I'm thinking the solution relies on the sparcity. if all your array elements are populated, (ie your data is dense) i think the economies of scale in fine tuning your model will outweigh any benifits you will get in memory saving.

if you know all the indicies before hand i wouldnt go for a hash of arrays as why complicate things? $array[0] is easier to read than $hash{1}[0]

i'm guessing by saying you've got 1..m dimensions in your data (represented by the hash element), why not split it out into 3 or 4 arrays, and only populate the array if there is a value to populate it. this way you can make your data denser while conserving space not really required by a hash. of course this makes it more difficult to parse the data around as you have to parse four structures (or references to), rather than a single reference. Without more specifics of the project and data model, its a little too difficult to make any specific suggestions.

As always it looks like a trade off.. this time around its resources againts complexity.

In reply to Re: Array vs. Hash (newbie perlguts) by Ryszard
in thread Array vs. Hash (newbie perlguts) by perchance

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