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Correct way to cap Mathematica memory use?

Under a 32-bit operating system, where maximum memory allocated to any one program is limited, Mathematica gracefully terminates the kernel and returns a max memory allocation error.

On a 64-bit OS however, Mathematica will freely use all the memory available and grind the system to a halt. Therefore, what is the correct way to cap memory usage? One could use MemoryConstrained combined with $Pre or CellEvaluationFunction but I would rather not tie up either of those for this purpose, or have to modify existing uses to incorporate this function.

Is there another way to globally restrict memory usage, such as a kernel flag, or system $Option?

like image 291
Mr.Wizard Avatar asked Oct 21 '11 20:10

Mr.Wizard


1 Answers

In Mathematica 8 you could start a memory watchdog, something along the lines of:

maxMemAllowed        = 15449604;
intervalBetweenTests = 1; (*seconds*)
iAmAliveSignal       = 0;
Dynamic[iAmAliveSignal]
RunScheduledTask[
       If[MemoryInUse[] > maxMemAllowed , Quit[], iAmAliveSignal++],      
       intervalBetweenTests];

Remember to run

RemoveScheduledTask[ScheduledTasks[]];

to disable it.

Edit

You may alert or interactively decide what to do before quitting. As requested, here is a trial with 1.3GB allocated. I can't go much further than that in this machine.

maxMemAllowed = 1.3 1024^3; (*1.3 GB*)
intervalBetweenTests = 1; (*Seconds*)
iAmAliveSignal = 0;
leyendToPrint = "";
Dynamic[leyendToPrint]
RunScheduledTask[
  If[MemoryInUse[] > maxMemAllowed, 
   CreateDialog[CancelButton["Max Mem Reached", DialogReturn[]]]; 
   Quit[],
   Print["Memory in use: ", MemoryInUse[]]; 
   leyendToPrint = 
    "Seconds elapsed = " <> ToString[iAmAliveSignal++]], 
  intervalBetweenTests];
IntegerPartitions[320, {15}];

enter image description here

like image 140
Dr. belisarius Avatar answered Oct 21 '22 15:10

Dr. belisarius