Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-37779

Make ColumnarToRowExec plan canonicalizable after (de)serialization

    XMLWordPrintableJSON

Details

    • Bug
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • 3.0.3, 3.1.2, 3.2.0, 3.3.0
    • 3.2.1, 3.3.0
    • SQL

    Description

      SPARK-23731 fixed the plans to be serializable by leveraging lazy but SPARK-28213 introduced new code path that calls the lazy val which triggers null point exception in https://github.com/apache/spark/blob/77b164aac9764049a4820064421ef82ec0bc14fb/sql/core/src/main/scala/org/apache/spark/sql/execution/Columnar.scala#L68

      This can fail during canonicalization during, for example, eliminating sub common expressions:

      java.lang.NullPointerException
          at org.apache.spark.sql.execution.FileSourceScanExec.supportsColumnar$lzycompute(DataSourceScanExec.scala:280)
          at org.apache.spark.sql.execution.FileSourceScanExec.supportsColumnar(DataSourceScanExec.scala:279)
          at org.apache.spark.sql.execution.InputAdapter.supportsColumnar(WholeStageCodegenExec.scala:509)
          at org.apache.spark.sql.execution.ColumnarToRowExec.<init>(Columnar.scala:67)
          ...
          at org.apache.spark.sql.catalyst.plans.QueryPlan.canonicalized$lzycompute(QueryPlan.scala:581)
          at org.apache.spark.sql.catalyst.plans.QueryPlan.canonicalized(QueryPlan.scala:580)
          at org.apache.spark.sql.execution.ScalarSubquery.canonicalized$lzycompute(subquery.scala:110)
          ...
          at org.apache.spark.sql.catalyst.expressions.ExpressionEquals.hashCode(EquivalentExpressions.scala:275)
          ...
          at scala.collection.mutable.HashTable.findEntry$(HashTable.scala:135)
          at scala.collection.mutable.HashMap.findEntry(HashMap.scala:44)
          at scala.collection.mutable.HashMap.get(HashMap.scala:74)
          at org.apache.spark.sql.catalyst.expressions.EquivalentExpressions.addExpr(EquivalentExpressions.scala:46)
          at org.apache.spark.sql.catalyst.expressions.EquivalentExpressions.addExprTreeHelper$1(EquivalentExpressions.scala:147)
          at org.apache.spark.sql.catalyst.expressions.EquivalentExpressions.addExprTree(EquivalentExpressions.scala:170)
          at org.apache.spark.sql.catalyst.expressions.SubExprEvaluationRuntime.$anonfun$proxyExpressions$1(SubExprEvaluationRuntime.scala:89)
          at org.apache.spark.sql.catalyst.expressions.SubExprEvaluationRuntime.$anonfun$proxyExpressions$1$adapted(SubExprEvaluationRuntime.scala:89)
          at scala.collection.immutable.List.foreach(List.scala:392)
      

      Attachments

        Activity

          People

            gurwls223 Hyukjin Kwon
            gurwls223 Hyukjin Kwon
            Votes:
            0 Vote for this issue
            Watchers:
            1 Start watching this issue

            Dates

              Created:
              Updated:
              Resolved: