@(title "Heap") @(description "Mutable heap with priority-queue functions and O(1) membership-testing, which is useful for implementing e.g. A*") @(author "Peter Danenberg") @(username "klutometis") @(email "pcd@roxygen.org") (define-record-and-printer heap @("The heap data-structure" (>? "Greater-than relation for keys") (=? "Equal-to relation for keys") (inf "Infinity w.r.t. the inequality `>?'") (key "Key-accessor for heap-elements") (key-set! "Key-mutator for heap-elements") (datum "Datum-accessor for heap-elements") (data "Vector data-store underlying heap") (size "Size of the heap as distinct from size of data") (membership "Mapping from data to indices") (@to "heap")) >? =? inf key key-set! datum data size membership) (define (parent i) (- (inexact->exact (floor (/ (+ i 1) 2))) 1)) (define (left i) (+ (* 2 i) 1)) (define (right i) (+ (* 2 i) 1 1)) (define (heap-empty? heap) @("Is the heap empty?" (heap "The heap to check") (@to "boolean")) (zero? (heap-size heap))) (define (heap-length heap) (vector-length (heap-data heap))) (define (heap-ref heap i) (vector-ref (heap-data heap) i)) (define (heap-set! heap i x) (vector-set! (heap-data heap) i x) (hash-table-set! (heap-membership heap) ((heap-datum heap) x) i)) (define (heap-swap! heap i j) (vector-swap! (heap-data heap) i j) (hash-table-set! (heap-membership heap) ((heap-datum heap) (heap-ref heap i)) i) (hash-table-set! (heap-membership heap) ((heap-datum heap) (heap-ref heap j)) j)) (define (heap-index heap datum) @("For a given datum, determine its index in the heap; or return #f" (heap "The heap in which to check") (datum "The datum to check for") (@to "integer or #f")) (hash-table-ref/default (heap-membership heap) datum #f)) (define (heap-member? heap datum) @("Is this datum a member in the heap?" (heap "The heap in which to check") (datum "The datum to check for") (@to "boolean")) (and (heap-index heap datum) #t)) (define (heapify!/index heap i) @("Given a heap-index, reëstablish the heap-property." (heap "The heap in which to heapify") (i "The element-index to heapify")) (let ((heap->? (heap->? heap)) (heap-key (heap-key heap))) (let ((left (left i)) (right (right i))) (let* ((extremum (if (and (< left (heap-size heap)) (heap->? (heap-key (heap-ref heap left)) (heap-key (heap-ref heap i)))) left i)) (extremum (if (and (< right (heap-size heap)) (heap->? (heap-key (heap-ref heap right)) (heap-key (heap-ref heap extremum)))) right extremum))) (if (not (= extremum i)) (begin (heap-swap! heap i extremum) (heapify!/index heap extremum))))))) (define (heapify! heap datum) @("Given a heap-index, reëstablish the heap-property." (heap "The heap in which to heapify") (datum "The datum whose element to heapify")) (let ((i (heap-index heap datum))) (if i (heapify! heap i) (error "Datum not found -- HEAPIFY!")))) (define initial-heap-size @("Initial size of the heap data-store; exponentially resized on overflow.") (make-parameter 100)) (define make-max-heap @("Make a max-heap." (key "Key-accessor for heap-elements") (key-set! "Key-mutator for heap-elements") (datum "Datum-accessor for heap-elements") (data "Vector data-store underlying heap") (size "Size of the heap as distinct from size of data") (@to "max-heap")) (case-lambda (() (make-max-heap car set-car! cdr)) ((key key-set! datum) (make-max-heap key key-set! datum (make-vector (initial-heap-size)) 0)) ((key key-set! datum data) ;; It's always 0 here, isn't it, unless we're passing in a valid ;; heap? In which case: use the constructor directly. ;; ;; Should we build the heap automatically? (make-max-heap key key-set! datum data (vector-length data))) ((key key-set! datum data size) (make-heap > = -inf key key-set! datum data size (make-hash-table))))) (define make-min-heap @("Make a min-heap." (key "Key-accessor for heap-elements") (key-set! "Key-mutator for heap-elements") (datum "Datum-accessor for heap-elements") (data "Vector data-store