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Unified Diff: ui/gfx/geometry/r_tree.h

Issue 269513002: readability review for luken (Closed) Base URL: https://chromium.googlesource.com/chromium/src.git@master
Patch Set: clang repairs Created 6 years, 6 months ago
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Index: ui/gfx/geometry/r_tree.h
diff --git a/ui/gfx/geometry/r_tree.h b/ui/gfx/geometry/r_tree.h
index 7eb69917364e646e078332cab9a115d1e91c41cd..2fd317198f9918587bbd069debefa14dbf80f018 100644
--- a/ui/gfx/geometry/r_tree.h
+++ b/ui/gfx/geometry/r_tree.h
@@ -2,22 +2,7 @@
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
-#ifndef UI_GFX_GEOMETRY_R_TREE_H_
-#define UI_GFX_GEOMETRY_R_TREE_H_
-
-#include <vector>
-
-#include "base/containers/hash_tables.h"
-#include "base/gtest_prod_util.h"
-#include "base/macros.h"
-#include "base/memory/scoped_ptr.h"
-#include "base/memory/scoped_vector.h"
-#include "ui/gfx/geometry/rect.h"
-#include "ui/gfx/gfx_export.h"
-
-namespace gfx {
-
-// Defines a heirarchical bounding rectangle data structure for Rect objects,
+// Defines a hierarchical bounding rectangle data structure for Rect objects,
// associated with a generic unique key K for efficient spatial queries. The
// R*-tree algorithm is used to build the trees. Based on the papers:
//
@@ -27,270 +12,169 @@ namespace gfx {
// N Beckmann, H-P Kriegel, R Schneider, B Seeger 'The R*-tree: an efficient and
// robust access method for points and rectangles', Proc ACM SIGMOD Int Conf on
// Management of Data, 322-331, 1990
-class GFX_EXPORT RTree {
+
+#ifndef UI_GFX_GEOMETRY_R_TREE_H_
+#define UI_GFX_GEOMETRY_R_TREE_H_
+
+#include "r_tree_base.h"
+
+namespace gfx {
+
+template <typename Key>
+class RTree : public RTreeBase {
public:
+ typedef base::hash_set<Key> Matches;
+
+ // RTrees organize pairs of keys and rectangles in a hierarchical bounding
+ // box structure. This allows for queries of the tree within logarithmic time.
+ // |min_children| and |max_children| allows for adjustment of the average size
+ // of the nodes within RTree, which adjusts the base of the logarithm in the
+ // algorithm runtime. Some parts of insertion and deletion are polynomial
+ // in the size of the individual node, so the trade-off with larger nodes is
+ // potentially faster queries but slower insertions and deletions. Generally
+ // it is worth considering how much overlap between rectangles of different
+ // keys will occur in the tree, and trying to set |max_children| as a
+ // reasonable upper bound to the number of overlapping rectangles expected.
+ // Then |min_children| can bet set to a quantity slightly less than half of
+ // that.
RTree(size_t min_children, size_t max_children);
~RTree();
// Insert a new rect into the tree, associated with provided key. Note that if
- // rect is empty, this rect will not actually be inserted. Duplicate keys
+ // |rect| is empty, the |key| will not actually be inserted. Duplicate keys
// overwrite old entries.
- void Insert(const Rect& rect, intptr_t key);
+ void Insert(const Rect& rect, Key key);
- // If present, remove the supplied key from the tree.
- void Remove(intptr_t key);
+ // If present, remove the supplied |key| from the tree.
+ void Remove(Key key);
- // Fills a supplied list matches_out with all keys having bounding rects
- // intersecting query_rect.
- void Query(const Rect& query_rect,
- base::hash_set<intptr_t>* matches_out) const;
+ // Fills |matches_out| with all keys having bounding rects intersecting
+ // |query_rect|.
+ void AppendIntersectingRecords(const Rect& query_rect,
+ Matches* matches_out) const;
- // Removes all objects from the tree.
void Clear();
private:
- // Private data structure class for storing internal nodes or leaves with keys
- // of R-Trees. Note that "leaf" nodes can still have children, the children
- // will all be Nodes with non-NULL record pointers.
