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  1. Hive
  2. HIVE-16958

Setting hive.merge.sparkfiles=true will retrun an error when generating parquet databases

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Details

    • Bug
    • Status: Closed
    • Major
    • Resolution: Fixed
    • 2.2.0, 2.3.0
    • 3.0.0
    • None
    • None
    • centos7 hadoop2.7.3 spark2.0.0

    Description

      The process will return
      Job failed with java.lang.NullPointerException
      FAILED: Execution Error, return code 3 from org.apache.hadoop.hive.ql.exec.spark.SparkTask. java.util.concurrent.ExecutionException: Exception thrown by job
      at org.apache.spark.JavaFutureActionWrapper.getImpl(FutureAction.scala:272)
      at org.apache.spark.JavaFutureActionWrapper.get(FutureAction.scala:277)
      at org.apache.hive.spark.client.RemoteDriver$JobWrapper.call(RemoteDriver.java:362)
      at org.apache.hive.spark.client.RemoteDriver$JobWrapper.call(RemoteDriver.java:323)
      at java.util.concurrent.FutureTask.run(FutureTask.java:266)
      at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
      at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
      at java.lang.Thread.run(Thread.java:745)
      Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 1 in stage 1.0 failed 4 times, most recent failure: Lost task 1.3 in stage 1.0 (TID 31, bdpe822n1): java.io.IOException: java.lang.reflect.InvocationTargetException
      at org.apache.hadoop.hive.io.HiveIOExceptionHandlerChain.handleRecordReaderCreationException(HiveIOExceptionHandlerChain.java:97)
      at org.apache.hadoop.hive.io.HiveIOExceptionHandlerUtil.handleRecordReaderCreationException(HiveIOExceptionHandlerUtil.java:57)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.initNextRecordReader(HadoopShimsSecure.java:271)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.<init>(HadoopShimsSecure.java:217)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileInputFormatShim.getRecordReader(HadoopShimsSecure.java:345)
      at org.apache.hadoop.hive.ql.io.CombineHiveInputFormat.getRecordReader(CombineHiveInputFormat.java:695)
      at org.apache.spark.rdd.HadoopRDD$$anon$1.<init>(HadoopRDD.scala:246)
      at org.apache.spark.rdd.HadoopRDD.compute(HadoopRDD.scala:209)
      at org.apache.spark.rdd.HadoopRDD.compute(HadoopRDD.scala:102)
      at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
      at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
      at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
      at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:70)
      at org.apache.spark.scheduler.Task.run(Task.scala:85)
      at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:274)
      at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
      at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
      at java.lang.Thread.run(Thread.java:745)
      Caused by: java.lang.reflect.InvocationTargetException
      at sun.reflect.GeneratedConstructorAccessor26.newInstance(Unknown Source)
      at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
      at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.initNextRecordReader(HadoopShimsSecure.java:257)
      ... 17 more
      Caused by: java.lang.NullPointerException
      at java.util.AbstractCollection.addAll(AbstractCollection.java:343)
      at org.apache.hadoop.hive.ql.io.parquet.ProjectionPusher.pushProjectionsAndFilters(ProjectionPusher.java:118)
      at org.apache.hadoop.hive.ql.io.parquet.ProjectionPusher.pushProjectionsAndFilters(ProjectionPusher.java:189)
      at org.apache.hadoop.hive.ql.io.parquet.ParquetRecordReaderBase.getSplit(ParquetRecordReaderBase.java:84)
      at org.apache.hadoop.hive.ql.io.parquet.read.ParquetRecordReaderWrapper.<init>(ParquetRecordReaderWrapper.java:74)
      at org.apache.hadoop.hive.ql.io.parquet.read.ParquetRecordReaderWrapper.<init>(ParquetRecordReaderWrapper.java:59)
      at org.apache.hadoop.hive.ql.io.parquet.MapredParquetInputFormat.getRecordReader(MapredParquetInputFormat.java:75)
      at org.apache.hadoop.hive.ql.io.CombineHiveRecordReader.<init>(CombineHiveRecordReader.java:99)
      ... 21 more

