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BTree.swift
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// The MIT License (MIT)
// Copyright (c) 2016 Viktor Szilárd Simkó (aqviktor[at]gmail.com)
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
/*
* B-Tree
*
* A B-Tree is a self-balancing search tree, in which nodes can have more than two children.
*/
// MARK: - BTreeNode class
class BTreeNode<Key: Comparable, Value> {
/**
* The tree that owns the node.
*/
unowned var owner: BTree<Key, Value>
fileprivate var keys = [Key]()
fileprivate var values = [Value]()
var children: [BTreeNode]?
var isLeaf: Bool {
return children == nil
}
var numberOfKeys: Int {
return keys.count
}
init(owner: BTree<Key, Value>) {
self.owner = owner
}
convenience init(owner: BTree<Key, Value>, keys: [Key],
values: [Value], children: [BTreeNode]? = nil) {
self.init(owner: owner)
self.keys += keys
self.values += values
self.children = children
}
}
// MARK: BTreeNode extesnion: Searching
extension BTreeNode {
/**
* Returns the value for a given `key`, returns nil if the `key` is not found.
*
* - Parameters:
* - key: the key of the value to be returned
*/
func value(for key: Key) -> Value? {
var index = keys.startIndex
while (index + 1) < keys.endIndex && keys[index] < key {
index = (index + 1)
}
if key == keys[index] {
return values[index]
} else if key < keys[index] {
return children?[index].value(for: key)
} else {
return children?[(index + 1)].value(for: key)
}
}
}
// MARK: BTreeNode extension: Travelsals
extension BTreeNode {
/**
* Traverses the keys in order, executes `process` for every key.
*
* - Parameters:
* - process: the closure to be executed for every key
*/
func traverseKeysInOrder(_ process: (Key) -> Void) {
for i in 0..<numberOfKeys {
children?[i].traverseKeysInOrder(process)
process(keys[i])
}
children?.last?.traverseKeysInOrder(process)
}
}
// MARK: BTreeNode extension: Insertion
extension BTreeNode {
/**
* Inserts `value` for `key` to the node, or to one if its descendants.
*
* - Parameters:
* - value: the value to be inserted for `key`
* - key: the key for the `value`
*/
func insert(_ value: Value, for key: Key) {
var index = keys.startIndex
while index < keys.endIndex && keys[index] < key {
index = (index + 1)
}
if index < keys.endIndex && keys[index] == key {
values[index] = value
return
}
if isLeaf {
keys.insert(key, at: index)
values.insert(value, at: index)
owner.numberOfKeys += 1
} else {
children![index].insert(value, for: key)
if children![index].numberOfKeys > owner.order * 2 {
split(child: children![index], atIndex: index)
}
}
}
/**
* Splits `child` at `index`.
* The key-value pair at `index` gets moved up to the parent node,
* or if there is not an parent node, then a new parent node is created.
*
* - Parameters:
* - child: the child to be split
* - index: the index of the key, which will be moved up to the parent
*/
private func split(child: BTreeNode, atIndex index: Int) {
let middleIndex = child.numberOfKeys / 2
keys.insert(child.keys[middleIndex], at: index)
values.insert(child.values[middleIndex], at: index)
child.keys.remove(at: middleIndex)
child.values.remove(at: middleIndex)
let rightSibling = BTreeNode(
owner: owner,
keys: Array(child.keys[child.keys.indices.suffix(from: middleIndex)]),
values: Array(child.values[child.values.indices.suffix(from: middleIndex)])
)
child.keys.removeSubrange(child.keys.indices.suffix(from: middleIndex))
child.values.removeSubrange(child.values.indices.suffix(from: middleIndex))
children!.insert(rightSibling, at: (index + 1))
if child.children != nil {
rightSibling.children = Array(
child.children![child.children!.indices.suffix(from: (middleIndex + 1))]
)
child.children!.removeSubrange(child.children!.indices.suffix(from: (middleIndex + 1)))
}
}
}
// MARK: BTreeNode extension: Removal
/**
* An enumeration to indicate a node's position according to another node.
*
* Possible values:
* - left
* - right
*/
private enum BTreeNodePosition {
case left
case right
}
extension BTreeNode {
private var inorderPredecessor: BTreeNode {
if isLeaf {
return self
} else {
return children!.last!.inorderPredecessor
}
}
/**
* Removes `key` and the value associated with it from the node
* or one of its descendants.
