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com.sope.spark.sql.dsl

DimensionChangeSet

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object DimensionChangeSet

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  4. def apply(dimensionDF: DataFrame, surrogateKey: String, naturalKeys: Seq[String], derivedColumns: Seq[String] = Seq(), metaColumns: Seq[String] = Seq(), incrementalLoad: Boolean = true): DFFunc

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    Get the dimension change set for the provided input data.

    Get the dimension change set for the provided input data. The resultant dataframe will contain a columns named 'change_status' containing the change statuses: INSERT, UPDATE, NCD, INVALID

    dimensionDF

    DataFrame Dimension table dataframe

    surrogateKey

    String Surrogate key column name

    naturalKeys

    Seq[String List of natural key columns for the Dimension

    derivedColumns

    Seq[String List of derived columns for the Dimension. Derived columns will not be considered for SCD For update records, If source has the derived columns then source value will be considered else target values

    metaColumns

    Seq[String List of meta columns for the Dimension table. Meta columns will not be considered for SCD Meta columns will be null for the insert and update records

    incrementalLoad

    Flag denoting whether it is a incremental load or full load

    returns

    DFFunc

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