/* SPDX-License-Identifier: GPL-2.0-or-later */ /** \file * \ingroup bli * \brief A KD-tree for nearest neighbor search. */ #include "BLI_compiler_attrs.h" #include "BLI_sys_types.h" #define _BLI_CONCAT_AUX(MACRO_ARG1, MACRO_ARG2) MACRO_ARG1##MACRO_ARG2 #define _BLI_CONCAT(MACRO_ARG1, MACRO_ARG2) _BLI_CONCAT_AUX(MACRO_ARG1, MACRO_ARG2) #define BLI_kdtree_nd_(id) _BLI_CONCAT(KDTREE_PREFIX_ID, _##id) struct KDTree; typedef struct KDTree KDTree; typedef struct KDTreeNearest { int index; float dist; float co[KD_DIMS]; } KDTreeNearest; KDTree *BLI_kdtree_nd_(new)(unsigned int maxsize); void BLI_kdtree_nd_(free)(KDTree *tree); void BLI_kdtree_nd_(balance)(KDTree *tree) ATTR_NONNULL(1); void BLI_kdtree_nd_(insert)(KDTree *tree, int index, const float co[KD_DIMS]) ATTR_NONNULL(1, 3); int BLI_kdtree_nd_(find_nearest)(const KDTree *tree, const float co[KD_DIMS], KDTreeNearest *r_nearest) ATTR_NONNULL(1, 2); int BLI_kdtree_nd_(find_nearest_n)(const KDTree *tree, const float co[KD_DIMS], KDTreeNearest *r_nearest, uint nearest_len_capacity) ATTR_NONNULL(1, 2, 3); int BLI_kdtree_nd_(range_search)(const KDTree *tree, const float co[KD_DIMS], KDTreeNearest **r_nearest, float range) ATTR_NONNULL(1, 2) ATTR_WARN_UNUSED_RESULT; int BLI_kdtree_nd_(find_nearest_cb)( const KDTree *tree, const float co[KD_DIMS], int (*filter_cb)(void *user_data, int index, const float co[KD_DIMS], float dist_sq), void *user_data, KDTreeNearest *r_nearest); void BLI_kdtree_nd_(range_search_cb)( const KDTree *tree, const float co[KD_DIMS], float range, bool (*search_cb)(void *user_data, int index, const float co[KD_DIMS], float dist_sq), void *user_data); int BLI_kdtree_nd_(calc_duplicates_fast)(const KDTree *tree, float range, bool use_index_order, int *doubles); int BLI_kdtree_nd_(deduplicate)(KDTree *tree); /** Versions of find/range search that take a squared distance callback to support bias. */ int BLI_kdtree_nd_(find_nearest_n_with_len_squared_cb)( const KDTree *tree, const float co[KD_DIMS], KDTreeNearest *r_nearest, uint nearest_len_capacity, float (*len_sq_fn)(const float co_search[KD_DIMS], const float co_test[KD_DIMS], const void *user_data), const void *user_data) ATTR_NONNULL(1, 2, 3); int BLI_kdtree_nd_(range_search_with_len_squared_cb)( const KDTree *tree, const float co[KD_DIMS], KDTreeNearest **r_nearest, float range, float (*len_sq_fn)(const float co_search[KD_DIMS], const float co_test[KD_DIMS], const void *user_data), const void *user_data) ATTR_NONNULL(1, 2) ATTR_WARN_UNUSED_RESULT; #undef _BLI_CONCAT_AUX #undef _BLI_CONCAT #undef BLI_kdtree_nd_