Re: Total memory tracking: request for comments

2017-09-20 Thread Reynold Xin
Thanks. This is an important direction to explore and my apologies for the late reply. One thing that is really hard about this is that with different layers of abstractions, we often use other libraries that might allocate large amount of memory (e.g. snappy library, Parquet itself), which makes

Total memory tracking: request for comments

2017-06-20 Thread Jose Soltren
https://issues.apache.org/jira/browse/SPARK-21157 Hi - often times, Spark applications are killed for overrunning available memory by YARN, Mesos, or the OS. In SPARK-21157, I propose a design for grabbing and reporting "total memory" usage for Spark executors - that is, memory usage as visible fr