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SynchronousQueue cannot cache any task. This issue is similar to SPARK-11999. It's an easy fix. Just use the fixed ThreadUtils.newDaemonCachedThreadPool.
[Github] Pull Request #10108 (zsxwing)
[Github] Pull Request #10135 (zsxwing)