/** @file heap-def.h ** @brief Heap preprocessor metaprogram ** @author Andrea Vedaldi **/ /* Copyright (C) 2007-12 Andrea Vedaldi and Brian Fulkerson. All rights reserved. This file is part of the VLFeat library and is made available under the terms of the BSD license (see the COPYING file). */ /** @file heap-def.h A heap organizes an array of objects in a priority queue. This module is a template metaprogram that defines heap operations on array of generic objects, or even generic object containers. - @ref heap-def-overview "Overview" - @ref heap-def-overview-general "General usage" - @ref heap-def-tech "Technical details" @section heap-def-overview Overview To use @ref heap-def.h one must specify at least a prefix and the data type for the heap elements: @code #define VL_HEAP_prefix my_heap #define VL_HEAP_type float #include @endcode This code fragment defines a number of functions prefixed by ::VL_HEAP_prefix, such as @c my_heap_push (::VL_HEAP_push) and @c my_heap_pop (::VL_HEAP_pop), that implement the heap operations. These functions operate on an array that has type ::VL_HEAP_array. By default, this is defined to be: @code #define VL_HEAP_array VL_HEAP_type* #define VL_HEAP_array_const VL_HEAP_type const* @endcode The array itself is accessed uniquely by means of two functions: - ::VL_HEAP_cmp, that compares two array elements. The default implementation assumes that ::VL_HEAP_type is numeric. - ::VL_HEAP_swap, that swaps two array elements. The default implementation assumes that ::VL_HEAP_type can be copied by the @c = operator. The heap state is a integer @c numElements (of type ::vl_size) counting the number of elements of the array that are currently part of the heap and the content of the first @c numElements elements of the array. The portion of the array that constitutes the heap satisfies a certain invariant property (heap property, @ref heap-def-tech). From a user viewpoint, the most important consequence is that the first element of the array (the one of index 0) is also the smallest (according to ::VL_HEAP_cmp). Elements are added to the heap by ::VL_HEAP_push and removed from the heap by ::VL_HEAP_pop. A push operation adds to the heap the array element immediately after the last element already in the heap (i.e. the element of index @c numElements) and increases the number of heap elements @c numElements. Elements in the heap are swapped as required in order to maintain the heap consistency. Similarly, a pop operation removes the first (smaller) element from the heap and decreases the number of heap elements @c numElements. The values of nodes currently in the heap can be updated by ::VL_HEAP_update. Notice however that using this function requires knowing the index of the element that needs to be updated up to the swapping operations that the heap performs to maintain consistency. Typically, this requires redefining ::VL_HEAP_swap to keep track of such changes (@ref heap-def-overview-general). @subsection heap-def-overview-general General usage The heap container may be mapped to any type by reimplementing ::VL_HEAP_cmp and ::VL_HEAP_swap explicitly. For instance the following code redefines ::VL_HEAP_cmp to deal with the case in which the heap is an array of structures: @code typedef struct _S { int x ; } S ; int s_cmp (S const * v, vl_uindex a, vl_uindex b) { return v[a].x - v[b].x ; } #define VL_HEAP_prefix s_heap #define VL_HEAP_type S #define VL_HEAP_cmp s_cmp #include @endcode In the following example, the heap itself is an arbitrary structure: @code typedef struct _H { int* array ; } H ; int h_cmp (H const * h, vl_uindex a, vl_uindex b) { return h->array[a] - h->array[b] ; } int h_swap (H * h, vl_uindex a, vl_uindex b) { int t = h->array[a] ; h->array[a] = h->array[b] ; h->array[b] = t ; } #define VL_HEAP_prefix h_heap #define VL_HEAP_swap h_swap #define VL_HEAP_cmp h_cmp #include @endcode @section heap-def-tech Technical details The heap is organised as a binary tree with the property (heap property) that any node is not larger than any of its children. In particular, the root is the smallest node. @ref heap-def.h