Hisoka-X opened a new pull request, #41517:
URL: https://github.com/apache/spark/pull/41517

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   ### What changes were proposed in this pull request?
   When we use spark shell to submit job like this:
   ```scala
   $ spark-shell --conf spark.driver.memory=1g
   
   val df = spark.range(5000000).withColumn("str", 
lit("abcdabcdabcdabcdabasgasdfsadfasdfasdfasfasfsadfasdfsadfasdf"))
   val df2 = spark.range(10).join(broadcast(df), Seq("id"), "left_outer")
   
   df2.collect
   ```
   This will cause the driver to hang indefinitely.
   When we disable AQE, the `java.lang.OutOfMemoryError` will be throws.
   
   After I check the code, the reason are wrong way to use 
`Throwable::initCause`. It happened when OOM be throw on 
https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/exchange/BroadcastExchangeExec.scala#L184
 . Then 
https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala#L2401
 will be executed. 
   It use `new SparkException(..., case=oe).initCause(oe.getCause)`. 
   The doc in `Throwable::initCause` say
   ```
   This method can be called at most once. It is generally called from within 
the constructor,
   or immediately after creating the throwable. If this throwable was created 
with Throwable(Throwable)
   or Throwable(String, Throwable), this method cannot be called even once.
   ```
   So when we call it, the `IllegalStateException` will be throw. Finally, the 
`promise.tryFailure(ex)` never be called. The driver will be blocked.
   
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   ### Why are the changes needed?
   Fix the OOM never be reported bug
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   ### Does this PR introduce _any_ user-facing change?
   No
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   ### How was this patch tested?
   Add new test
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