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btree.go
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package btree
import (
"errors"
"fmt"
"strings"
)
const defaultLeafMaxSize = 100
const defaultInternalMaxSize = 100
type BPlusTree struct {
// 叶子节点key最多数量:leafMaxSize, 叶子节点指针最多数量(degree): leafMaxSize+1
// key半满条件: leafMaxSize/2
// 指针的数量半满条件: leafMaxSize/2+1
// 最后一个指针在node的lastOrNextNode
leafMaxSize int
// 内部节点key最多数量:internalMaxSize, 内部节点指针最多数量(degree): internalMaxSize+1
// key半满条件: internalMaxSize/2
// 指针的数量半满条件: internalMaxSize/2+1
// 最后一个指针在node的lastOrNextNode
internalMaxSize int
// 当根节点是非叶子节点时,key的数量可以是1-internalMaxSize,不需要满足半满条件
root *node
// 测试使用
*stat
}
func StartNewTree(leafMaxSize, internalMaxSize int) (*BPlusTree, error) {
if leafMaxSize < 3 || internalMaxSize < 3 {
return nil, errors.New("need more than 2")
}
tree := &BPlusTree{
leafMaxSize: leafMaxSize,
internalMaxSize: internalMaxSize,
stat: new(stat),
}
tree.root = tree.makeEmptyLeafNode()
return tree, nil
}
func StartDefaultNewTree() (*BPlusTree, error) {
tree := &BPlusTree{
leafMaxSize: defaultLeafMaxSize,
internalMaxSize: defaultInternalMaxSize,
stat: new(stat),
}
tree.root = tree.makeEmptyLeafNode()
return tree, nil
}
// 功能接口
func (b *BPlusTree) Insert(ky string, value interface{}) {
pointer := &entry{
value: value,
}
b.insert(key(ky), pointer)
}
func (b *BPlusTree) Delete(ky string) (interface{}, bool) {
return b.delete(key(ky))
}
func (b *BPlusTree) Find(targetKey string) (interface{}, bool) {
b.resetCount()
leafNode := b.findLeafNode(key(targetKey))
et, ok := leafNode.findRecord(key(targetKey))
b.incrCount()
if !ok {
return nil, false
}
if value, ok := et.(*entry); ok {
return value.value, true
}
return nil, false
}
func (b *BPlusTree) FindRange(start, end string) []interface{} {
b.resetCount()
result := make([]interface{}, 0)
startKey := key(start)
endKey := key(end)
if startKey.compare(endKey) == 1 {
return result
}
leafNode := b.findLeafNode(key(start))
currentNode := leafNode
for currentNode != nil {
b.incrCount()
for i, ky := range currentNode.keys {
if ky.compare(startKey) >= 0 && ky.compare(endKey) <= 0 {
et, ok := currentNode.pointers[i].(*entry)
if !ok {
panic("should be *entry")
}
result = append(result, et.value)
}
if ky.compare(endKey) == 1 {
return result
}
}
currentNode = currentNode.lastOrNextNode
}
return result
}
// 统计节点数量
func (b *BPlusTree) CountNode() {
queue := make([]interface{}, 0)
queue = append(queue, b.root)
b.level = 0
b.nodeCount = 0
b.kvCount = 0
if b.root == nil {
return
}
for len(queue) != 0 {
b.level++
size := len(queue)
for i := 0; i < size; i++ {
b.nodeCount++
nodeI := queue[i]
if nodeI == nil {
continue
}
nd, ok := nodeI.(*node)
if !ok {
panic("should node")
}
if nd.isLeaf {
b.kvCount = b.kvCount + len(nd.keys)
continue
} else {
if len(nd.pointers) != 0 && !nd.isLeaf {
queue = append(queue, nd.pointers...)
