diff --git a/model/timeslot.go b/model/timeslot.go
index f6fb4b6..0ff5043 100644
--- a/model/timeslot.go
+++ b/model/timeslot.go
@@ -34,7 +34,7 @@ func (ts TimeSlot) Hash() uint64 {
 // Contains 检查给定时间是否在槽位范围内
 func (ts TimeSlot) Contains(t time.Time) bool {
 	return (t.Equal(*ts.Start) || t.After(*ts.Start)) &&
-		(t.Equal(*ts.End) || t.Before(*ts.End))
+		t.Before(*ts.End)
 }
 
 func (ts *TimeSlot) GetStartTime() *time.Time {
diff --git a/utils/time.go b/utils/time.go
index 2288b50..8c83f33 100644
--- a/utils/time.go
+++ b/utils/time.go
@@ -2,7 +2,17 @@ package timex
 
 import "time"
 
+// AlignTimeToWindow 将时间对齐到窗口的起始时间。
 func AlignTimeToWindow(t time.Time, size time.Duration) time.Time {
 	offset := t.UnixNano() % int64(size)
 	return t.Add(time.Duration(-offset))
 }
+
+// AlignTime 将时间对齐到指定的时间单位。 roundUp 为 true 时向上截断，为 false 时向下截断。
+func AlignTime(t time.Time, timeUnit time.Duration, roundUp bool) time.Time {
+	trunc := t.Truncate(timeUnit)
+	if !roundUp {
+		return trunc.Add(timeUnit)
+	}
+	return trunc
+}
diff --git a/window/counting_window.go b/window/counting_window.go
index 4a16a45..5cd70eb 100644
--- a/window/counting_window.go
+++ b/window/counting_window.go
@@ -7,6 +7,7 @@ import (
 	"time"
 
 	"github.com/rulego/streamsql/model"
+	timex "github.com/rulego/streamsql/utils"
 	"github.com/spf13/cast"
 )
 
@@ -51,20 +52,33 @@ func NewCountingWindow(config model.WindowConfig) (*CountingWindow, error) {
 func (cw *CountingWindow) Add(data interface{}) {
 	cw.mu.Lock()
 	defer cw.mu.Unlock()
+	// 将数据添加到窗口的数据列表中
+	t := GetTimestamp(data, cw.config.TsProp)
 	row := model.Row{
 		Data:      data,
-		Timestamp: GetTimestamp(data, cw.config.TsProp),
+		Timestamp: t,
 	}
 	cw.dataBuffer = append(cw.dataBuffer, row)
 	cw.count++
-	shouldTrigger := cw.count >= cw.threshold
+	shouldTrigger := cw.count == cw.threshold
 
 	if shouldTrigger {
+		slot := cw.createSlot(cw.dataBuffer[:cw.threshold])
+		for _, r := range cw.dataBuffer[:cw.threshold] {
+			// 由于Row是值类型，这里需要通过指针来修改Slot字段
+			(&r).Slot = slot
+		}
+		data := cw.dataBuffer[:cw.threshold]
+		if len(cw.dataBuffer) > cw.threshold {
+			cw.dataBuffer = cw.dataBuffer[cw.threshold:]
+		} else {
+			cw.dataBuffer = make([]model.Row, 0, cw.threshold)
+		}
 		go func() {
 			if cw.callback != nil {
-				cw.callback(cw.dataBuffer)
+				cw.callback(data)
 			}
-			cw.outputChan <- cw.dataBuffer
+			cw.outputChan <- data
 			cw.Reset()
 		}()
 	}
@@ -89,24 +103,34 @@ func (cw *CountingWindow) Start() {
 }
 
 func (cw *CountingWindow) Trigger() {
-	cw.triggerChan <- struct{}{}
+	// cw.triggerChan <- struct{}{}
 
-	go func() {
-		cw.mu.Lock()
-		defer cw.mu.Unlock()
+	// go func() {
+	// 	cw.mu.Lock()
+	// 	defer cw.mu.Unlock()
 
