diff --git a/components/cluster/command/destroy.go b/components/cluster/command/destroy.go
index bd2c8f1d3f..cdb1c4b047 100644
--- a/components/cluster/command/destroy.go
+++ b/components/cluster/command/destroy.go
@@ -69,7 +69,8 @@ You can retain some nodes and roles data when destroy cluster, eg:
 
 			logger.EnableAuditLog()
 			metadata, err := spec.ClusterMetadata(clusterName)
-			if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) {
+			if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) &&
+				perrs.Cause(err) != spec.ErrNoTiSparkMaster {
 				return err
 			}
 
diff --git a/components/cluster/command/display.go b/components/cluster/command/display.go
index fc0f1fd5ce..7fc6306eea 100644
--- a/components/cluster/command/display.go
+++ b/components/cluster/command/display.go
@@ -72,7 +72,8 @@ func newDisplayCmd() *cobra.Command {
 			}
 
 			metadata, err := spec.ClusterMetadata(clusterName)
-			if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) {
+			if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) &&
+				perrs.Cause(err) != spec.ErrNoTiSparkMaster {
 				return perrs.AddStack(err)
 			}
 			return destroyTombstoneIfNeed(clusterName, metadata, gOpt)
@@ -88,7 +89,8 @@ func newDisplayCmd() *cobra.Command {
 
 func displayDashboardInfo(clusterName string) error {
 	metadata, err := spec.ClusterMetadata(clusterName)
-	if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) {
+	if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) &&
+		perrs.Cause(err) != spec.ErrNoTiSparkMaster {
 		return err
 	}
 
@@ -121,7 +123,8 @@ func displayDashboardInfo(clusterName string) error {
 
 func displayClusterMeta(clusterName string, opt *operator.Options) error {
 	clsMeta, err := spec.ClusterMetadata(clusterName)
-	if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) {
+	if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) &&
+		perrs.Cause(err) != spec.ErrNoTiSparkMaster {
 		return err
 	}
 
@@ -175,7 +178,8 @@ func destroyTombstoneIfNeed(clusterName string, metadata *spec.ClusterMeta, opt
 
 func displayClusterTopology(clusterName string, opt *operator.Options) error {
 	metadata, err := spec.ClusterMetadata(clusterName)
-	if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) {
+	if err != nil && !errors.Is(perrs.Cause(err), meta.ErrValidate) &&
+		perrs.Cause(err) != spec.ErrNoTiSparkMaster {
 		return err
 	}
 
diff --git a/components/cluster/command/scale_out.go b/components/cluster/command/scale_out.go
index b33281d902..5673c51b2f 100644
--- a/components/cluster/command/scale_out.go
+++ b/components/cluster/command/scale_out.go
@@ -92,7 +92,7 @@ func scaleOut(clusterName, topoFile string, opt scaleOutOptions) error {
 		MonitoredOptions: metadata.Topology.MonitoredOptions,
 		ServerConfigs:    metadata.Topology.ServerConfigs,
 	}
-	if err := clusterutil.ParseTopologyYaml(topoFile, &newPart); err != nil {
+	if err := clusterutil.ParseTopologyYaml(topoFile, &newPart); err != nil && errors.Cause(err) != spec.ErrNoTiSparkMaster {
 		return err
 	}
 
diff --git a/pkg/cluster/spec/spec.go b/pkg/cluster/spec/spec.go
index 3f39888e4d..96d580964e 100644
--- a/pkg/cluster/spec/spec.go
+++ b/pkg/cluster/spec/spec.go
@@ -36,9 +36,11 @@ const (
 
 // general role names
 var (
-	RoleMonitor       = "monitor"
-	RoleTiSparkMaster = "tispark-master"
-	RoleTiSparkWorker = "tispark-worker"
+	RoleMonitor              = "monitor"
+	RoleTiSparkMaster        = "tispark-master"
+	RoleTiSparkWorker        = "tispark-worker"
+	ErrNoTiSparkMaster       = errors.New("There must be a Spark master node if you want to use the TiSpark component")
+	ErrMultipleTiSparkMaster = errors.New("TiSpark enabled cluster with more than 1 Spark master node is not supported")
 )
 
 type (
@@ -507,12 +509,12 @@ func (s *Specification) validateTiSparkSpec() error {
 		if s.TiSparkWorkers == nil || len(s.TiSparkWorkers) == 0 {
 			return nil
 		}
-		return errors.New("There must be a Spark master node if you want to use the TiSpark component")
+		return ErrNoTiSparkMaster
 	}
 
 	// We only support 1 spark master at present
 	if s.TiSparkMasters != nil && len(s.TiSparkMasters) > 1 {
-		return errors.New("TiSpark enabled cluster with more than 1 Spark master node is not supported")
+		return ErrMultipleTiSparkMaster
 	}
 
 	return nil
diff --git a/pkg/cluster/spec/util.go b/pkg/cluster/spec/util.go
index dc007e5667..74bb892cdf 100644
--- a/pkg/cluster/spec/util.go
+++ b/pkg/cluster/spec/util.go
@@ -57,7 +57,7 @@ func ClusterMetadata(clusterName string) (*ClusterMeta, error) {
 	var cm ClusterMeta
 	err := GetSpecManager().Metadata(clusterName, &cm)
 	if err != nil {
-		return nil, errors.AddStack(err)
+		return &cm, errors.AddStack(err)
 	}
 
 	return &cm, nil
diff --git a/tests/tiup-cluster/script/cmd_subtest.sh b/tests/tiup-cluster/script/cmd_subtest.sh
index e590d259ac..5ef162ff0a 100755
--- a/tests/tiup-cluster/script/cmd_subtest.sh
+++ b/tests/tiup-cluster/script/cmd_subtest.sh
@@ -88,9 +88,9 @@ function cmd_subtest() {
 
     echo "start scale in tispark"
     yes | tiup-cluster --yes scale-in $name -N 172.19.0.104:7078
+    wait_instance_num_reach $name $total_sub_one
     echo "start scale out tispark"
     yes | tiup-cluster --yes scale-out $name ./topo/full_scale_in_tispark.yaml
-    wait_instance_num_reach $name $total_sub_one
 
     echo "start scale in grafana"
     tiup-cluster --yes scale-in $name -N 172.19.0.101:3000