Let's say you have a recursive function defined in a let block:
(let [fib (fn fib [n]
(if (< n 2)
n
(+ (fib (- n 1))
(fib (- n 2)))))]
(fib 42))
This can be mechanically transformed to utilize memoize
:
fn
form in a call to memoize
.partial
.Transforming the above code leads to:
(let [fib (memoize
(fn [fib n]
(if (< n 2)
n
(+ (fib fib (- n 1))
(fib fib (- n 2))))))
fib (partial fib fib)]
(fib 42))
This works, but feels overly complicated. The question is: Is there a simpler way?
I take risks in answering since I am not a scholar but I don't think so. You pretty much did the standard thing which in fine is a partial application of memoization through a fixed point combinator.
You could try to fiddle with macros though (for simple cases it could be easy, syntax-quote would do name resolution for you and you could operate on that). I'll try once I get home.
edit: went back home and tried out stuff, this seems to be ok-ish for simple cases
(defmacro memoize-rec [form]
(let [[fn* fname params & body] form
params-with-fname (vec (cons fname params))]
`(let [f# (memoize (fn ~params-with-fname
(let [~fname (partial ~fname ~fname)] ~@body)))]
(partial f# f#))))
;; (clojure.pprint/pprint (macroexpand '(memoize-rec (fn f [x] (str (f x))))))
((memoize-rec (fn fib [n]
(if (< n 2)
n
(+ (fib (- n 1))
(fib (- n 2)))))) 75) ;; instant
((fn fib [n]
(if (< n 2)
n
(+ (fib (- n 1))
(fib (- n 2))))) 75) ;; slooooooow
simpler than what i thought!