*
* - Parameters:
* - key: the key to be removed
*/
func remove(_ key: Key) {
var index = keys.startIndex
while (index + 1) < keys.endIndex && keys[index] < key {
index = (index + 1)
}
if keys[index] == key {
if isLeaf {
keys.remove(at: index)
values.remove(at: index)
owner.numberOfKeys -= 1
} else {
let predecessor = children![index].inorderPredecessor
keys[index] = predecessor.keys.last!
values[index] = predecessor.values.last!
children![index].remove(keys[index])
if children![index].numberOfKeys < owner.order {
fix(childWithTooFewKeys: children![index], atIndex: index)
}
}
} else if key < keys[index] {
// We should go to left child...
if let leftChild = children?[index] {
leftChild.remove(key)
if leftChild.numberOfKeys < owner.order {
fix(childWithTooFewKeys: leftChild, atIndex: index)
}
} else {
print("The key:\(key) is not in the tree.")
}
} else {
// We should go to right child...
if let rightChild = children?[(index + 1)] {
rightChild.remove(key)
if rightChild.numberOfKeys < owner.order {
fix(childWithTooFewKeys: rightChild, atIndex: (index + 1))
}
} else {
print("The key:\(key) is not in the tree")
}
}
}
/**
* Fixes `childWithTooFewKeys` by either moving a key to it from
* one of its neighbouring nodes, or by merging.
*
* - Precondition:
* `childWithTooFewKeys` must have less keys than the order of the tree.
*
* - Parameters:
* - child: the child to be fixed
* - index: the index of the child to be fixed in the current node
*/
private func fix(childWithTooFewKeys child: BTreeNode, atIndex index: Int) {
if (index - 1) >= 0 && children![(index - 1)].numberOfKeys > owner.order {
move(keyAtIndex: (index - 1), to: child, from: children![(index - 1)], at: .left)
} else if (index + 1) < children!.count && children![(index + 1)].numberOfKeys > owner.order {
move(keyAtIndex: index, to: child, from: children![(index + 1)], at: .right)
} else if (index - 1) >= 0 {
merge(child: child, atIndex: index, to: .left)
} else {
merge(child: child, atIndex: index, to: .right)
}
}
/**
* Moves the key at the specified `index` from `node` to
* the `targetNode` at `position`
*
* - Parameters:
* - index: the index of the key to be moved in `node`
* - targetNode: the node to move the key into
* - node: the node to move the key from
* - position: the position of the from node relative to the targetNode
*/
private func move(keyAtIndex index: Int, to targetNode: BTreeNode,
from node: BTreeNode, at position: BTreeNodePosition) {
switch position {
case .left:
targetNode.keys.insert(keys[index], at: targetNode.keys.startIndex)
targetNode.values.insert(values[index], at: targetNode.values.startIndex)
keys[index] = node.keys.last!
values[index] = node.values.last!
node.keys.removeLast()
node.values.removeLast()
if !targetNode.isLeaf {
targetNode.children!.insert(node.children!.last!,
at: targetNode.children!.startIndex)
node.children!.removeLast()
}
case .right:
targetNode.keys.insert(keys[index], at: targetNode.keys.endIndex)
targetNode.values.insert(values[index], at: targetNode.values.endIndex)
keys[index] = node.keys.first!
values[index] = node.values.first!
node.keys.removeFirst()
node.values.removeFirst()
if !targetNode.isLeaf {
targetNode.children!.insert(node.children!.first!,
at: targetNode.children!.endIndex)
node.children!.removeFirst()
}
}
}
/**
* Merges `child` at `position` to the node at the `position`.
*
* - Parameters:
* - child: the child to be merged
* - index: the index of the child in the current node
* - position: the position of the node to merge into
*/
private func merge(child: BTreeNode, atIndex index: Int, to position: BTreeNodePosition) {
switch position {
case .left:
// We can merge to the left sibling
children![(index - 1)].keys = children![(index - 1)].keys +
[keys[(index - 1)]] + child.keys
children![(index - 1)].values = children![(index - 1)].values +
[values[(index - 1)]] + child.values
keys.remove(at: (index - 1))
values.remove(at: (index - 1))
if !child.isLeaf {
children![(index - 1)].children =
children![(index - 1)].children! + child.children!
}
case .right:
// We should merge to the right sibling
children![(index + 1)].keys = child.keys + [keys[index]] +
children![(index + 1)].keys
children![(index + 1)].values = child.values + [values[index]] +
children![(index + 1)].values
keys.remove(at: index)
values.remove(at: index)
if !child.isLeaf {
children![(index + 1)].children =
child.children! + children![(index + 1)].children!
}
}
children!.remove(at: index)
}
}
// MARK: BTreeNode extension: Conversion
extension BTreeNode {
/**
* Returns an array which contains the keys from the current node
* and its descendants in order.
*/
var inorderArrayFromKeys: [Key] {
var array = [Key] ()
for i in 0..<numberOfKeys {
if let returnedArray = children?[i].inorderArrayFromKeys {
array += returnedArray
}
array += [keys[i]]
}
if let returnedArray = children?.last?.inorderArrayFromKeys {
array += returnedArray
}
return array
}
}
// MARK: BTreeNode extension: Description
extension BTreeNode: CustomStringConvertible {
/**
* Returns a String containing the preorder representation of the nodes.
