開発環境
- OS X Lion - Apple(OS)
- Emacs、BBEdit - Bare Bones Software, Inc. (Text Editor)
- Scheme (プログラミング言語)
- MIT/GNU Scheme (処理系)
計算機プログラムの構造と解釈(Gerald Jay Sussman(原著)、Julie Sussman(原著)、Harold Abelson(原著)、和田 英一(翻訳)、ピアソンエデュケーション、原書: Structure and Interpretation of Computer Programs (MIT Electrical Engineering and Computer Science)(SICP))の4(超言語的抽象)、4.3(Scheme の変形 - 非決定性計算)、4.3.2(非決定性プログラムの例)、自然言語の構文解析、問題 4.45を解いてみる。
その他参考書籍
問題 4.45
異なる五通りの構文解析結果。sentenceのverb-phraseの解析時に、名詞句を、単純名詞句か、前置詞句で拡大した名詞句として扱うかにより違いが生じる。
;; 1
(sentence
(simple-noun-phrase (article the) (noun professor))
(verb-phrase
(verb-phrase
(verb-phrase
(verb lectures)
(prep-phrase (prep to)
(simple-noun-phrase
(article the) (noun student))))
(prep-phrase (prep in)
(simple-noun-phrase
(article the) (noun class))))
(prep-phrase (prep with)
(simple-noun-phrase
(article the) (noun cat)))))
;; 2
(sentence
(simple-noun-phrase (article the) (noun professor))
(verb-phrase
(verb-phrase
(verb lectures)
(prep-phrase (prep to)
(simple-noun-phrase
(article the) (noun student))))
(prep-phrase (prep in)
(noun-phrase
(simple-noun-phrase
(article the) (noun class))
(prep-phrase (pre with)
(simple-noun-phrase
(article the) (noun cat)))))))
;; 3
(sentence
(simple-noun-phrase (article the) (noun professor))
(verb-phrase
(verb-phrase
(verb lectures)
(prep-phrase (prep to)
(noun-phrase
(simple-noun-phrase
(article the) (noun student))))
(prep-phrase (prep in)
(simple-noun-phrase
(article the) (noun class))))
(prep-phrase (prep with)
(simple-noun-phrase
(article the) (noun cat)))))
;; 4
(sentence
(simple-noun-phrase (article the) (noun professor))
(verb-phrase
(verb lectures)
(prep-phrase (prep to)
(noun-phrase
(noun-phrase
(simple-noun-phrase
(article the) (noun student))
(pre-phrase (pre in)
(simple-noun-phrase
(article the) (noun class))))
(pre-phrase (pre with)
(simple-noun-phrase
(article the) (noun cat)))))))
;; 5
(sentence
(simple-noun-phrase (article the) (noun professor))
(verb-phrase
(verb lectures)
(prep-phrase (prep to)
(noun-phrase
(simple-noun-phrase
(article the) (noun student))
(prep-phrase (prep in)
(noun-phrase
(simple-noun-phrase
(article the) (noun class))
(prep-phrase (prep with)
(simple-noun-phrase
(article with) (noun cat)))))))))
確認。
コード(BBEdit)
ambeval.scm
(define (ambeval exp env succeed fail)
((analyze exp) env succeed fail))
(define (analyze exp)
(cond ((self-evaluating? exp)
(analyze-self-evaluating exp))
((quoted? exp) (analyze-quoted exp))
((variable? exp) (analyze-variable exp))
((assignment? exp) (analyze-assignment exp))
((definition? exp) (analyze-definition exp))
((if? exp) (analyze-if exp))
((lambda? exp) (analyze-lambda exp))
((let? exp) (analyze (let->combination exp)))
((and? exp) (analyze (and->if exp)))
((or? exp) (analyze (or->if exp)))
((begin? exp) (analyze-sequence (begin-actions exp)))
((cond? exp) (analyze (cond->if exp)))
((unless? exp) (analyze (unless->if exp)))
((amb? exp) (analyze-amb exp))
((application? exp) (analyze-application exp))
(else
(error "Unknown expression type -- ANALYZE" exp))))
(define (analyze-self-evaluating exp)
(lambda (env succeed fail) (succeed exp fail)))
(define (analyze-quoted exp)
(let ((qval (text-of-quotation exp)))
(lambda (env succeed fail)
