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bptree.go
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package bptree
import (
"errors"
"fmt"
"sort"
"sync"
)
type Cond int
const (
Less Cond = -1
Equal = 0
Greater = 1
)
type Key interface {
CompareTo(key Key) Cond
}
type Elem interface {
Key() Key
}
var (
// errors
ERR_NOT_INITIALIZED = errors.New("Bptree is not initialized")
ERR_EMPTY = errors.New("empty tree")
ERR_NOT_FOUND = errors.New("not found")
ERR_OVERLAPPED = errors.New("element overlapped")
ERR_EXCEED_MAX_DEPTH = errors.New("tree reached to max depth")
ERR_SEARCH_OVERFLOWED = errors.New("search overflowed")
ERR_SEARCH_UNDERFLOWED = errors.New("search underflowed")
)
type Bptree struct {
root *indexNode
maxDegree int
maxDepth int
allowOverlap bool
lock *sync.RWMutex
initialized bool
}
func NewBptree(maxDegree, maxDepth int, allowOverlap bool) (*Bptree, error) {
if maxDegree < 3 {
return nil, errors.New("max degree must to have more than 3")
}
if maxDepth < 0 {
return nil, errors.New("max depth must to have zero or a positive value")
}
return &Bptree{
maxDegree: maxDegree,
maxDepth: maxDepth,
allowOverlap: allowOverlap,
lock: new(sync.RWMutex),
initialized: true,
}, nil
}
func (tree *Bptree) Insert(elem Elem) error {
if !tree.initialized {
return ERR_NOT_INITIALIZED
}
// write lock
tree.lock.Lock()
defer tree.lock.Unlock()
// create root node if it is not exist
if tree.root == nil {
rnode := &indexNode{
children: make([]Elem, 0, tree.maxDegree+1),
depthToLeaf: 0,
isInternal: false,
next: nil,
prev: nil,
}
rnode.children = append(rnode.children, elem)
tree.root = rnode
return nil
}
// check current node depth, actually tree could have tree.maxDepth + 1
if tree.root.depthToLeaf > tree.maxDepth {
return ERR_EXCEED_MAX_DEPTH
}
// find paths pass by
paths, err := tree.findToInsert(elem.Key())
if err != nil {
return err
}
// insert element into last index node
lastPath := paths[len(paths)-1]
err = lastPath.insertElem(elem, tree.maxDegree, tree.allowOverlap)
if err != nil {
return err
}
// do balancing if index node has children more than tree.maxDegree
for i := len(paths) - 1; i >= 0; i-- {
path := paths[i]
var allowedDegree int
if path.isInternal {
allowedDegree = tree.maxDegree
} else {
allowedDegree = tree.maxDegree - 1
}
if len(path.children) > allowedDegree {
err = tree.balance(paths[:i+1])
if err != nil {
return err
}
}
}
return nil
}
func (tree *Bptree) Remove(key Key) error {
if !tree.initialized {
return ERR_NOT_INITIALIZED
}
// lock
tree.lock.Lock()
defer tree.lock.Unlock()
// find paths
paths, err := tree.findToExactElem(key)
if err != nil {
return err
}
lenPaths := len(paths)
// if only root is existed
if lenPaths == 1 {
root := paths[0]
ok := root.deleteElem(key, tree.maxDegree)
if !ok {
treePrinted, _ := printTreeToString(tree)
panic(fmt.Sprintf("element must be existed in root\n%s\n", treePrinted))
}
return nil
}
var allowedDegree int
var curr *indexNode
// do balancing if index node has children less than tree.maxDegree / 2
for i := lenPaths - 1; i >= 0; i-- {
curr = paths[i]
if i == 0 { // at root
if tree.root != curr {
panic("must should be root")
}
if len(curr.children) == 0 {
if len(paths) > 1 {
tree.root = paths[1]
} else {
tree.root = nil
}
}
return nil
}
if curr.isInternal {
allowedDegree = tree.maxDegree / 2
} else {
allowedDegree = (tree.maxDegree - 1) / 2
}
if i == lenPaths-1 { // at first loop (last node in paths)
// delete the element at belong node
var ok bool
ok = curr.deleteElem(key, tree.maxDegree)
if !ok {
treePrinted, _ := printTreeToString(tree)
panic(fmt.Sprintf("element must be existed\n%s\n", treePrinted))
}
}
if len(curr.children) < allowedDegree {
