mchades commented on code in PR #7722:
URL: https://github.com/apache/gravitino/pull/7722#discussion_r2248131256


##########
core/src/main/java/org/apache/gravitino/storage/relational/mapper/provider/postgresql/PolicyMetadataObjectRelPostgreSQLProvider.java:
##########
@@ -0,0 +1,201 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache 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
+ *
+ *  http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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.
+ */
+package org.apache.gravitino.storage.relational.mapper.provider.postgresql;
+
+import static 
org.apache.gravitino.storage.relational.mapper.PolicyMetadataObjectRelMapper.POLICY_METADATA_OBJECT_RELATION_TABLE_NAME;
+
+import java.util.List;
+import org.apache.gravitino.storage.relational.mapper.CatalogMetaMapper;
+import org.apache.gravitino.storage.relational.mapper.FilesetMetaMapper;
+import org.apache.gravitino.storage.relational.mapper.MetalakeMetaMapper;
+import org.apache.gravitino.storage.relational.mapper.ModelMetaMapper;
+import org.apache.gravitino.storage.relational.mapper.PolicyMetaMapper;
+import org.apache.gravitino.storage.relational.mapper.SchemaMetaMapper;
+import org.apache.gravitino.storage.relational.mapper.TableColumnMapper;
+import org.apache.gravitino.storage.relational.mapper.TableMetaMapper;
+import org.apache.gravitino.storage.relational.mapper.TopicMetaMapper;
+import 
org.apache.gravitino.storage.relational.mapper.provider.base.PolicyMetadataObjectRelBaseSQLProvider;
+import org.apache.ibatis.annotations.Param;
+
+public class PolicyMetadataObjectRelPostgreSQLProvider
+    extends PolicyMetadataObjectRelBaseSQLProvider {
+  private static final String DELETED_AT_NOW_EXPRESSION =
+      " floor(extract(epoch from((current_timestamp - timestamp '1970-01-01 
00:00:00')*1000))) ";
+
+  @Override
+  public String softDeletePolicyMetadataObjectRelsByMetalakeAndPolicyName(
+      String metalakeName, String policyName) {
+    return "UPDATE "
+        + POLICY_METADATA_OBJECT_RELATION_TABLE_NAME
+        + " te SET deleted_at ="
+        + DELETED_AT_NOW_EXPRESSION
+        + " WHERE te.policy_id IN (SELECT tm.policy_id FROM "
+        + PolicyMetaMapper.POLICY_META_TABLE_NAME
+        + " tm WHERE tm.metalake_id IN (SELECT mm.metalake_id FROM "
+        + MetalakeMetaMapper.TABLE_NAME
+        + " mm WHERE mm.metalake_name = #{metalakeName} AND mm.deleted_at = 0)"
+        + " AND tm.policy_name = #{policyName} AND tm.deleted_at = 0) AND 
te.deleted_at = 0";
+  }
+
+  @Override
+  public String softDeletePolicyMetadataObjectRelsByMetalakeId(Long 
metalakeId) {
+    return "UPDATE "
+        + POLICY_METADATA_OBJECT_RELATION_TABLE_NAME
+        + " te SET deleted_at ="
+        + DELETED_AT_NOW_EXPRESSION
+        + " WHERE te.policy_id IN (SELECT tm.policy_id FROM "
+        + PolicyMetaMapper.POLICY_META_TABLE_NAME
+        + " tm WHERE tm.metalake_id = #{metalakeId} AND tm.deleted_at = 0) AND 
te.deleted_at = 0";
+  }
+
+  @Override
+  public String softDeletePolicyMetadataObjectRelsByMetadataObject(
+      @Param("metadataObjectId") Long metadataObjectId,
+      @Param("metadataObjectType") String metadataObjectType) {
+    return "UPDATE "
+        + POLICY_METADATA_OBJECT_RELATION_TABLE_NAME
+        + " SET deleted_at ="
+        + DELETED_AT_NOW_EXPRESSION
+        + " WHERE metadata_object_id = #{metadataObjectId} AND deleted_at = 0"
+        + " AND metadata_object_type = #{metadataObjectType}";
+  }
+
+  @Override
+  public String 
softDeletePolicyMetadataObjectRelsByCatalogId(@Param("catalogId") Long 
catalogId) {
+    return "UPDATE "
+        + POLICY_METADATA_OBJECT_RELATION_TABLE_NAME
+        + " pe SET deleted_at ="
+        + DELETED_AT_NOW_EXPRESSION
+        + " FROM "
+        + POLICY_METADATA_OBJECT_RELATION_TABLE_NAME
+        + " pe_alias"
+        + " LEFT JOIN "
+        + CatalogMetaMapper.TABLE_NAME
+        + " ct ON pe_alias.metadata_object_id = ct.catalog_id AND 
pe_alias.metadata_object_type = 'CATALOG'"
+        + " LEFT JOIN "
+        + SchemaMetaMapper.TABLE_NAME
+        + " st ON pe_alias.metadata_object_id = st.schema_id AND 
pe_alias.metadata_object_type = 'SCHEMA'"
+        + " LEFT JOIN "
+        + TopicMetaMapper.TABLE_NAME
+        + " tt ON pe_alias.metadata_object_id = tt.topic_id AND 
pe_alias.metadata_object_type = 'TOPIC'"
+        + " LEFT JOIN "
+        + TableMetaMapper.TABLE_NAME
+        + " tat ON pe_alias.metadata_object_id = tat.table_id AND 
pe_alias.metadata_object_type = 'TABLE'"
+        + " LEFT JOIN "
+        + FilesetMetaMapper.META_TABLE_NAME
+        + " ft ON pe_alias.metadata_object_id = ft.fileset_id AND 
pe_alias.metadata_object_type = 'FILESET'"
+        + " LEFT JOIN "

Review Comment:
   Yes, the tag operation uses an EXISTS statement, and I believe the left join 
has better performance.
   
https://github.com/apache/gravitino/blob/3ceee7abe4d18ca48abc723df7bd8582c8f4d352/core/src/main/java/org/apache/gravitino/storage/relational/mapper/provider/postgresql/TagMetadataObjectRelPostgreSQLProvider.java#L78-L119



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