spark setting maximum available memory

[İbrahim Rıza HALLAÇ]

In my situation each slave has 8 GB memory.  I want to use the maximum memory 
that I can: .set("spark.executor.memory", "?g") How can I determine the amount 
of memory I should set ? It fails when I set it to 8GB.