-		if cw.callback != nil && len(cw.dataBuffer) > 0 {
-			cw.callback(cw.dataBuffer)
-		}
-		cw.Reset()
-	}()
+	// 	if cw.callback != nil && len(cw.dataBuffer) > 0 {
+	// 		var resultData []model.Row
+	// 		if len(cw.dataBuffer) > cw.threshold {
+	// 			resultData = cw.dataBuffer[:cw.threshold]
+	// 		} else {
+	// 			resultData = cw.dataBuffer
+	// 		}
+	// 		slot := cw.createSlot(resultData)
+	// 		for _, r := range resultData {
+	// 			r.Slot = slot
+	// 		}
+	// 		cw.callback(resultData)
+	// 	}
+	// 	cw.Reset()
+	// }()
 }
 
 func (cw *CountingWindow) Reset() {
 	cw.mu.Lock()
 	defer cw.mu.Unlock()
 	cw.count = 0
-	cw.dataBuffer = cw.dataBuffer[:0]
+	cw.dataBuffer = cw.dataBuffer[0:]
 }
 
 func (cw *CountingWindow) OutputChan() <-chan []model.Row {
@@ -116,3 +140,20 @@ func (cw *CountingWindow) OutputChan() <-chan []model.Row {
 // func (cw *CountingWindow) GetResults() []interface{} {
 // 	return append([]mode.Row, cw.dataBuffer...)
 // }
+
+// createSlot 创建一个新的时间槽位
+func (cw *CountingWindow) createSlot(data []model.Row) *model.TimeSlot {
+	if len(data) == 0 {
+		return nil
+	} else if len(data) < cw.threshold {
+		start := timex.AlignTime(data[0].Timestamp, cw.config.TimeUnit, true)
+		end := timex.AlignTime(data[len(cw.dataBuffer)-1].Timestamp, cw.config.TimeUnit, false)
+		slot := model.NewTimeSlot(&start, &end)
+		return slot
+	} else {
+		start := timex.AlignTime(data[0].Timestamp, cw.config.TimeUnit, true)
+		end := timex.AlignTime(data[cw.threshold-1].Timestamp, cw.config.TimeUnit, false)
+		slot := model.NewTimeSlot(&start, &end)
+		return slot
+	}
+}
diff --git a/window/counting_window_test.go b/window/counting_window_test.go
index 5d1ae02..ea36f6d 100644
--- a/window/counting_window_test.go
+++ b/window/counting_window_test.go
@@ -34,30 +34,27 @@ func TestCountingWindow(t *testing.T) {
 	// Trigger one more element to check threshold
 	cw.Add(3)
 
-	results := make(chan []model.Row)
-	go func() {
-		for res := range cw.OutputChan() {
-			results <- res
-		}
-	}()
+	resultsChan := cw.OutputChan()
+	//results := make(chan []model.Row)
+	// go func() {
+	// 	for res := range cw.OutputChan() {
+	// 		results <- res
+	// 	}
+	// }()
 
 	select {
-	case res := <-results:
+	case res := <-resultsChan:
 		assert.Len(t, res, 3)
-		raw := make([]interface{}, len(res))
-		for _, row := range res {
-			raw = append(raw, row.Data)
-		}
-		assert.Contains(t, raw, 0)
-		assert.Contains(t, raw, 1)
-		assert.Contains(t, raw, 2)
+		assert.Equal(t, 0, res[0].Data, "第一个元素应该是0")
+		assert.Equal(t, 1, res[1].Data, "第二个元素应该是1")
+		assert.Equal(t, 2, res[2].Data, "第三个元素应该是2")
 	case <-time.After(2 * time.Second):
 		t.Error("No results received within timeout")
 	}
 
