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;;
;; Copyright (c) 2010, Justin Grant <justin at imagine27 dot com>
;; All rights reserved.

;; Redistribution and use in source and binary forms, with or without modification,
;; are permitted provided that the following conditions are met:

;; Redistributions of source code must retain the above copyright notice, this list
;; of conditions and the following disclaimer.
;; Redistributions in binary form must reproduce the above copyright notice, this
;; list of conditions and the following disclaimer in the documentation and/or
;; other materials provided with the distribution.
;; Neither the name of the <ORGANIZATION> nor the names of its contributors may be
;; used to endorse or promote products derived from this software without specific
;; prior written permission.
;;
;; THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
;; ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
;; WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
;; DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
;; ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
;; (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
;; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
;; THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
;; NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
;; EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
;;


;;;; Demonstrates binary tree-traversal in Common Lisp.

;; #S(BTNODE
;; :VAL 5
;; :LEFT #S(BTNODE
;; :VAL 3
;; :LEFT #S(BTNODE
;; :VAL 2
;; :LEFT #S(BTNODE :VAL 1 :LEFT NIL :RIGHT NIL)
;; :RIGHT NIL)
;; :RIGHT #S(BTNODE :VAL 4 :LEFT NIL :RIGHT NIL))
;; :RIGHT #S(BTNODE
;; :VAL 7
;; :LEFT #S(BTNODE :VAL 6 :LEFT NIL :RIGHT NIL)
;; :RIGHT #S(BTNODE
;; :VAL 8
;; :LEFT NIL
;; :RIGHT #S(BTNODE :VAL 9 :LEFT NIL :RIGHT NIL))))

;; naive functions :
;; PRE-ORDER : 5 3 2 1 4 7 6 8 9
;; IN-ORDER : 1 2 3 4 5 6 7 8 9
;; POST-ORDER : 1 2 4 3 6 9 8 7 5

;; traverse-tree function :
;; PRE-ORDER : 5 3 2 1 4 7 6 8 9
;; IN-ORDER : 1 2 3 4 5 6 7 8 9
;; POST-ORDER : 1 2 4 3 6 9 8 7 5
;; REVERSE-PRE-ORDER : 5 7 8 9 6 3 4 2 1
;; REVERSE-IN-ORDER : 9 8 7 6 5 4 3 2 1
;; REVERSE-POST-ORDER : 9 8 6 7 4 1 2 3 5

;; level order function :
;; TOP-TO-BOTTOM LEFT-TO-RIGHT : 5 3 7 2 4 6 8 1 9
;; TOP-TO-BOTTOM RIGHT-TO-LEFT : 5 7 3 8 6 4 2 9 1
;; BOTTOM-TO-TOP LEFT-TO-RIGHT : 1 9 2 4 6 8 3 7 5
;; BOTTOM-TO-TOP RIGHT-TO-LEFT : 9 1 8 6 4 2 7 3 5

;; level order function recursive :
;; TOP-TO-BOTTOM LEFT-TO-RIGHT : 5 3 7 2 4 6 8 1 9
;; TOP-TO-BOTTOM RIGHT-TO-LEFT : 5 7 3 8 6 4 2 9 1
;; BOTTOM-TO-TOP LEFT-TO-RIGHT : 1 9 2 4 6 8 3 7 5
;; BOTTOM-TO-TOP RIGHT-TO-LEFT : 9 1 8 6 4 2 7 3 5

;; level order function (odd only) :
;; TOP-TO-BOTTOM LEFT-TO-RIGHT : 5 3 7 1 9
;; TOP-TO-BOTTOM RIGHT-TO-LEFT : 5 7 3 9 1
;; BOTTOM-TO-TOP LEFT-TO-RIGHT : 1 9 3 7 5
;; BOTTOM-TO-TOP RIGHT-TO-LEFT : 9 1 7 3 5

;; level order function (leaves only) :
;; TOP-TO-BOTTOM LEFT-TO-RIGHT : 4 6 1 9
;; TOP-TO-BOTTOM RIGHT-TO-LEFT : 6 4 9 1
;; BOTTOM-TO-TOP LEFT-TO-RIGHT : 1 9 4 6
;; BOTTOM-TO-TOP RIGHT-TO-LEFT : 9 1 6 4


;; A struct representing a node in a binary tree
(defstruct (btnode)
(val nil)
(left nil)
(right nil))

;; naive traversal functions
(defun traverse-pre-order (node fun)
(if node
(progn
(apply fun (list node))
(if (btnode-left node)
(traverse-pre-order (btnode-left node) fun))
(if (btnode-right node)
(traverse-pre-order (btnode-right node) fun)))))

(defun traverse-in-order (node fun)
(if node
(progn
(if (btnode-left node)
(traverse-in-order (btnode-left node) fun))
(apply fun (list node))
(if (btnode-right node)
(traverse-in-order (btnode-right node) fun)))))

(defun traverse-post-order (node fun)
(if node
(progn
(if (btnode-left node)
(traverse-post-order (btnode-left node) fun))
(if (btnode-right node)
(traverse-post-order (btnode-right node) fun))
(apply fun (list node)))))


;; a better traversal function that shows how easily
;; the traversal order can be parameterized instead
;; of having to write a new function for each order.

