cu_unionfind.c

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/**********************************************************************
 *
 * PostGIS - Spatial Types for PostgreSQL
 * http://postgis.net
 *
 * Copyright 2015 Daniel Baston
 *
 * This is free software; you can redistribute and/or modify it under
 * the terms of the GNU General Public Licence. See the COPYING file.
 *
 **********************************************************************/
 
#include "CUnit/Basic.h"
 
#include "../lwunionfind.h"
#include "cu_tester.h"
 
static void test_unionfind_create(void)
{
        UNIONFIND *uf = UF_create(10);
 
        uint32_t expected_initial_ids[] =   { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 };
        uint32_t expected_initial_sizes[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 };
 
        ASSERT_INT_EQUAL(uf->N, 10);
        ASSERT_INT_EQUAL(uf->num_clusters, 10);
        ASSERT_INTARRAY_EQUAL(uf->clusters, expected_initial_ids, 10);
        ASSERT_INTARRAY_EQUAL(uf->cluster_sizes, expected_initial_sizes, 10);
 
        UF_destroy(uf);
}
 
static void test_unionfind_union(void)
{
        UNIONFIND *uf = UF_create(10);
 
        UF_union(uf, 0, 7); /* both have size = 1, so 7 becomes 0 */
        UF_union(uf, 3, 2); /* both have size = 1, so 3 becomes 2 */
        UF_union(uf, 8, 7); /* add 8 (smaller) to 0-7 (larger)    */
        UF_union(uf, 1, 2); /* add 1 (smaller) to 2-3 (larger)    */
 
        uint32_t expected_final_ids[] =   { 0, 2, 2, 2, 4, 5, 6, 0, 0, 9 };
        uint32_t expected_final_sizes[] = { 3, 0, 3, 0, 1, 1, 1, 0, 0, 1 };
 
        ASSERT_INT_EQUAL(uf->N, 10);
        ASSERT_INT_EQUAL(uf->num_clusters, 6);
        ASSERT_INTARRAY_EQUAL(uf->clusters, expected_final_ids, 10);
        ASSERT_INTARRAY_EQUAL(uf->cluster_sizes, expected_final_sizes, 10);
 
        UF_destroy(uf);
}
 
static void test_unionfind_ordered_by_cluster(void)
{
        uint32_t final_clusters[] = { 0, 2, 2, 2, 4, 5, 6, 0, 0, 2 };
        uint32_t final_sizes[]    = { 3, 0, 4, 0, 1, 1, 1, 0, 0, 0 };
 
        /* Manually create UF at desired final state */
        UNIONFIND uf =
        {
                .N = 10,
                .num_clusters = 5,
                .clusters = final_clusters,
                .cluster_sizes = final_sizes
        };
 
        uint32_t* ids_by_cluster = UF_ordered_by_cluster(&uf);
 
        char encountered_cluster[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 };
 
        uint32_t i;
        for (i = 0; i < uf.N; i++)
        {
                uint32_t c = final_clusters[ids_by_cluster[i]];
                if (!encountered_cluster[c])
                {
                        encountered_cluster[c] = 1;
                }
                else
                {
                        /* If we've seen an element of this cluster before, then the
                         * current cluster must be the same as the previous cluster. */
                        uint32_t c_prev = final_clusters[ids_by_cluster[i-1]];
                        CU_ASSERT_EQUAL(c, c_prev);
                }
        }
        lwfree(ids_by_cluster);
}
 
static void test_unionfind_path_compression(void)
{
        UNIONFIND* uf = UF_create(5);
        uint32_t i;
 
        uf->clusters[1] = 0;
        uf->clusters[2] = 1;
        uf->clusters[3] = 2;
        uf->clusters[4] = 3;
 
        /* Calling "find" on a leaf should attach all nodes between the root and the
         * leaf directly to the root. */
        uint32_t root = UF_find(uf, 4);
        for (i = 0; i < uf->N; i++)
        {
                /* Verify that all cluster references have been updated to point
                 * directly to the root. */
                CU_ASSERT_EQUAL(root, uf->clusters[i]);
        }
 
        UF_destroy(uf);
}
 
static void test_unionfind_collapse_cluster_ids(void)
{
        UNIONFIND* uf = UF_create(10);
 
        uf->clusters[0] = 8;
        uf->clusters[1] = 5;
        uf->clusters[2] = 5;
        uf->clusters[3] = 5;
        uf->clusters[4] = 7;
        uf->clusters[5] = 5;
        uf->clusters[6] = 8;
        uf->clusters[7] = 7;
        uf->clusters[8] = 8;
        uf->clusters[9] = 7;
 
        uf->cluster_sizes[0] = 3;
        uf->cluster_sizes[1] = 4;
        uf->cluster_sizes[2] = 4;
        uf->cluster_sizes[3] = 4;
        uf->cluster_sizes[4] = 3;
        uf->cluster_sizes[5] = 4;
        uf->cluster_sizes[6] = 3;
        uf->cluster_sizes[7] = 3;
        uf->cluster_sizes[8] = 3;
        uf->cluster_sizes[9] = 3;
 
        /* 5 -> 0
         * 7 -> 1
         * 8 -> 2
         */
        uint32_t expected_collapsed_ids[] = { 2, 0, 0, 0, 1, 0, 2, 1, 2, 1 };
        uint32_t* collapsed_ids = UF_get_collapsed_cluster_ids(uf, NULL);
 
        ASSERT_INTARRAY_EQUAL(collapsed_ids, expected_collapsed_ids, 10);
 
        lwfree(collapsed_ids);
 
        char is_in_cluster[] = { 0, 1, 1, 1, 0, 1, 0, 0, 0, 0 };
        uint32_t expected_collapsed_ids2[] = { 8, 0, 0, 0, 7, 0, 8, 7, 8, 7 };
 
        collapsed_ids = UF_get_collapsed_cluster_ids(uf, is_in_cluster);
        uint32_t i;
        for (i = 0; i < uf->N; i++)
        {
                if (is_in_cluster[i])
                        ASSERT_INT_EQUAL(expected_collapsed_ids2[i], collapsed_ids[i]);
        }
 
        lwfree(collapsed_ids);
        UF_destroy(uf);
}
 
void unionfind_suite_setup(void);
void unionfind_suite_setup(void)
{
        CU_pSuite suite = CU_add_suite("clustering_unionfind", NULL, NULL);
        PG_ADD_TEST(suite, test_unionfind_create);
        PG_ADD_TEST(suite, test_unionfind_union);
        PG_ADD_TEST(suite, test_unionfind_ordered_by_cluster);
        PG_ADD_TEST(suite, test_unionfind_path_compression);
        PG_ADD_TEST(suite, test_unionfind_collapse_cluster_ids);
}