DefMemo
=======
A memoization macro (defmemo) for Elixir.
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Adapted from : (Gustavo Brunoro) https://gist.github.com/brunoro/6159378
I found Gustavo's Gist when looking at memoization and elixir and fixed it
to work with version 1.0.x. Since then I've fixed a few of the problems with
the original implementation:
- will correctly memoize the results of functions with identical signatures
but in different modules.
- will work with 'when' guard clauses in function definitions. (That was fun!)
- Added lots of lovely tests.
Usage
=====
Add defmemo to your mix.exs file:
{:defmemo, "~> 0.1.0"}
And run:
mix deps.get
Before *using* a defmemo'd function start_link must be called. e.g.
DefMemo.start_link
or you can add :defmemo into the applications section of your mix.exs:
[applications: [:logger, :defmemo]]
Example
=======
defmodule FibMemo do
import DefMemo
defmemo fibs(0), do: 0
defmemo fibs(1), do: 1
defmemo fibs(n), do: fibs(n - 1) + fibs(n - 2)
def fib_10 do
fibs(10)
end
end
Performance
===========
More or less what you would expect:
UNMEMOIZED VS MEMOIZED
***********************
fib (unmemoized)
function -> {result, running time(μs)}
==================================
fibs(30) -> {832040, 31364}
fibs(30) -> {832040, 31281}
FibMemo (memoized)
==================================
fibs(30) -> {832040, 975}
fibs(30) -> {832040, 8}
fibs(50) -> {12586269025, 176}
fibs(50) -> {12586269025, 7}
TODO
====
- Add test for supervisor crashing.
- Look at injecting the type of result table used.
- Better documentation.
- More tests (alwaaaays with the testing!)
- Test with some biger data (e.g. for something like web crawling)
- ~~Supervisor ~~
- ~~Redis Based ResultTable - I've been playing with this - obviously there are
limitations on type and it's slower than gen server but there are of course
circumstances where it could be useful but for the most part its not a good
"fit".~~