Thank you for grateful
I know I can start spark-shell by launching the shell itself
spark-shell 

Now I know that in standalone mode I can also connect to master
spark-shell --master spark://<HOST>:7077

My point is what are the differences between these two start-up modes for 
spark-shell? If I start spark-shell and connect to master what performance gain 
will I get if any or it does not matter. Is it the same as for spark-submit 
regards 

    On Saturday, 11 June 2016, 19:39, Mohammad Tariq <donta...@gmail.com> wrote:
 

 Hi Ashok,
In local mode all the processes run inside a single jvm, whereas in standalone 
mode we have separate master and worker processes running in their own jvms.
To quickly test your code from within your IDE you could probable use the local 
mode. However, to get a real feel of how Spark operates I would suggest you to 
have a standalone setup as well. It's just the matter of launching a standalone 
cluster either manually(by starting a master and workers by hand), or by using 
the launch scripts provided with Spark package. 
You can find more on this here.
HTH

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On Sat, Jun 11, 2016 at 11:38 PM, Ashok Kumar <ashok34...@yahoo.com.invalid> 
wrote:

Hi,
What is the difference between running Spark in Local mode or standalone mode?
Are they the same. If they are not which is best suited for non prod work.
I am also aware that one can run Spark in Yarn mode as well.
Thanks



  

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