diff --git a/server/controller/http/router/prometheus.go b/server/controller/http/router/prometheus.go
index 1cdb545b00bd..699c52bd8401 100644
--- a/server/controller/http/router/prometheus.go
+++ b/server/controller/http/router/prometheus.go
@@ -42,16 +42,13 @@ func (p *Prometheus) RegisterTo(e *gin.Engine) {
 func createPrometheusCleanTask(c *gin.Context) {
 	body := make(map[string]interface{})
 	err := c.ShouldBindBodyWith(&body, binding.JSON)
-	log.Errorf("body: %v", body)
 	if err != nil {
-		log.Errorf("body: %v", err)
 		routercommon.JsonResponse(c, body, err)
 		return
 	}
 
 	isMaster, masterCtrlIP, httpPort, _, err := common.CheckSelfAndGetMasterControllerHostPort()
 	if err != nil {
-		log.Errorf("body: %v", err)
 		routercommon.JsonResponse(c, body, err)
 		return
 	}
@@ -60,16 +57,13 @@ func createPrometheusCleanTask(c *gin.Context) {
 		if e, ok := body["EXPIRED_AT"]; ok {
 			expiredAt, err = time.Parse(common.GO_BIRTHDAY, e.(string))
 			if err != nil {
-				log.Errorf("body: %v", err)
 				routercommon.JsonResponse(c, body, err)
 				return
 			}
 		}
-		log.Errorf("body: %v", body)
 		err = prometheus.GetCleaner().Clear(expiredAt)
 	} else {
 		_, err = common.CURLPerform(http.MethodPost, fmt.Sprintf("http://%s:%d/v1/prometheus-cleaner-tasks/", masterCtrlIP, httpPort), body)
-		log.Errorf("body: %v", err)
 	}
 	routercommon.JsonResponse(c, body, err)
 }
diff --git a/server/controller/prometheus/cache/cache.go b/server/controller/prometheus/cache/cache.go
index 0542e04cb608..289d7acb401d 100644
--- a/server/controller/prometheus/cache/cache.go
+++ b/server/controller/prometheus/cache/cache.go
@@ -185,12 +185,17 @@ func GetDebugCache(t controller.PrometheusCacheType) []byte {
 	getMetricAndAppLabelLayout := func() {
 		temp := map[string]interface{}{
 			"layout_key_to_index": make(map[string]interface{}),
+			"layout_key_to_id":    make(map[string]int),
 		}
 		tempCache.MetricAndAPPLabelLayout.layoutKeyToIndex.Range(func(key, value any) bool {
 			temp["layout_key_to_index"].(map[string]interface{})[marshal(key)] = value
 			return true
 		})
-		if len(temp["layout_key_to_index"].(map[string]interface{})) > 0 {
+		for iter := range tempCache.MetricAndAPPLabelLayout.layoutKeyToID.Iter() {
+			temp["layout_key_to_id"].(map[string]int)[iter.Key.String()] = iter.Val
+		}
+		if len(temp["layout_key_to_index"].(map[string]interface{})) > 0 ||
+			len(temp["layout_key_to_id"].(map[string]int)) > 0 {
 			content["metric_and_app_label_layout"] = temp
 		}
 	}
@@ -237,14 +242,19 @@ func GetDebugCache(t controller.PrometheusCacheType) []byte {
 	getMetricLabel := func() {
 		temp := map[string]interface{}{
 			"metric_name_id_to_label_ids": make(map[int][]int),
+			"metric_label_key_to_id":      make(map[string]int),
 		}
 
 		tempCache.MetricLabel.metricNameIDToLabelIDs.Range(func(i int, s mapset.Set[int]) bool {
 			temp["metric_name_id_to_label_ids"].(map[int][]int)[i] = s.ToSlice()
 			return true
 		})
+		for iter := range tempCache.MetricLabel.keyToID.Iter() {
+			temp["metric_label_key_to_id"].(map[string]int)[iter.Key.String()] = iter.Val
+		}
 
-		if len(temp["metric_name_id_to_label_ids"].(map[int][]int)) > 0 {
+		if len(temp["metric_name_id_to_label_ids"].(map[int][]int)) > 0 ||
+			len(temp["metric_label_key_to_id"].(map[string]int)) > 0 {
 			content["metric_label"] = temp
 		}
 	}
diff --git a/server/controller/prometheus/cache/metric_label.go b/server/controller/prometheus/cache/metric_label.go
index 220f4ed2185c..c8442eaea524 100644
--- a/server/controller/prometheus/cache/metric_label.go
+++ b/server/controller/prometheus/cache/metric_label.go
@@ -123,6 +123,6 @@ func (ml *metricLabel) refresh(args ...interface{}) error {
 
 func (ml *metricLabel) load() ([]*mysql.PrometheusMetricLabel, error) {
 	var metricLabels []*mysql.PrometheusMetricLabel
-	err := mysql.Db.Select("metric_name", "label_id").Find(&metricLabels).Error
+	err := mysql.Db.Select("metric_name", "label_id", "id").Find(&metricLabels).Error
 	return metricLabels, err
 }
diff --git a/server/controller/prometheus/cleaner.go b/server/controller/prometheus/cleaner.go
index 6c3ea7e7d36f..06e9b2779e16 100644
--- a/server/controller/prometheus/cleaner.go
+++ b/server/controller/prometheus/cleaner.go
@@ -91,7 +91,7 @@ func (c *Cleaner) Stop() {
 }
 
 func (c *Cleaner) Clear(expiredAt time.Time) error {
-	log.Infof("prometheus data cleaner clear by hand started")
+	log.Infof("prometheus data cleaner clear by hand")
 	return c.clear(expiredAt)
 }
 
diff --git a/server/server.yaml b/server/server.yaml
index 6be2fee4a1cc..9e9fb020723f 100644
--- a/server/server.yaml
+++ b/server/server.yaml
@@ -290,7 +290,7 @@ controller:
     # encoder cache refresh interval, unit: second
     encoder_cache_refresh_interval: 3600
     # time interval for regularly clearing prometheus expired data, unit: hour
-    # time interval should be less than or equal to ingester: prometheus-label-cache-expiration configuration
+    # time interval should be greater than or equal to ingester: prometheus-label-cache-expiration configuration
     data_clean_interval: 24
 
 querier: