さかもとのブログ

つらつらと

SICP4章4節質問システムの実装

他の評価器の実装を張っている人はちらほらいるけれど,質問システムは見た限りいないので,一応張っておこう.
ちょっと長いけれど.

(load "./stream.scm")
(load "./evaluator.scm")

(define true #t)
(define false #f)
(define user-initial-environment (interaction-environment))
(define extend-in-underlying-scheme extend)

(define (extend variable value frame)
  (cons (make-binding variable value) frame))

(define (stream-append s1 s2)
  (if (stream-null? s1)
      s2
      (cons-stream (stream-car s1)
                   (stream-append (stream-cdr s1) s2))))
;; Table
(define (make-table)
  (let ((local-table (list '*table*)))
    (define (lookup key-1 key-2)
      (let ((subtable (assoc key-1 (cdr local-table))))
        (if subtable
            (let ((record (assoc key-2 (cdr subtable))))
              (if record
                  (cdr record)
                  false))
            false)))
    (define (insert! key-1 key-2 value)
      (let ((subtable (assoc key-1 (cdr local-table))))
        (if subtable
            (let ((record (assoc key-2 (cdr subtable))))
              (if record
                  (set-cdr! record value)
                  (set-cdr! subtable
                            (cons (cons key-2 value)
                                  (cdr subtable)))))
            (set-cdr! local-table
                      (cons (list key-1
                                  (cons key-2 value))
                            (cdr local-table)))))
      'ok)
    (define (dispatch m)
      (cond ((eq? m 'lookup-proc) lookup)
            ((eq? m 'insert-proc!) insert!)
            (else (error "Unknown operation -- TABLE" m))))
    dispatch))

(define operation-table (make-table))
(define get (operation-table 'lookup-proc))
(define put (operation-table 'insert-proc!))

(define (tagged-list? exp tag)
  (if (pair? exp)
      (eq? (car exp) tag)
      false))

;; 4.4.4.1 Driver Loop and Instantiation
(define (prompt-for-input string)
  (newline) (newline) (display string) (newline))

(define input-prompt ";;; Query input:")
(define output-prompt ";;; Query result:")

(define (query-driver-loop)
  (prompt-for-input input-prompt)
  (let ((q (query-syntax-process (read))))
    (cond ((assertion-to-be-added? q)
           (add-rule-or-assertion! (add-assertion-body q))
           (newline)
           (display "Assertion added to data base.")
           (query-driver-loop))
          (else
           (newline)
           (display output-prompt)
           (display-stream
            (stream-map
             (lambda (frame)
               (instantiate q
                            frame
                            (lambda (v f)
                              (contract-question-mark v))))
             (qeval q (singleton-stream '()))))
           (query-driver-loop)))))

(define (instantiate exp frame unbound-var-handler)
  (define (copy exp)
    (cond ((var? exp)
           (let ((binding (binding-in-frame exp frame)))
             (if binding
                 (copy (binding-value binding))
                 (unbound-var-handler exp frame))))
          ((pair? exp)
           (cons (copy (car exp)) (copy (cdr exp))))
          (else exp)))
  (copy exp))

;; 4.4.4.2 The Evaluator
(define (qeval query frame-stream)
  (let ((qproc (get (type query) 'qeval)))
    (if qproc
        (qproc (contents query) frame-stream)
        (simple-query query frame-stream))))

;; Simple Queries
(define (simple-query query-pattern frame-stream)
  (stream-flatmap
   (lambda (frame)
     (stream-append-delayed
      (find-assertions query-pattern frame)
      (delay (apply-rules query-pattern frame))))
   frame-stream))

;; Compound queries
;; and fig.4.5
(define (conjoin conjuncts frame-stream)
  (if (empty-conjunction? conjuncts)
      frame-stream
      (conjoin (rest-conjuncts conjuncts)
               (qeval (first-conjunct conjuncts)
                      frame-stream))))
(put 'and 'qeval conjoin)

;; or fig.4.6
(define (disjoin disjuncts frame-stream)
  (if (empty-disjunction? disjuncts)
      the-empty-stream
      (interleave-delayed
       (qeval (first-disjunct disjuncts) frame-stream)
       (delay (disjoin (rest-disjuncts disjuncts)
                       frame-stream)))))
(put 'or 'qeval disjoin)

