Para-1 import java.text.SimpleDateFormat import java.util.Calendar import java.sql.Date
def formatStringAsDate(dateStr: String) = new java.sql.Date(new SimpleDateFormat("yyyy-MM-dd").parse(dateStr).getTime()) //(2015-07-27,12459,,31242,6,Daily,-999,2099-01-01,2099-01-02,1,0,0.1,0,1,-1,isGeo,,,204,694.0,1.9236856708701322E-4,0.0,-4.48,0.0,0.0,0.0,) val rowStructText = sc.textFile("/user/zeppelin/aggregatedsummary/2015/08/03/regular/part-m-00003.gz") case class Summary(f1: Date, f2: Long, f3: Long, f4: Integer, f5 : String, f6: Integer, f7 : Date, f8: Date, f9: Integer, f10: Integer, f11: Float, f12: Integer, f13: Integer, f14: String) val summary = rowStructText.map(s => s.split(",")).map( { s => Summary(formatStringAsDate(s(0)), s(1).replaceAll("\"", "").toLong, s(3).replaceAll("\"", "").toLong, s(4).replaceAll("\"", "").toInt, s(5).replaceAll("\"", ""), s(6).replaceAll("\"", "").toInt, formatStringAsDate(s(7)), formatStringAsDate(s(8)), s(9).replaceAll("\"", "").toInt, s(10).replaceAll("\"", "").toInt, s(11).replaceAll("\"", "").toFloat, s(12).replaceAll("\"", "").toInt, s(13).replaceAll("\"", "").toInt, s(14).replaceAll("\"", "") ) } ).toDF() summary.registerTempTable("summary") Output: import java.text.SimpleDateFormat import java.util.Calendar import java.sql.Date formatStringAsDate: (dateStr: String)java.sql.Date rowStructText: org.apache.spark.rdd.RDD[String] = /user/zeppelin/aggregatedsummary/2015/08/03/regular/part-m-00003.gz MapPartitionsRDD[152] at textFile at <console>:100 defined class Summary summary: org.apache.spark.sql.DataFrame = [f1: date, f2: bigint, f3: bigint, f4: int, f5: string, f6: int, f7: date, f8: date, f9: int, f10: int, f11: float, f12: int, f13: int, f14: string] Para-2 (DOES NOT WORK) %sql select count(*) from summary Output org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 29.0 failed 4 times, most recent failure: Lost task 0.3 in stage 29.0 (TID 1844, datanode-6-3486.phx01.dev.ebayc3.com): java.lang.ArrayIndexOutOfBoundsException: 1 at $line184.$read$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$anonfun$2.apply(<console>:109) at $line184.$read$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$anonfun$2.apply(<console>:107) at scala.collection.Iterator$$anon$11.next(Iterator.scala:328) at scala.collection.Iterator$$anon$1.next(Iterator.scala:853) at scala.collection.Iterator$$anon$1.head(Iterator.scala:840) at org.apache.spark.sql.execution.RDDConversions$$anonfun$productToRowRdd$1.apply(ExistingRDD.scala:42) at org.apache.spark.sql.execution.RDDConversions$$anonfun$productToRowRdd$1.apply(ExistingRDD.scala:37) at org.apache.spark.rdd.RDD$$anonfun$14.apply(RDD.scala:634) at org.apache.spark.rdd.RDD$$anonfun$14.apply(RDD.scala:634) at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:35) at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:277) at org.apache.spark.rdd.RDD.iterator(RDD.scala:244) at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:35) at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:277) at org.apache.spark.rdd.RDD.iterator(RDD.scala:244) at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:35) at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:277) at org.apache.spark.rdd.RDD.iterator(RDD.scala:244) at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:35) at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:277) at org.apache.spark.rdd.RDD.iterator(RDD.scala:244) at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:68) at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:41) at org.apache.spark.scheduler.Task.run(Task.scala:64) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:203) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) at java.lang.Thread.run(Thread.java:745) Suggestions ? -- Deepak