(succeed qval fail))))
(define (analyze-variable exp)
(lambda (env succeed fail)
(succeed (lookup-variable-value exp env)
fail)))
(define (analyze-assignment exp)
(let ((var (assignment-variable exp))
(vproc (analyze (assignment-value exp))))
(lambda (env succeed fail)
(vproc env
(lambda (val fail2)
(let ((old-value
(lookup-variable-value var env)))
(set-variable-value! var val env)
(succeed 'ok
(lambda ()
(set-variable-value! var
old-value
env)
(fail2)))))
fail))))
(define (analyze-definition exp)
(let ((var (definition-variable exp))
(vproc (analyze (definition-value exp))))
(lambda (env succeed fail)
(vproc env
(lambda (val fail2)
(define-variable! var val env)
(succeed 'ok fail2))
fail))))
(define (analyze-if exp)
(let ((pproc (analyze (if-predicate exp)))
(cproc (analyze (if-consequent exp)))
(aproc (analyze (if-alternative exp))))
(lambda (env succeed fail)
(pproc env
(lambda (pred-value fail2)
(if (true? pred-value)
(cproc env succeed fail2)
(aproc env succeed fail2)))
fail))))
(define (analyze-lambda exp)
(let ((vars (lambda-parameters exp))
(bproc (analyze-sequence (lambda-body exp))))
(lambda (env succeed fail)
(succeed (make-procedure vars bproc env)
fail))))
(define (analyze-sequence exps)
(define (sequentially a b)
(lambda (env succeed fail)
(a env
(lambda (a-value fail2)
(b env succeed fail2))
fail)))
(define (loop first-proc rest-procs)
(if (null? rest-procs)
first-proc
(loop (sequentially first-proc (car rest-procs))
(cdr rest-procs))))
(let ((procs (map analyze exps)))
(if (null? procs)
(error "Empty sequence -- ANALYZE"))
(loop (car procs) (cdr procs))))
(define (analyze-amb exp)
(let ((cprocs (map analyze (amb-choices exp))))
(lambda (env succeed fail)
(define (try-next choices)
(if (null? choices)
(fail)
((car choices) env
succeed
(lambda ()
(try-next (cdr choices))))))
(try-next cprocs))))
(define (analyze-application exp)
(let ((pproc (analyze (operator exp)))
(aprocs (map analyze (operands exp))))
(lambda (env succeed fail)
(pproc env
(lambda (proc fail2)
(get-args aprocs
env
(lambda (args fail3)
(execute-application
proc args succeed fail3))
fail2))
fail))))
(define (get-args aprocs env succeed fail)
(if (null? aprocs)
(succeed '() fail)
((car aprocs) env
(lambda (arg fail2)
(get-args (cdr aprocs)
env
(lambda (args fail3)
(succeed (cons arg args)
fail3))
fail2))
fail)))
(define (execute-application proc args succeed fail)
(cond ((primitive-procedure? proc)
(succeed (apply-primitive-procedure proc args)
fail))
((compound-procedure? proc)
((procedure-body proc)
(extend-environment (procedure-parameters proc)
args
(procedure-environment proc))
succeed
fail))
(else
(error
"Unknown procedure type -- EXECUTE-APPLICATION"
proc))))
(define (list-of-values exps env)
(if (no-operands? exps)
'()
(cons (eval (first-operand exps) env)
(list-of-values (rest-operands exps) env))))
(define (self-evaluating? exp)
(cond ((number? exp) true)
((string? exp) true)
(else false)))
(define (variable? exp) (symbol? exp))
(define (quoted? exp)
(tagged-list? exp 'quote))
(define (text-of-quotation exp) (cadr exp))
(define (tagged-list? exp tag)
(if (pair? exp)
(eq? (car exp) tag)
false))
(define (assignment? exp)
(tagged-list? exp 'set!))