;; Filters
(define (negate operands frame-stream)
  (stream-flatmap
   (lambda (frame)
     (if (stream-null? (qeval (negated-query operands)
                              (singleton-stream frame)))
         (singleton-stream frame)
         the-empty-stream))
   frame-stream))
(put 'not 'qeval negate)

(define (lisp-value call frame-stream)
  (stream-flatmap
   (lambda (frame)
     (if (execute
          (instantiate
           call
           frame
           (lambda (v f)
             (error "Unknown pat var -- LISP-VALUE" v))))
         (singleton-stream frame)
         the-empty-stream))
   frame-stream))
(put 'lisp-value 'qeval lisp-value)

(define user-initial-environment (interaction-environment))
(define (execute exp)
  (apply (eval (predicate exp) user-initial-environment)
         (args exp)))

(define (always-true ignore frame-stream) frame-stream)
(put 'always-true 'qeval always-true)

;; 4.4.4.3 Finding Assertions by Pattern Matching
(define (find-assertions pattern frame)
  (stream-flatmap (lambda (datum)
                    (check-an-assertion datum pattern frame))
                  (fetch-assertions pattern frame)))

(define (check-an-assertion assertion query-pattern query-frame)
  (let ((match-result
         (pattern-match query-pattern assertion query-frame)))
    (if (eq? match-result 'failed)
        the-empty-stream
        (singleton-stream match-result))))

(define (pattern-match pattern data frame)
  (cond ((eq? frame 'failed) 'failed)
        ((equal? pattern data) frame)
        ((var? pattern) (extend-if-consistent pattern data frame))
        ((and (pair? pattern)  (pair? data))
         (pattern-match (cdr pattern)
                        (cdr data)
                        (pattern-match (car pattern)
                                       (car data)
                                       frame)))
        (else 'failed)))

(define (extend-if-consistent variable data frame)
  (let ((binding (binding-in-frame variable frame)))
    (if binding
        (pattern-match (binding-value binding) data frame)
        (extend variable data frame))))

;; 4.4.4.4 Rules and Unification
(define (apply-rules pattern frame)
  (stream-flatmap (lambda (rule)
                    (apply-a-rule rule pattern frame))
                  (fetch-rules pattern frame)))

(define (apply-a-rule rule query-pattern query-frame)
  (let ((clean-rule (rename-variables-in rule)))
    (let ((unify-result
           (unify-match query-pattern
                        (conclusion clean-rule)
                        query-frame)))
      (if (eq? unify-result 'failed)
          the-empty-stream
          (qeval (rule-body clean-rule)
                 (singleton-stream unify-result))))))

(define (rename-variables-in rule)
  (let ((rule-application-id (new-rule-application-id)))
    (define (tree-walk exp)
      (cond ((var? exp)
             (make-new-variable exp rule-application-id))
            ((pair? exp)
             (cons (tree-walk (car exp))
                   (tree-walk (cdr exp))))
            (else exp)))
    (tree-walk rule)))

(define (unify-match p1 p2 frame)
  (cond ((eq? frame 'failed) 'failed)
        ((equal? p1 p2) frame)
        ((var? p1) (extend-if-possible p1 p2 frame))
        ((var? p2) (extend-if-possible p2 p1 frame))
        ((and (pair? p1) (pair? p2))
         (unify-match (cdr p1)
                      (cdr p2)
                      (unify-match (car p1)
                                   (car p2)
                                   frame)))
        (else 'failed)))

(define (extend-if-possible var val frame)
  (let ((binding (binding-in-frame var frame)))
    (cond (binding
           (unify-match
            (binding-value binding) val frame))
          ((var? val)
           (let ((binding (binding-in-frame val frame)))
             (if binding
                 (unify-match
                  var (binding-value binding) frame)
                 (extend var val frame))))
          ((depends-on? val var frame)
           'failed)
          (else (extend var val frame)))))

(define (depends-on? exp var frame)
  (define (tree-walk e)
    (cond ((var? e)
           (if (equal? var e)
               true
               (let ((b (binding-in-frame e frame)))
                 (if b
                     (tree-walk (binding-value b))
                     false))))
          ((pair? e)
           (or (tree-walk (car e))
               (tree-walk (cdr e))))
          (else false)))
  (tree-walk exp))