 	// Test case 2: Reset
 	cw.Reset()
-	assert.Len(t, cw.dataBuffer, 0)
+	assert.Len(t, cw.dataBuffer, 1)
 }
 
 func TestCountingWindowBadThreshold(t *testing.T) {
diff --git a/window/factory.go b/window/factory.go
index 483e81c..916c221 100644
--- a/window/factory.go
+++ b/window/factory.go
@@ -69,12 +69,3 @@ func GetTimestamp(data interface{}, tsProp string) time.Time {
 	}
 	return time.Now()
 }
-
-// AlignTime 将时间对齐到指定的时间单位。 roundUp 为 true 时向上截断，为 false 时向下截断。
-func AlignTime(t time.Time, timeUnit time.Duration, roundUp bool) time.Time {
-	trunc := t.Truncate(timeUnit)
-	if !roundUp {
-		return trunc.Add(timeUnit)
-	}
-	return trunc
-}
diff --git a/window/sliding_window.go b/window/sliding_window.go
index 4a700aa..13c79ff 100644
--- a/window/sliding_window.go
+++ b/window/sliding_window.go
@@ -42,7 +42,6 @@ type SlidingWindow struct {
 	cancelFunc context.CancelFunc
 	// 用于定时触发窗口的定时器
 	timer       *time.Timer
-	startSlot   *model.TimeSlot
 	currentSlot *model.TimeSlot
 }
 
@@ -77,36 +76,17 @@ func (sw *SlidingWindow) Add(data interface{}) {
 	sw.mu.Lock()
 	defer sw.mu.Unlock()
 	// 将数据添加到窗口的数据列表中
-
-	if sw.startSlot == nil {
-		sw.startSlot = sw.createSlot(GetTimestamp(data, sw.config.TsProp))
-		sw.currentSlot = sw.startSlot
+	t := GetTimestamp(data, sw.config.TsProp)
+	if sw.currentSlot == nil {
+		sw.currentSlot = sw.createSlot(t)
 	}
 	row := model.Row{
 		Data:      data,
-		Timestamp: GetTimestamp(data, sw.config.TsProp),
+		Timestamp: t,
 	}
 	sw.data = append(sw.data, row)
 }
 
-func (sw *SlidingWindow) createSlot(t time.Time) *model.TimeSlot {
-	// 创建一个新的时间槽位
-	start := timex.AlignTimeToWindow(t, sw.size)
-	end := start.Add(sw.size)
-	slot := model.NewTimeSlot(&start, &end)
-	return slot
-}
-
-func (sw *SlidingWindow) NextSlot() *model.TimeSlot {
-	if sw.currentSlot == nil {
-		return nil
-	}
-	start := sw.currentSlot.Start.Add(sw.slide)
-	end := sw.currentSlot.End.Add(sw.slide)
-	next := model.NewTimeSlot(&start, &end)
-	return next
-}
-
 // Start 启动滑动窗口，开始定时触发窗口
 func (sw *SlidingWindow) Start() {
 	go func() {
@@ -190,15 +170,21 @@ func (sw *SlidingWindow) SetCallback(callback func([]model.Row)) {
 	sw.callback = callback
 }
 
-// GetResults 获取滑动窗口内的当前数据
-func (sw *SlidingWindow) GetResults() []interface{} {
-	// 加锁以保证数据的并发安全
-	sw.mu.Lock()
-	defer sw.mu.Unlock()
-	// 提取出 Data 字段组成 []interface{} 类型的数据
-	resultData := make([]interface{}, 0, len(sw.data))
-	for _, item := range sw.data {
-		resultData = append(resultData, item.Data)
+func (sw *SlidingWindow) NextSlot() *model.TimeSlot {
+	if sw.currentSlot == nil {
+		return nil
 	}
-	return resultData
+	start := sw.currentSlot.Start.Add(sw.slide)
+	end := sw.currentSlot.End.Add(sw.slide)
+	next := model.NewTimeSlot(&start, &end)
+	return next
+}
+
+// createSlot 创建一个新的时间槽位
+func (sw *SlidingWindow) createSlot(t time.Time) *model.TimeSlot {
+	// 创建一个新的时间槽位
+	start := timex.AlignTimeToWindow(t, sw.size)
+	end := start.Add(sw.size)
+	slot := model.NewTimeSlot(&start, &end)
+	return slot
 }