diff --git a/br/pkg/lightning/checkpoints/checkpoints.go b/br/pkg/lightning/checkpoints/checkpoints.go
index fd5f318f041c0..11ce402926671 100644
--- a/br/pkg/lightning/checkpoints/checkpoints.go
+++ b/br/pkg/lightning/checkpoints/checkpoints.go
@@ -1610,25 +1610,16 @@ func (cpdb *MySQLCheckpointsDB) IgnoreErrorCheckpoint(ctx context.Context, table
 		colName = columnTableName
 	}
 
-	// nolint:gosec
-	engineQuery := fmt.Sprintf(`
-		UPDATE %s.%s SET status = %d WHERE %s = ? AND status <= %d;
-	`, cpdb.schema, CheckpointTableNameEngine, CheckpointStatusLoaded, colName, CheckpointStatusMaxInvalid)
-
-	// nolint:gosec
-	tableQuery := fmt.Sprintf(`
-		UPDATE %s.%s SET status = %d WHERE %s = ? AND status <= %d;
-	`, cpdb.schema, CheckpointTableNameTable, CheckpointStatusLoaded, colName, CheckpointStatusMaxInvalid)
-
+	query := "UPDATE ?.? SET status = ? WHERE ? = ? AND status <= ?"
 	s := common.SQLWithRetry{
 		DB:     cpdb.db,
 		Logger: log.FromContext(ctx).With(zap.String("table", tableName)),
 	}
 	err := s.Transact(ctx, "ignore error checkpoints", func(c context.Context, tx *sql.Tx) error {
-		if _, e := tx.ExecContext(c, engineQuery, tableName); e != nil {
+		if _, e := tx.ExecContext(c, query, cpdb.schema, CheckpointTableNameEngine, CheckpointStatusLoaded, colName, tableName, CheckpointStatusMaxInvalid); e != nil {
 			return errors.Trace(e)
 		}
-		if _, e := tx.ExecContext(c, tableQuery, tableName); e != nil {
+		if _, e := tx.ExecContext(c, query, cpdb.schema, CheckpointTableNameTable, CheckpointStatusLoaded, colName, tableName, CheckpointStatusMaxInvalid); e != nil {
 			return errors.Trace(e)
 		}
 		return nil
diff --git a/br/pkg/lightning/checkpoints/checkpoints_sql_test.go b/br/pkg/lightning/checkpoints/checkpoints_sql_test.go
index 7f62fe0e7ca88..a9da56f963d87 100644
--- a/br/pkg/lightning/checkpoints/checkpoints_sql_test.go
+++ b/br/pkg/lightning/checkpoints/checkpoints_sql_test.go
@@ -395,12 +395,12 @@ func TestIgnoreAllErrorCheckpoints_SQL(t *testing.T) {
 
 	s.mock.ExpectBegin()
 	s.mock.
-		ExpectExec("UPDATE `mock-schema`\\.engine_v\\d+ SET status = 30 WHERE 'all' = \\? AND status <= 25").
-		WithArgs(sqlmock.AnyArg()).
+		ExpectExec("UPDATE \\?\\.\\? SET status = \\? WHERE \\? = \\? AND status <= \\?").
+		WithArgs("`mock-schema`", checkpoints.CheckpointTableNameEngine, checkpoints.CheckpointStatusLoaded, "'all'", sqlmock.AnyArg(), 25).
 		WillReturnResult(sqlmock.NewResult(5, 3))
 	s.mock.
-		ExpectExec("UPDATE `mock-schema`\\.table_v\\d+ SET status = 30 WHERE 'all' = \\? AND status <= 25").
-		WithArgs(sqlmock.AnyArg()).
+		ExpectExec("UPDATE \\?\\.\\? SET status = \\? WHERE \\? = \\? AND status <= \\?").
+		WithArgs("`mock-schema`", checkpoints.CheckpointTableNameTable, checkpoints.CheckpointStatusLoaded, "'all'", sqlmock.AnyArg(), 25).
 		WillReturnResult(sqlmock.NewResult(6, 2))
 	s.mock.ExpectCommit()
 
@@ -413,12 +413,12 @@ func TestIgnoreOneErrorCheckpoint(t *testing.T) {
 
 	s.mock.ExpectBegin()
 	s.mock.
-		ExpectExec("UPDATE `mock-schema`\\.engine_v\\d+ SET status = 30 WHERE table_name = \\? AND status <= 25").
-		WithArgs("`db1`.`t2`").
+		ExpectExec("UPDATE \\?\\.\\? SET status = \\? WHERE \\? = \\? AND status <= \\?").
+		WithArgs("`mock-schema`", checkpoints.CheckpointTableNameEngine, checkpoints.CheckpointStatusLoaded, "table_name", "`db1`.`t2`", 25).
 		WillReturnResult(sqlmock.NewResult(5, 2))
 	s.mock.
-		ExpectExec("UPDATE `mock-schema`\\.table_v\\d+ SET status = 30 WHERE table_name = \\? AND status <= 25").
-		WithArgs("`db1`.`t2`").
+		ExpectExec("UPDATE \\?\\.\\? SET status = \\? WHERE \\? = \\? AND status <= \\?").
+		WithArgs("`mock-schema`", checkpoints.CheckpointTableNameTable, checkpoints.CheckpointStatusLoaded, "table_name", "`db1`.`t2`", 25).
 		WillReturnResult(sqlmock.NewResult(6, 1))
 	s.mock.ExpectCommit()