ok := tree.redistribution(paths[:i+1], allowedDegree)
if !ok {
err = tree.merge(paths[:i+1])
if err != nil {
return err
}
}
}
}
return nil
}
func (tree *Bptree) SearchElem(key Key) (elem Elem, ok bool, err error) {
var res *SearchResult
res, ok, err = tree.Search(key)
if err != nil || !ok {
return
}
elem = res.Elem()
return
}
func (tree *Bptree) SearchElemNearby(key Key, direction Direction) (elem Elem, equal bool, err error) {
var res *SearchResult
res, equal, err = tree.SearchNearby(key, direction)
if err != nil {
return
}
elem = res.Elem()
return
}
func (tree *Bptree) SearchNearby(key Key, direction Direction) (res *SearchResult, equal bool, err error) {
if !tree.initialized {
err = ERR_NOT_INITIALIZED
return
}
// read lock
tree.lock.RLock()
defer tree.lock.RUnlock()
var elem Elem
// find paths
paths, _ := tree.findToExactElem(key)
if len(paths) == 0 {
err = ERR_EMPTY
return
}
node := paths[len(paths)-1]
i, equal := node.children.find(key)
if equal {
elem = node.children[i]
} else {
switch direction {
case ToRight:
if i == len(node.children) {
if node.next == nil {
err = ERR_SEARCH_OVERFLOWED
return
}
elem = node.next.children[0]
} else {
elem = node.children[i]
}
case ToLeft:
if i == 0 {
if node.prev == nil {
err = ERR_SEARCH_UNDERFLOWED
return
}
node = node.prev
i = len(node.children) - 1
elem = node.prev.children[i]
} else {
i -= 1
elem = node.children[i]
}
}
}
res = &SearchResult{
node: node,
i: i,
matchElem: elem,
treeLock: tree.lock,
}
return
}
func (tree *Bptree) Search(key Key) (res *SearchResult, ok bool, err error) {
if !tree.initialized {
err = ERR_NOT_INITIALIZED
return
}
// read lock
tree.lock.RLock()
defer tree.lock.RUnlock()
// find paths
paths, e := tree.findToExactElem(key)
if e != nil {
if e != ERR_NOT_FOUND {
err = e
return
} else {
return
}
}
if len(paths) == 0 {
err = ERR_EMPTY
return
}
node := paths[len(paths)-1]
i, equal := node.children.find(key)
if !equal {
return
}
res = &SearchResult{
node: node,
i: i,
matchElem: node.children[i],
treeLock: tree.lock,
}
ok = true
return
}
func (tree *Bptree) find(key Key, idxAdjust func(*indexNode, int, bool) (int, error)) (paths []*indexNode, err error) {
paths = make([]*indexNode, 0, tree.maxDepth)
node := tree.root
if node == nil {
return nil, ERR_EMPTY
}
for node != nil {
paths = append(paths, node)
if !node.isInternal {
break
}
elems := node.children
var isEqual bool = false
idx := sort.Search(len(elems), func(i int) bool {
cond := elems[i].Key().CompareTo(key)
if cond == Equal {
isEqual = true
}
return cond == Equal || cond == Greater
})
idx, err = idxAdjust(node, idx, isEqual)
if err != nil {
return
}
node = elems[idx].(*indexNode)
}
return
}
func (tree *Bptree) findToInsert(key Key) (paths []*indexNode, err error) {
return tree.find(key, func(node *indexNode, idx int, isEqual bool) (int, error) {
if isEqual && !tree.allowOverlap {
return -1, ERR_OVERLAPPED
}
idx -= 1
if idx < 0 {
idx = 0
}
return idx, nil
})
}
func (tree *Bptree) findToExactElem(key Key) (paths []*indexNode, err error) {
return tree.find(key, func(node *indexNode, idx int, isEqual bool) (int, error) {
if !isEqual {
if !node.isInternal {
return -1, ERR_NOT_FOUND
}
idx -= 1
if idx < 0 {
idx = 0
}
}
return idx, nil
})
}
func (tree *Bptree) balance(paths []*indexNode) error {
lenPaths := len(paths)
if lenPaths == 0 {
return ERR_EMPTY
}
var parent, curr, next *indexNode
switch {
case lenPaths == 1: // at root node
// creating a new root node
curr = paths[0]
parent = &indexNode{
children: make([]Elem, 0, tree.maxDegree+1),
depthToLeaf: curr.depthToLeaf + 1,
isInternal: true,
next: nil,
prev: nil,
}
parent.children = append(parent.children, curr)
tree.root = parent
