;;;; 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") ;;; Like CMU CL, we use HEAPSORT. However, other than that, this code ;;; isn't really related to the CMU CL code, since instead of trying ;;; to generalize the CMU CL code to allow START and END values, this ;;; code has been written from scratch following Chapter 7 of ;;; _Introduction to Algorithms_ by Corman, Rivest, and Shamir. (macrolet ((%index (x) `(truly-the index ,x)) (%parent (i) `(ash ,i -1)) (%left (i) `(%index (ash ,i 1))) (%right (i) `(%index (1+ (ash ,i 1)))) (%heapify (i) `(do* ((i ,i) (left (%left i) (%left i))) ((> left current-heap-size)) (declare (type index i left)) (let* ((i-elt (%elt i)) (i-key (funcall keyfun i-elt)) (left-elt (%elt left)) (left-key (funcall keyfun left-elt))) (multiple-value-bind (large large-elt large-key) (if (funcall predicate i-key left-key) (values left left-elt left-key) (values i i-elt i-key)) (let ((right (%right i))) (multiple-value-bind (largest largest-elt) (if (> right current-heap-size) (values large large-elt) (let* ((right-elt (%elt right)) (right-key (funcall keyfun right-elt))) (if (funcall predicate large-key right-key) (values right right-elt) (values large large-elt)))) (cond ((= largest i) (return)) (t (setf (%elt i) largest-elt (%elt largest) i-elt i largest))))))))) (%sort-vector (keyfun &optional (vtype 'vector)) `(macrolet (;; KLUDGE: In SBCL ca. 0.6.10, I had trouble getting ;; type inference to propagate all the way ;; through this tangled mess of inlining. The ;; TRULY-THE here works around that. -- WHN (%elt (i) `(aref (truly-the ,',vtype vector) (%index (+ (%index ,i) start-1))))) (let ((start-1 (1- start)) ; Heaps prefer 1-based addressing. (current-heap-size (- end start)) (keyfun ,keyfun)) (declare (type (integer -1 #.(1- most-positive-fixnum)) start-1)) (declare (type index current-heap-size)) (declare (type function keyfun)) (loop for i of-type index from (ash current-heap-size -1) downto 1 do (%heapify i)) (loop (when (< current-heap-size 2) (return)) (rotatef (%elt 1) (%elt current-heap-size)) (decf current-heap-size) (%heapify 1)))))) (declaim (inline sort-vector)) (defun sort-vector (vector start end predicate key) (declare (type vector vector)) (declare (type index start end)) (declare (type function predicate)) (declare (type (or function null) key)) ;; This used to be (OPTIMIZE (SPEED 3) (SAFETY 3)), but now ;; (0.7.1.39) that (SAFETY 3) means "absolutely safe (including ;; expensive things like %DETECT-STACK-EXHAUSTION)" we get closer ;; to what we want by using (SPEED 2) (SAFETY 2): "pretty fast, ;; pretty safe, and safety is no more important than speed". (declare (optimize (speed 2) (safety 2) (debug 1) (space 1))) (if (typep vector 'simple-vector) ;; (VECTOR T) is worth optimizing for, and SIMPLE-VECTOR is ;; what we get from (VECTOR T) inside WITH-ARRAY-DATA. (if (null key) ;; Special-casing the KEY=NIL case lets us avoid some ;; function calls. (%sort-vector #'identity simple-vector) (%sort-vector key simple-vector)) ;; It's hard to anticipate many speed-critical applications for ;; sorting vector types other than (VECTOR T), so we just lump ;; them all together in one slow dynamically typed mess. (locally (declare (optimize (speed 2) (space 2) (inhibit-warnings 3))) (%sort-vector (or key #'identity)))))) ;;; This is MAYBE-INLINE because it's not too hard to have an ;;; application where sorting is a major bottleneck, and inlining it ;;; allows the compiler to make enough optimizations that it might be ;;; worth the (large) cost in space. (declaim (maybe-inline sort)) (defun sort (sequence predicate &key key) #!+sb-doc "Destructively sort SEQUENCE. PREDICATE should return non-NIL if ARG1 is to precede ARG2." (let ((predicate-function (%coerce-callable-to-fun predicate)) (key-function (and key (%coerce-callable-to-fun key)))) (typecase sequence (list (sort-list sequence predicate-function key-function)) (vector (with-array-data ((vector (the vector sequence)) (start 0) (end (length sequence))) (sort-vector vector start end predicate-function key-function)) sequence) (t (error 'simple-type-error :datum sequence :expected-type 'sequence :format-control "~S is not a sequence." :format-arguments (list sequence)))))) ;;;; 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 "Merge the sequences SEQUENCE1 and SEQUENCE2 destructively 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)))))