1 /*-------------------------------------------------------------------------
2  *
3  * binaryheap.c
4  *	  A simple binary heap implementation
5  *
6  * Portions Copyright (c) 2012-2016, PostgreSQL Global Development Group
7  *
8  * IDENTIFICATION
9  *	  src/backend/lib/binaryheap.c
10  *
11  *-------------------------------------------------------------------------
12  */
13 
14 #include "postgres.h"
15 
16 #include <math.h>
17 
18 #include "lib/binaryheap.h"
19 
20 static void sift_down(binaryheap *heap, int node_off);
21 static void sift_up(binaryheap *heap, int node_off);
22 static inline void swap_nodes(binaryheap *heap, int a, int b);
23 
24 /*
25  * binaryheap_allocate
26  *
27  * Returns a pointer to a newly-allocated heap that has the capacity to
28  * store the given number of nodes, with the heap property defined by
29  * the given comparator function, which will be invoked with the additional
30  * argument specified by 'arg'.
31  */
32 binaryheap *
binaryheap_allocate(int capacity,binaryheap_comparator compare,void * arg)33 binaryheap_allocate(int capacity, binaryheap_comparator compare, void *arg)
34 {
35 	int			sz;
36 	binaryheap *heap;
37 
38 	sz = offsetof(binaryheap, bh_nodes) +sizeof(Datum) * capacity;
39 	heap = (binaryheap *) palloc(sz);
40 	heap->bh_space = capacity;
41 	heap->bh_compare = compare;
42 	heap->bh_arg = arg;
43 
44 	heap->bh_size = 0;
45 	heap->bh_has_heap_property = true;
46 
47 	return heap;
48 }
49 
50 /*
51  * binaryheap_reset
52  *
53  * Resets the heap to an empty state, losing its data content but not the
54  * parameters passed at allocation.
55  */
56 void
binaryheap_reset(binaryheap * heap)57 binaryheap_reset(binaryheap *heap)
58 {
59 	heap->bh_size = 0;
60 	heap->bh_has_heap_property = true;
61 }
62 
63 /*
64  * binaryheap_free
65  *
66  * Releases memory used by the given binaryheap.
67  */
68 void
binaryheap_free(binaryheap * heap)69 binaryheap_free(binaryheap *heap)
70 {
71 	pfree(heap);
72 }
73 
74 /*
75  * These utility functions return the offset of the left child, right
76  * child, and parent of the node at the given index, respectively.
77  *
78  * The heap is represented as an array of nodes, with the root node
79  * stored at index 0. The left child of node i is at index 2*i+1, and
80  * the right child at 2*i+2. The parent of node i is at index (i-1)/2.
81  */
82 
83 static inline int
left_offset(int i)84 left_offset(int i)
85 {
86 	return 2 * i + 1;
87 }
88 
89 static inline int
right_offset(int i)90 right_offset(int i)
91 {
92 	return 2 * i + 2;
93 }
94 
95 static inline int
parent_offset(int i)96 parent_offset(int i)
97 {
98 	return (i - 1) / 2;
99 }
100 
101 /*
102  * binaryheap_add_unordered
103  *
104  * Adds the given datum to the end of the heap's list of nodes in O(1) without
105  * preserving the heap property. This is a convenience to add elements quickly
106  * to a new heap. To obtain a valid heap, one must call binaryheap_build()
107  * afterwards.
108  */
109 void
binaryheap_add_unordered(binaryheap * heap,Datum d)110 binaryheap_add_unordered(binaryheap *heap, Datum d)
111 {
112 	if (heap->bh_size >= heap->bh_space)
113 		elog(ERROR, "out of binary heap slots");
114 	heap->bh_has_heap_property = false;
115 	heap->bh_nodes[heap->bh_size] = d;
116 	heap->bh_size++;
117 }
118 
119 /*
120  * binaryheap_build
121  *
122  * Assembles a valid heap in O(n) from the nodes added by
123  * binaryheap_add_unordered(). Not needed otherwise.
124  */
125 void
binaryheap_build(binaryheap * heap)126 binaryheap_build(binaryheap *heap)
127 {
128 	int			i;
129 
130 	for (i = parent_offset(heap->bh_size - 1); i >= 0; i--)
131 		sift_down(heap, i);
132 	heap->bh_has_heap_property = true;
133 }
134 
135 /*
136  * binaryheap_add
137  *
138  * Adds the given datum to the heap in O(log n) time, while preserving
139  * the heap property.
140  */
141 void
binaryheap_add(binaryheap * heap,Datum d)142 binaryheap_add(binaryheap *heap, Datum d)
143 {
144 	if (heap->bh_size >= heap->bh_space)
145 		elog(ERROR, "out of binary heap slots");
146 	heap->bh_nodes[heap->bh_size] = d;
147 	heap->bh_size++;
148 	sift_up(heap, heap->bh_size - 1);
149 }
150 
151 /*
152  * binaryheap_first
153  *
154  * Returns a pointer to the first (root, topmost) node in the heap
155  * without modifying the heap. The caller must ensure that this
156  * routine is not used on an empty heap. Always O(1).