*/
var description: String {
var str = "\(keys)"
if !isLeaf {
for child in children! {
str += child.description
}
}
return str
}
}
// MARK: - BTree class
public class BTree<Key: Comparable, Value> {
/**
* The order of the B-Tree
*
* The number of keys in every node should be in the [order, 2*order] range,
* except the root node which is allowed to contain less keys than the value of order.
*/
public let order: Int
/**
* The root node of the tree
*/
var rootNode: BTreeNode<Key, Value>!
fileprivate(set) public var numberOfKeys = 0
/**
* Designated initializer for the tree
*
* - Parameters:
* - order: The order of the tree.
*/
public init?(order: Int) {
guard order > 0 else {
print("Order has to be greater than 0.")
return nil
}
self.order = order
rootNode = BTreeNode<Key, Value>(owner: self)
}
}
// MARK: BTree extension: Travelsals
extension BTree {
/**
* Traverses the keys in order, executes `process` for every key.
*
* - Parameters:
* - process: the closure to be executed for every key
*/
public func traverseKeysInOrder(_ process: (Key) -> Void) {
rootNode.traverseKeysInOrder(process)
}
}
// MARK: BTree extension: Subscript
extension BTree {
/**
* Returns the value for a given `key`, returns nil if the `key` is not found.
*
* - Parameters:
* - key: the key of the value to be returned
*/
public subscript (key: Key) -> Value? {
return value(for: key)
}
}
// MARK: BTree extension: Value for Key
extension BTree {
/**
* Returns the value for a given `key`, returns nil if the `key` is not found.
*
* - Parameters:
* - key: the key of the value to be returned
*/
public func value(for key: Key) -> Value? {
guard rootNode.numberOfKeys > 0 else {
return nil
}
return rootNode.value(for: key)
}
}
// MARK: BTree extension: Insertion
extension BTree {
/**
* Inserts the `value` for the `key` into the tree.
*
* - Parameters:
* - value: the value to be inserted for `key`
* - key: the key for the `value`
*/
public func insert(_ value: Value, for key: Key) {
rootNode.insert(value, for: key)
if rootNode.numberOfKeys > order * 2 {
splitRoot()
}
}
/**
* Splits the root node of the tree.
*
* - Precondition:
* The root node of the tree contains `order` * 2 keys.
*/
private func splitRoot() {
let middleIndexOfOldRoot = rootNode.numberOfKeys / 2
let newRoot = BTreeNode<Key, Value>(
owner: self,
keys: [rootNode.keys[middleIndexOfOldRoot]],
values: [rootNode.values[middleIndexOfOldRoot]],
children: [rootNode]
)
rootNode.keys.remove(at: middleIndexOfOldRoot)
rootNode.values.remove(at: middleIndexOfOldRoot)
let newRightChild = BTreeNode<Key, Value>(
owner: self,
keys: Array(rootNode.keys[rootNode.keys.indices.suffix(from: middleIndexOfOldRoot)]),
values: Array(rootNode.values[rootNode.values.indices.suffix(from: middleIndexOfOldRoot)])
)
rootNode.keys.removeSubrange(rootNode.keys.indices.suffix(from: middleIndexOfOldRoot))
rootNode.values.removeSubrange(rootNode.values.indices.suffix(from: middleIndexOfOldRoot))
if rootNode.children != nil {
newRightChild.children = Array(
rootNode.children![rootNode.children!.indices.suffix(from: (middleIndexOfOldRoot + 1))]
)
rootNode.children!.removeSubrange(
rootNode.children!.indices.suffix(from: (middleIndexOfOldRoot + 1))
)
}
newRoot.children!.append(newRightChild)
rootNode = newRoot
}
}
// MARK: BTree extension: Removal
extension BTree {
/**
* Removes `key` and the value associated with it from the tree.
*
* - Parameters:
* - key: the key to remove
*/
public func remove(_ key: Key) {
guard rootNode.numberOfKeys > 0 else {
return
}
rootNode.remove(key)
if rootNode.numberOfKeys == 0 && !rootNode.isLeaf {
rootNode = rootNode.children!.first!
}
}
}
// MARK: BTree extension: Conversion
extension BTree {
/**
* The keys of the tree in order.
*/
public var inorderArrayFromKeys: [Key] {
return rootNode.inorderArrayFromKeys
}
}
// MARK: BTree extension: Decription
extension BTree: CustomStringConvertible {
/**
* Returns a String containing the preorder representation of the nodes.
*/
public var description: String {
return rootNode.description
}
}