diff --git a/pkg/statistics/handle/autoanalyze/priorityqueue/BUILD.bazel b/pkg/statistics/handle/autoanalyze/priorityqueue/BUILD.bazel
index 16ba16edb0787..29a5535235cb4 100644
--- a/pkg/statistics/handle/autoanalyze/priorityqueue/BUILD.bazel
+++ b/pkg/statistics/handle/autoanalyze/priorityqueue/BUILD.bazel
@@ -46,7 +46,7 @@ go_test(
         "static_partitioned_table_analysis_job_test.go",
     ],
     flaky = True,
-    shard_count = 28,
+    shard_count = 29,
     deps = [
         ":priorityqueue",
         "//pkg/meta/model",
diff --git a/pkg/statistics/handle/autoanalyze/priorityqueue/calculatoranalysis/calculator_analysis_test.go b/pkg/statistics/handle/autoanalyze/priorityqueue/calculatoranalysis/calculator_analysis_test.go
index 3569a696ad401..68c8439754e88 100644
--- a/pkg/statistics/handle/autoanalyze/priorityqueue/calculatoranalysis/calculator_analysis_test.go
+++ b/pkg/statistics/handle/autoanalyze/priorityqueue/calculatoranalysis/calculator_analysis_test.go
@@ -272,6 +272,10 @@ func (j *TestJob) GetIndicators() priorityqueue.Indicators {
 	}
 }
 
+func (j *TestJob) SetIndicators(indicators priorityqueue.Indicators) {
+	panic("unimplemented")
+}
+
 func (j *TestJob) HasNewlyAddedIndex() bool {
 	return false
 }
diff --git a/pkg/statistics/handle/autoanalyze/priorityqueue/dynamic_partitioned_table_analysis_job.go b/pkg/statistics/handle/autoanalyze/priorityqueue/dynamic_partitioned_table_analysis_job.go
index 8d8ab745eb3cb..761e5112c13b6 100644
--- a/pkg/statistics/handle/autoanalyze/priorityqueue/dynamic_partitioned_table_analysis_job.go
+++ b/pkg/statistics/handle/autoanalyze/priorityqueue/dynamic_partitioned_table_analysis_job.go
@@ -110,6 +110,11 @@ func (j *DynamicPartitionedTableAnalysisJob) GetIndicators() Indicators {
 	return j.Indicators
 }
 
+// SetIndicators sets the indicators of the table.
+func (j *DynamicPartitionedTableAnalysisJob) SetIndicators(indicators Indicators) {
+	j.Indicators = indicators
+}
+
 // HasNewlyAddedIndex checks whether the job has newly added index.
 func (j *DynamicPartitionedTableAnalysisJob) HasNewlyAddedIndex() bool {
 	return len(j.PartitionIndexes) > 0
diff --git a/pkg/statistics/handle/autoanalyze/priorityqueue/job.go b/pkg/statistics/handle/autoanalyze/priorityqueue/job.go
index fad719a1a5c07..4aa802837b825 100644
--- a/pkg/statistics/handle/autoanalyze/priorityqueue/job.go
+++ b/pkg/statistics/handle/autoanalyze/priorityqueue/job.go
@@ -71,6 +71,9 @@ type AnalysisJob interface {
 	// GetIndicators gets the indicators of the job.
 	GetIndicators() Indicators
 
+	// SetIndicators sets the indicators of the job.
+	SetIndicators(indicators Indicators)
+
 	// GetTableID gets the table ID of the job.
 	GetTableID() int64
 
