diff --git a/priority_queue/priority_list.go b/priority_queue/priority_list.go
deleted file mode 100644
index 00a0b1c..0000000
--- a/priority_queue/priority_list.go
+++ /dev/null
@@ -1,58 +0,0 @@
-package plist
-
-import (
-	"github.com/davecgh/go-spew/spew"
-)
-
-// Node 节点结构
-type Node struct {
-	next  *Node
-	value interface{}
-}
-
-// PriorityList
-type PriorityList struct {
-	size int
-	head *Node
-}
-
-// New a node
-func New() *PriorityList {
-	p := new(PriorityList)
-	return p
-}
-
-// String 展示需要的
-func (pl *PriorityList) String() string {
-
-	content := ""
-
-	for cur := pl.head; cur != nil; cur = cur.next {
-		content += spew.Sprint(cur.value) + "-"
-	}
-
-	if content != "" && content[len(content)-1] == '-' {
-		content = content[:len(content)-1]
-	}
-
-	return content
-}
-
-// insert 插入值
-func (pl *PriorityList) nodeInsert(cur *Node, value interface{}) {
-	if cur == nil {
-		temp := pl.head
-		pl.head = &Node{value: value}
-		pl.head.next = temp
-		return
-	}
-
-	temp := cur.next
-	cur.next = &Node{value: value}
-	cur.next.next = temp
-}
-
-// Size 长度
-func (pl *PriorityList) Size() int {
-	return pl.size
-}
diff --git a/priority_queue/priority_queue.go b/priority_queue/priority_queue.go
index 5d2897b..1934c8f 100644
--- a/priority_queue/priority_queue.go
+++ b/priority_queue/priority_queue.go
@@ -1,41 +1,33 @@
 package plist
 
 import (
+	"errors"
 	"log"
-	"strings"
 
 	"github.com/davecgh/go-spew/spew"
-	"github.com/emirpasic/gods/trees/avltree"
+
+	"github.com/emirpasic/gods/trees/binaryheap"
+
 	"github.com/emirpasic/gods/utils"
 )
 
 // PriorityQueue 优先队列 适合数据量不大, 加索引
 type PriorityQueue struct {
-	avl        *avltree.Tree
+	heaps    []*binaryheap.Heap
+	heapsCap int
+	cursor   int
+
+	splitlimit int
 	size       int
 	comparator utils.Comparator
-	splitlimit int
 }
 
 func (pq *PriorityQueue) String() string {
 
 	content := ""
-	iter := pq.avl.Iterator()
 
-	for !iter.Last() {
-		iter.Next()
-	}
-
-	for iter.Prev() {
-		pl := iter.Value().(*PriorityList)
-
-		cur := pl.head
-		for cur != nil {
-			content += spew.Sprint(cur.value) + "-"
-			cur = cur.next
-		}
-		content = strings.TrimRight(content, "-")
-		content += " ～ "
+	for i := pq.cursor; i < pq.heapsCap; i++ {
+		content += spew.Sprint(pq.heaps[i].Values()) + "--"
 	}
 
 	return content
@@ -43,6 +35,11 @@ func (pq *PriorityQueue) String() string {
 
 func NewWithIntComparator() *PriorityQueue {
 	pq := new(PriorityQueue)
+	pq.splitlimit = 20
+	pq.heapsCap = 10
+	pq.heaps = make([]*binaryheap.Heap, pq.heapsCap, pq.heapsCap)
+	pq.cursor = pq.heapsCap - 1
+
 	pq.comparator = func(v1, v2 interface{}) int {
 		if v1.(int) > v2.(int) {
 			return 1
@@ -51,78 +48,35 @@ func NewWithIntComparator() *PriorityQueue {
 		}
 		return 0
 	}
-	pq.avl = avltree.NewWith(pq.comparator)
-	pq.splitlimit = 8
-	pq.size = 0
+	pq.heaps[pq.cursor] = binaryheap.NewWith(pq.comparator)
 	return pq
 }
 
 func (pq *PriorityQueue) Push(value interface{}) {
-	var pl *PriorityList
 	pq.size++
 