157  */
158 Datum
binaryheap_first(binaryheap * heap)159 binaryheap_first(binaryheap *heap)
160 {
161 	Assert(!binaryheap_empty(heap) && heap->bh_has_heap_property);
162 	return heap->bh_nodes[0];
163 }
164 
165 /*
166  * binaryheap_remove_first
167  *
168  * Removes the first (root, topmost) node in the heap and returns a
169  * pointer to it after rebalancing the heap. The caller must ensure
170  * that this routine is not used on an empty heap. O(log n) worst
171  * case.
172  */
173 Datum
binaryheap_remove_first(binaryheap * heap)174 binaryheap_remove_first(binaryheap *heap)
175 {
176 	Assert(!binaryheap_empty(heap) && heap->bh_has_heap_property);
177 
178 	if (heap->bh_size == 1)
179 	{
180 		heap->bh_size--;
181 		return heap->bh_nodes[0];
182 	}
183 
184 	/*
185 	 * Swap the root and last nodes, decrease the size of the heap (i.e.
186 	 * remove the former root node) and sift the new root node down to its
187 	 * correct position.
188 	 */
189 	swap_nodes(heap, 0, heap->bh_size - 1);
190 	heap->bh_size--;
191 	sift_down(heap, 0);
192 
193 	return heap->bh_nodes[heap->bh_size];
194 }
195 
196 /*
197  * binaryheap_replace_first
198  *
199  * Replace the topmost element of a non-empty heap, preserving the heap
200  * property.  O(1) in the best case, or O(log n) if it must fall back to
201  * sifting the new node down.
202  */
203 void
binaryheap_replace_first(binaryheap * heap,Datum d)204 binaryheap_replace_first(binaryheap *heap, Datum d)
205 {
206 	Assert(!binaryheap_empty(heap) && heap->bh_has_heap_property);
207 
208 	heap->bh_nodes[0] = d;
209 
210 	if (heap->bh_size > 1)
211 		sift_down(heap, 0);
212 }
213 
214 /*
215  * Swap the contents of two nodes.
216  */
217 static inline void
swap_nodes(binaryheap * heap,int a,int b)218 swap_nodes(binaryheap *heap, int a, int b)
219 {
220 	Datum		swap;
221 
222 	swap = heap->bh_nodes[a];
223 	heap->bh_nodes[a] = heap->bh_nodes[b];
224 	heap->bh_nodes[b] = swap;
225 }
226 
227 /*
228  * Sift a node up to the highest position it can hold according to the
229  * comparator.
230  */
231 static void
sift_up(binaryheap * heap,int node_off)232 sift_up(binaryheap *heap, int node_off)
233 {
234 	while (node_off != 0)
235 	{
236 		int			cmp;
237 		int			parent_off;
238 
239 		/*
240 		 * If this node is smaller than its parent, the heap condition is
241 		 * satisfied, and we're done.
242 		 */
243 		parent_off = parent_offset(node_off);
244 		cmp = heap->bh_compare(heap->bh_nodes[node_off],
245 							   heap->bh_nodes[parent_off],
246 							   heap->bh_arg);
247 		if (cmp <= 0)
248 			break;
249 
250 		/*
251 		 * Otherwise, swap the node and its parent and go on to check the
252 		 * node's new parent.
253 		 */
254 		swap_nodes(heap, node_off, parent_off);
255 		node_off = parent_off;
256 	}
257 }
258 
259 /*
260  * Sift a node down from its current position to satisfy the heap
261  * property.
262  */
263 static void
sift_down(binaryheap * heap,int node_off)264 sift_down(binaryheap *heap, int node_off)
265 {
266 	while (true)
267 	{
268 		int			left_off = left_offset(node_off);
269 		int			right_off = right_offset(node_off);
270 		int			swap_off = 0;
271 
272 		/* Is the left child larger than the parent? */
273 		if (left_off < heap->bh_size &&
274 			heap->bh_compare(heap->bh_nodes[node_off],
275 							 heap->bh_nodes[left_off],
276 							 heap->bh_arg) < 0)
277 			swap_off = left_off;
278 
279 		/* Is the right child larger than the parent? */
280 		if (right_off < heap->bh_size &&
281 			heap->bh_compare(heap->bh_nodes[node_off],
282 							 heap->bh_nodes[right_off],
283 							 heap->bh_arg) < 0)
284 		{
285 			/* swap with the larger child */
286 			if (!swap_off ||
287 				heap->bh_compare(heap->bh_nodes[left_off],
288 								 heap->bh_nodes[right_off],
289 								 heap->bh_arg) < 0)
290 				swap_off = right_off;
291 		}
292 
293 		/*
294 		 * If we didn't find anything to swap, the heap condition is
295 		 * satisfied, and we're done.
296 		 */
297 		if (!swap_off)
298 			break;
299 
300 		/*
301 		 * Otherwise, swap the node with the child that violates the heap
302 		 * property; then go on to check its children.
303 		 */
304 		swap_nodes(heap, swap_off, node_off);
305 		node_off = swap_off;
306 	}
307 }
308