- class GFX_EXPORT Node {
- public:
- // Level counts from -1 for "record" Nodes, that is Nodes that wrap key
- // values, to 0 for leaf Nodes, that is Nodes that only have record
- // children, up to the root Node, which has level equal to the height of the
- // tree.
- explicit Node(int level);
-
- // Builds a new record Node.
- Node(const Rect& rect, intptr_t key);
-
- virtual ~Node();
-
- // Deletes all children and any attached record.
- void Clear();
-
- // Recursive call to build a list of rects that intersect the query_rect.
- void Query(const Rect& query_rect,
- base::hash_set<intptr_t>* matches_out) const;
-
- // Recompute our bounds by taking the union of all children rects. Will then
- // call RecomputeBounds() on our parent for recursive bounds recalculation
- // up to the root.
- void RecomputeBounds();
-
- // Removes number_to_remove nodes from this Node, and appends them to the
- // supplied list. Does not repair bounds upon completion.
- void RemoveNodesForReinsert(size_t number_to_remove,
- ScopedVector<Node>* nodes);
-
- // Given a pointer to a child node within this Node, remove it from our
- // list. If that child had any children, append them to the supplied orphan
- // list. Returns the new count of this node after removal. Does not
- // recompute bounds, as this node itself may be removed if it now has too
- // few children.
- size_t RemoveChild(Node* child_node, ScopedVector<Node>* orphans);
-
- // Does what it says on the tin. Returns NULL if no children. Does not
- // recompute bounds.
- scoped_ptr<Node> RemoveAndReturnLastChild();
-
- // Given a node, returns the best fit node for insertion of that node at
- // the nodes level().
- Node* ChooseSubtree(Node* node);
-
- // Adds the provided node to this Node. Returns the new count of records
- // stored in the Node. Will recompute the bounds of this node after
- // addition.
- size_t AddChild(Node* node);
-
- // Returns a sibling to this Node with at least min_children and no greater
- // than max_children of this Node's children assigned to it, and having the
- // same parent. Bounds will be valid on both Nodes after this call.
- Node* Split(size_t min_children, size_t max_children);
-
- // For record nodes only, to support re-insert, allows setting the rect.
- void SetRect(const Rect& rect);
-
- // Returns a pointer to the parent of this Node, or NULL if no parent.
- Node* parent() const { return parent_; }
-
- // 0 level() would mean that this Node is a leaf. 1 would mean that this
- // Node has children that are leaves. Calling level() on root_ returns the
- // height of the tree - 1. A level of -1 means that this is a Record node.
- int level() const { return level_; }
-
- const Rect& rect() const { return rect_; }
-
- size_t count() const { return children_.size(); }
+ friend class RTreeTest;
+ friend class RTreeNodeTest;
- intptr_t key() const { return key_; }
+ class Record : public RecordBase {
+ public:
+ Record(const Rect& rect, const Key& key);
+ virtual ~Record();
+ const Key& key() const { return key_; }
private:
- // Returns all records stored in this node and its children.
- void GetAllValues(base::hash_set<intptr_t>* matches_out) const;
-
- // Used for sorting Nodes along vertical and horizontal axes
- static bool CompareVertical(Node* a, Node* b);
-
- static bool CompareHorizontal(Node* a, Node* b);
-
- static bool CompareCenterDistanceFromParent(Node* a, Node* b);
-
- // Returns the increase in overlap value, as defined in Beckmann et al as
- // the sum of the areas of the intersection of each |children_| rectangle
- // (excepting the candidate child) with the argument rectangle. The
- // expanded_rect argument is computed as the union of the candidate child
- // rect and the argument rect, and is included here to avoid recomputation.
- // Here the candidate child is indicated by index in |children_|, and
- // expanded_rect is the alread-computed union of candidate's rect and
- // rect.
- int OverlapIncreaseToAdd(const Rect& rect,
- size_t candidate,
- const Rect& expanded_rect);
-
- // Bounds recomputation without calling parents to do the same.
- void RecomputeBoundsNoParents();
-
- // Split() helper methods.
- //
- // Given two vectors of Nodes sorted by vertical or horizontal bounds, this
- // function populates two vectors of Rectangles in which the ith element is
- // the Union of all bounding rectangles [0,i] in the associated sorted array
- // of Nodes.