default:
parent = paths[lenPaths-2]
curr = paths[lenPaths-1]
}
currChildren := curr.children
mid := len(currChildren) / 2
next = &indexNode{
children: make([]Elem, len(currChildren)-mid, tree.maxDegree+1),
depthToLeaf: curr.depthToLeaf,
isInternal: curr.isInternal,
next: curr.next,
prev: curr,
}
curr.children = currChildren[:mid]
copy(next.children, currChildren[mid:])
curr.next = next
if next.next != nil {
next.next.prev = next
}
err := parent.insertElem(next, tree.maxDegree, tree.allowOverlap)
if err != nil {
return err
}
return nil
}
func (tree *Bptree) redistribution(paths []*indexNode, allowedDegree int) bool {
lenPaths := len(paths)
if lenPaths < 1 {
panic("redistribution must not be in root")
}
var parent, curr *indexNode
parent = paths[lenPaths-2]
curr = paths[lenPaths-1]
// get siblings
lSibling, rSibling := tree.findSiblings(parent, curr.Key())
var withLeft bool
switch {
case lSibling == nil && rSibling == nil:
panic("no such case")
case lSibling != nil && rSibling == nil:
withLeft = true
case lSibling == nil && rSibling != nil:
withLeft = false
default:
if len(lSibling.children) > len(rSibling.children) {
withLeft = true
} else {
withLeft = false
}
}
if withLeft {
// redistribution with left sibling
lsChildrenLen := len(lSibling.children)
if lsChildrenLen-1 <= allowedDegree {
return false
}
borrow := lSibling.children[lsChildrenLen-1]
lSibling.children = lSibling.children[:lsChildrenLen-1]
newChildren := make([]Elem, len(curr.children)+1, tree.maxDegree+1)
newChildren[0] = borrow
copy(newChildren[1:], curr.children)
curr.children = newChildren
} else {
// redistribution with right sibling
rsChildrenLen := len(rSibling.children)
if rsChildrenLen-1 <= allowedDegree {
return false
}
borrow := rSibling.children[0]
rSibling.children = rSibling.children[1:]
curr.children = append(curr.children, borrow)
}
return true
}
func (tree *Bptree) merge(paths []*indexNode) error {
lenPaths := len(paths)
if lenPaths < 1 {
panic("merge must not be in root")
}
var parent, curr *indexNode
parent = paths[lenPaths-2]
curr = paths[lenPaths-1]
// calculate max children
var allowedDegree int
if curr.isInternal {
allowedDegree = tree.maxDegree
} else {
allowedDegree = tree.maxDegree - 1
}
// get siblings
lSibling, rSibling := tree.findSiblings(parent, curr.Key())
var withLeft bool
switch {
case lSibling == nil && rSibling == nil:
panic("no such case")
case lSibling != nil && rSibling == nil:
withLeft = true
case lSibling == nil && rSibling != nil:
withLeft = false
default:
if len(lSibling.children) <= len(rSibling.children) {
withLeft = true
} else {
withLeft = false
}
}
if withLeft {
// merging with left sibling
if len(lSibling.children)+len(curr.children) > allowedDegree {
panic("number of children must be after merging")
}
lSibling.children = append(lSibling.children, curr.children...)
lSibling.next = curr.next
if curr.next != nil {
curr.next.prev = lSibling
}
parent.deleteElem(curr.Key(), tree.maxDegree)
} else {
// merging with right sibling
if len(rSibling.children)+len(curr.children) > allowedDegree {
panic("number of children must be after merging")
}
rSibling.children = append(curr.children, rSibling.children...)
rSibling.prev = curr.prev
if curr.prev != nil {
curr.prev.next = rSibling
}
parent.deleteElem(curr.Key(), tree.maxDegree)
}
return nil
}
func (tree *Bptree) findSiblings(parent *indexNode, key Key) (left, right *indexNode) {
pChildrenLen := len(parent.children)
i, equal := parent.children.find(key)
if !equal {
panic("parent must have the duty of supporting")
}
if i != 0 {
left = parent.children[i-1].(*indexNode)
}
if i != pChildrenLen-1 {
right = parent.children[i+1].(*indexNode)
}
return
}