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Posted to issues@spark.apache.org by "Kostas papageorgopoulos (JIRA)" <ji...@apache.org> on 2015/11/12 18:07:10 UTC
[jira] [Created] (SPARK-11700) Possible memory leak at SparkContext
jobProgressListener stageIdToData map
Kostas papageorgopoulos created SPARK-11700:
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Summary: Possible memory leak at SparkContext jobProgressListener stageIdToData map
Key: SPARK-11700
URL: https://issues.apache.org/jira/browse/SPARK-11700
Project: Spark
Issue Type: Question
Components: Spark Core, SQL
Affects Versions: 1.5.1, 1.5.0, 1.5.2
Environment: Ubuntu 14.04 LTS, Oracle JDK 1.8.51 Apache tomcat 8.0.28. Spring 4
Reporter: Kostas papageorgopoulos
Priority: Minor
I have created a java webapp trying to abstractly Run some Spark Sql jobs that read data from HDFS (join them) and Write them To ElasticSearch using ES hadoop connector. After a Lot of consecutive runs i noticed that my heap space was full so i got an out of heap space error.
At the attached file {code} AbstractSparkJobRunner {code} the {code} public final void run(T jobConfiguration, ExecutionLog executionLog) throws Exception {code} runs each time an Spark Sql Job is triggered. So tried to reuse the same SparkContext for a number of consecutive runs. If some rules apply i try to clean up the SparkContext by first calling {code} killSparkAndSqlContext {code}. This code eventually runs {code} synchronized (sparkContextThreadLock) {
if (javaSparkContext != null) {
LOGGER.info("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! CLEARING SPARK CONTEXT!!!!!!!!!!!!!!!!!!!!!!!!!!!");
javaSparkContext.stop();
javaSparkContext = null;
sqlContext = null;
System.gc();
}
numberOfRunningJobsForSparkContext.getAndSet(0);
}
{code}.
So at some point in time i suppose that if no other SparkSql job should run i should kill the sparkContext and this should be garbage collected from garbage collector. However this is not the case, Even if in my debugger see attached picture {code} SparkContextPossibleMemoryLeakIDEA_DEBUG.png {code}
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