ravipesala commented on a change in pull request #3182: [WIP] [CARBONDATA-3343] 
Compaction for Range Sort
URL: https://github.com/apache/carbondata/pull/3182#discussion_r277653660
 
 

 ##########
 File path: 
integration/spark-common/src/main/scala/org/apache/carbondata/spark/rdd/CarbonMergerRDD.scala
 ##########
 @@ -342,6 +366,35 @@ class CarbonMergerRDD[K, V](
             updateDetails, updateStatusManager)))) &&
         FileFormat.COLUMNAR_V3.equals(entry.getFileFormat)
       }
+      carbonInputSplits ++:= filteredSplits
+      allSplits.addAll(filteredSplits.asJava)
+    }
+
+    var allRanges: Array[RangeValues] = new 
Array[RangeValues](defaultParallelism)
+    if (rangeColumn != null) {
+      val inputMetricsStats: CarbonInputMetrics = new CarbonInputMetrics
+      val projection = new CarbonProjection
+      projection.addColumn(rangeColumn.getColName)
+      val scanRdd = new CarbonScanRDD[InternalRow](
+        ss,
+        projection,
+        null,
+        carbonTable.getAbsoluteTableIdentifier,
+        carbonTable.getTableInfo.serialize(),
+        carbonTable.getTableInfo,
+        inputMetricsStats,
+        partitionNames = null,
+        splits = allSplits)
+      val objectOrdering: Ordering[Object] = 
createOrderingForColumn(rangeColumn)
+
+      // Change string type to support all types
+      val sampleRdd = scanRdd
+        .map(row => (row.get(0, Util.convertCarbonToSparkDataType(dataType)), 
null))
 
 Review comment:
   converting to spark type inside mapper is a heavier operation, Please 
convert before and pass to mapper

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