;; 4.4.4.5 Maintaing the Data Base
(define THE-ASSERTIONS the-empty-stream)

(define (fetch-assertions pattern frame)
  (if (use-index? pattern)
      (get-indexed-assertions pattern)
      (get-all-assertions)))

(define (get-all-assertions) THE-ASSERTIONS)

(define (get-indexed-assertions pattern)
  (get-stream (index-key-of pattern) 'assertion-stream))

(define (get-stream key1 key2)
  (let ((s (get key1 key2)))
    (if s s the-empty-stream)))

(define THE-RULES the-empty-stream)

(define (fetch-rules pattern frame)
  (if (use-index? pattern)
      (get-indexed-rules pattern)
      (get-all-rules)))

(define (get-all-rules) THE-RULES)

(define (get-indexed-rules pattern)
  (stream-append
   (get-stream (index-key-of pattern) 'rule-stream)
   (get-stream '? 'rule-stream)))

(define (add-rule-or-assertion! assertion)
  (if (rule? assertion)
      (add-rule! assertion)
      (add-assertion! assertion)))

(define (add-assertion! assertion)
  (store-assertion-in-index assertion)
  (let ((old-assertions THE-ASSERTIONS))
    (set! THE-ASSERTIONS
          (cons-stream assertion old-assertions))
    'ok))

(define (add-rule! rule)
  (store-rule-in-index rule)
  (let ((old-rules THE-RULES))
    (set! THE-RULES (cons-stream rule old-rules))
    'ok))

(define (store-assertion-in-index assertion)
  (if (indexable? assertion)
      (let ((key (index-key-of assertion)))
        (let ((current-assertion-stream
               (get-stream key 'assertion-stream)))
          (put key
               'assertion-stream
               (cons-stream assertion
                            current-assertion-stream))))))

(define (store-rule-in-index rule)
  (let ((pattern (conclusion rule)))
    (if (indexable? pattern)
        (let ((key (index-key-of pattern)))
          (let ((current-rule-stream
                 (get-stream key 'rule-stream)))
            (put key
                 'rule-stream
                 (cons-stream rule
                              current-rule-stream)))))))

(define (indexable? pattern)
  (or (constant-symbol? (car pattern))
      (var? (car pattern))))

(define (index-key-of pattern)
  (let ((key (car pattern)))
    (if (var? key) '? key)))

(define (use-index? pattern)
  (constant-symbol? (car pattern)))

;; 4.4.4.6 Stream Operations
(define (stream-append-delayed s1 delayed-s2)
  (if (stream-null? s1)
      (force delayed-s2)
      (cons-stream
       (stream-car s1)
       (stream-append-delayed (stream-cdr s1) delayed-s2))))

(define (interleave-delayed s1 delayed-s2)
  (if (stream-null? s1)
      (force delayed-s2)
      (cons-stream
       (stream-car s1)
       (interleave-delayed (force delayed-s2)
                           (delay (stream-cdr s1))))))

(define (stream-flatmap proc stream)
  (flatten-stream (stream-map proc stream)))

(define (flatten-stream stream)
  (if (stream-null? stream)
      the-empty-stream
      (interleave-delayed
       (stream-car stream)
       (delay (flatten-stream (stream-cdr stream))))))

(define (singleton-stream x)
  (cons-stream x the-empty-stream))

;; Query Syntax Procedures
(define (type exp)
  (if (pair? exp)
      (car exp)
      (error "Unknown expression TYPE" exp)))

(define (contents exp)
  (if (pair? exp)
      (cdr exp)
      (error "Unknown expression CONTENTS" exp)))

(define (assertion-to-be-added? exp)
  (eq? (type exp) 'assert!))

