path: root/infer2.scm

(use-modules (ice-9 format)
             (ice-9 match)
             (srfi srfi-1)
             (srfi srfi-9)
             (srfi srfi-9 gnu))

(define-syntax-rule (define-matcher (name rules ...) body ...)
  (define name
    (match-lambda*
      ((rules ...) body ...)
      (_ 'unmatched))))

(define-syntax-rule (compose-matchers matcher ...)
  (lambda args
    (let loop ((matchers (list matcher ...)))
      (match matchers
        (() (error "unmatched" args))
        ((m . rest)
         (let ((result (apply m args)))
           (if (eq? result 'unmatched)
               (loop rest)
               result)))))))


;;;
;;; Typed expression annotation
;;;

(define-record-type <primitive-type>
  (make-primitive-type name)
  primitive-type?
  (name primitive-type-name))

(define (display-primitive-type type port)
  (format port "#<primitive ~a>" (primitive-type-name type)))
(set-record-type-printer! <primitive-type> display-primitive-type)

(define int-type (make-primitive-type 'int))
(define float-type (make-primitive-type 'float))
(define bool-type (make-primitive-type 'bool))

(define-record-type <type-variable>
  (make-type-variable name)
  type-variable?
  (name type-variable-name))

(define (display-type-variable type port)
  (format port "#<tvar ~a>" (type-variable-name type)))
(set-record-type-printer! <type-variable> display-type-variable)

(define unique-counter (make-parameter 0))

(define (unique-number)
  (let ((n (unique-counter)))
    (unique-counter (+ n 1))
    n))

(define* (unique-identifier #:optional (prefix 'T))
  (string->symbol
   (format #f "~a~a" prefix (unique-number))))

(define (fresh-type-variable)
  (make-type-variable (unique-identifier)))

(define-record-type <procedure-type>
  (make-procedure-type parameter-types return-types)
  procedure-type?
  (parameter-types procedure-type-parameter-types)
  (return-types procedure-type-return-types))

(define (display-procedure-type type port)
  (format port "#<proc-type ~a → ~a>"
          (procedure-type-parameter-types type)
          (procedure-type-return-types type)))
(set-record-type-printer! <procedure-type> display-procedure-type)

(define (type? obj)
  (or (primitive-type? obj)
      (type-variable? obj)
      (procedure-type? obj)))

(define (top-level-env)
  '())

(define (lookup var env)
  (or (assq-ref env var)
      (error "unbound variable" var)))

(define (make-texp types exp)
  `(t ,types ,exp))

(define (texp? obj)
  (match obj
    (('t _ _) #t)
    (_ #f)))

(define (texp-types texp)
  (match texp
    (('t types _) types)))

(define (texp-exp texp)
  (match texp
    (('t _ exp) exp)))

(define (display-typed-expression texp port)
  (format port "#<texp ~a ~a>" (texp-types texp) (texp-exp texp)))
(set-record-type-printer! <typed-expression> display-typed-expression)

(define-matcher (annotate:bool (? boolean? b) env)
  (make-texp (list bool-type) b))

(define-matcher (annotate:int (and (? number?) (? exact-integer? n)) env)
  (make-texp (list int-type) n))

(define-matcher (annotate:float (and (? number?) (? inexact? n)) env)
  (make-texp (list float-type) n))

(define-matcher (annotate:var (? symbol? var) env)
  (make-texp (list (lookup var env)) var))

(define-matcher (annotate:if ('if predicate consequent alternate) env)
  (make-texp (list (fresh-type-variable))
             `(if ,(annotate-exp predicate env)
                  ,(annotate-exp consequent env)
                  ,(annotate-exp alternate env))))

(define-matcher (annotate:lambda ('lambda ((? symbol? args) ...) body) env)
  (define parameter-types (map (lambda (_name) (fresh-type-variable)) args))
  (define env* (append (map cons args parameter-types) env))
  (define body* (annotate-exp body env*))
  (define return-types
    (map (lambda (_type) (fresh-type-variable)) (texp-types body*)))
  (make-texp (list (make-procedure-type parameter-types return-types))
             `(lambda ,args ,body*)))

(define-matcher (annotate:call (operator args ...) env)
  (define operator* (annotate-exp operator env))
  (make-texp (map (lambda (_type) (fresh-type-variable))
                  (texp-types operator*))
             (cons operator*
                   (map (lambda (arg) (annotate-exp arg env)) args))))

(define annotate-exp
  (compose-matchers annotate:bool
                    annotate:int
                    annotate:float
                    annotate:var
                    annotate:if
                    annotate:lambda
                    annotate:call))

(define (annotate-exp* exp)
  (parameterize ((unique-counter 0))
    (annotate-exp exp (top-level-env))))


;;;
;;; Constraints
;;;

(define-record-type <constraint>
  (constrain lhs rhs)
  constraint?
  (lhs constraint-lhs)
  (rhs constraint-rhs))

(define (display-constraint constraint port)
  (format port "#<constraint ~a = ~a>"
          (constraint-lhs constraint)
          (constraint-rhs constraint)))
(set-record-type-printer! <constraint> display-constraint)

(define-matcher (constrain:other ((? type? _) ...) _) '())

(define-matcher (constrain:if ((? type? types) ...)
                              ('if (? texp? predicate)
                                   (? texp? consequent)
                                   (? texp? alternate)))
  (append (list (constrain (list bool-type) (texp-types predicate))
                (constrain types (texp-types consequent))
                (constrain types (texp-types alternate)))
          (program-constraints predicate)
          (program-constraints consequent)
          (program-constraints alternate)))