@@ -156,3 +159,9 @@ func isValidToAnalyze(
 
 	return true, ""
 }
+
+// IsDynamicPartitionedTableAnalysisJob checks whether the job is a dynamic partitioned table analysis job.
+func IsDynamicPartitionedTableAnalysisJob(job AnalysisJob) bool {
+	_, ok := job.(*DynamicPartitionedTableAnalysisJob)
+	return ok
+}
diff --git a/pkg/statistics/handle/autoanalyze/priorityqueue/job_test.go b/pkg/statistics/handle/autoanalyze/priorityqueue/job_test.go
index 9cb2e5a993957..d4c478f494b80 100644
--- a/pkg/statistics/handle/autoanalyze/priorityqueue/job_test.go
+++ b/pkg/statistics/handle/autoanalyze/priorityqueue/job_test.go
@@ -128,3 +128,34 @@ func TestStringer(t *testing.T) {
 		})
 	}
 }
+
+func TestIsDynamicPartitionedTableAnalysisJob(t *testing.T) {
+	type args struct {
+		job priorityqueue.AnalysisJob
+	}
+	tests := []struct {
+		name string
+		args args
+		want bool
+	}{
+		{
+			name: "non-partitioned table",
+			args: args{
+				job: &priorityqueue.NonPartitionedTableAnalysisJob{},
+			},
+			want: false,
+		},
+		{
+			name: "dynamic partitioned table",
+			args: args{
+				job: &priorityqueue.DynamicPartitionedTableAnalysisJob{},
+			},
+			want: true,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			require.Equal(t, tt.want, priorityqueue.IsDynamicPartitionedTableAnalysisJob(tt.args.job))
+		})
+	}
+}
diff --git a/pkg/statistics/handle/autoanalyze/priorityqueue/non_partitioned_table_analysis_job.go b/pkg/statistics/handle/autoanalyze/priorityqueue/non_partitioned_table_analysis_job.go
index 0a4276c16f837..a18adab7c07ff 100644
--- a/pkg/statistics/handle/autoanalyze/priorityqueue/non_partitioned_table_analysis_job.go
+++ b/pkg/statistics/handle/autoanalyze/priorityqueue/non_partitioned_table_analysis_job.go
@@ -126,6 +126,11 @@ func (j *NonPartitionedTableAnalysisJob) GetIndicators() Indicators {
 	return j.Indicators
 }
 
+// SetIndicators sets the indicators of the table.
+func (j *NonPartitionedTableAnalysisJob) SetIndicators(indicators Indicators) {
+	j.Indicators = indicators
+}
+
 // String implements fmt.Stringer interface.
 func (j *NonPartitionedTableAnalysisJob) String() string {
 	return fmt.Sprintf(
diff --git a/pkg/statistics/handle/autoanalyze/priorityqueue/static_partitioned_table_analysis_job.go b/pkg/statistics/handle/autoanalyze/priorityqueue/static_partitioned_table_analysis_job.go
index 2378bc28c061f..348dfb84320de 100644
--- a/pkg/statistics/handle/autoanalyze/priorityqueue/static_partitioned_table_analysis_job.go
+++ b/pkg/statistics/handle/autoanalyze/priorityqueue/static_partitioned_table_analysis_job.go
@@ -104,6 +104,11 @@ func (j *StaticPartitionedTableAnalysisJob) GetIndicators() Indicators {
 	return j.Indicators
 }
 
+// SetIndicators implements AnalysisJob.
+func (j *StaticPartitionedTableAnalysisJob) SetIndicators(indicators Indicators) {
+	j.Indicators = indicators
+}
+
 // HasNewlyAddedIndex implements AnalysisJob.
 func (j *StaticPartitionedTableAnalysisJob) HasNewlyAddedIndex() bool {
 	return len(j.Indexes) > 0
diff --git a/pkg/statistics/handle/autoanalyze/refresher/worker_test.go b/pkg/statistics/handle/autoanalyze/refresher/worker_test.go
index a11288474470e..eb0b24f08bb69 100644
--- a/pkg/statistics/handle/autoanalyze/refresher/worker_test.go
+++ b/pkg/statistics/handle/autoanalyze/refresher/worker_test.go
@@ -59,6 +59,9 @@ func (m *mockAnalysisJob) HasNewlyAddedIndex() bool {
 func (m *mockAnalysisJob) GetIndicators() priorityqueue.Indicators {
 	panic("not implemented")
 }
+func (m *mockAnalysisJob) SetIndicators(indicators priorityqueue.Indicators) {
+	panic("not implemented")
+}
 
 func TestWorker(t *testing.T) {
 	_, dom := testkit.CreateMockStoreAndDomain(t)