;;;; SORT and friends ;;;; This software is part of the SBCL system. See the README file for ;;;; more information. ;;;; ;;;; This software is derived from the CMU CL system, which was ;;;; written at Carnegie Mellon University and released into the ;;;; public domain. The software is in the public domain and is ;;;; provided with absolutely no warranty. See the COPYING and CREDITS ;;;; files for more information. (in-package "SB!IMPL") (defun sort (sequence predicate &key key) #!+sb-doc "Destructively sort SEQUENCE. PREDICATE should return non-NIL if ARG1 is to precede ARG2." (typecase sequence (simple-vector (if (> (the fixnum (length (the simple-vector sequence))) 0) (sort-simple-vector sequence predicate key) sequence)) (list (sort-list sequence predicate key)) (vector (if (> (the fixnum (length sequence)) 0) (sort-vector sequence predicate key) sequence)) (t (error 'simple-type-error :datum sequence :expected-type 'sequence :format-control "~S is not a SEQUENCE." :format-arguments (list sequence))))) ;;;; sorting vectors ;;; Make sorting functions for SIMPLE-VECTOR and miscellaneous other VECTORs. (macrolet (;; BUILD-HEAP rearranges seq elements into a heap to start heap ;; sorting. (build-heap (seq type len-1 pred key) (let ((i (gensym))) `(do ((,i (floor ,len-1 2) (1- ,i))) ((minusp ,i) ,seq) (declare (fixnum ,i)) (heapify ,seq ,type ,i ,len-1 ,pred ,key)))) ;; HEAPIFY, assuming both sons of root are heaps, ;; percolates the root element through the sons to form a ;; heap at root. Root and max are zero based coordinates, ;; but the heap algorithm only works on arrays indexed from ;; 1 through N (not 0 through N-1); This is because a root ;; at I has sons at 2*I and 2*I+1 which does not work for a ;; root at 0. Because of this, boundaries, roots, and ;; termination are computed using 1..N indexes. (heapify (seq vector-ref root max pred key) (let ((heap-root (gensym)) (heap-max (gensym)) (root-ele (gensym)) (root-key (gensym)) (heap-max/2 (gensym)) (heap-l-son (gensym)) (one-son (gensym)) (one-son-ele (gensym)) (one-son-key (gensym)) (r-son-ele (gensym)) (r-son-key (gensym)) (var-root (gensym))) `(let* ((,var-root ,root) ; (necessary to not clobber calling ; root var) (,heap-root (1+ ,root)) (,heap-max (1+ ,max)) (,root-ele (,vector-ref ,seq ,root)) (,root-key (apply-key ,key ,root-ele)) (,heap-max/2 (ash ,heap-max -1))) ; (floor heap-max 2) (declare (fixnum ,var-root ,heap-root ,heap-max ,heap-max/2)) (loop (if (> ,heap-root ,heap-max/2) (return)) (let* ((,heap-l-son (ash ,heap-root 1)) ; (* 2 heap-root) ;; l-son index in seq (0..N-1) is one less than heap ;; computation. (,one-son (1- ,heap-l-son)) (,one-son-ele (,vector-ref ,seq ,one-son)) (,one-son-key (apply-key ,key ,one-son-ele))) (declare (fixnum ,heap-l-son ,one-son)) (if (< ,heap-l-son ,heap-max) ;; There is a right son. (let* ((,r-son-ele (,vector-ref ,seq ,heap-l-son)) (,r-son-key (apply-key ,key ,r-son-ele))) ;; Choose the greater of the two sons. (when (funcall ,pred ,one-son-key ,r-son-key) (setf ,one-son ,heap-l-son) (setf ,one-son-ele ,r-son-ele) (setf ,one-son-key ,r-son-key)))) ;; If greater son is less than root, then we've ;; formed a heap again.. (if (funcall ,pred ,one-son-key ,root-key) (return)) ;; ..else put greater son at root and make ;; greater son node be the root. (setf (,vector-ref ,seq ,var-root) ,one-son-ele) (setf ,heap-root (1+ ,one-son)) ; (one plus to be in heap coordinates) (setf ,var-root ,one-son))) ; actual index into vector for root ele ;; Now really put percolated value into heap at the ;; appropriate root node. (setf (,vector-ref ,seq ,var-root) ,root-ele)))) (def-vector-sort-fun (fun-name vector-ref) `(defun ,fun-name (seq pred key) (let ((len-1 (1- (length (the vector seq))))) (declare (fixnum len-1)) (build-heap seq ,vector-ref len-1 pred key) (do* ((i len-1 i-1) (i-1 (1- i) (1- i-1))) ((zerop i) seq) (declare (fixnum i i-1)) (rotatef (,vector-ref seq 0) (,vector-ref seq i)) (heapify seq ,vector-ref 0 i-1 pred key)))))) (def-vector-sort-fun sort-vector aref) (def-vector-sort-fun sort-simple-vector svref)) ;;;; stable sorting (defun stable-sort (sequence predicate &key key) #!+sb-doc "Destructively sorts sequence. Predicate should return non-Nil if Arg1 is to precede Arg2." (typecase sequence (simple-vector (stable-sort-simple-vector sequence predicate key)) (list (sort-list sequence predicate key)) (vector (stable-sort-vector sequence predicate key)) (t (error 'simple-type-error :datum sequence :expected-type 'sequence :format-control "~S is not a sequence." :format-arguments (list sequence))))) ;;; stable sort of lists ;;; SORT-LIST uses a bottom up merge sort. First a pass is made over ;;; the list grabbing one element at a time and merging it with the ;;; next one form pairs of sorted elements. Then n is doubled, and ;;; elements are taken in runs of two, merging one run with the next ;;; to form quadruples of sorted elements. This continues until n is ;;; large enough that the inner loop only runs for one iteration; that ;;; is, there are only two runs that can be merged, the first run ;;; starting at the beginning of the list, and the second being the ;;; remaining elements. (defun sort-list (list pred key) (let ((head (cons :header list)) ; head holds on to everything (n 1) ; bottom-up size of lists to be merged unsorted ; unsorted is the remaining list to be ; broken into n size lists and merged list-1 ; list-1 is one length n list to be merged last) ; last points to the last visited cell (declare (fixnum n)) (loop ;; start collecting runs of n at the first element (setf unsorted (cdr head)) ;; tack on the first merge of two n-runs to the head holder (setf last head) (let ((n-1 (1- n))) (declare (fixnum n-1)) (loop (setf list-1 unsorted) (let ((temp (nthcdr n-1 list-1)) list-2) (cond (temp ;; there are enough elements for a second run (setf list-2 (cdr temp)) (setf (cdr temp) nil) (setf temp (nthcdr n-1 list-2)) (cond (temp (setf unsorted (cdr temp)) (setf (cdr temp) nil)) ;; the second run goes off the end of the list (t (setf unsorted nil))) (multiple-value-bind (merged-head merged-last) (merge-lists* list-1 list-2 pred key) (setf (cdr last) merged-head) (setf last merged-last)) (if (null unsorted) (return))) ;; if there is only one run, then tack it on to the end (t (setf (cdr last) list-1) (return))))) (setf n (ash n 1)) ; (+ n n) ;; If the inner loop only executed once, then there were only ;; enough elements for two runs given n, so all the elements ;; have been merged into one list. This may waste one outer ;; iteration to realize. (if (eq list-1 (cdr head)) (return list-1)))))) ;;; APPLY-PRED saves us a function call sometimes. (eval-when (:compile-toplevel :execute) (sb!xc:defmacro apply-pred (one two pred key) `(if ,key (funcall ,pred (funcall ,key ,one) (funcall ,key ,two)) (funcall ,pred ,one ,two))) ) ; EVAL-WHEN (defvar *merge-lists-header* (list :header)) ;;; MERGE-LISTS* originally written by Jim Large. ;;; modified to return a pointer to the end of the result ;;; and to not cons header each time its called. ;;; It destructively merges list-1 with list-2. In the resulting ;;; list, elements of list-2 are guaranteed