(define-matcher (constrain:lambda ((? procedure-type? type))
                                  ('lambda ((? symbol? args) ...)
                                    (? texp? body)))
  (cons (constrain (procedure-type-return-types type)
                   (texp-types body))
        (program-constraints body)))

(define-matcher (constrain:call ((? type? types) ...)
                                ((? texp? operator) (? texp? operands) ...))
  (cons (constrain (texp-types operator)
                   (list (make-procedure-type (map texp-type operands)
                                              types)))
        (append (program-constraints operator)
                (append-map program-constraints operands))))

(define %program-constraints
  (compose-matchers constrain:if
                    constrain:lambda
                    constrain:call
                    constrain:other))

(define (program-constraints texp)
  (%program-constraints (texp-type texp) (texp-exp texp)))


;;;
;;; Occurs check
;;;

(define-matcher (occurs:default _ _)
  #f)

(define-matcher (occurs:list (a rest-a ...) (b rest-b ...))
  (or (occurs-in? a b)
      (occurs-in? rest-a rest-b)))

(define-matcher (occurs:variable (? type-variable? a) (? type-variable? b))
  (eq? a b))

(define-matcher (occurs:procedure (? type-variable? v) (? procedure-type? p))
  (or (occurs-in? v (procedure-type-parameter-types p))
      (occurs-in? v (procedure-type-return-types p))))

(define occurs-in?
  (compose-matchers occurs:list
                    occurs:variable
                    occurs:procedure
                    occurs:default))


;;;
;;; Unification
;;;

(define (substitute-term term dict)
  (match dict
    (() term)
    (((from . to) . rest)
     (if (eq? term from)
         to
         (substitute-term term rest)))))

(define (substitute-dict var term dict)
  (map (match-lambda
         ((a . b)
          (cons (if (eq? a var) term a)
                (if (eq? b var) term b))))
       dict))

(define (substitute var other dict)
  (let ((other* (substitute-term other dict)))
    (and (not (occurs-in? var other*))
         (alist-cons var other* (substitute-dict var other* dict)))))

(define %unify-prompt-tag (make-prompt-tag 'unify))

(define (unify-fail)
  (pk 'unify-fail)
  (abort-to-prompt %unify-prompt-tag))

(define (maybe-substitute var other dict)
  (cond
   ;; Tautology: matching 2 vars that are the same.
   ((and (type-variable? other) (eq? var other))
    dict)
   ;; Variable has been bound to some other value, recursively follow
   ;; it and unify.
   ((assq-ref dict var) =>
    (lambda (type)
      (unify type other dict)))
   ;; Substitute variable for value.
   (else
    (or (substitute var other dict)
        (unify-fail)))))

(define (constant? obj)
  (and (not (type-variable? obj))
       (not (procedure-type? obj))
       (not (list? obj))))

(define-matcher (unify:constants a b dict)
  (pk 'unify:constants a b)
  (if (eqv? a b)
      dict
      (unify-fail)))

(define-matcher (unify:lists (a rest-a ...) (b rest-b ...) dict)
  (pk 'unify:lists (cons a rest-a) (cons b rest-b))
  (let ((dict* (unify a b dict)))
    (unify rest-a rest-b dict*)))

(define-matcher (unify:variable-left (? type-variable? a) b dict)
  (pk 'unify:variable-left a b)
  (maybe-substitute a b dict))

(define-matcher (unify:variable-right a (? type-variable? b) dict)
  (pk 'unify:variable-right a b)
  (maybe-substitute b a dict))

(define-matcher (unify:procedures (? procedure-type? a) (? procedure-type? b) dict)
  (pk 'unify:procedures a b)
  (define dict* (unify (procedure-type-parameter-types a)
                       (procedure-type-parameter-types b)
                       dict))
  (unify (procedure-type-return-types a)
         (procedure-type-return-types b)
         dict*))

(define unify
  (compose-matchers unify:variable-left
                    unify:variable-right
                    unify:procedures
                    unify:lists
                    unify:constants))

(define (unify-constraints constraints)
  (call-with-prompt %unify-prompt-tag
    (lambda ()
      (unify (map constraint-lhs constraints)
             (map constraint-rhs constraints)
             '()))
    (lambda (_k) #f)))


;;;
;;; Type Resolution
;;;

(define-matcher (resolve:primitive x dict)
  x)

(define-matcher (resolve:primitive-type (? primitive-type? type) dict)
  type)

(define-matcher (resolve:type-variable (? type-variable? var) dict)
  (let ((type (assq-ref dict var)))
    (if (or (not type) (type-variable? type))
        (error "cannot determine type" var)
        type)))

(define-matcher (resolve:procedure-type (? procedure-type? type) dict)
  (make-procedure-type (resolve-types (procedure-type-parameter-types type) dict)
                       (resolve-types (procedure-type-return-types type) dict)))

(define-matcher (resolve:list (exps ...) dict)
  (map (lambda (texp) (resolve-types texp dict)) exps))

(define resolve-types
  (compose-matchers resolve:primitive-type
                    resolve:type-variable
                    resolve:procedure-type
                    resolve:list
                    resolve:primitive))

(define (infer-types exp)
  (let* ((texp (annotate-exp* exp))
         (constraints (pk 'constraints (program-constraints texp)))
         (substitutions (unify-constraints constraints)))
    (and substitutions
         (resolve-types texp substitutions))))

(infer-types #t)
(infer-types 6)
(infer-types 6.5)
(infer-types '(if #t 1 2))
(infer-types '((lambda (x) x) 1))
;;(infer-types '((lambda (f) (if (f #t) (f 1) (f 2))) (lambda (x) x)))