queue = append(queue, nd.lastOrNextNode)
}
}
}
if len(queue) > size {
queue = queue[size:]
} else {
break
}
}
}
// 层序打印树结构
func (b *BPlusTree) Print() {
b.CountNode()
fmt.Println("----------------------------------------------------------------------------------------------------start print tree")
fmt.Printf("Internal Size: min=%d max=%d, Leaf Size: min=%d max=%d, Total Node Size:%d, Total K/V Size:%d\n", b.internalMaxSize/2, b.internalMaxSize, b.leafMaxSize/2,
b.leafMaxSize, b.GetNodeCount(), b.GetKeyCount())
queue := make([]interface{}, 0)
if b.root != nil {
queue = append(queue, b.root)
}
level := 0
for len(queue) != 0 {
level++
size := len(queue)
str := ""
for i := 0; i < size; i++ {
nodeI := queue[i]
if nodeI == nil {
str = strings.Trim(str, " &&")
str = str + " - "
continue
}
nd, ok := nodeI.(*node)
if !ok {
panic("should node")
}
if !nd.isLeaf {
if str == "" {
str = fmt.Sprintf("%v", nd.keys)
} else {
if strings.HasSuffix(str, " - ") {
str = str + fmt.Sprintf("%v", nd.keys)
} else {
str = str + "," + fmt.Sprintf("%v", nd.keys)
}
}
} else {
str = str + "("
for j := 0; j < len(nd.keys); j++ {
ky := nd.keys[j]
et := nd.pointers[j]
if _, ok := et.(*entry); ok {
if j == 0 {
str = str + ky.toString()
} else {
str = str + "," + ky.toString()
}
}
}
str = str + ") && "
}
if len(nd.pointers) != 0 && !nd.isLeaf {
queue = append(queue, nd.pointers...)
queue = append(queue, nd.lastOrNextNode)
queue = append(queue, nil)
}
}
str = strings.Trim(str, " &&")
str = strings.Trim(str, "-")
fmt.Printf("Level %d: %s\n", level, str)
if len(queue) > size {
queue = queue[size:]
} else {
break
}
}
fmt.Println("----------------------------------------------------------------------------------------------------end print tree")
}
// 内部方法
func (b *BPlusTree) makeEmptyLeafNode() *node {
return &node{
isLeaf: true,
keys: make([]key, 0, b.leafMaxSize),
pointers: make([]interface{}, 0, b.leafMaxSize),
maxSize: b.leafMaxSize,
}
}
func (b *BPlusTree) makeEmptyInternalNode() *node {
return &node{
isLeaf: false,
keys: make([]key, 0, b.internalMaxSize),
pointers: make([]interface{}, 0, b.internalMaxSize),
maxSize: b.internalMaxSize,
}
}
func print(prt bool, a ...interface{}) {
if prt {
fmt.Println(a...)
}
}
// 检查是否满足B+树(仅测试用,并且有点小问题,不想改了)
func (b *BPlusTree) check(prt bool) {
defer func() {
if err := recover(); err != nil {
b.Print()
panic(err)
}
}()
if b.root == nil {
return
}
if b.root.isLeaf {
if len(b.root.keys) > b.leafMaxSize {
panic("b plus tree wrong max size")
}
for i, ky := range b.root.keys {
if i == 0 {
// fmt.Println("key: ", ky)
continue
}
if ky.compare(b.root.keys[i-1]) != 1 {
panic(fmt.Sprintf("b plus tree error i=%d ky=%s", i, ky))
}
// fmt.Println("key: ", ky)
}
return
}
if len(b.root.keys) > b.internalMaxSize {
panic("b plus tree wrong max size")
}
for i, ky := range b.root.keys {
n := b.root.pointers[i].(*node)
if i == 0 {
b.checkTree(n, ky, prt)
print(prt, "key: ", ky)
continue
}
if ky.compare(b.root.keys[i-1]) == 1 {
b.checkTree(n, ky, prt)
print(prt, "key: ", ky)
} else {
panic(fmt.Sprintf("b plus tree error i=%d ky=%s", i, ky))
}
}
b.checkTree(b.root.lastOrNextNode, "", prt)
}
func (b *BPlusTree) checkTree(nd *node, lastKey key, prt bool) {
if !nd.isHalf() {
panic(fmt.Sprintf("nd should be half but: %d", len(nd.keys)))
}
if len(nd.keys) > nd.maxSize || len(nd.keys) < nd.getHalf() {
panic("b plus tree node wrong size")
}
if nd.isLeaf {
for i, ky := range nd.keys {
if lastKey.compare("") == 0 {
if i == 0 {
print(prt, "key: ", ky)
