Github user JoshRosen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/6810#discussion_r32984080
  
    --- Diff: 
sql/core/src/test/scala/org/apache/spark/sql/execution/AggregateSuite.scala ---
    @@ -0,0 +1,43 @@
    +/*
    + * Licensed to the Apache Software Foundation (ASF) under one or more
    + * contributor license agreements.  See the NOTICE file distributed with
    + * this work for additional information regarding copyright ownership.
    + * The ASF licenses this file to You under the Apache License, Version 2.0
    + * (the "License"); you may not use this file except in compliance with
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    + *
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    + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    + * See the License for the specific language governing permissions and
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    + */
    +
    +package org.apache.spark.sql.execution
    +
    +import org.apache.spark.SparkEnv
    +import org.apache.spark.sql.catalyst.expressions._
    +import org.apache.spark.sql.test.TestSQLContext
    +import org.apache.spark.sql.types.DataTypes._
    +
    +class AggregateSuite extends SparkPlanTest {
    +
    +  test("SPARK-8357 Memory leakage on unsafe aggregation path with empty 
input") {
    +
    +    val df = Seq.empty[(String, Int, Double)].toDF("a", "b", "c")
    +
    +    val groupExpr = df.col("b").expr
    +    val aggrExpr = Alias(Count(Cast(groupExpr, LongType)), "Count")()
    +
    +    SparkEnv.get.conf.set("spark.unsafe.exceptionOnMemoryLeak", "true")
    +    for (codegen <- Seq(false, true); partial <- Seq(false, true); unsafe 
<- Seq(false, true)) {
    --- End diff --
    
    Actually, some of these cross-product options don't make sense: if codegen 
is off, then the planner won't use GeneratedAggregate.  I think that we should 
change this test to store the old configuration values, then enable unsafe, run 
the regression test, then switch back to the old value.  We should use a 
try-finally block to ensure that the reset of the settings is done properly.


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