underlying heap") (size "Size of the heap as distinct from size of data") (@to "min-heap")) (case-lambda (() (make-max-heap car set-car! cdr)) ((key key-set! datum) (make-max-heap key key-set! datum (make-vector (initial-heap-size)) 0)) ((key key-set! datum data) ;; It's always 0 here, isn't it, unless we're passing in a valid ;; heap? In which case: use the constructor directly. ;; ;; Should we build the heap automatically? (make-max-heap key key-set! datum data (vector-length data))) ((key key-set! datum data size) (make-heap < = +inf key key-set! datum data size (make-hash-table))))) (define (build-heap! heap) @("Heapify the entire data-store." (heap "The heap to heapify")) (heap-size-set! heap (vector-length (heap-data heap))) (let ((median (inexact->exact (floor (/ (heap-size heap) 2))))) ;; Should be i - 1 here? (do ((i (sub1 median) (sub1 i))) ((negative? i)) (heapify!/index heap i)))) (define (heap-extremum heap) @("Peak at the heap's extremum (min or max)." (heap "The heap at which to peek") (@to "extreme element")) (heap-ref heap 0)) (define (heap-extract-extremum! heap) @("Return and delete the heap's extremum (min or max)." (heap "The heap from which to extract") (@to "extreme element")) (if (zero? (heap-size heap)) (error "Heap underflow -- HEAP-EXTRACT-EXTREMUM!") (let ((extremum (heap-extremum heap))) (heap-set! heap 0 (heap-ref heap (- (heap-size heap) 1))) (heap-size-set! heap (- (heap-size heap) 1)) (heapify!/index heap 0) extremum))) (define (heap-change-key!/index heap i new-key) @("Change the key of the ith element to new-key along the heap-gradient." (heap "The heap in which to change") (i "The index of the element whose key to change") (new-key "The new key to assign to element i")) (let ((heap->? (heap->? heap)) (heap-=? (heap-=? heap)) (heap-key (heap-key heap))) (let ((old-key (heap-key (heap-ref heap i)))) (if (or (heap->? new-key old-key) (heap-=? new-key old-key)) (begin ((heap-key-set! heap) (heap-ref heap i) new-key) (do ((i i (parent i))) ;; Do we also need to check for (negative? i)? ((or (zero? i) (heap->? (heap-key (heap-ref heap (parent i))) (heap-key (heap-ref heap i))))) (heap-swap! heap i (parent i)))) (error "Key violates heap-gradient -- HEAP-CHANGE-KEY!"))))) (define (heap-change-key! heap datum new-key) @("Change the key of the element with datum to new-key along the heap-gradient." (heap "The heap in which to change") (datum "The datum whose key to change") (new-key "The new key to assign to element with datum")) (let ((i (heap-index heap datum))) (if i (heap-change-key!/index heap i new-key) (error "Datum not found -- HEAP-CHANGE-KEY!")))) (define (heap-insert! heap element) @("Insert a new element into the heap." (heap "The heap in which to insert") (element "The element to be inserted")) (let ((heap-size (heap-size heap))) (if (= heap-size (heap-length heap)) ;; Exponential resizing-strategy (heap-data-set! heap (vector-resize (heap-data heap) (* 2 heap-size)))) (heap-size-set! heap (+ heap-size 1)) (let ((key ((heap-key heap) element))) ((heap-key-set! heap) element (heap-inf heap)) (heap-set! heap heap-size element) (heap-change-key!/index heap heap-size key)))) (define (heap-delete!/index heap i) @("Delete the ith element from the heap" (heap "The heap from which to delete") (i "The index of the element to delete")) ;; Hypothesis (let ((heap-size (- (heap-size heap) 1))) (if (negative? heap-size) (error "Heap underflow -- HEAP-DELETE!") (let ((datum ((heap-datum heap) (heap-ref heap i)))) (hash-table-delete! (heap-membership heap) datum) (heap-size-set! heap heap-size) (heap-set! heap i (heap-ref heap heap-size)) (heapify!/index heap i))))) (define (heap-delete! heap datum) @("Delete the element with datum" (heap "The heap from which to delete") (datum "The datum whose element to delete")) (let ((i (heap-index heap datum))) (if i (heap-delete!/index heap i) (error "Datum not found -- HEAP-DELETE!"))))