to come after equal elements ;;; of list-1. (defun merge-lists* (list-1 list-2 pred key) (do* ((result *merge-lists-header*) (P result)) ; points to last cell of result ((or (null list-1) (null list-2)) ; done when either list used up (if (null list-1) ; in which case, append the (rplacd p list-2) ; other list (rplacd p list-1)) (do ((drag p lead) (lead (cdr p) (cdr lead))) ((null lead) (values (prog1 (cdr result) ; Return the result sans header (rplacd result nil)) ; (free memory, be careful) drag)))) ; and return pointer to last element. (cond ((apply-pred (car list-2) (car list-1) pred key) (rplacd p list-2) ; Append the lesser list to last cell of (setq p (cdr p)) ; result. Note: test must bo done for (pop list-2)) ; LIST-2 < LIST-1 so merge will be (T (rplacd p list-1) ; stable for LIST-1. (setq p (cdr p)) (pop list-1))))) ;;; stable sort of vectors ;;; Stable sorting vectors is done with the same algorithm used for ;;; lists, using a temporary vector to merge back and forth between it ;;; and the given vector to sort. (eval-when (:compile-toplevel :execute) ;;; STABLE-SORT-MERGE-VECTORS* takes a source vector with subsequences, ;;; start-1 (inclusive) ... end-1 (exclusive) and ;;; end-1 (inclusive) ... end-2 (exclusive), ;;; and merges them into a target vector starting at index start-1. (sb!xc:defmacro stable-sort-merge-vectors* (source target start-1 end-1 end-2 pred key source-ref target-ref) (let ((i (gensym)) (j (gensym)) (target-i (gensym))) `(let ((,i ,start-1) (,j ,end-1) ; start-2 (,target-i ,start-1)) (declare (fixnum ,i ,j ,target-i)) (loop (cond ((= ,i ,end-1) (loop (if (= ,j ,end-2) (return)) (setf (,target-ref ,target ,target-i) (,source-ref ,source ,j)) (incf ,target-i) (incf ,j)) (return)) ((= ,j ,end-2) (loop (if (= ,i ,end-1) (return)) (setf (,target-ref ,target ,target-i) (,source-ref ,source ,i)) (incf ,target-i) (incf ,i)) (return)) ((apply-pred (,source-ref ,source ,j) (,source-ref ,source ,i) ,pred ,key) (setf (,target-ref ,target ,target-i) (,source-ref ,source ,j)) (incf ,j)) (t (setf (,target-ref ,target ,target-i) (,source-ref ,source ,i)) (incf ,i))) (incf ,target-i))))) ;;; VECTOR-MERGE-SORT is the same algorithm used to stable sort lists, but ;;; it uses a temporary vector. Direction determines whether we are merging ;;; into the temporary (T) or back into the given vector (NIL). (sb!xc:defmacro vector-merge-sort (vector pred key vector-ref) (let ((vector-len (gensym)) (n (gensym)) (direction (gensym)) (unsorted (gensym)) (start-1 (gensym)) (end-1 (gensym)) (end-2 (gensym)) (temp-len (gensym)) (i (gensym))) `(let ((,vector-len (length (the vector ,vector))) (,n 1) ; bottom-up size of contiguous runs to be merged (,direction t) ; t vector --> temp nil temp --> vector (,temp-len (length (the simple-vector *merge-sort-temp-vector*))) (,unsorted 0) ; unsorted..vector-len are the elements that need ; to be merged for a given n (,start-1 0)) ; one n-len subsequence to be merged with the next (declare (fixnum ,vector-len ,n ,temp-len ,unsorted ,start-1)) (if (> ,vector-len ,temp-len) (setf *merge-sort-temp-vector* (make-array (max ,vector-len (+ ,temp-len ,temp-len))))) (loop ;; for each n, we start taking n-runs from the start of the vector (setf ,unsorted 0) (loop (setf ,start-1 ,unsorted) (let ((,end-1 (+ ,start-1 ,n))) (declare (fixnum ,end-1)) (cond ((< ,end-1 ,vector-len) ;; there are enough elements for a second run (let ((,end-2 (+ ,end-1 ,n))) (declare (fixnum ,end-2)) (if (> ,end-2 ,vector-len) (setf ,end-2 ,vector-len)) (setf ,unsorted ,end-2) (if ,direction (stable-sort-merge-vectors* ,vector *merge-sort-temp-vector* ,start-1 ,end-1 ,end-2 ,pred ,key ,vector-ref svref) (stable-sort-merge-vectors* *merge-sort-temp-vector* ,vector ,start-1 ,end-1 ,end-2 ,pred ,key svref ,vector-ref)) (if (= ,unsorted ,vector-len) (return)))) ;; if there is only one run, copy those elements to the end (t (if ,direction (do ((,i ,start-1 (1+ ,i))) ((= ,i ,vector-len)) (declare (fixnum ,i)) (setf (svref *merge-sort-temp-vector* ,i) (,vector-ref ,vector ,i))) (do ((,i ,start-1 (1+ ,i))) ((= ,i ,vector-len)) (declare (fixnum ,i)) (setf (,vector-ref ,vector ,i) (svref *merge-sort-temp-vector* ,i)))) (return))))) ;; If the inner loop only executed once, then there were only enough ;; elements for two subsequences given n, so all the elements have ;; been merged into one list. Start-1 will have remained 0 upon exit. (when (zerop ,start-1) (if ,direction ;; if we just merged into the temporary, copy it all back ;; to the given vector. (dotimes (,i ,vector-len) (setf (,vector-ref ,vector ,i) (svref *merge-sort-temp-vector* ,i)))) (return ,vector)) (setf ,n (ash ,n 1)) ; (* 2 n) (setf ,direction (not ,direction)))))) ) ; EVAL-when ;;; Temporary vector for stable sorting vectors. (defvar *merge-sort-temp-vector* (make-array 50)) (declaim (simple-vector *merge-sort-temp-vector*)) (defun stable-sort-simple-vector (vector pred key) (declare (simple-vector vector)) (vector-merge-sort vector pred key svref)) (defun stable-sort-vector (vector pred key) (vector-merge-sort vector pred key aref)) ;;;; merging (eval-when (:compile-toplevel :execute) ;;; MERGE-VECTORS returns a new vector which contains an interleaving ;;; of the elements of vector-1 and vector-2. Elements from vector-2 are ;;; chosen only if they are strictly less than elements of vector-1, ;;; (pred elt-2 elt-1), as specified in the manual. (sb!xc:defmacro merge-vectors (vector-1 length-1 vector-2 length-2 result-vector pred key access) (let ((result-i (gensym)) (i (gensym)) (j (gensym))) `(let* ((,result-i 0) (,i 0) (,j 0)) (declare (fixnum ,result-i ,i ,j)) (loop (cond ((= ,i ,length-1) (loop (if (= ,j ,length-2) (return)) (setf (,access ,result-vector ,result-i) (,access ,vector-2 ,j)) (incf ,result-i) (incf ,j)) (return ,result-vector)) ((= ,j ,length-2) (loop (if (= ,i ,length-1) (return)) (setf (,access ,result-vector ,result-i) (,access ,vector-1 ,i)) (incf ,result-i) (incf ,i)) (return ,result-vector)) ((apply-pred (,access ,vector-2 ,j) (,access ,vector-1 ,i) ,pred ,key) (setf (,access ,result-vector ,result-i) (,access ,vector-2 ,j)) (incf ,j)) (t (setf (,access ,result-vector ,result-i) (,access ,vector-1 ,i)) (incf ,i))) (incf ,result-i))))) ) ; EVAL-WHEN (defun merge (result-type sequence1 sequence2 predicate &key key) #!+sb-doc "The sequences SEQUENCE1 and SEQUENCE2 are destructively merged into a sequence of type RESULT-TYPE using PREDICATE to order the elements." (if (eq result-type 'list) (let ((result (merge-lists* (coerce sequence1 'list) (coerce sequence2 'list) predicate key))) result) (let* ((vector-1 (coerce sequence1 'vector)) (vector-2 (coerce sequence2 'vector)) (length-1 (length vector-1)) (length-2 (length vector-2)) (result (make-sequence-of-type result-type (+ length-1 length-2)))) (declare (vector vector-1 vector-2) (fixnum length-1 length-2)) #!+high-security (aver (typep result result-type)) (if (and (simple-vector-p result) (simple-vector-p vector-1) (simple-vector-p vector-2)) (merge-vectors vector-1 length-1 vector-2 length-2 result predicate key svref) (merge-vectors vector-1 length-1 vector-2 length-2 result predicate key aref)))))