continue
}
if ky.compare(nd.keys[i-1]) != 1 {
panic("b plus tree error")
}
print(prt, "key: ", ky)
} else {
if i == 0 && lastKey.compare(ky) != 1 {
panic("b plus tree error")
}
if i == 0 {
print(prt, "key: ", ky)
continue
}
if lastKey.compare(ky) != 1 || ky.compare(nd.keys[i-1]) != 1 {
panic("b plus tree error")
}
print(prt, "key: ", ky)
}
}
return
}
for i, ky := range nd.keys {
n := nd.pointers[i].(*node)
if i == 0 {
b.checkTree(n, ky, prt)
print(prt, "key: ", ky)
continue
}
if lastKey.compare("") == 0 && ky.compare(nd.keys[i-1]) == 1 {
b.checkTree(n, ky, prt)
print(prt, "key: ", ky)
} else {
if lastKey.compare(ky) == 1 && ky.compare(nd.keys[i-1]) == 1 {
b.checkTree(n, ky, prt)
print(prt, "key: ", ky)
} else {
panic(fmt.Sprintf("b plus tree error lastKey:%s ky:%s i:%d", lastKey, ky, i))
}
}
}
b.checkTree(nd.lastOrNextNode, lastKey, prt)
}
func (b *BPlusTree) insert(targetKey key, et *entry) {
var leafNode *node
if b.root == nil {
leafNode = b.makeEmptyLeafNode()
b.root = leafNode
leafNode.keys = append(leafNode.keys, targetKey)
leafNode.pointers = append(leafNode.pointers, et)
return
} else {
leafNode = b.findLeafNode(targetKey)
}
if leafNode == nil {
panic("should find leaf node")
}
if leafNode.updateRecord(targetKey, et) {
return
}
if len(leafNode.keys) < leafNode.maxSize {
b.insertIntoLeaf(leafNode, targetKey, et)
} else {
// split
siblingNode := b.makeEmptyLeafNode()
tempNode := b.makeEmptyLeafNode()
tempNode.keys = append(tempNode.keys, leafNode.keys...)
tempNode.pointers = append(tempNode.pointers, leafNode.pointers...)
b.insertIntoLeaf(tempNode, targetKey, et)
siblingNode.lastOrNextNode = leafNode.lastOrNextNode
leafNode.lastOrNextNode = siblingNode
leafNode.keys = make([]key, 0)
leafNode.pointers = make([]interface{}, 0)
leafNode.keys = append(leafNode.keys, tempNode.keys[0:leafNode.getHalf()+1]...)
leafNode.pointers = append(leafNode.pointers, tempNode.pointers[0:leafNode.getHalf()+1]...)
siblingNode.keys = append(siblingNode.keys, tempNode.keys[leafNode.getHalf()+1:]...)
siblingNode.pointers = append(siblingNode.pointers, tempNode.pointers[leafNode.getHalf()+1:]...)
childKey := siblingNode.keys[0]
b.insertIntoParent(leafNode, siblingNode, childKey)
}
}
func (b *BPlusTree) findFirstLeafNode() *node {
currentNode := b.root
for currentNode != nil {
if currentNode.isLeaf {
break
}
pointer := currentNode.pointers[0]
nd, ok := pointer.(*node)
if !ok {
panic("should be *node")
}
currentNode = nd
}
return currentNode
}
func (b *BPlusTree) findLeafNode(targetKey key) *node {
tKey := key(targetKey)
currentNode := b.root
for !currentNode.isLeaf {
b.incrCount()
number := -1
for i, ky := range currentNode.keys {
if tKey.compare(ky) == 0 {
number = i + 1
break
} else if tKey.compare(ky) < 1 {
number = i
break
}
}
var ok bool
if number == -1 || number == len(currentNode.keys) {
currentNode = currentNode.lastOrNextNode
} else {
currentNode, ok = currentNode.pointers[number].(*node)
if !ok {
panic("should be *node")
}
}
}
if !currentNode.isLeaf {
panic("should be leaf node")
}
return currentNode
}
func (b *BPlusTree) insertIntoLeaf(leafNode *node, targetKey key, value *entry) {
number := -1
for i, ky := range leafNode.keys {
if ky.compare(targetKey) == 1 {
number = i
break
}
}
if number == -1 {
leafNode.keys = append(leafNode.keys, targetKey)
leafNode.pointers = append(leafNode.pointers, value)
return
}
leafNode.keys = append(leafNode.keys[:number], append([]key{targetKey}, leafNode.keys[number:]...)...)
