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tail-recursive function appending element to list

i've seen several examples of implementing append an element to a list, but all are not using tail recursion. how to implement such a function in a functional style?

 (define (append-list lst elem)
    expr)
like image 571
象嘉道 Avatar asked Nov 06 '12 16:11

象嘉道


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2 Answers

The following is an implementation of tail recursion modulo cons optimization, resulting in a fully tail recursive code. It copies the input structure and then appends the new element to it, by mutation, in the top-down manner. Since this mutation is done to its internal freshly-created data, it is still functional on the outside (does not alter any data passed into it and has no observable effects except for producing its result):

(define (add-elt lst elt)
  (let ((result (list 1)))
    (let loop ((p result) (lst lst))
      (cond 
        ((null? lst) 
           (set-cdr! p (list elt)) 
           (cdr result))
        (else 
           (set-cdr! p (list (car lst)))
           (loop (cdr p) (cdr lst)))))))

I like using a "head-sentinel" trick, it greatly simplifies the code at a cost of allocating just one extra cons cell.

This code uses low-level mutation primitives to accomplish what in some languages (e.g. Prolog) is done automatically by a compiler. In TRMC-optimizing hypothetical Scheme, we would be able to write the following tail-recursive modulo cons code, and have a compiler automatically translate it into some equivalent of the code above:

(define (append-elt lst elt)              ;; %% in Prolog:
  (if (null lst)                          ;; app1( [],   E,R) :- Z=[X].
    (list elt)                            ;; app1( [A|D],E,R) :-
    (cons (car lst)                       ;;  R = [A|T], % cons _before_
          (append-elt (cdr lst) elt))))   ;;  app1( D,E,T). % tail call

If not for the cons operation, append-elt would be tail-recursive. This is where the TRMC optimization comes into play.

2021 update: of course the whole point of having a tail-recursive function is to express a loop (in a functional style, yes), and so as an example, in e.g. Common Lisp (in the CLISP implementation), the loop expression

(loop for x in '(1 2) appending (list x))

(which is kind of high-level specification-y if not even functional in its own very specific way) is translated into the same tail-cons-cell tracking and altering style:

[20]> (macroexpand '(loop for x in '(1 2) appending (list x)))
(MACROLET ((LOOP-FINISH NIL (SYSTEM::LOOP-FINISH-ERROR)))
 (BLOCK NIL
  (LET ((#:G3047 '(1 2)))
   (PROGN
    (LET ((X NIL))
     (LET ((#:ACCULIST-VAR-30483049 NIL) (#:ACCULIST-VAR-3048 NIL))
      (MACROLET ((LOOP-FINISH NIL '(GO SYSTEM::END-LOOP)))
       (TAGBODY SYSTEM::BEGIN-LOOP (WHEN (ENDP #:G3047) (LOOP-FINISH))
        (SETQ X (CAR #:G3047))
        (PROGN
         (LET ((#:G3050 (COPY-LIST (LIST X))))
          (IF #:ACCULIST-VAR-3048
           (SETF #:ACCULIST-VAR-30483049
            (LAST (RPLACD #:ACCULIST-VAR-30483049 #:G3050)))
           (SETF #:ACCULIST-VAR-30483049
            (LAST (SETF #:ACCULIST-VAR-3048 #:G3050))))))
        (PSETQ #:G3047 (CDR #:G3047)) (GO SYSTEM::BEGIN-LOOP) SYSTEM::END-LOOP
        (MACROLET
         ((LOOP-FINISH NIL (SYSTEM::LOOP-FINISH-WARN) '(GO SYSTEM::END-LOOP)))
         (RETURN-FROM NIL #:ACCULIST-VAR-3048)))))))))) ;
T
[21]>

(with the mother of all structure-mutating primitives spelled R.P.L.A.C.D.) so that's one example of a Lisp system (not just Prolog) which actually does something similar.

like image 134
Will Ness Avatar answered Oct 18 '22 10:10

Will Ness


Well it is possible to write a tail-recursive append-element procedure...

(define (append-element lst ele)
  (let loop ((lst (reverse lst))
             (acc (list ele)))
    (if (null? lst)
        acc
        (loop (cdr lst) (cons (car lst) acc)))))

... but it's more inefficient with that reverse thrown in (for good measure). I can't think of another functional (e.g., without modifying the input list) way to write this procedure as a tail-recursion without reversing the list first.

For a non-functional answer to the question, @WillNess provided a nice Scheme solution mutating an internal list.

like image 34
Óscar López Avatar answered Oct 18 '22 09:10

Óscar López