Created
January 29, 2011 16:26
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generators (like python yield), in scheme, a language that doesn't normally have them.
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;; Deriving something like generators, but I didn't really feel like | |
;; doing exactly that. | |
;; It doesn't, for instance, support sending back into the generator | |
;; This applys a function across a range from 0 to x. | |
(define (apply-to-range f i x) | |
(when (< i x) | |
(f i) | |
(apply-to-range f (+ 1 i) x))) | |
;; (apply-to-range display 1 10) => #unspecified, but prints 123456789 | |
;; At each step, it essentially does this. | |
;; Pass it a new value for i and apply the function `f' | |
(define (apply-to-range f x) | |
(lambda (i) | |
(when (< i x) | |
(f i)))) | |
;; Essentially, here, we've separated the core logic from the | |
;; iteration. Big woop. | |
;; Let's modify this so that we can return it as a list. | |
(define (apply-to-range f i x) | |
(let loop ((i i) | |
(accum '())) | |
(if (< i x) | |
(loop (+ i 1) (cons (f i) accum)) | |
(reverse accum)))) | |
;; (apply-to-range - 1 10) => (-1 -2 -3 -4 -5 -6 -7 -8 -9) | |
;; Let's add the state back, but remove the iteration... | |
(define (apply-to-range f i x) | |
(let ((i i)) | |
(lambda () | |
(if (< i x) | |
(let ((current (f i))) | |
(set! i (+ 1 i)) | |
current))))) | |
;; Now, we get to say: | |
;; (define counter (apply-to-range - 1 10) | |
;; (counter) => -1 | |
;; (counter) => -2 | |
;; ... | |
;; But, now while we get the desired results of a generator, which | |
;; returns after each value is returned, the program became clunky. | |
;; There isn't an obvious looping construct involved at all. | |
;; But, notice something. Essentially, we've replaced the value of `i' | |
;; on each invocation of the closure returned. Iteration was manual. | |
;; What if we could automatically replace the returned closure with a new | |
;; one that started at a different `i'? | |
;; First things first, if we still want the looping construct (we do), | |
;; how do we break out of the loop early? | |
;; Continuations! | |
(define (apply-to-range f i x) | |
(call-with-current-continuation | |
(lambda (bail) | |
(let loop ((i i)) | |
(when (< i x) | |
(bail (f i)) | |
(loop (+ 1 i)))))) | |
;; calling `bail' puts us here, essentially breaking out of the loop. | |
) | |
;; So, now, we executed the loop code, but only called `f' once. | |
;; (apply-to-range - i 10) => -1 | |
;; The loop is in the code, and we have no way of resuming it, once out. | |
;; What if we were able to save our spot where we exited and resume | |
;; there when we're ready? | |
;; The `bail' function represented the exit point of the function | |
;; `apply-to-range', can we represent the point in the program | |
;; where `bail' was called? | |
;; Sure! But, let's go one step further. Let's REPLACE the | |
;; `main-logic' function with that new frame of reference. | |
;; This is essentially the automatic replacement of the returned closure | |
;; like we wondered about before. | |
;; (we also add a sentinel to tell us we're done; the symbol done) | |
(define (apply-to-range f i x) | |
(letrec ((main-logic | |
(lambda (suspend) | |
(let loop ((i i)) | |
(if (< i x) | |
(suspend 'done) | |
(begin | |
(call-with-current-continuation | |
(lambda (new-bail) | |
(set! main-logic (lambda (cont) | |
(set! suspend cont) | |
(new-bail i))) | |
(suspend (f i)))) | |
; calling (new-bail) takes us here. | |
(display "continuing...") | |
(newline) | |
(loop (+ 1 i)))))))) | |
(lambda () | |
(call-with-current-continuation | |
(lambda (exit-function) | |
(main-logic exit-function)))))) | |
;; So, let's talk about what's going on here. | |
;; First of all, we define a procedure `main-logic` which is the | |
;; main entry point into our iteration. It takes a single argument | |
;; called `suspend,' which we'll get back to in a second. | |
;; Within `main-logic', you can see our original loop, but instead | |
;; of our simple call to `bail' like before, we've got a complicated | |
;; mess. | |
;; Well, we first get the current continuation and slot that into | |
;; `new-bail.' When called, `new-bail' jumps to right before | |
;; our call to `(display "continuing...")' -- nothing note worthy | |
;; yet, as we've essentially seen that already above (we just moved | |
;; it the place we return to within the function instead of exiting | |
;; the function all together) | |
;; The first time through this code we don't even call `new-bail.' | |
;; Instead, we call the original `exit-function' continuation that | |
;; gets passed into `main-logic' on the first call to the closure | |
;; created by calling `apply-to-range,' but not before we setup a | |
;; new `main-logic' which replaces our suspend execution operator, | |
;; `suspend,' with a new function that resets `suspend' to the | |
;; continuation of the reinvocation of the closure. | |
;; Essentially, after we get a closure, `x,' returned by a call to | |
;; `apply-to-range,' reinvocations of `x' will always begin at the | |
;; call to `(display "continuing")' and when suspended, will call | |
;; the continuation of the call to `x.' | |
;; #;chicken-repl> (let ((counter (apply-to-range - 1 10))) | |
;; (let ((c1 (counter))) | |
;; (counter) | |
;; (let ((c2 (counter))) | |
;; (printf "~a + ~a = ~a~n" c1 c2 (+ c1 c2)) | |
;; (printf "~a~n" (counter)) | |
;; (printf "~a~n" (counter))))) | |
;; continuing... | |
;; continuing... | |
;; -1 + -3 = -4 | |
;; continuing... | |
;; -4 | |
;; continuing... | |
;; -5 | |
;; (let ((counter (apply-to-range - 1 7))) | |
;; (let ((c1 (counter))) | |
;; (counter) | |
;; (let ((c2 (counter))) | |
;; (printf "~a + ~a = ~a~n" c1 c2 (+ c1 c2)) | |
;; (printf "~a~n" (counter)) | |
;; (printf "~a~n" (counter))))) | |
;; But damn, that's a lot of code to get the desired effect... | |
;; We've created a sort of framework, which we can "template" | |
;; in the form of a macro | |
(define-syntax define-generator | |
(syntax-rules () | |
((_ (name arg1 ...) yielder body1 ...) | |
(define (name arg1 ...) | |
(letrec ((main-logic | |
(lambda (suspend) | |
;; we're just turning it into a function that | |
;; can be called within the expanded code. | |
(let ((yielder | |
(lambda v | |
(begin | |
(call-with-current-continuation | |
(lambda (new-bail) | |
(set! main-logic (lambda (cont) | |
(set! suspend cont) | |
(apply new-bail v))) | |
(apply suspend v))))))) | |
(let name ((arg1 arg1) ...) | |
body1 ...))))) | |
(lambda () | |
(call-with-current-continuation | |
(lambda (exit-function) | |
(main-logic exit-function))))))))) | |
;; Now, we use it, and create something that looks very much like | |
;; the first function, but suspends the loop and upon recalling | |
;; restores exactly where it left off. | |
(define-generator (apply-to-range f i x) suspend | |
(if (< i x) | |
(begin | |
(suspend (f i)) | |
(display "continuing...") | |
(newline) | |
(apply-to-range f (+ i 1) x)) | |
'done)) | |
;; Looks a bit nicer, still works the same way. | |
;; (define counter (apply-to-range - 1 10)) | |
;; (counter) => -1 | |
;; (counter) => -2, but it outputs "continuing..." | |
;; (counter) => -3, but it outputs "continuing..." | |
;; ... | |
;; (counter) => done, but it outputs "continuing..." |
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