diff --git a/src/query/service/src/interpreters/interpreter_vacuum_drop_tables.rs b/src/query/service/src/interpreters/interpreter_vacuum_drop_tables.rs
index 6b59eb3974a8..47f8348689d5 100644
--- a/src/query/service/src/interpreters/interpreter_vacuum_drop_tables.rs
+++ b/src/query/service/src/interpreters/interpreter_vacuum_drop_tables.rs
@@ -31,6 +31,7 @@ use databend_common_meta_app::schema::GcDroppedTableReq;
 use databend_common_meta_app::schema::ListDroppedTableReq;
 use databend_common_meta_app::schema::TableInfoFilter;
 use databend_common_sql::plans::VacuumDropTablePlan;
+use databend_common_storages_view::view_table::VIEW_ENGINE;
 use databend_enterprise_vacuum_handler::get_vacuum_handler;
 use log::info;
 
@@ -149,13 +150,17 @@ impl Interpreter for VacuumDropTablesInterpreter {
             drop_ids
         );
 
-        // TODO buggy, table as catalog obj should be allowed to drop
-        // also drop ids
-        // filter out read-only tables
-        let tables = tables
+        // Filter out read-only tables and views.
+        // Note: The drop_ids list still includes view IDs
+        let (views, tables): (Vec<_>, Vec<_>) = tables
             .into_iter()
             .filter(|tbl| !tbl.as_ref().is_read_only())
-            .collect::<Vec<_>>();
+            .partition(|tbl| tbl.get_table_info().meta.engine == VIEW_ENGINE);
+
+        {
+            let view_ids = views.into_iter().map(|v| v.get_id()).collect::<Vec<_>>();
+            info!("view ids excluded from purging data: {:?}", view_ids);
+        }
 
         let handler = get_vacuum_handler();
         let threads_nums = self.ctx.get_settings().get_max_threads()? as usize;
@@ -173,6 +178,8 @@ impl Interpreter for VacuumDropTablesInterpreter {
         // gc meta data only when not dry run
         if self.plan.option.dry_run.is_none() {
             let mut success_dropped_ids = vec![];
+            // Since drop_ids contains view IDs, any views (if present) will be added to
+            // the success_dropped_id list, with removal from the meta-server attempted later.
             for drop_id in drop_ids {
                 match &drop_id {
                     DroppedId::Db {
@@ -205,6 +212,7 @@ impl Interpreter for VacuumDropTablesInterpreter {
                 "failed dbs:{:?}, failed_tables:{:?}, success_drop_ids:{:?}",
                 failed_dbs, failed_tables, success_dropped_ids
             );
+
             self.gc_drop_tables(catalog, success_dropped_ids).await?;
         }
 
diff --git a/tests/sqllogictests/suites/ee/03_ee_vacuum/03_0002_vacuum_views.test b/tests/sqllogictests/suites/ee/03_ee_vacuum/03_0002_vacuum_views.test
new file mode 100644
index 000000000000..8acb9f69838d
--- /dev/null
+++ b/tests/sqllogictests/suites/ee/03_ee_vacuum/03_0002_vacuum_views.test
@@ -0,0 +1,52 @@
+## Copyright 2023 Databend Cloud
+##
+## Licensed under the Elastic License, Version 2.0 (the "License");
+## you may not use this file except in compliance with the License.
+## You may obtain a copy of the License at
+##
+##     https://www.elastic.co/licensing/elastic-license
+##
+## Unless required by applicable law or agreed to in writing, software
+## distributed under the License is distributed on an "AS IS" BASIS,
+## WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+## See the License for the specific language governing permissions and
+## limitations under the License.
+
+statement ok
+drop database if exists vacuum_view_test;
+
+statement ok
+create database vacuum_view_test;
+
+statement ok
+use vacuum_view_test;
+
+statement ok
+create table t as select * from numbers(1);
+
+statement ok
+create view v as select * from t;
+
+statement ok
+drop view v;
+
+# the dropped view vacuum_view_test.v should be there
+query I
+select count() from system.tables_with_history where database = 'vacuum_view_test' and name = 'v';
+----
+1
+
+statement ok
+set data_retention_time_in_days = 0;
+
+statement ok
+vacuum drop table from vacuum_view_test;
+
+# the dropped view vacuum_view_test.v should be vacuumed
+query I
+select count() from system.tables_with_history where database = 'vacuum_view_test' and name = 'v';
+----
+0
+
+statement ok
+drop database vacuum_view_test;