279 lines
5.3 KiB
Go
279 lines
5.3 KiB
Go
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package rtree
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import (
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"math"
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"sync"
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"github.com/tidwall/rtree/base"
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)
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type Iterator func(item Item) bool
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type Item interface {
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Rect(ctx interface{}) (min []float64, max []float64)
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}
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type RTree struct {
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dims int
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maxEntries int
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ctx interface{}
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trs []*base.RTree
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used int
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}
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func New(ctx interface{}) *RTree {
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tr := &RTree{
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ctx: ctx,
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dims: 20,
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maxEntries: 13,
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}
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tr.trs = make([]*base.RTree, 20)
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return tr
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}
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func (tr *RTree) Insert(item Item) {
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if item == nil {
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panic("nil item")
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}
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min, max := item.Rect(tr.ctx)
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if len(min) != len(max) {
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return // just return
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panic("invalid item rectangle")
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}
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if len(min) < 1 || len(min) > len(tr.trs) {
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return // just return
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panic("invalid dimension")
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}
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btr := tr.trs[len(min)-1]
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if btr == nil {
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btr = base.New(len(min), tr.maxEntries)
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tr.trs[len(min)-1] = btr
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tr.used++
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}
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amin := make([]float64, len(min))
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amax := make([]float64, len(max))
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for i := 0; i < len(min); i++ {
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amin[i], amax[i] = min[i], max[i]
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}
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btr.Insert(amin, amax, item)
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}
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func (tr *RTree) Remove(item Item) {
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if item == nil {
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panic("nil item")
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}
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min, max := item.Rect(tr.ctx)
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if len(min) != len(max) {
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return // just return
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panic("invalid item rectangle")
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}
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if len(min) < 1 || len(min) > len(tr.trs) {
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return // just return
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panic("invalid dimension")
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}
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btr := tr.trs[len(min)-1]
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if btr == nil {
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return
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}
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amin := make([]float64, len(min))
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amax := make([]float64, len(max))
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for i := 0; i < len(min); i++ {
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amin[i], amax[i] = min[i], max[i]
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}
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btr.Remove(amin, amax, item)
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if btr.IsEmpty() {
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tr.trs[len(min)-1] = nil
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tr.used--
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}
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}
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func (tr *RTree) Reset() {
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for i := 0; i < len(tr.trs); i++ {
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tr.trs[i] = nil
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}
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tr.used = 0
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}
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func (tr *RTree) Count() int {
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var count int
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for _, btr := range tr.trs {
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if btr != nil {
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count += btr.Count()
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}
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}
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return count
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}
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func (tr *RTree) Search(bounds Item, iter Iterator) {
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if bounds == nil {
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panic("nil bounds being used for search")
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}
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min, max := bounds.Rect(tr.ctx)
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if len(min) != len(max) {
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return // just return
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panic("invalid item rectangle")
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}
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if len(min) < 1 || len(min) > len(tr.trs) {
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return // just return
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panic("invalid dimension")
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}
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used := tr.used
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for i, btr := range tr.trs {
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if used == 0 {
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break
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}
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if btr != nil {
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if !search(btr, min, max, i+1, iter) {
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return
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}
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used--
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}
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}
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}
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func search(btr *base.RTree, min, max []float64, dims int, iter Iterator) bool {
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amin := make([]float64, dims)
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amax := make([]float64, dims)
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for i := 0; i < dims; i++ {
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if i < len(min) {
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amin[i] = min[i]
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amax[i] = max[i]
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} else {
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amin[i] = math.Inf(-1)
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amax[i] = math.Inf(+1)
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}
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}
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var ended bool
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btr.Search(amin, amax, func(item interface{}) bool {
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if !iter(item.(Item)) {
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ended = true
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return false
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}
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return true
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})
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return !ended
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}
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func (tr *RTree) KNN(bounds Item, center bool, iter func(item Item, dist float64) bool) {
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if bounds == nil {
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panic("nil bounds being used for search")
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}
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min, max := bounds.Rect(tr.ctx)
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if len(min) != len(max) {
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return // just return
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panic("invalid item rectangle")
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}
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if len(min) < 1 || len(min) > len(tr.trs) {
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return // just return
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panic("invalid dimension")
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}
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if tr.used == 0 {
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return
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}
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if tr.used == 1 {
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for i, btr := range tr.trs {
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if btr != nil {
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knn(btr, min, max, center, i+1, func(item interface{}, dist float64) bool {
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return iter(item.(Item), dist)
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})
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break
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}
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}
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return
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}
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type queueT struct {
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done bool
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step int
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item Item
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dist float64
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}
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var mu sync.Mutex
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var ended bool
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queues := make(map[int][]queueT)
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cond := sync.NewCond(&mu)
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for i, btr := range tr.trs {
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if btr != nil {
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dims := i + 1
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mu.Lock()
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queues[dims] = []queueT{}
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cond.Signal()
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mu.Unlock()
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go func(dims int, btr *base.RTree) {
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knn(btr, min, max, center, dims, func(item interface{}, dist float64) bool {
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mu.Lock()
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if ended {
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mu.Unlock()
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return false
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}
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queues[dims] = append(queues[dims], queueT{item: item.(Item), dist: dist})
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cond.Signal()
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mu.Unlock()
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return true
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})
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mu.Lock()
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queues[dims] = append(queues[dims], queueT{done: true})
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cond.Signal()
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mu.Unlock()
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}(dims, btr)
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}
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}
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mu.Lock()
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for {
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ready := true
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for i := range queues {
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if len(queues[i]) == 0 {
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ready = false
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break
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}
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if queues[i][0].done {
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delete(queues, i)
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}
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}
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if len(queues) == 0 {
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break
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}
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if ready {
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var j int
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var minDist float64
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var minItem Item
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var minQueue int
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for i := range queues {
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if j == 0 || queues[i][0].dist < minDist {
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minDist = queues[i][0].dist
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minItem = queues[i][0].item
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minQueue = i
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}
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}
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queues[minQueue] = queues[minQueue][1:]
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if !iter(minItem, minDist) {
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ended = true
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break
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}
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continue
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}
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cond.Wait()
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}
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mu.Unlock()
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}
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func knn(btr *base.RTree, min, max []float64, center bool, dims int, iter func(item interface{}, dist float64) bool) bool {
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amin := make([]float64, dims)
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amax := make([]float64, dims)
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for i := 0; i < dims; i++ {
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if i < len(min) {
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amin[i] = min[i]
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amax[i] = max[i]
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} else {
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amin[i] = math.Inf(-1)
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amax[i] = math.Inf(+1)
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}
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}
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var ended bool
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btr.KNN(amin, amax, center, func(item interface{}, dist float64) bool {
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if !iter(item.(Item), dist) {
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ended = true
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return false
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}
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return true
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})
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return !ended
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}
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