leafNode.pointers = append(leafNode.pointers[:number], append([]interface{}{value}, leafNode.pointers[number:]...)...)
}
func (b *BPlusTree) insertIntoParent(oldNode, newNode *node, childKey key) {
if oldNode.parent == nil {
newRoot := b.makeEmptyInternalNode()
newRoot.keys = append(newRoot.keys, childKey)
newRoot.pointers = append(newRoot.pointers, oldNode)
newRoot.lastOrNextNode = newNode
oldNode.parent = newRoot
newNode.parent = newRoot
b.root = newRoot
return
}
parentNode := oldNode.parent
if len(parentNode.keys) < parentNode.maxSize {
// insert (childKey, newNode) to parentNode after oldNode
parentNode.insertNextAfterPrev(childKey, oldNode, newNode)
newNode.parent = parentNode
return
} else {
// split
tempNode := parentNode.copy()
tempNode.insertNextAfterPrev(childKey, oldNode, newNode)
tempKeys := tempNode.keys
tempPointers := tempNode.pointers
tempPointers = append(tempPointers, tempNode.lastOrNextNode)
parentNode.keys = make([]key, 0)
parentNode.pointers = make([]interface{}, 0)
siblingParentNode := b.makeEmptyInternalNode()
parentNode.keys = append(parentNode.keys, tempKeys[0:parentNode.getHalf()]...)
for i := 0; i < parentNode.getHalf(); i++ {
childPointer := tempPointers[i]
parentNode.pointers = append(parentNode.pointers, childPointer)
if childPointer == newNode {
newNode.parent = parentNode
}
if childPointer == oldNode {
oldNode.parent = parentNode
}
p, ok := childPointer.(*node)
if !ok {
panic("should be *node")
}
p.parent = parentNode
}
lst, ok := tempPointers[parentNode.getHalf()].(*node)
if !ok {
panic("should be *node")
}
parentNode.lastOrNextNode = lst
parentNode.lastOrNextNode.parent = parentNode
if parentNode.lastOrNextNode == newNode {
newNode.parent = parentNode
}
if parentNode.lastOrNextNode == oldNode {
oldNode.parent = parentNode
}
siblingParentNode.keys = append(siblingParentNode.keys, tempKeys[parentNode.getHalf()+1:]...)