      Driver stacktrace:
      at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1450)
      at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1438)
      at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1437)
      at scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59)
      at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:48)
      at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1437)
      at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:811)
      at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:811)
      at scala.Option.foreach(Option.scala:257)
      at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:811)
      at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1659)
      at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1618)
      at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1607)
      at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)
      Caused by: java.io.IOException: java.lang.reflect.InvocationTargetException
      at org.apache.hadoop.hive.io.HiveIOExceptionHandlerChain.handleRecordReaderCreationException(HiveIOExceptionHandlerChain.java:97)
      at org.apache.hadoop.hive.io.HiveIOExceptionHandlerUtil.handleRecordReaderCreationException(HiveIOExceptionHandlerUtil.java:57)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.initNextRecordReader(HadoopShimsSecure.java:271)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.<init>(HadoopShimsSecure.java:217)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileInputFormatShim.getRecordReader(HadoopShimsSecure.java:345)
      at org.apache.hadoop.hive.ql.io.CombineHiveInputFormat.getRecordReader(CombineHiveInputFormat.java:695)
      at org.apache.spark.rdd.HadoopRDD$$anon$1.<init>(HadoopRDD.scala:246)
      at org.apache.spark.rdd.HadoopRDD.compute(HadoopRDD.scala:209)
      at org.apache.spark.rdd.HadoopRDD.compute(HadoopRDD.scala:102)
      at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
      at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
      at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:319)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:283)
      at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:70)
      at org.apache.spark.scheduler.Task.run(Task.scala:85)
      at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:274)
      at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
      at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
      at java.lang.Thread.run(Thread.java:745)
      Caused by: java.lang.reflect.InvocationTargetException
      at sun.reflect.GeneratedConstructorAccessor26.newInstance(Unknown Source)
      at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
      at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
      at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.initNextRecordReader(HadoopShimsSecure.java:257)
      ... 17 more
      Caused by: java.lang.NullPointerException
      at java.util.AbstractCollection.addAll(AbstractCollection.java:343)
      at org.apache.hadoop.hive.ql.io.parquet.ProjectionPusher.pushProjectionsAndFilters(ProjectionPusher.java:118)
      at org.apache.hadoop.hive.ql.io.parquet.ProjectionPusher.pushProjectionsAndFilters(ProjectionPusher.java:189)
      at org.apache.hadoop.hive.ql.io.parquet.ParquetRecordReaderBase.getSplit(ParquetRecordReaderBase.java:84)
      at org.apache.hadoop.hive.ql.io.parquet.read.ParquetRecordReaderWrapper.<init>(ParquetRecordReaderWrapper.java:74)
      at org.apache.hadoop.hive.ql.io.parquet.read.ParquetRecordReaderWrapper.<init>(ParquetRecordReaderWrapper.java:59)
      at org.apache.hadoop.hive.ql.io.parquet.MapredParquetInputFormat.getRecordReader(MapredParquetInputFormat.java:75)
      at org.apache.hadoop.hive.ql.io.CombineHiveRecordReader.<init>(CombineHiveRecordReader.java:99)
      ... 21 more

      when generating data for a database stored as parquet by setting hive.merge.sparkfiles=true. The detailed log and error messages can be seen at attach files.
      The enviroment I use was hadoop2.7.3 hive release-2.3.0-rc0 spark2.0.0.
      SQL file is showed below:
      CREATE DATABASE IF NOT EXISTS sale;
      use sale;

      CREATE EXTERNAL TABLE IF NOT EXISTS sale_record_temporary
      ( record_id DECIMAL(23,0)
      , product_name STRING
      , amount DECIMAL(6,0)
      , prize DECIMAL(11,0)
      , customer_name STRING
      , doc_date TIMESTAMP
      , due_date TIMESTAMP
      )
      ROW FORMAT DELIMITED FIELDS TERMINATED BY '|'
      STORED AS TEXTFILE LOCATION '/user/hive/warehouse/sale.db/sale_record_temporary'
      ;

      DROP TABLE IF EXISTS sale_record;
      CREATE TABLE sale_record
      ( record_id DECIMAL(23,0), product_name STRING, amount DECIMAL(6,0), prize DECIMAL(11,0), customer_name STRING, due_date TIMESTAMP) partitioned by (doc_date TIMESTAMP)
      STORED AS parquet;
      insert overwrite table sale_record PARTITION(doc_date) select record_id,product_name,amount,prize,customer_name,due_date,doc_date from sale_record_temporary;
      External data has aleady been put in hdfs path: '/user/hive/warehouse/sale.db/sale_record_temporary'

      Attachments

        1. HIVE-16958.patch
          0.8 kB
          liyunzhang
        2. hive-site.xml
          2 kB
          Liu Chunxiao
        3. Main.java
          1 kB
          Liu Chunxiao
        4. parquet-hivemergesparkfiles.txt
          8 kB
          Liu Chunxiao
        5. pom.xml
          0.8 kB
          Liu Chunxiao
        6. RowGenerator.java
          2 kB
          Liu Chunxiao
        7. sale.sql
          0.9 kB
          Liu Chunxiao

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            kellyzly liyunzhang Assign to me
            Liu765940375 Liu Chunxiao
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            Dates

              Created:
              Updated:
              Resolved:

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