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kanren.rkt
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#lang racket/base
(provide (all-defined-out))
(struct var (name) #:transparent)
(define var=? equal?)
;; substitution assoc list: variable → var-or-value
;; | fresh variable counter
;; ↓ ↓
(define empty-state '(() . 0))
;; find a variable's value in the substitution
(define (walk varname subst)
(let ([var-or-val (and (var? varname)
(assp (λ (v) (var=? varname v)) subst))])
(if var-or-val ; Was it a variable we got, and did it have a
(walk (cdr var-or-val) subst) ; reference? If yes, follow the new variable.
varname))) ; Otherwise, we have a value OR an unbound var.
;; Needed because Racket doesn't implement R6RS's assp function
;; natively afaik
(define (assp ? lst)
(if (null? lst)
#f
(if (? (caar lst)) (car lst) (assp ? (cdr lst)))))
(define (occurs-check x v subst)
(let ([v (walk v subst)])
(if (var? v)
(var=? v x)
(and (pair? v) (or (occurs-check x (car v) subst)
(occurs-check x (cdr v) subst))))))
(define (extend-subst var val subst)
(if (occurs-check var val subst)
#f
(cons (cons var val) subst)))
;;; Goal constructors
(define (== u v)
(λ (subst/counter)
(let ([newsubst (unify u v (car subst/counter))])
(if newsubst
;; If we did get a new subst list, keep the old counter, but
;; put this new subst set onto the state.
(unit (cons newsubst (cdr subst/counter)))
mzero))))
;; Ah, yes, a monad
(define ≡ ==)
(define (unit subst/counter) (cons subst/counter mzero))
(define mzero '())
;; unify :: term → term → subst → subst | #f
(define (unify u v subst)
;; step 1: walk down the substitution reference chain for u and v
(let ([u (walk u subst)]
[v (walk v subst)])
;; step 2: attempt to unify
(cond
;; succeed unchanged: both u and v refer to the same unbound var
[(and (var? u) (var? v) (var=? u v))
subst]
;; augment: *one* of u, v is var; bind to other
[(var? u)
(extend-subst u v subst)]
[(var? v)
(extend-subst v u subst)]
;; predicates
[(and (pair? u) (eq? (car u) '?))
(and ((cdr u) v) subst)]
[(and (pair? v) (eq? (car v) '?))
(and ((cdr v) u) subst)]
;; unify structures: walk down lists
[(and (pair? u) (pair? v))
(let ([subst₁ (unify (car u) (car v) subst)])
(and subst₁ (unify (cdr u) (cdr v) subst₁)))]
;; last-ditch: are these two things equivalent?
[else (and (eqv? u v) subst)])))
;; goal :: state → state*
;; call/fresh :: (var → goal) → goal
(define (call/fresh fn)
(λ (subst/counter)
(let ([counter (cdr subst/counter)])
((fn (var counter)) (cons (car subst/counter) (+ counter 1))))))
(define (disj goal1 goal2)
(λ (subst/counter)
;; add the results of two streams of states
(mplus (goal1 subst/counter)
(goal2 subst/counter))))
(define (conj goal1 goal2)
(λ (subst/counter)
;; thread stream of states from running one goal through another
(bind (goal1 subst/counter)
goal2)))
;; mplus: like zip-list but for streams (which may be lazy)
(define (mplus stream1 stream2)
(cond
[(null? stream1) stream2]
;; handle the case where stream1 is a lazy stream; note how we
;; flip the order of the streams so we interleave them
[(procedure? stream1) (λ () (mplus stream2 (stream1)))]
[else (cons (car stream1) (mplus stream2 (cdr stream1)))]))
;; bind: like map for a stream of states with a goal
(define (bind $stream goal)
(cond
[(null? $stream) mzero]
;; force the thunk and run again
[(procedure? $stream) (λ () (bind ($stream) goal))]
;; join the stream of states from running the goal on the first
;; state in the input stream with the result of running on the
;; rest of the states in the input stream
[else (mplus (goal (car $stream))
(bind (cdr $stream) goal))]))
;;; Extentions
(define-syntax Zzz
(syntax-rules ()
;; This is the inverse-η-delay abstracted in a macro
[(_ goal) (λ (subst/counter) (λ () (goal subst/counter)))]))
(define-syntax conj+
(syntax-rules ()
[(_ g) (Zzz g)]
[(_ g0 gs ...) (conj (Zzz g0) (conj+ gs ...))]))
(define-syntax disj+
(syntax-rules ()
[(_ g) (Zzz g)]
[(_ g0 gs ...) (disj (Zzz g0) (disj+ gs ...))]))
(define-syntax conde
;; call like
;;
;; (define (father p s)
;; (conde ((== p 'paul) (== s 'jason))
;; ((== p 'john) (== s 'henry))
;; ((== p 'jason) (== s 'tom))
;; ((== p 'peter) (== s 'brian))
;; ((== p 'tom) (== s 'peter))))
;;
;; it is `or' applied across the subgroups of goals which are joined by `and'
(syntax-rules ()
[(_ (g gs ...) ...) (disj+ (conj+ g gs ...) ...)]))
(define-syntax fresh
(syntax-rules ()
[(_ () g gs ...) (conj+ g gs ...)]
[(_ (x xs ...) g gs ...)
(call/fresh (λ (x) (fresh (xs ...) g gs ...)))]))
;;; Utilities to force streams
(define (pull $stream)
(if (procedure? $stream) (pull ($stream)) $stream))
(define (take n $stream)
(if (zero? n) '()
(let ([$stream (pull $stream)])
(cond
[(null? $stream) '()]
[else (cons (car $stream) (take (- n 1) (cdr $stream)))]))))
(define (take-all $stream)
(let ([$stream (pull $stream)])
(if (null? $stream) '() (cons (car $stream) (take-all (cdr $stream))))))
;;; Reification utilities
(define (mK-reify s/c*)
(map reify-state/1st-var s/c*))
(define (reify-state/1st-var s/c)
(let ([v (walk* (var 0) (car s/c))])
(walk* v (reify-s v '()))))
(define (reify-s v s)
(let ([v (walk v s)])
(cond
[(var? v)
(let ([n (reify-name (var-name v))])
(cons (cons v n) s))]
[(pair? v) (reify-s (cdr v) (reify-s (car v) s))]
[else s])))
(define (reify-name n)
(if (symbol? n)
n
(string->symbol (string-append "_" "." (number->string n)))))
(define (walk* v s)
(let ([v (walk v s)])
(cond
[(var? v) v]
[(pair? v) (cons (walk* (car v) s)
(walk* (cdr v) s))]
[else v])))
(define (call/empty-state g) (g empty-state))
;;; Use these to wrap your queries: run takes a number of n solutions
;;; to the program, while run* calls `take-all'.
(define-syntax run
(syntax-rules ()
[(_ n (xs ...) g gs ...)
(mK-reify (take n (call/empty-state
(fresh (xs ...) g gs ...))))]))
(define-syntax run*
(syntax-rules ()
[(_ (xs ...) g gs ...)
(mK-reify (take-all (call/empty-state
(fresh (xs ...) g gs ...))))]))