for i := parentNode.getHalf() + 1; i < parentNode.maxSize+1; i++ {
childPointer := tempPointers[i]
siblingParentNode.pointers = append(siblingParentNode.pointers, childPointer)
if childPointer == newNode {
newNode.parent = siblingParentNode
}
if childPointer == oldNode {
oldNode.parent = siblingParentNode
}
p, ok := childPointer.(*node)
if !ok {
panic("should be *node")
}
p.parent = siblingParentNode
}
lst, ok = tempPointers[parentNode.maxSize+1].(*node)
if !ok {
panic("should be *node")
}
siblingParentNode.lastOrNextNode = lst
siblingParentNode.lastOrNextNode.parent = siblingParentNode
if siblingParentNode.lastOrNextNode == newNode {
newNode.parent = siblingParentNode
}
if siblingParentNode.lastOrNextNode == oldNode {
oldNode.parent = siblingParentNode
}
childKeyTwo := tempKeys[parentNode.getHalf()]
b.insertIntoParent(parentNode, siblingParentNode, childKeyTwo)
}
}
func (b *BPlusTree) delete(ky key) (interface{}, bool) {
leafNode := b.findLeafNode(ky)
ent, ok := leafNode.findRecord(ky)
if !ok {
return nil, false
}
b.deleteNode(leafNode, ky, ent)
v, ok := ent.(*entry)
if !ok {
panic("should be entry")
}
return v.value, true
}
func (b *BPlusTree) deleteNode(nd *node, ky key, p interface{}) {
nd.delete(ky, p)
if nd.parent == nil && len(nd.keys) == 0 {
b.root = nd.lastOrNextNode
if b.root != nil {
b.root.parent = nil
} else {
b.root = b.makeEmptyLeafNode()
}
return
}
if nd.parent == nil {
return
}
if !nd.isHalf() {
sibling, index, ky, isPrev := nd.lookupSibling()
if len(sibling.keys)+len(nd.keys) < nd.maxSize {
// Coalesce
if !isPrev {
sibling, nd = nd, sibling
}
if !sibling.isLeaf {
sibling.keys = append(sibling.keys, ky)
sibling.keys = append(sibling.keys, nd.keys...)
sibling.pointers = append(sibling.pointers, sibling.lastOrNextNode)
sibling.pointers = append(sibling.pointers, nd.pointers...)
sibling.lastOrNextNode = nd.lastOrNextNode
for _, p := range sibling.pointers {
p.(*node).parent = sibling
}
if sibling.lastOrNextNode != nil {
sibling.lastOrNextNode.parent = sibling
}
} else {
sibling.keys = append(sibling.keys, nd.keys...)
sibling.pointers = append(sibling.pointers, nd.pointers...)
sibling.lastOrNextNode = nd.lastOrNextNode
}
b.deleteNode(sibling.parent, ky, nd)
} else {
// Redistribution
if isPrev {
var lastKey key
if !nd.isLeaf {
lastKey = sibling.keys[len(sibling.keys)-1]
lastPointer := sibling.lastOrNextNode
tempKeys := []key{ky}
tempPointers := []interface{}{lastPointer}
tempKeys = append(tempKeys, nd.keys...)
tempPointers = append(tempPointers, nd.pointers...)
nd.keys = tempKeys
nd.pointers = tempPointers
lastPointer.parent = nd
sibling.keys = sibling.keys[0 : len(sibling.keys)-1]
sibling.lastOrNextNode = sibling.pointers[len(sibling.pointers)-1].(*node)
sibling.pointers = sibling.pointers[0 : len(sibling.pointers)-1]
nd.parent.keys[index] = lastKey
} else {
lastKey = sibling.keys[len(sibling.keys)-1]
lastPointer := sibling.pointers[len(sibling.pointers)-1]
tempKeys := []key{lastKey}
tempPointers := []interface{}{lastPointer}
tempKeys = append(tempKeys, nd.keys...)
tempPointers = append(tempPointers, nd.pointers...)
nd.keys = tempKeys
nd.pointers = tempPointers
sibling.keys = sibling.keys[0 : len(sibling.keys)-1]
sibling.pointers = sibling.pointers[0 : len(sibling.pointers)-1]
nd.parent.keys[index] = lastKey
}
} else {
var firstKey key
if !nd.isLeaf {
firstKey = sibling.keys[0]
firstPointer := sibling.pointers[0]
nd.keys = append(nd.keys, ky)
nd.pointers = append(nd.pointers, nd.lastOrNextNode)
nd.lastOrNextNode = firstPointer.(*node)
firstPointer.(*node).parent = nd
sibling.keys = sibling.keys[1:]
sibling.pointers = sibling.pointers[1:]
nd.parent.keys[index] = firstKey
} else {
firstKey = sibling.keys[0]
firstPointer := sibling.pointers[0]
nd.keys = append(nd.keys, firstKey)
nd.pointers = append(nd.pointers, firstPointer)
sibling.keys = sibling.keys[1:]
sibling.pointers = sibling.pointers[1:]
nd.parent.keys[index] = sibling.keys[0]
}
}
}
}
}