(define (assignment-variable exp) (cadr exp))
(define (assignment-value exp) (caddr exp))
(define (definition? exp)
(tagged-list? exp 'define))
(define (definition-variable exp)
(if (symbol? (cadr exp))
(cadr exp)
(caadr exp)))
(define (definition-value exp)
(if (symbol? (cadr exp))
(caddr exp)
(make-lambda (cdadr exp)
(cddr exp))))
(define (lambda? exp) (tagged-list? exp 'lambda))
(define (lambda-parameters exp) (cadr exp))
(define (lambda-body exp) (cddr exp))
(define (make-lambda parameters body)
(cons 'lambda (cons parameters body)))
(define (if? exp) (tagged-list? exp 'if))
(define (if-predicate exp) (cadr exp))
(define (if-consequent exp) (caddr exp))
(define (if-alternative exp)
(if (not (null? (cdddr exp)))
(cadddr exp)
'false))
(define (make-if predicate consequent alternative)
(list 'if predicate consequent alternative))
(define (let? exp) (tagged-list? exp 'let))
(define (let-vars-exps exp)
(cadr exp))
(define (let-body exp)
(cddr exp))
(define (let-vars exp)
(map car
(let-vars-exps exp)))
(define (let-exps exp)
(map cadr
(let-vars-exps exp)))
(define (let->combination exp)
(cons (make-lambda (let-vars exp)
(let-body exp))
(let-exps exp)))
(define (or? exp) (tagged-list? exp 'or))
(define (or-sequence exp) (cdr exp))
(define (or->if exp)
(let ((seq (or-sequence exp)))
(if (null? seq)
'false
(let ((p (car seq)))
(make-if p 'true (or->if seq))))))
(define (and? exp) (tagged-list? exp 'and))
(define (and->if exp)
(let ((seq (cdr exp)))
(if (null? seq)
'true
(let ((p (car seq)))
(make-if p (and->if seq) 'false)))))
(define (amb? exp) (tagged-list? exp 'amb))
(define (amb-choices exp) (cdr exp))
(define (begin? exp) (tagged-list? exp 'begin))
(define (begin-actions exp) (cdr exp))
(define (last-exp? seq) (null? (cdr seq)))
(define (first-exp seq) (car seq))
(define (rest-exps seq) (cdr seq))
(define (sequence->exp seq)
(cond ((null? seq) seq)
((last-exp? seq) (first-exp seq))
(else (make-begin seq))))
(define (application? exp) (pair? exp))
(define (operator exp) (car exp))
(define (operands exp) (cdr exp))
(define (no-operands? ops) (null? ops))
(define (first-operand ops) (car ops))
(define (rest-operands ops) (cdr ops))
(define (cond? exp) (tagged-list? exp 'cond))
(define (cond-clauses exp) (cdr exp))
(define (cond-else-clause? clause)
(eq? (cond-predicate clause) 'else))
(define (cond-predicate clause) (car clause))
(define (cond-actions clause) (cdr clause))
(define (cond->if exp)
(expand-clauses (cond-clauses exp)))
(define (expand-clauses clauses)
(if (null? clauses)
'false
(let ((first (car clauses))
(rest (cdr clauses)))
(if (cond-else-clause? first)
(if (null? rest)
(sequence->exp (cond-actions first))
(error "ELSE clause isn't last -- COND->IF"
clauses))
(make-if (cond-predicate first)
(sequence->exp (cond-actions first))
(expand-clauses rest))))))
(define (unless? exp) (tagged-list? exp 'unless))
(define (unless-predicate exp) (cadr exp))
(define (unless-consequent exp) (caddr exp))
(define (unless-alternative exp) (cadddr exp))
(define (unless->if exp)
(make-if (unless-predicate exp)
(unless-alternative exp)
(unless-consequent exp)))
(define (true? x)
(not (eq? x false)))
(define (false? x)
(eq? x false))
(define (make-procedure parameters body env)
(list 'procedure parameters body env))
(define (compound-procedure? p)
(tagged-list? p 'procedure))
(define (procedure-parameters p) (cadr p))
(define (procedure-body p) (caddr p))
(define (procedure-environment p) (cadddr p))
(define (enclosing-environment env) (cdr env))
(define (first-frame env) (car env))
(define the-empty-environment '())
(define (make-frame variables values)
(cons variables values))
(define (frame-variables frame) (car frame))
(define (frame-values frame) (cdr frame))
(define (add-binding-to-frame! var val frame)
(set-car! frame (cons var (car frame)))
(set-cdr! frame (cons val (cdr frame))))
(define (extend-environment vars vals base-env)
(if (= (length vars) (length vals))
(cons (make-frame vars vals) base-env)
(if (< (length vars) (length vals))
(error "Too many arguments supplied" vars vals)
(error "Too few arguments supplied" vars vals))))
(define (lookup-variable-value var env)
