Description
The following test case added in ParquetPartitionDiscoverySuite can be used to reproduce this issue:
test("read partitioned table - merging compatible schemas") { withTempDir { base => makeParquetFile( (1 to 10).map(i => Tuple1(i)).toDF("intField"), makePartitionDir(base, defaultPartitionName, "pi" -> 1)) makeParquetFile( (1 to 10).map(i => (i, i.toString)).toDF("intField", "stringField"), makePartitionDir(base, defaultPartitionName, "pi" -> 2)) load(base.getCanonicalPath, "org.apache.spark.sql.parquet").registerTempTable("t") withTempTable("t") { checkAnswer( sql("SELECT * FROM t"), (1 to 10).map(i => Row(i, null, 1)) ++ (1 to 10).map(i => Row(i, i.toString, 2))) } } }
Exception thrown:
[info] java.lang.RuntimeException: could not merge metadata: key org.apache.spark.sql.parquet.row.metadata has conflicting values: [{"type":"struct","fields":[{"name":"intField","type":"integer","nullable":false,"metadata":{}},{"name":"stringField","type":"string","nullable":true,"metadata":{}}]}, {"type":"struct","fields":[{"name":"intField","type":"integer","nullable":false,"metadata":{}}]}] [info] at parquet.hadoop.api.InitContext.getMergedKeyValueMetaData(InitContext.java:67) [info] at parquet.hadoop.api.ReadSupport.init(ReadSupport.java:84) [info] at org.apache.spark.sql.parquet.FilteringParquetRowInputFormat.getSplits(ParquetTableOperations.scala:484) [info] at parquet.hadoop.ParquetInputFormat.getSplits(ParquetInputFormat.java:245) [info] at org.apache.spark.sql.parquet.ParquetRelation2$$anon$1.getPartitions(newParquet.scala:461) [info] at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:219) [info] at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:217) [info] at scala.Option.getOrElse(Option.scala:120) [info] at org.apache.spark.rdd.RDD.partitions(RDD.scala:217) [info] at org.apache.spark.rdd.NewHadoopRDD$NewHadoopMapPartitionsWithSplitRDD.getPartitions(NewHadoopRDD.scala:239) [info] at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:219) [info] at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:217) [info] at scala.Option.getOrElse(Option.scala:120) [info] at org.apache.spark.rdd.RDD.partitions(RDD.scala:217) [info] at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:32) [info] at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:219) [info] at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:217) [info] at scala.Option.getOrElse(Option.scala:120) [info] at org.apache.spark.rdd.RDD.partitions(RDD.scala:217) [info] at org.apache.spark.SparkContext.runJob(SparkContext.scala:1518) [info] at org.apache.spark.rdd.RDD.collect(RDD.scala:813) [info] at org.apache.spark.sql.execution.SparkPlan.executeCollect(SparkPlan.scala:83) [info] at org.apache.spark.sql.DataFrame.collect(DataFrame.scala:790) [info] at org.apache.spark.sql.QueryTest$.checkAnswer(QueryTest.scala:115) [info] at org.apache.spark.sql.QueryTest.checkAnswer(QueryTest.scala:60) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite$$anonfun$8$$anonfun$apply$mcV$sp$18$$anonfun$apply$8.apply$mcV$sp(ParquetPartitionDiscoverySuite.scala:337) [info] at org.apache.spark.sql.parquet.ParquetTest$class.withTempTable(ParquetTest.scala:112) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite.withTempTable(ParquetPartitionDiscoverySuite.scala:35) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite$$anonfun$8$$anonfun$apply$mcV$sp$18.apply(ParquetPartitionDiscoverySuite.scala:336) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite$$anonfun$8$$anonfun$apply$mcV$sp$18.apply(ParquetPartitionDiscoverySuite.scala:325) [info] at