spark-instrumented-optimizer/sql/core
yi.wu 0c9196e549 [SPARK-32238][SQL] Use Utils.getSimpleName to avoid hitting Malformed class name in ScalaUDF
### What changes were proposed in this pull request?

This PR proposes to use `Utils.getSimpleName(function)` instead of `function.getClass.getSimpleName` to get the class name.

### Why are the changes needed?

For some functions(see the demo below),  using `function.getClass.getSimpleName` can hit "Malformed class name" error.

### Does this PR introduce _any_ user-facing change?

Yes.  For the demo,

```scala
 object MalformedClassObject extends Serializable {
    class MalformedNonPrimitiveFunction extends (String => Int) with Serializable {
      override def apply(v1: String): Int = v1.toInt / 0
    }
  }
 OuterScopes.addOuterScope(MalformedClassObject)
 val f = new MalformedClassObject.MalformedNonPrimitiveFunction()
 Seq("20").toDF("col").select(udf(f).apply(Column("col"))).collect()
```

Before this PR, user can only see the error about "Malformed class name":

```scala
An exception or error caused a run to abort: Malformed class name
java.lang.InternalError: Malformed class name
	at java.lang.Class.getSimpleName(Class.java:1330)
	at org.apache.spark.sql.catalyst.expressions.ScalaUDF.udfErrorMessage$lzycompute(ScalaUDF.scala:1157)
	at org.apache.spark.sql.catalyst.expressions.ScalaUDF.udfErrorMessage(ScalaUDF.scala:1155)
	at org.apache.spark.sql.catalyst.expressions.ScalaUDF.doGenCode(ScalaUDF.scala:1077)
	at org.apache.spark.sql.catalyst.expressions.Expression.$anonfun$genCode$3(Expression.scala:147)
	at scala.Option.getOrElse(Option.scala:189)
	at org.apache.spark.sql.catalyst.expressions.Expression.genCode(Expression.scala:142)
	at org.apache.spark.sql.catalyst.expressions.Alias.genCode(namedExpressions.scala:160)
	at org.apache.spark.sql.execution.ProjectExec.$anonfun$doConsume$1(basicPhysicalOperators.scala:69)
        ...
```

After this PR, user can see the real root cause of the udf failure:

```scala
org.apache.spark.SparkException: Failed to execute user defined function(UDFSuite$MalformedClassObject$MalformedNonPrimitiveFunction: (string) => int)
	at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.processNext(Unknown Source)
	at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
	at org.apache.spark.sql.execution.WholeStageCodegenExec$$anon$1.hasNext(WholeStageCodegenExec.scala:753)
	at org.apache.spark.sql.execution.SparkPlan.$anonfun$getByteArrayRdd$1(SparkPlan.scala:340)
	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2(RDD.scala:898)
	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2$adapted(RDD.scala:898)
	at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
	at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:373)
	at org.apache.spark.rdd.RDD.iterator(RDD.scala:337)
	at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:90)
	at org.apache.spark.scheduler.Task.run(Task.scala:127)
	at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:464)
	at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1377)
	at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:467)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
	at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ArithmeticException: / by zero
	at org.apache.spark.sql.UDFSuite$MalformedClassObject$MalformedNonPrimitiveFunction.apply(UDFSuite.scala:677)
	at org.apache.spark.sql.UDFSuite$MalformedClassObject$MalformedNonPrimitiveFunction.apply(UDFSuite.scala:676)
	... 17 more

```
### How was this patch tested?

Added a test.

Closes #29050 from Ngone51/fix-malformed-udf.

Authored-by: yi.wu <yi.wu@databricks.com>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
2020-07-11 06:27:56 -07:00
..
benchmarks [SPARK-32130][SQL][FOLLOWUP] Enable timestamps inference in JsonBenchmark 2020-07-02 13:26:57 -07:00
src [SPARK-32238][SQL] Use Utils.getSimpleName to avoid hitting Malformed class name in ScalaUDF 2020-07-11 06:27:56 -07:00
v1.2/src [SPARK-31818][SQL] Fix pushing down filters with java.time.Instant values in ORC 2020-05-25 18:36:02 -07:00
v2.3/src [SPARK-31818][SQL] Fix pushing down filters with java.time.Instant values in ORC 2020-05-25 18:36:02 -07:00
pom.xml [SPARK-31336][SQL] Support Oracle Kerberos login in JDBC connector 2020-06-30 10:30:22 -07:00