(define (env-loop env)
(define (scan vars vals)
(cond ((null? vars)
(env-loop (enclosing-environment env)))
((eq? var (car vars))
(let ((val (car vals)))
(if (eq? val '*unassigned)
(error "Unassigned variable" var)
val)))
(else (scan(cdr vars) (cdr vals)))))
(if (eq? env the-empty-environment)
(error "Unbound variable" var)
(let ((frame (first-frame env)))
(scan (frame-variables frame)
(frame-values frame)))))
(env-loop env))
(define (set-variable-value! var val env)
(define (env-loop env)
(define (scan vars vals)
(cond ((null? vars)
(env-loop (enclosing-environment env)))
((eq? var (car vars))
(set-car! vals val))
(else (scan (cdr vars) (cdr vals)))))
(if (eq? env the-empty-environment)
(error "Unbound variable -- SET!" var)
(let ((frame (first-frame env)))
(scan (frame-variables frame)
(frame-values frame)))))
(env-loop env))
(define (define-variable! var val env)
(let ((frame (first-frame env)))
(define (scan vars vals)
(cond ((null? vars)
(add-binding-to-frame! var val frame))
((eq? var (car vars))
(set-car! vals val))
(else (scan (cdr vars) (cdr vals)))))
(scan (frame-variables frame)
(frame-values frame))))
(define (setup-environment)
(let ((initial-env
(extend-environment (primitive-procedure-names)
(primitive-procedure-objects)
the-empty-environment)))
(define-variable! 'true true initial-env)
(define-variable! 'false false initial-env)
initial-env))
(define (primitive-procedure? proc)
(tagged-list? proc 'primitive))
(define (primitive-implementation proc) (cadr proc))
(define primitive-procedures
(list (list 'car car)
(list 'cdr cdr)
(list 'cons cons)
(list 'null? null?)
(list '* *)
(list '+ +)
(list '- -)
(list '/ /)
(list '< <)
(list '= =)
(list '> >)
(list 'apply apply)
(list 'atan atan)
(list 'cos cos)
(list 'display display)
(list 'eq? eq?)
(list 'error error)
(list 'list list)
(list 'log log)
(list 'max max)
(list 'min min)
(list 'newline newline)
(list 'not not)
(list 'number? number?)
(list 'pair? pair?)
(list 'quotient quotient)
(list 'random random)
(list 'read read)
(list 'remainder remainder)
(list 'round round)
(list 'runtime runtime)
(list 'set-car! set-car!)
(list 'set-cdr! set-cdr!)
(list 'sin sin)
(list 'symbol? symbol?)
(list 'vector-ref vector-ref)
(list 'vector-set! vector-set!)
(list 'member member)
(list 'memq memq)))
(define (primitive-procedure-names)
(map car primitive-procedures))
(define (primitive-procedure-objects)
(map (lambda (proc) (list 'primitive (cadr proc)))
primitive-procedures))
(define (apply-primitive-procedure proc args)
(apply
(primitive-implementation proc) args))
(define input-prompt ";;; Amb-Eval input:")
(define output-prompt ";;; Amb-Eval value:")
(define (prompt-for-input string)
(newline) (newline) (display string) (newline))
(define (announce-output string)
(newline) (display string) (newline))
(define (user-print object)
(if (compound-procedure? object)
(display (list 'compound-procedure?
(procedure-parameters object)
(procedure-body object)
'<procedure-env>))
(display object)))
(define (driver-loop)
(define (internal-loop try-again)
(prompt-for-input input-prompt)
(let ((input (read)))
(if (eq? input 'try-again)
(try-again)
(begin
(newline)
(display ";;; Starting a new problem ")
(ambeval input
the-global-environment
(lambda (val next-alternative)
(announce-output output-prompt)
(user-print val)
(internal-loop next-alternative))
(lambda ()
(announce-output
";;; There are no more values of")
(user-print input)
(driver-loop)))))))
(internal-loop
(lambda ()
(newline)
(display ";;; There is no current problem")
(driver-loop))))
(define the-global-environment (setup-environment))
(driver-loop)
入出力結果(Terminal, REPL(Read, Eval, Print, Loop))
$ scheme
MIT/GNU Scheme running under MacOSX
Type `^C' (control-C) followed by `H' to obtain information about interrupts.
Copyright (C) 2011 Massachusetts Institute of Technology
This is free software; see the source for copying conditions. There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
Image saved on Friday April 13, 2012 at 9:02:52 AM
Release 9.1.1 || Microcode 15.3 || Runtime 15.7 || SF 4.41 || LIAR/C 4.118
Edwin 3.116
1 ]=> (load "./ambeval.scm")
;Loading "./ambeval.scm"...
