Github user zjffdu commented on the issue: https://github.com/apache/zeppelin/pull/1503 That's should be fine to use HashMap for SparkR and PySpark, as their scheduler is FIFOScheduler which only one thread will access the map at one time. But it would be better to use `ConcurrentHashMap` in case we share sparkContext across all the interpreters.
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