bq. agg(collect_list("b") Have you tried:
agg(collect_list($"b") On Mon, Feb 1, 2016 at 8:50 AM, Alexandr Dzhagriev <dzh...@gmail.com> wrote: > Hello, > > I'm trying to run the following example code: > > import org.apache.spark.sql.hive.HiveContext > import org.apache.spark.{SparkContext, SparkConf} > import org.apache.spark.sql.functions._ > > > case class RecordExample(a: Int, b: String) > > object ArrayExample { > def main(args: Array[String]) { > val conf = new SparkConf() > > val sc = new SparkContext(conf) > val sqlContext = new HiveContext(sc) > > import sqlContext.implicits._ > > val dataset = sc.parallelize(Seq(RecordExample(1, "apple"), > RecordExample(2, "orange"))).toDS() > > dataset.groupBy($"a").agg(collect_list("b").as[List[String]]) > > dataset.collect() > > } > > } > > > and it fails with the following (please see the whole stack trace below): > > Exception in thread "main" java.lang.ClassCastException: > org.apache.spark.sql.types.ArrayType cannot be cast to > org.apache.spark.sql.types.StructType > > > Could please someone point me to the proper way to do that or confirm it's > a bug? > > Thank you and here is the whole stacktrace: > > Exception in thread "main" java.lang.ClassCastException: > org.apache.spark.sql.types.ArrayType cannot be cast to > org.apache.spark.sql.types.StructType > at org.apache.spark.sql.catalyst.expressions.GetStructField.org > $apache$spark$sql$catalyst$expressions$GetStructField$$field$lzycompute(complexTypeExtractors.scala:107) > at org.apache.spark.sql.catalyst.expressions.GetStructField.org > $apache$spark$sql$catalyst$expressions$GetStructField$$field(complexTypeExtractors.scala:107) > at > org.apache.spark.sql.catalyst.expressions.GetStructField.dataType(complexTypeExtractors.scala:109) > at > org.apache.spark.sql.catalyst.analysis.ResolveUpCast$$anonfun$apply$24.applyOrElse(Analyzer.scala:1214) > at > org.apache.spark.sql.catalyst.analysis.ResolveUpCast$$anonfun$apply$24.applyOrElse(Analyzer.scala:1211) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$3.apply(TreeNode.scala:243) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$3.apply(TreeNode.scala:243) > at > org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:53) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:242) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$4.apply(TreeNode.scala:265) > at scala.collection.Iterator$$anon$11.next(Iterator.scala:370) > at scala.collection.Iterator$class.foreach(Iterator.scala:742) > at scala.collection.AbstractIterator.foreach(Iterator.scala:1194) > at scala.collection.generic.Growable$class.$plus$plus$eq(Growable.scala:59) > at > scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:104) > at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:48) > at scala.collection.TraversableOnce$class.to(TraversableOnce.scala:308) > at scala.collection.AbstractIterator.to(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toBuffer(TraversableOnce.scala:300) > at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toArray(TraversableOnce.scala:287) > at scala.collection.AbstractIterator.toArray(Iterator.scala:1194) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformChildren(TreeNode.scala:305) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$4.apply(TreeNode.scala:265) > at scala.collection.Iterator$$anon$11.next(Iterator.scala:370) > at scala.collection.Iterator$class.foreach(Iterator.scala:742) > at scala.collection.AbstractIterator.foreach(Iterator.scala:1194) > at scala.collection.generic.Growable$class.$plus$plus$eq(Growable.scala:59) > at > scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:104) > at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:48) > at scala.collection.TraversableOnce$class.to(TraversableOnce.scala:308) > at scala.collection.AbstractIterator.to(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toBuffer(TraversableOnce.scala:300) > at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toArray(TraversableOnce.scala:287) > at scala.collection.AbstractIterator.toArray(Iterator.scala:1194) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformChildren(TreeNode.scala:305) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$4$$anonfun$apply$9.apply(TreeNode.scala:294) > at > scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:245) > at > scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:245) > at scala.collection.immutable.List.foreach(List.scala:381) > at scala.collection.TraversableLike$class.map(TraversableLike.scala:245) > at scala.collection.immutable.List.map(List.scala:285) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$4.apply(TreeNode.scala:292) > at scala.collection.Iterator$$anon$11.next(Iterator.scala:370) > at scala.collection.Iterator$class.foreach(Iterator.scala:742) > at scala.collection.AbstractIterator.foreach(Iterator.scala:1194) > at scala.collection.generic.Growable$class.$plus$plus$eq(Growable.scala:59) > at > scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:104) > at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:48) > at scala.collection.TraversableOnce$class.to(TraversableOnce.scala:308) > at scala.collection.AbstractIterator.to(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toBuffer(TraversableOnce.scala:300) > at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toArray(TraversableOnce.scala:287) > at scala.collection.AbstractIterator.toArray(Iterator.scala:1194) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformChildren(TreeNode.scala:305) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$4$$anonfun$apply$9.apply(TreeNode.scala:294) > at > scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:245) > at > scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:245) > at > scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59) > at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:48) > at scala.collection.TraversableLike$class.map(TraversableLike.scala:245) > at scala.collection.AbstractTraversable.map(Traversable.scala:104) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$4.apply(TreeNode.scala:292) > at scala.collection.Iterator$$anon$11.next(Iterator.scala:370) > at scala.collection.Iterator$class.foreach(Iterator.scala:742) > at scala.collection.AbstractIterator.foreach(Iterator.scala:1194) > at scala.collection.generic.Growable$class.