;;; Amb-Eval input:
(define (require p)
(if (not p) (amb)))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define nouns '(noun student professor cat class))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define verbs '(verb studies lectures eats sleeps))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define articles '(article the a))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define prepositions '(prep for to in by with))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define (parse-sentence)
(list 'sentence
(parse-noun-phrase)
(parse-verb-phrase)))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define (parse-noun-phrase)
(define (maybe-extend noun-phrase)
(amb noun-phrase
(maybe-extend (list 'noun-phrase
noun-phrase
(parse-prepositional-phrase)))))
(maybe-extend (parse-simple-noun-phrase)))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define (parse-verb-phrase)
(define (maybe-extend verb-phrase)
(amb verb-phrase
(maybe-extend (list 'verb-phrase
verb-phrase
(parse-prepositional-phrase)))))
(maybe-extend (parse-word verbs)))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define (parse-simple-noun-phrase)
(list 'simple-noun-phrase
(parse-word articles)
(parse-word nouns)))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define (parse-prepositional-phrase)
(list 'prep-phrase
(parse-word prepositions)
(parse-noun-phrase)))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define (parse-word word-list)
(require (not (null? *unparsed*)))
(require (memq (car *unparsed*) (cdr word-list)))
(let ((found-word (car *unparsed*)))
(set! *unparsed* (cdr *unparsed*))
(list (car word-list) found-word)))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define *unparsed* '())
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(define (parse input)
(set! *unparsed* input)
(let ((sent (parse-sentence)))
(require (null? *unparsed*))
sent))
;;; Starting a new problem
;;; Amb-Eval value:
ok
;;; Amb-Eval input:
(parse '(the professor lectures to the student in the class with the cat))
;;; Starting a new problem
;;; Amb-Eval value:
(sentence (simple-noun-phrase (article the) (noun professor)) (verb-phrase (verb-phrase (verb-phrase (verb lectures) (prep-phrase (prep to) (simple-noun-phrase (article the) (noun student)))) (prep-phrase (prep in) (simple-noun-phrase (article the) (noun class)))) (prep-phrase (prep with) (simple-noun-phrase (article the) (noun cat)))))
;;; Amb-Eval input:
try-again
;;; Amb-Eval value:
(sentence (simple-noun-phrase (article the) (noun professor)) (verb-phrase (verb-phrase (verb lectures) (prep-phrase (prep to) (simple-noun-phrase (article the) (noun student)))) (prep-phrase (prep in) (noun-phrase (simple-noun-phrase (article the) (noun class)) (prep-phrase (prep with) (simple-noun-phrase (article the) (noun cat)))))))
;;; Amb-Eval input:
try-again
;;; Amb-Eval value:
(sentence (simple-noun-phrase (article the) (noun professor)) (verb-phrase (verb-phrase (verb lectures) (prep-phrase (prep to) (noun-phrase (simple-noun-phrase (article the) (noun student)) (prep-phrase (prep in) (simple-noun-phrase (article the) (noun class)))))) (prep-phrase (prep with) (simple-noun-phrase (article the) (noun cat)))))
;;; Amb-Eval input:
try-again
;;; Amb-Eval value:
(sentence (simple-noun-phrase (article the) (noun professor)) (verb-phrase (verb lectures) (prep-phrase (prep to) (noun-phrase (noun-phrase (simple-noun-phrase (article the) (noun student)) (prep-phrase (prep in) (simple-noun-phrase (article the) (noun class)))) (prep-phrase (prep with) (simple-noun-phrase (article the) (noun cat)))))))
;;; Amb-Eval input:
try-again
;;; Amb-Eval value:
(sentence (simple-noun-phrase (article the) (noun professor)) (verb-phrase (verb lectures) (prep-phrase (prep to) (noun-phrase (simple-noun-phrase (article the) (noun student)) (prep-phrase (prep in) (noun-phrase (simple-noun-phrase (article the) (noun class)) (prep-phrase (prep with) (simple-noun-phrase (article the) (noun cat)))))))))
;;; Amb-Eval input:
try-again
;;; There are no more values of
(parse (quote (the professor lectures to the student in the class with the cat)))
;;; Amb-Eval input:
End of input stream reached.
Moriturus te saluto.
$
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