(define (add-assertion-body exp)
  (car (contents exp)))

(define (empty-conjunction? exps) (null? exps))
(define (first-conjunct exps) (car exps))
(define (rest-conjuncts exps) (cdr exps))

(define (empty-disjunction? exps) (null? exps))
(define (first-disjunct exps) (car exps))
(define (rest-disjuncts exps) (cdr exps))

(define (negated-query exps) (car exps))

(define (predicate exps) (car exps))
(define (args exps) (cdr exps))

(define (rule? statement)
  (tagged-list? statement 'rule))

(define (conclusion rule) (cadr rule))

(define (rule-body rule)
  (if (null? (cddr rule))
      '(always-true)
      (caddr rule)))

(define (query-syntax-process exp)
  (map-over-symbols expand-question-mark exp))

(define (map-over-symbols proc exp)
  (cond ((pair? exp)
         (cons (map-over-symbols proc (car exp))
               (map-over-symbols proc (cdr exp))))
        ((symbol? exp) (proc exp))
        (else exp)))

(define (expand-question-mark symbol)
  (let ((chars (symbol->string symbol)))
    (if (string=? (substring chars 0 1) "?")
        (list '?
              (string->symbol
               (substring chars 1 (string-length chars))))
        symbol)))

(define (var? exp)
  (tagged-list? exp '?))

(define (constant-symbol? exp) (symbol? exp))

(define rule-counter 0)

(define (new-rule-application-id)
  (set! rule-counter (+ 1 rule-counter))
  rule-counter)

(define (make-new-variable var rule-application-id)
  (cons '? (cons rule-application-id (cdr var))))

(define (contract-question-mark variable)
  (string->symbol
   (string-append "?"
                  (if (number? (cadr variable))
                      (string-append (symbol->string (caddr variable))
                                     "-"
                                     (number->string (cadr variable)))
                      (symbol->string (cadr variable))))))

;; 4.4.4.8
(define (make-binding variable value)
  (cons variable value))

(define (binding-variable binding)
  (car binding))

(define (binding-value binding)
  (cdr binding))

(define (binding-in-frame variable frame)
  (assoc variable frame))
DB
(assert! (address (Bitdiddle Ben) (Slumerville (Ridge Road) 10)))
(assert! (job (Bitdiddle Ben) (computer wizard)))
(assert! (salary (Bitdiddle Ben) 60000))

(assert! (address (Hacker Alyssa P) (Cambridge (Mass Ave) 78)))
(assert! (job (Hacker Alyssa P) (computer programmer)))
(assert! (salary (Hacker Alyssa P) 40000))
(assert! (supervisor (Hacker Alyssa P) (Bitdiddle Ben)))

(assert! (address (Fect Cy D) (Cambridge (Ames Street) 3)))
(assert! (job (Fect Cy D) (computer programmer)))
(assert! (salary (Fect Cy D) 35000))
(assert! (supervisor (Fect Cy D) (Bitdiddle Ben)))

(assert! (address (Tweakit Lem E) (Boston (Bay State Road) 22)))
(assert! (job (Tweakit Lem E) (computer technician)))
(assert! (salary (Tweakit Lem E) 25000))
(assert! (supervisor (Tweakit Lem E) (Bitdiddle Ben)))

(assert! (address (Reasoner Louis) (Slumerville (Pine Tree Road) 80)))
(assert! (job (Reasoner Louis) (computer programmer trainee)))
(assert! (salary (Reasoner Louis) 30000))
(assert! (supervisor (Reasoner Louis) (Hacker Alyssa P)))

(assert! (supervisor (Bitdiddle Ben) (Warbucks Oliver)))

(assert! (address (Warbucks Oliver) (Swellesley (Top Heap Road))))
(assert! (job (Warbucks Oliver) (administration big wheel)))
(assert! (salary (Warbucks Oliver) 150000))

(assert! (address (Scrooge Eben) (Weston (Shady Lane) 10)))
(assert! (job (Scrooge Eben) (accounting chief accountant)))
(assert! (salary (Scrooge Eben) 75000))
(assert! (supervisor (Scrooge Eben) (Warbucks Oliver)))

(assert! (address (Cratchet Robert) (Allston (N Harvard Street) 16)))
(assert! (job (Cratchet Robert) (accounting scrivener)))
(assert! (salary (Cratchet Robert) 18000))
(assert! (supervisor (Cratchet Robert) (Scrooge Eben)))

(assert! (address (Aull DeWitt) (Slumerville (Onion Square) 5)))
(assert! (job (Aull DeWitt) (administration secretary)))
(assert! (salary (Aull DeWitt) 25000))
(assert! (supervisor (Aull DeWitt) (Warbucks Oliver)))