util/rb_tree: Add augmented trees and interval trees
An "augmented tree" is a tree with extra data attached which flows from the leaves to the root. An "interval tree" is a datastructure of (potentially-overlapping) intervals where, in addition to inserting and removing intervals, we can quickly lookup all the intervals which overlap a given interval. After describing red-black trees, CLRS explains how it's possible to implement an interval tree using an augmented red-black tree where the nodes are ordered by interval start and each node also stores the maximum interval end for its entire subtree. Implement the interval tree extension described by CLRS. Iterating over all overlapping intervals is actually an exercise, so we have to solve the exercise. The recursive solution has been re-written to use the parent pointers to avoid needing a stack, similarly to rb_tree_first() and rb_node_next(). For now, we only implement unsigned intervals, but the core algorithms are all abstracted to allow other types. There's still some boilerplate, but it's the best that can be done in C. Part-of: <https://gitlab.freedesktop.org/mesa/mesa/-/merge_requests/22071>
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@@ -28,6 +28,8 @@
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#include <gtest/gtest.h>
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#include <limits.h>
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#include "macros.h"
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/* A list of 100 random numbers from 1 to 100. The number 30 is explicitly
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* missing from this list.
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*/
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@@ -46,8 +48,6 @@ int test_numbers[] = {
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#define NON_EXISTANT_NUMBER 30
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#define ARRAY_SIZE(a) (sizeof(a) / sizeof(*a))
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struct rb_test_node {
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int key;
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struct rb_node node;
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@@ -283,3 +283,86 @@ TEST(RBTreeTest, FindFirstOfMiddle)
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EXPECT_NE(rb_test_node_cmp(prev, n), 0);
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}
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struct uinterval_test_node {
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struct uinterval_node node;
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};
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static void
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validate_interval_search(struct rb_tree *tree,
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struct uinterval_test_node *nodes,
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int first_node, int last_node,
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unsigned start,
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unsigned end)
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{
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/* Count the number of intervals intersecting */
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unsigned actual_count = 0;
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for (int i = first_node; i <= last_node; i++) {
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if (nodes[i].node.interval.start <= end &&
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nodes[i].node.interval.end >= start)
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actual_count++;
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}
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/* iterate over matching intervals */
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struct uinterval interval = { start, end };
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unsigned max_val = 0;
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struct uinterval_test_node *prev = NULL;
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unsigned count = 0;
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uinterval_tree_foreach (struct uinterval_test_node, n, interval, tree, node) {
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assert(n->node.interval.start <= end &&
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n->node.interval.end >= start);
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/* Everything should be in increasing order */
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assert(n->node.interval.start >= max_val);
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if (n->node.interval.start > max_val) {
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max_val = n->node.interval.start;
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} else {
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/* Things should be stable, i.e., given equal keys, they should
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* show up in the list in order of insertion. We insert them
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* in the order they are in in the array.
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*/
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assert(prev == NULL || prev < n);
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}
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prev = n;
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count++;
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}
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assert(count == actual_count);
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}
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TEST(IntervalTreeTest, InsertAndSearch)
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{
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struct uinterval_test_node nodes[ARRAY_SIZE(test_numbers) / 2];
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struct rb_tree tree;
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rb_tree_init(&tree);
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for (unsigned i = 0; 2 * i < ARRAY_SIZE(test_numbers); i++) {
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nodes[i].node.interval.start = MIN2(test_numbers[2 * i], test_numbers[2 * i + 1]);
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nodes[i].node.interval.end = MAX2(test_numbers[2 * i], test_numbers[2 * i + 1]);
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uinterval_tree_insert(&tree, &nodes[i].node);
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rb_tree_validate(&tree);
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validate_interval_search(&tree, nodes, 0, i, 0, 100);
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validate_interval_search(&tree, nodes, 0, i, 0, 50);
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validate_interval_search(&tree, nodes, 0, i, 50, 100);
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validate_interval_search(&tree, nodes, 0, i, 0, 2);
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}
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for (unsigned i = 0; 2 * i < ARRAY_SIZE(test_numbers); i++) {
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uinterval_tree_remove(&tree, &nodes[i].node);
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rb_tree_validate(&tree);
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validate_interval_search(&tree, nodes, i + 1,
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ARRAY_SIZE(test_numbers) / 2 - 1,
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0, 100);
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validate_interval_search(&tree, nodes, i + 1,
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ARRAY_SIZE(test_numbers) / 2 - 1,
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0, 50);
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validate_interval_search(&tree, nodes, i + 1,
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ARRAY_SIZE(test_numbers) / 2 - 1,
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50, 100);
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validate_interval_search(&tree, nodes, i + 1,
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ARRAY_SIZE(test_numbers) / 2 - 1,
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0, 2);
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}
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}
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