org.apache.spark.sql.parquet.ParquetTest$class.withTempDir(ParquetTest.scala:82) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite.withTempDir(ParquetPartitionDiscoverySuite.scala:35) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite$$anonfun$8.apply$mcV$sp(ParquetPartitionDiscoverySuite.scala:325) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite$$anonfun$8.apply(ParquetPartitionDiscoverySuite.scala:325) [info] at org.apache.spark.sql.parquet.ParquetPartitionDiscoverySuite$$anonfun$8.apply(ParquetPartitionDiscoverySuite.scala:325) [info] at org.scalatest.Transformer$$anonfun$apply$1.apply$mcV$sp(Transformer.scala:22) [info] at org.scalatest.OutcomeOf$class.outcomeOf(OutcomeOf.scala:85) [info] at org.scalatest.OutcomeOf$.outcomeOf(OutcomeOf.scala:104) [info] at org.scalatest.Transformer.apply(Transformer.scala:22) [info] at org.scalatest.Transformer.apply(Transformer.scala:20) [info] at org.scalatest.FunSuiteLike$$anon$1.apply(FunSuiteLike.scala:166) [info] at org.scalatest.Suite$class.withFixture(Suite.scala:1122) [info] at org.scalatest.FunSuite.withFixture(FunSuite.scala:1555) [info] at org.scalatest.FunSuiteLike$class.invokeWithFixture$1(FunSuiteLike.scala:163) [info] at org.scalatest.FunSuiteLike$$anonfun$runTest$1.apply(FunSuiteLike.scala:175) [info] at org.scalatest.FunSuiteLike$$anonfun$runTest$1.apply(FunSuiteLike.scala:175) [info] at org.scalatest.SuperEngine.runTestImpl(Engine.scala:306) [info] at org.scalatest.FunSuiteLike$class.runTest(FunSuiteLike.scala:175) [info] at org.scalatest.FunSuite.runTest(FunSuite.scala:1555) [info] at org.scalatest.FunSuiteLike$$anonfun$runTests$1.apply(FunSuiteLike.scala:208) [info] at org.scalatest.FunSuiteLike$$anonfun$runTests$1.apply(FunSuiteLike.scala:208) [info] at org.scalatest.SuperEngine$$anonfun$traverseSubNodes$1$1.apply(Engine.scala:413) [info] at org.scalatest.SuperEngine$$anonfun$traverseSubNodes$1$1.apply(Engine.scala:401) [info] at scala.collection.immutable.List.foreach(List.scala:318) [info] at org.scalatest.SuperEngine.traverseSubNodes$1(Engine.scala:401) [info] at org.scalatest.SuperEngine.org$scalatest$SuperEngine$$runTestsInBranch(Engine.scala:396) [info] at org.scalatest.SuperEngine.runTestsImpl(Engine.scala:483) [info] at org.scalatest.FunSuiteLike$class.runTests(FunSuiteLike.scala:208) [info] at org.scalatest.FunSuite.runTests(FunSuite.scala:1555) [info] at org.scalatest.Suite$class.run(Suite.scala:1424) [info] at org.scalatest.FunSuite.org$scalatest$FunSuiteLike$$super$run(FunSuite.scala:1555) [info] at org.scalatest.FunSuiteLike$$anonfun$run$1.apply(FunSuiteLike.scala:212) [info] at org.scalatest.FunSuiteLike$$anonfun$run$1.apply(FunSuiteLike.scala:212) [info] at org.scalatest.SuperEngine.runImpl(Engine.scala:545) [info] at org.scalatest.FunSuiteLike$class.run(FunSuiteLike.scala:212) [info] at org.scalatest.FunSuite.run(FunSuite.scala:1555) [info] at org.scalatest.tools.Framework.org$scalatest$tools$Framework$$runSuite(Framework.scala:462) [info] at org.scalatest.tools.Framework$ScalaTestTask.execute(Framework.scala:671) [info] at sbt.ForkMain$Run$2.call(ForkMain.java:294) [info] at sbt.ForkMain$Run$2.call(ForkMain.java:284) [info] at java.util.concurrent.FutureTask.run(FutureTask.java:266) [info] at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [info] at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [info] at java.lang.Thread.run(Thread.java:745) (QueryTest.scala:61)