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https://issues.apache.org/jira/browse/SPARK-31281?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Hyukjin Kwon resolved SPARK-31281.
----------------------------------
    Resolution: Invalid

> Hit OOM Error - GC Limit
> ------------------------
>
>                 Key: SPARK-31281
>                 URL: https://issues.apache.org/jira/browse/SPARK-31281
>             Project: Spark
>          Issue Type: Question
>          Components: Java API
>    Affects Versions: 2.4.4
>            Reporter: HongJin
>            Priority: Critical
>
> MemoryStore is 2.6GB
> conf = new SparkConf().setAppName("test")
>  //.set("spark.sql.codegen.wholeStage", "false")
>  .set("spark.driver.host", "localhost")
>  .set("spark.driver.memory", "4g")
>  .set("spark.executor.cores","1")
>  .set("spark.num.executors","1")
>  .set("spark.executor.memory", "4g")
>  .set("spark.executor.memoryOverhead", "400m")
>  .set("spark.dynamicAllocation.enabled", "true")
>  .set("spark.dynamicAllocation.minExecutors","1")
>  .set("spark.dynamicAllocation.maxExecutors","2")
>  .set("spark.ui.enabled","true") //enable spark UI
>  .set("spark.sql.shuffle.partitions",defaultPartitions)
>  .setMaster("local[2]")
>  sparkSession = SparkSession.builder.config(conf).getOrCreate()
>  
> val df = SparkFactory.sparkSession.sqlContext
>  .read
>  .option("header", "true")
>  .option("delimiter", delimiter)
>  .csv(textFileLocation)
>  
> joinedDf = upperCaseLeft.as("l")
>  .join(upperCaseRight.as("r"), caseTransformedKeys, "full_outer")
>  .select(compositeKeysCol ::: nonKeyCols.map(col => 
> mapHelper(col,toleranceValue,caseSensitive)): _*)
>  
> data = joinedDf.take(maxRecords)
>  
>  
>  
>  



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