Re: Best practices on how to multiple spark sessions

2018-09-17 Thread Venkat Ramakrishnan
Umesh, I found the following write-up dealing with architecture and memory considerations elaborately. There are updates on memory, but it would be a good start for you: https://0x0fff.com/spark-architecture/ Any additional source(s) of info. are welcome from others too. - Venkat. On Sun, Sep

Best practices on how to multiple spark sessions

2018-09-16 Thread unk1102
Hi I have application which servers as ETL job and I have hundreds of such ETL jobs which runs daily now as of now I have just one spark session which is shared by all these jobs and sometimes all of these jobs run at the same time causing spark session to die due memory issues mostly. Is this a