(defun traverse-tree (node fun order)
(map 'list #'(lambda (f)
(let ((n (if f
(apply f (list node))
node)))
(if (eq node n)
(apply fun (list node))
(when n
(traverse-tree n fun order)))))
order))

;;
;; level-order/breadth-first traversal
;;
(defmacro with-breadth-first-traversal (&body body)
`(macrolet ((bft-init ((&optional &key test) &body body)
`(let* ((res (list node))
(queue (list node))
(btot (eql vorder 'bottom-to-top))
(rtol (eql horder 'right-to-left))
(rtol (if btot (not rtol) rtol)))
,@body))
(bft-loop-init (&body body)
`(let* ((node (car queue))
(lcnode (btnode-left node))
(rcnode (btnode-right node))
(children (when rcnode
(cons rcnode nil)))
(children (if lcnode
(cons lcnode children) children))
(children (if rtol (reverse children) children))
(nqueue (append (rest queue) children))
(nres (append res children)))
,@body)))
,@body))

;; Define callable variations of breadth first traversal functions
(with-breadth-first-traversal

(defun traverse-tree-by-level
(node fun &optional horder vorder)
(bft-init ()
(loop while queue do
(bft-loop-init
(setf queue nqueue)
(setf res nres)))
(mapcar fun (if btot (reverse res) res))))

(defmacro traverse-tree-by-level-recursive-m
(node fun &optional horder vorder &key test)
(declare (ignore node fun horder vorder))
`(bft-init (:test ,test)
(labels ((traverse (res queue)
(if (not queue)
(if ,test (delete-if-not ,test res) res)
(bft-loop-init (traverse nres nqueue)))))
(let ((res (traverse res queue)))
(mapcar fun (if btot (reverse res) res))))))

(defun traverse-tree-by-level-recursive
(node fun &optional horder vorder)
(traverse-tree-by-level-recursive-m node fun horder vorder))

(defun traverse-tree-by-level-only-odd
(node fun &optional horder vorder)
(traverse-tree-by-level-recursive-m
node fun horder vorder
:test #'(lambda (node) (and node (oddp (btnode-val node))))))

(defun traverse-tree-by-level-only-leaves
(node fun &optional horder vorder)
(traverse-tree-by-level-recursive-m
node fun horder vorder
:test #'(lambda (node)
(and node (not (or (btnode-left node)
(btnode-right node)))))))

)


;;utils

(defun print-node (n) (format t "~A " (btnode-val n)))

(defun test()
(let ((root
(make-btnode
:val 5
:left (make-btnode
:val 3
:left (make-btnode :val 2 :left (make-btnode :val 1))
:right (make-btnode :val 4))
:right (make-btnode
:val 7
:left (make-btnode :val 6)
:right (make-btnode :val 8 :right (make-btnode :val 9))))))

(format t "~A~%" root)

(format t "~%naive functions :~%")
(map 'list #'(lambda (fun)
(let* ((fname (string fun))
(pos (1+ (position #\- fname)))
(order (subseq fname pos)))
(format t "~27A : " order))
(apply fun (list root #'print-node))
(format t "~%"))
'(traverse-pre-order traverse-in-order traverse-post-order))
(format t "~%")

(format t "traverse-tree function : ~%")
(map 'list #'(lambda (order)
(format t "~27A : " (car order))
(traverse-tree root #'print-node (cdr order))
(format t "~%"))
'((pre-order nil btnode-left btnode-right)
(in-order btnode-left nil btnode-right)
(post-order btnode-left btnode-right nil)
(reverse-pre-order nil btnode-right btnode-left)
(reverse-in-order btnode-right nil btnode-left)
(reverse-post-order btnode-right btnode-left nil)))
(format t "~%")

(defun run-bfs-test-variations (variations)
(let ((orders (mapcar #'(lambda (x)
(mapcar #'(lambda (y) (cons x y))
'(left-to-right right-to-left)))
'(top-to-bottom bottom-to-top))))
(mapcar #'(lambda (test)
(format t (car test))
(map 'list #'(lambda (fnames)
(format t "~13A ~A : " (car fnames) (cdr fnames))
(apply (cadr test) (list root #'print-node
(cdr fnames) (car fnames)))
(format t "~%"))
(apply #'append orders))
(format t "~%"))
variations)))

(run-bfs-test-variations
'(("level order function : ~%" traverse-tree-by-level)
("level order function recursive : ~%" traverse-tree-by-level-recursive)
("level order function (odd only) : ~%" traverse-tree-by-level-only-odd)
("level order function (leaves only) : ~%" traverse-tree-by-level-only-leaves)))

))

Change log

72fa17dbae99 by Justin <jgrant27> on Oct 25, 2010   Diff
CL : breadth-first tree traversal -
another macro and test function
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Older revisions

0b6d48076593 by Justin Grant <jgrant27> on Oct 23, 2010   Diff
CL : tree traversal by level order -
cleanup and added leaves only test
c170c6ddaaf1 by Justin Grant <jgrant27> on Oct 23, 2010   Diff
CL : tree traversal - minor cleanup
591f65ca4dbb by Justin Grant <jgrant27> on Oct 23, 2010   Diff
tree traversal bfs :
unhygenic/anaphoric macros can be very
useful !
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