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huffman.scm
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;; 2.3.4
(define example1 '((a 8) (b 3) (c 1) (d 1) (e 1) (f 1) (g 1) (h 1)))
(define (make-leaf symbol weight)
(list 'leaf symbol weight))
(define (leaf? object)
(eq? (car object) 'leaf))
(define (symbol-leaf x)
(cadr x))
(define (weight-leaf x)
(caddr x))
(define (make-code-tree left right)
(list left
right
(append (symbols left) (symbols right))
(+ (weight left) (weight right))))
(define (left-branch tree)
(car tree))
(define (right-branch tree)
(cadr tree))
(define (symbols tree)
(if (leaf? tree)
(list (symbol-leaf tree))
(caddr tree)))
(define (weight tree)
(if (leaf? tree)
(weight-leaf tree)
(cadddr tree)))
(define (choose-branch bit branch)
(cond ((= bit 0) (left-branch branch))
((= bit 1) (right-branch branch))
(else
(print "bad bit " bit))))
(define (decode bits tree)
(define (decode-1 bits current-branch)
(if (null? bits)
'()
(let ((next-branch
(choose-branch (car bits) current-branch)))
(if (leaf? next-branch)
(cons (symbol-leaf next-branch)
(decode-1 (cdr bits) tree))
(decode-1 (cdr bits) next-branch)))))
(decode-1 bits tree))
;;ex 2.67
(define sample-tree
(make-code-tree (make-leaf 'A 4)
(make-code-tree
(make-leaf 'B 2)
(make-code-tree (make-leaf 'D 1)
(make-leaf 'C 1)))))
(define sample-message '(0 1 1 0 0 1 0 1 0 1 1 1 0))
(define sample-result (decode sample-message sample-tree))
;; '(A D A B B C A)
;; ex 2.68
(define (contain-symbol? sym l)
(cond ((null? l) #f)
((eq? (car l) sym) #t)
(else
(contain-symbol? sym (cdr l)))))
(define (get-symbols branch)
(cond
((null? branch) '())
((leaf? branch) '())
(else
(caddr branch))))
(define (encode-symbol sym tree)
(let ((left (left-branch tree))
(right (right-branch tree)))
(cond ((null? tree) '())
((and (leaf? left)
(eq? sym (symbol-leaf left))) '(0))
((and (leaf? right)
(eq? sym (symbol-leaf right))) '(1))
((and (not (leaf? left))
(contain-symbol? sym (get-symbols left)))
(cons 0 (encode-symbol sym left)))
((and (not (leaf? right))
(contain-symbol? sym (get-symbols right)))
(cons 1 (encode-symbol sym right)))
(else
(print "Error Symbol not in the tree")
'()))))
(define (encode message tree)
(if (null? message)
'()
(append (encode-symbol (car message) tree)
(encode (cdr message) tree))))
;; ex 2.69
(define (adjoin-set x set)
(cond ((null? set) (list x))
((< (weight x) (weight (car set))) (cons x set))
(else
(cons (car set)
(adjoin-set x (cdr set))))))
(define (make-leaf-set pairs)
(if (null? pairs)
'()
(let ((pair (car pairs)))
(adjoin-set (make-leaf (car pair)
(cadr pair))
(make-leaf-set (cdr pairs))))))
;; make-code-tree and make-leaf
(define (successive-merge sets)
(define (iter sets tree)
(cond ((null? sets) tree)
((null? (cdr sets))
(make-code-tree (car sets)
tree))
((= (weight-leaf (car sets))
(weight-leaf (cadr sets)))
(iter (cddr sets)
(if (not (null? tree))
(make-code-tree tree
(make-code-tree (car sets)
(cadr sets)))
(make-code-tree (car sets)
(cadr sets)))))
(else
(iter (cdr sets)
(make-code-tree (car sets) tree)))))
(iter sets '()))
(define (successive-merge sets)
(if (null? (cdr sets))
(car sets)
(successive-merge (adjoin-set (make-code-tree (car sets)
(cadr sets))
(cddr sets)))))
(define (generate-huffman-tree pairs)
(successive-merge (make-leaf-set pairs)))
(define sample-pairs '((D 1) (C 1) (B 2) (A 4)))
(define sample-pairs2 '((G 1) (H 1) (E 1) (F 1) (D 1) (C 1) (B 3) (A 8)))
;; ex 2.70
(define rock-pairs '((A 2) (BOOM 1) (GET 2) (JOB 2) (NA 16) (SHA 3) (YIP 9) (WAH 1)))
(define rock-tree (generate-huffman-tree rock-pairs))
(define song
'(GET A JOB SHA NA NA NA NA NA NA NA NA
GET A JOB SHA NA NA NA NA NA NA NA NA
WAH YIP YIP YIP YIP YIP YIP YIP YIP YIP
SHA BOOM))