- static void BuildLowBounds(const std::vector<Node*>& vertical_sort,
- const std::vector<Node*>& horizontal_sort,
- std::vector<Rect>* vertical_bounds,
- std::vector<Rect>* horizontal_bounds);
-
- // Given two vectors of Nodes sorted by vertical or horizontal bounds, this
- // function populates two vectors of Rectangles in which the ith element is
- // the Union of all bounding rectangles [i, count()) in the associated
- // sorted array of Nodes.
- static void BuildHighBounds(const std::vector<Node*>& vertical_sort,
- const std::vector<Node*>& horizontal_sort,
- std::vector<Rect>* vertical_bounds,
- std::vector<Rect>* horizontal_bounds);
-
- // Returns true if this is a vertical split, false if a horizontal one.
- // Based on ChooseSplitAxis algorithm in Beckmann et al. Chooses the axis
- // with the lowest sum of margin values of bounding boxes.
- static bool ChooseSplitAxis(const std::vector<Rect>& low_vertical_bounds,
- const std::vector<Rect>& high_vertical_bounds,
- const std::vector<Rect>& low_horizontal_bounds,
- const std::vector<Rect>& high_horizontal_bounds,
- size_t min_children,
- size_t max_children);
-
- // Used by SplitNode to calculate optimal index of split, after determining
- // along which axis to sort and split the children rectangles. Returns the
- // index to the first element in the split children as sorted by the bounds
- // vectors.
- static size_t ChooseSplitIndex(size_t min_children,
- size_t max_children,
- const std::vector<Rect>& low_bounds,
- const std::vector<Rect>& high_bounds);
-
- // Takes our children_ and divides them into a new node, starting at index
- // split_index in sorted_children.
- Node* DivideChildren(const std::vector<Rect>& low_bounds,
- const std::vector<Rect>& high_bounds,
- const std::vector<Node*>& sorted_children,
- size_t split_index);
-
- // Returns a pointer to the child node that will result in the least overlap
- // increase with the addition of node_rect, as defined in the Beckmann et al
- // paper, or NULL if there's a tie found. Requires a precomputed vector of
- // expanded rectangles where the ith rectangle in the vector is the union of
- // |children_|[i] and node_rect.
- Node* LeastOverlapIncrease(const Rect& node_rect,
- const std::vector<Rect>& expanded_rects);
-
- // Returns a pointer to the child node that will result in the least area
- // enlargement if the argument node rectangle were to be added to that
- // nodes' bounding box. Requires a precomputed vector of expanded rectangles
- // where the ith rectangle in the vector is the union of |children_|[i] and
- // node_rect.
- Node* LeastAreaEnlargement(const Rect& node_rect,
- const std::vector<Rect>& expanded_rects);
-
- // This Node's bounding rectangle.
- Rect rect_;
-
- // The height of the node in the tree, counting from -1 at the record node
- // to 0 at the leaf up to the root node which has level equal to the height
- // of the tree.
- int level_;
-
- // Pointers to all of our children Nodes.
- ScopedVector<Node> children_;
-
- // A weak pointer to our parent Node in the RTree. The root node will have a
- // NULL value for |parent_|.
- Node* parent_;
-
- // If this is a record Node, then |key_| will be non-NULL and will contain
- // the key data. Otherwise, NULL.
- intptr_t key_;
-
- friend class RTreeTest;
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeBuildHighBounds);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeBuildLowBounds);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeChooseSplitAxisAndIndex);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeChooseSubtree);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeCompareCenterDistanceFromParent);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeCompareHorizontal);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeCompareVertical);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeDivideChildren);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeLeastAreaEnlargement);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeLeastOverlapIncrease);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeOverlapIncreaseToAdd);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveAndReturnLastChild);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveChildNoOrphans);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveChildOrphans);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveNodesForReinsert);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeSplit);
-
- DISALLOW_COPY_AND_ASSIGN(Node);
- };
-
- // Supports re-insertion of Nodes based on the strategies outlined in
- // Beckmann et al.
- void InsertNode(Node* node, int* highset_reinsert_level);
-
- // Supports removal of nodes for tree without deletion.
- void RemoveNode(Node* node);
+ Key key_;
- // A pointer to the root node in the RTree.