$plus$plus$eq(Growable.scala:59) > at > scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:104) > at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:48) > at scala.collection.TraversableOnce$class.to(TraversableOnce.scala:308) > at scala.collection.AbstractIterator.to(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toBuffer(TraversableOnce.scala:300) > at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toArray(TraversableOnce.scala:287) > at scala.collection.AbstractIterator.toArray(Iterator.scala:1194) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformChildren(TreeNode.scala:305) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$transformDown$1.apply(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$4.apply(TreeNode.scala:265) > at scala.collection.Iterator$$anon$11.next(Iterator.scala:370) > at scala.collection.Iterator$class.foreach(Iterator.scala:742) > at scala.collection.AbstractIterator.foreach(Iterator.scala:1194) > at scala.collection.generic.Growable$class.$plus$plus$eq(Growable.scala:59) > at > scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:104) > at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:48) > at scala.collection.TraversableOnce$class.to(TraversableOnce.scala:308) > at scala.collection.AbstractIterator.to(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toBuffer(TraversableOnce.scala:300) > at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toArray(TraversableOnce.scala:287) > at scala.collection.AbstractIterator.toArray(Iterator.scala:1194) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformChildren(TreeNode.scala:305) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:248) > at > org.apache.spark.sql.catalyst.plans.QueryPlan.transformExpressionDown$1(QueryPlan.scala:75) > at org.apache.spark.sql.catalyst.plans.QueryPlan.org > $apache$spark$sql$catalyst$plans$QueryPlan$$recursiveTransform$1(QueryPlan.scala:85) > at > org.apache.spark.sql.catalyst.plans.QueryPlan$$anonfun$org$apache$spark$sql$catalyst$plans$QueryPlan$$recursiveTransform$1$1.apply(QueryPlan.scala:89) > at > scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:245) > at > scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:245) > at scala.collection.immutable.List.foreach(List.scala:381) > at scala.collection.TraversableLike$class.map(TraversableLike.scala:245) > at scala.collection.immutable.List.map(List.scala:285) > at org.apache.spark.sql.catalyst.plans.QueryPlan.org > $apache$spark$sql$catalyst$plans$QueryPlan$$recursiveTransform$1(QueryPlan.scala:89) > at > org.apache.spark.sql.catalyst.plans.QueryPlan$$anonfun$1.apply(QueryPlan.scala:93) > at scala.collection.Iterator$$anon$11.next(Iterator.scala:370) > at scala.collection.Iterator$class.foreach(Iterator.scala:742) > at scala.collection.AbstractIterator.foreach(Iterator.scala:1194) > at scala.collection.generic.Growable$class.$plus$plus$eq(Growable.scala:59) > at > scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:104) > at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:48) > at scala.collection.TraversableOnce$class.to(TraversableOnce.scala:308) > at scala.collection.AbstractIterator.to(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toBuffer(TraversableOnce.scala:300) > at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1194) > at > scala.collection.TraversableOnce$class.toArray(TraversableOnce.scala:287) > at scala.collection.AbstractIterator.toArray(Iterator.scala:1194) > at > org.apache.spark.sql.catalyst.plans.QueryPlan.transformExpressionsDown(QueryPlan.scala:93) > at > org.apache.spark.sql.catalyst.plans.QueryPlan.transformExpressions(QueryPlan.scala:64) > at > org.apache.spark.sql.catalyst.plans.QueryPlan$$anonfun$transformAllExpressions$1.applyOrElse(QueryPlan.scala:134) > at > org.apache.spark.sql.catalyst.plans.QueryPlan$$anonfun$transformAllExpressions$1.applyOrElse(QueryPlan.scala:133) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$3.apply(TreeNode.scala:243) > at > org.apache.spark.sql.catalyst.trees.TreeNode$$anonfun$3.apply(TreeNode.scala:243) > at > org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:53) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:242) > at > org.apache.spark.sql.catalyst.trees.TreeNode.transform(TreeNode.scala:233) > at > org.apache.spark.sql.catalyst.plans.QueryPlan.transformAllExpressions(QueryPlan.scala:133) > at > org.apache.spark.sql.catalyst.analysis.ResolveUpCast$.apply(Analyzer.scala:1211) > at > org.apache.spark.sql.catalyst.analysis.ResolveUpCast$.apply(Analyzer.scala:1195) > at > org.apache.spark.sql.catalyst.rules.RuleExecutor$$anonfun$execute$1$$anonfun$apply$1.apply(RuleExecutor.scala:83) > at > org.apache.spark.sql.catalyst.rules.RuleExecutor$$anonfun$execute$1$$anonfun$apply$1.apply(RuleExecutor.scala:80) > at > scala.collection.LinearSeqOptimized$class.foldLeft(LinearSeqOptimized.scala:124) > at scala.collection.immutable.List.foldLeft(List.scala:84) > at > org.apache.spark.sql.catalyst.rules.RuleExecutor$$anonfun$execute$1.apply(RuleExecutor.scala:80) > at > org.apache.spark.sql.catalyst.rules.RuleExecutor$$anonfun$execute$1.apply(RuleExecutor.scala:72) > at scala.collection.immutable.List.foreach(List.scala:381) > at > org.apache.spark.sql.catalyst.rules.RuleExecutor.execute(RuleExecutor.scala:72) > at > org.apache.spark.sql.catalyst.encoders.ExpressionEncoder.resolve(ExpressionEncoder.scala:253) > at org.apache.spark.sql.Dataset.<init>(Dataset.scala:78) > at org.apache.spark.sql.GroupedDataset.aggUntyped(GroupedDataset.scala:240) > at org.apache.spark.sql.GroupedDataset.agg(GroupedDataset.scala:253) > at ArrayExample$.main(ArrayExample.scala:22) > at ArrayExample.main(ArrayExample.scala) > at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) > at > sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) > at > sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) > at java.lang.reflect.Method.invoke(Method.java:497) > at > org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:731) > at org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:181) > at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:206) > at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:121) > at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala) > > > >