missingValuesColumn suffixed by "_filled".

  • transformationContext — A unique string that is used to identify state information (optional).

  • callSite — Used to provide context information for error reporting. (optional).

  • stageThreshold — The maximum number of errors that can occur in the transformation before it errors out (optional; the default is zero).

  • totalThreshold — The maximum number of errors that can occur overall before processing errors out (optional; the default is zero).

Returns a new dynamic frame with one additional column that contains estimations for rows with missing values and the present value for other rows.