-	defer func() {
-		if pl.size >= pq.splitlimit {
-			moveIndex := pl.size / 2
-			cur := pl.head
-			for i := 1; i < moveIndex; i++ {
-				cur = cur.next
+	curheap := pq.heaps[pq.cursor]
+	log.Println(pq.heaps)
+	if curheap.Size() >= pq.splitlimit {
+		if pq.cursor == 0 {
+			// remake
+		}
+		pq.cursor--
+		heap := binaryheap.NewWith(pq.comparator)
+		heap.Push(value)
+		for i := 0; i < pq.splitlimit/2-1; i++ {
+			v, ok := curheap.Pop()
+			if !ok {
+				panic(errors.New("size is error?"))
 			}
-			log.Println("pq:", pq.String())
-			temp := cur.next
-			cur.next = nil
-
-			plsp := &PriorityList{}
-			plsp.head = temp
-			plsp.size = pl.size - moveIndex
-
-			pl.size = moveIndex
-
-			pq.avl.Put(plsp.head.value, plsp)
-			log.Println("list:", pl.head.value, pl.String())
-			log.Println("list:", plsp.head.value, plsp.String())
-			log.Println("pq:", pq.avl.Values())
-			log.Println("pq:", pq.String(), "\n----------")
+			heap.Push(v)
 		}
-	}()
-
-	floor, ok := pq.avl.Floor(value)
-	if ok {
-
-		pl = floor.Value.(*PriorityList)
-		cur := pl.head
-		pl.size++
-
-		if pq.comparator(value, cur.value) > 0 {
-
-			temp := pl.head
-			pl.head = &Node{value: value}
-			pl.head.next = temp
-
-			return
-		}
-
-		for cur.next != nil {
-			if pq.comparator(value, cur.next.value) >= 0 {
-				temp := cur.next
-				cur.next = &Node{value: value}
-				cur.next.next = temp
-				return
-			}
-			cur = cur.next
-		}
-		// next == nil
-		cur.next = &Node{value: value}
-		return
+		pq.heaps[pq.cursor] = heap
 
+	} else {
+		curheap.Push(value)
 	}
 
-	pl = &PriorityList{}
-	pl.head = &Node{value: value}
-	pl.size++
-
-	pq.avl.Put(pl.head.value, pl)
-
 	return
 
 }
diff --git a/priority_queue/priority_queue_test.go b/priority_queue/priority_queue_test.go
index f2ab7d4..86e7491 100644
--- a/priority_queue/priority_queue_test.go
+++ b/priority_queue/priority_queue_test.go
@@ -12,22 +12,6 @@ import (
 	"github.com/emirpasic/gods/trees/binaryheap"
 )
 
-func TestPList(t *testing.T) {
-	pl := &PriorityList{}
-	for i := 0; i < 10; i++ {
-		pl.nodeInsert(nil, randomdata.Number(0, 10))
-	}
-	t.Error(pl.String())
-
-	cur := pl.head
-	for i := 0; i < 5; i++ {
-		cur = cur.next
-	}
-	pl.nodeInsert(cur, 11)
-
-	t.Error(pl.String())
-}
-
 func TestPQ(t *testing.T) {
 
 	var l []int
@@ -48,40 +32,10 @@ func TestPQ(t *testing.T) {
 }
 
 func BenchmarkPQ(b *testing.B) {
-	pq := NewWithIntComparator()
-
-	b.N = 1000000
-	for i := b.N; i > 0; i-- {
-		pq.Push(i)
-	}
-
-	iter := pq.avl.Iterator()
-	iter.Next()
-
-	pl := iter.Value().(*PriorityList)
-	b.Log(pq.size, pq.avl.Size(), pl.Size(), pl.head)
-	b.Log(pl.head.value)
-	if pl.head.next != nil {
-		b.Log(pl.head.next.value)
-	}
 
 	// b.Log("all:", pq.avl.Size(), pq.avl.Values())
 }
 
-func BenchmarkPList(b *testing.B) {
-
-	for i := 0; i < b.N; i++ {
-		pl := &PriorityList{}
-		for i2 := 0; i2 < 5; i2++ {
-			cur := pl.head
-			for n := 0; n < i2; n++ {
-				cur = cur.next
-			}
-			pl.nodeInsert(cur, i2)
-		}
-	}
-}
-
 func TestAvl(t *testing.T) {
 
 	comparator := func(v1, v2 interface{}) int {