uses the standard binary tree representation as a linear array. Tree nodes are mapped to array elements as follows: array[0] corresponds to the root, array[1] and array[2] to the root left and right children and so on. In this way, the tree structure is fully specified by the total number of nodes N. Assuming that the heap has N nodes (from array[0] to array[N-1]), adding the node array[N] to the heap is done by a push down operation: if the node array[N] is smaller than its parent (violating the heap property) it is pushed down by swapping it with the parent, and so on recursively. Removing the smallest element array[0] with an heap of N nodes is done by swapping array[0] with array[N-1]. If then array[0] is larger than any of its children, it is swapped with the smallest of the two and so on recursively (push up operation). Restoring the heap property after an element array[i] has been modified can be done by a push up or push down operation on that node. **/ #include "host.h" #include #ifndef VL_HEAP_prefix #error "VL_HEAP_prefix must be defined" #endif #ifndef VL_HEAP_array #ifndef VL_HEAP_type #error "VL_HEAP_type must be defined if VL_HEAP_array is not" #endif #define VL_HEAP_array VL_HEAP_type* #define VL_HEAP_array_const VL_HEAP_type const* #endif #ifndef VL_HEAP_array_const #define VL_HEAP_array_const VL_HEAP_array #endif #ifdef __DOXYGEN__ #define VL_HEAP_prefix HeapObject /**< Prefix of the heap functions */ #define VL_HEAP_type HeapType /**< Data type of the heap elements */ #define VL_HEAP_array HeapType* /**< Data type of the heap container */ #define VL_HEAP_array HeapType const* /**< Const data type of the heap container */ #endif /* ---------------------------------------------------------------- */ #ifndef VL_HEAP_DEF_H #define VL_HEAP_DEF_H /** @internal @brief Get index of parent node ** @param index a node index. ** @return index of the parent node. **/ VL_INLINE vl_uindex vl_heap_parent (vl_uindex index) { if (index == 0) return 0 ; return (index - 1) / 2 ; } /** @internal @brief Get index of left child ** @param index a node index. ** @return index of the left child. **/ VL_INLINE vl_uindex vl_heap_left_child (vl_uindex index) { return 2 * index + 1 ; } /** @internal @brief Get index of right child ** @param index a node index. ** @return index of the right child. **/ VL_INLINE vl_uindex vl_heap_right_child (vl_uindex index) { return vl_heap_left_child (index) + 1 ; } /* VL_HEAP_DEF_H */ #endif /* ---------------------------------------------------------------- */ #if ! defined(VL_HEAP_cmp) || defined(__DOXYGEN__) #define VL_HEAP_cmp VL_XCAT(VL_HEAP_prefix, _cmp) /** @brief Compare two heap elements ** @param array heap array. ** @param indexA index of the first element @c A to compare. ** @param indexB index of the second element @c B to comapre. ** @return a negative number if @c AB. **/ VL_INLINE VL_HEAP_type VL_HEAP_cmp (VL_HEAP_array_const array, vl_uindex indexA, vl_uindex indexB) { return array[indexA] - array[indexB] ; } /* VL_HEAP_cmp */ #endif /* ---------------------------------------------------------------- */ #if ! defined(VL_HEAP_swap) || defined(__DOXYGEN__) #define VL_HEAP_swap VL_XCAT(VL_HEAP_prefix, _swap) /** @brief Swap two heap elements ** @param array array of nodes. ** @param array heap array. ** @param indexA index of the first node to swap. ** @param indexB index of the second node to swap. ** ** The function swaps the two heap elements @a a and @ b. The function ** uses a temporary element and the copy operator, which must be ** well defined for the heap elements. **/ VL_INLINE void VL_HEAP_swap (VL_HEAP_array array, vl_uindex indexA, vl_uindex indexB) { VL_HEAP_type t = array [indexA] ; array [indexA] = array [indexB] ; array [indexB] = t ; } /* VL_HEAP_swap */ #endif /* ---------------------------------------------------------------- */ #if ! defined(VL_HEAP_up) || defined(__DOXYGEN__) #define VL_HEAP_up VL_XCAT(VL_HEAP_prefix, _up) /** @brief Heap up operation ** @param array pointer to the heap array. ** @param heapSize size of the heap. ** @param index index of the node to push up. **/ VL_INLINE void VL_HEAP_up (VL_HEAP_array array, vl_size heapSize, vl_uindex index) { vl_uindex leftIndex = vl_heap_left_child (index) ; vl_uindex rightIndex = vl_heap_right_child (index) ; /* no childer: stop */ if (leftIndex >= heapSize) return ; /* only left childer: easy */ if (rightIndex >= heapSize) { if (VL_HEAP_cmp (array, index, leftIndex) > 0) { VL_HEAP_swap (array, index, leftIndex) ; } return ; } /* both childern */ { if (VL_HEAP_cmp (array, leftIndex, rightIndex) < 0) { /* swap with left */ if (VL_HEAP_cmp (array, index, leftIndex) > 0) { VL_HEAP_swap (array, index, leftIndex) ; VL_HEAP_up (array, heapSize, leftIndex) ; } } else { /* swap with right */ if (VL_HEAP_cmp (array, index, rightIndex) > 0) { VL_HEAP_swap (array, index, rightIndex) ; VL_HEAP_up (array, heapSize, rightIndex) ; } } } } /* VL_HEAP_up */ #endif /* ---------------------------------------------------------------- */ #if ! defined(VL_HEAP_down) || defined(__DOXYGEN__) #define VL_HEAP_down VL_XCAT(VL_HEAP_prefix, _down) /** @brief Heap down operation ** @param array pointer to the heap node array. ** @param index index of the node to push up. **/ VL_INLINE void VL_HEAP_down (VL_HEAP_array array, vl_uindex index) { vl_uindex parentIndex ; if (index == 0) return ; parentIndex = vl_heap_parent (index) ; if (VL_HEAP_cmp (array, index, parentIndex) < 0) { VL_HEAP_swap (array, index, parentIndex) ; VL_HEAP_down (array, parentIndex) ; } } /* VL_HEAP_down */ #endif /* ---------------------------------------------------------------- */ #if ! defined(VL_HEAP_push) || defined(__DOXYGEN__) #define VL_HEAP_push VL_XCAT(VL_HEAP_prefix, _push) /** @brief Heap push operation ** @param array pointer to the heap array. ** @param heapSize (in/out) size of the heap. ** ** The function adds to the heap the element of index @c heapSize ** and increments @c heapSize. **/ VL_INLINE void VL_HEAP_push (VL_HEAP_array array, vl_size *heapSize) { VL_HEAP_down (array, *heapSize) ; *heapSize += 1 ; } /* VL_HEAP_push */ #endif /* ---------------------------------------------------------------- */ #if ! defined(VL_HEAP_pop) || defined(__DOXYGEN__) #define VL_HEAP_pop VL_XCAT(VL_HEAP_prefix, _pop) /** @brief Heap pop operation ** @param array pointer to the heap array. ** @param heapSize (in/out) size of the heap. ** @return index of the popped element. ** ** The function extracts from the heap the element of index 0 ** (the smallest element) and decreases @c heapSize. ** ** The element extracted is moved as the first element after ** the heap end (thus it has index @c heapSize). For convenience, ** this index is returned by the function. ** ** Popping from an empty heap is undefined. **/ VL_INLINE vl_uindex VL_HEAP_pop (VL_HEAP_array array, vl_size *heapSize) { assert (*heapSize) ; *heapSize -= 1 ; VL_HEAP_swap (array, 0, *heapSize) ; if (*heapSize > 1) { VL_HEAP_up (array, *heapSize, 0) ; } return *heapSize ; } /* VL_HEAP_pop */ #endif /* ---------------------------------------------------------------- */ #if ! defined(VL_HEAP_update) || defined(__DOXYGEN__) #define VL_HEAP_update VL_XCAT(VL_HEAP_prefix, _update) /** @brief Heap update operation ** @param array pointer to the heap array. ** @param heapSize size of the heap. ** @param index index of the node to update. ** ** The function updates the heap to account for a change to the ** element of index @c index in the heap. ** ** Notice that using this ** function requires knowing the index of the heap index of ** element that was changed. Since the heap swaps elements in the ** array, this is in general different from the index that that ** element had originally. **/ VL_INLINE void VL_HEAP_update (VL_HEAP_array array, vl_size heapSize, vl_uindex index) { VL_HEAP_up (array, heapSize, index) ; VL_HEAP_down (array, index) ; } /* VL_HEAP_update */ #endif /* ---------------------------------------------------------------- */ #undef VL_HEAP_cmp #undef VL_HEAP_swap #undef VL_HEAP_up #undef VL_HEAP_down #undef VL_HEAP_push #undef VL_HEAP_pop #undef VL_HEAP_update #undef VL_HEAP_prefix #undef VL_HEAP_type #undef VL_HEAP_array #undef VL_HEAP_array_const