- scoped_ptr<Node> root_;
-
- // The parameters used to define the shape of the RTree.
- size_t min_children_;
- size_t max_children_;
+ DISALLOW_COPY_AND_ASSIGN(Record);
+ };
// A map of supplied keys to their Node representation within the RTree, for
// efficient retrieval of keys without requiring a bounding rect.
- base::hash_map<intptr_t, Node*> record_map_;
-
- friend class RTreeTest;
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeBuildHighBounds);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeBuildLowBounds);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeChooseSplitAxisAndIndex);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeChooseSubtree);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeCompareCenterDistanceFromParent);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeCompareHorizontal);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeCompareVertical);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeDivideChildren);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeLeastAreaEnlargement);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeLeastOverlapIncrease);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeOverlapIncreaseToAdd);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveAndReturnLastChild);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveChildNoOrphans);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveChildOrphans);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeRemoveNodesForReinsert);
- FRIEND_TEST_ALL_PREFIXES(RTreeTest, NodeSplit);
+ typedef base::hash_map<Key, Record*> RecordMap;
+ RecordMap record_map_;
DISALLOW_COPY_AND_ASSIGN(RTree);
};
+template <typename Key>
+RTree<Key>::RTree(size_t min_children, size_t max_children)
+ : RTreeBase(min_children, max_children) {
+}
+
+template <typename Key>
+RTree<Key>::~RTree() {
+}
+
+template <typename Key>
+void RTree<Key>::Insert(const Rect& rect, Key key) {
+ scoped_ptr<NodeBase> record;
+ // Check if this key is already present in the tree.
+ typename RecordMap::iterator it(record_map_.find(key));
+
+ if (it != record_map_.end()) {
+ // We will re-use this node structure, regardless of re-insert or return.
+ Record* existing_record = it->second;
+ // If the new rect and the current rect are identical we can skip the rest
+ // of Insert() as nothing has changed.
+ if (existing_record->rect() == rect)
+ return;
+
+ // Remove the node from the tree in its current position.
+ record = RemoveNode(existing_record);
+
+ // If we are replacing this key with an empty rectangle we just remove the
+ // old node from the list and return, thus preventing insertion of empty
+ // rectangles into our spatial database.
+ if (rect.IsEmpty()) {
+ record_map_.erase(it);
+ return;
+ }
+
+ // Reset the rectangle to the new value.
+ record->set_rect(rect);
+ } else {
+ if (rect.IsEmpty())
+ return;
+
+ record.reset(new Record(rect, key));
+ record_map_.insert(std::make_pair(key, static_cast<Record*>(record.get())));
+ }
+
+ int highest_reinsert_level = -1;
+ InsertNode(record.Pass(), &highest_reinsert_level);
+}
+
+template <typename Key>
+void RTree<Key>::Clear() {
+ record_map_.clear();
+ ResetRoot();
+}
+
+template <typename Key>
+void RTree<Key>::Remove(Key key) {
+ // Search the map for the leaf parent that has the provided record.
+ typename RecordMap::iterator it = record_map_.find(key);
+ if (it == record_map_.end())
+ return;
+
+ Record* record = it->second;
+ record_map_.erase(it);
+ RemoveNode(record);
+
+ // Lastly check the root. If it has only one non-leaf child, delete it and
+ // replace it with its child.
+ PruneRootIfNecessary();
+}
+
+template <typename Key>
+void RTree<Key>::AppendIntersectingRecords(
+ const Rect& query_rect, Matches* matches_out) const {
+ RTreeBase::Records matching_records;
+ root()->AppendIntersectingRecords(query_rect, &matching_records);
+ for (RTreeBase::Records::const_iterator it = matching_records.begin();
+ it != matching_records.end();
+ ++it) {
+ const Record* record = static_cast<const Record*>(*it);
+ matches_out->insert(record->key());
+ }
+}
+
+
+// RTree::Record --------------------------------------------------------------
+
+template <typename Key>
+RTree<Key>::Record::Record(const Rect& rect, const Key& key)
+ : RecordBase(rect),
+ key_(key) {
+}
+
+template <typename Key>
+RTree<Key>::Record::~Record() {
+}
+
} // namespace gfx
#endif // UI_GFX_GEOMETRY_R_TREE_H_
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