Abyss-lord commented on code in PR #7200:
URL: https://github.com/apache/gravitino/pull/7200#discussion_r2115245746


##########
core/src/main/java/org/apache/gravitino/cache/BaseEntityCache.java:
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@@ -0,0 +1,166 @@
+/*
+ * 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.cache;
+
+import com.google.common.base.Preconditions;
+import java.util.Collections;
+import java.util.EnumMap;
+import java.util.List;
+import java.util.Map;
+import org.apache.gravitino.Config;
+import org.apache.gravitino.Entity;
+import org.apache.gravitino.EntityStore;
+import org.apache.gravitino.HasIdentifier;
+import org.apache.gravitino.NameIdentifier;
+import org.apache.gravitino.meta.BaseMetalake;
+import org.apache.gravitino.meta.CatalogEntity;
+import org.apache.gravitino.meta.ColumnEntity;
+import org.apache.gravitino.meta.FilesetEntity;
+import org.apache.gravitino.meta.ModelEntity;
+import org.apache.gravitino.meta.ModelVersionEntity;
+import org.apache.gravitino.meta.RoleEntity;
+import org.apache.gravitino.meta.SchemaEntity;
+import org.apache.gravitino.meta.TableEntity;
+import org.apache.gravitino.meta.TagEntity;
+import org.apache.gravitino.meta.TopicEntity;
+import org.apache.gravitino.meta.UserEntity;
+import org.apache.gravitino.storage.relational.RelationalEntityStore;
+
+/**
+ * An abstract class that provides a basic implementation for the MetaCache 
interface. This class is
+ * abstract and cannot be instantiated directly, it is designed to be a base 
class for other meta
+ * cache implementations.
+ *
+ * <p>The purpose of the BaseMetaCache is to provide a unified way of 
accessing entity stores,
+ * allowing subclasses to focus on caching logic without having to deal with 
entity store
+ * management.
+ */
+public abstract class BaseEntityCache implements EntityCache {
+  private static final Map<Entity.EntityType, Class<?>> ENTITY_CLASS_MAP;
+  // The entity store used by the cache, initialized through the constructor.
+  protected final RelationalEntityStore entityStore;
+  protected final Config cacheConfig;
+
+  static {
+    Map<Entity.EntityType, Class<?>> map = new 
EnumMap<>(Entity.EntityType.class);
+    map.put(Entity.EntityType.METALAKE, BaseMetalake.class);
+    map.put(Entity.EntityType.CATALOG, CatalogEntity.class);
+    map.put(Entity.EntityType.SCHEMA, SchemaEntity.class);
+    map.put(Entity.EntityType.TABLE, TableEntity.class);
+    map.put(Entity.EntityType.FILESET, FilesetEntity.class);
+    map.put(Entity.EntityType.MODEL, ModelEntity.class);
+    map.put(Entity.EntityType.TOPIC, TopicEntity.class);
+    map.put(Entity.EntityType.TAG, TagEntity.class);
+    map.put(Entity.EntityType.MODEL_VERSION, ModelVersionEntity.class);
+    map.put(Entity.EntityType.COLUMN, ColumnEntity.class);
+    map.put(Entity.EntityType.USER, UserEntity.class);
+    map.put(Entity.EntityType.GROUP, Entity.class);
+    map.put(Entity.EntityType.ROLE, RoleEntity.class);
+    ENTITY_CLASS_MAP = Collections.unmodifiableMap(map);
+  }
+
+  /**
+   * Constructs a new {@link BaseEntityCache} instance. If the provided 
entityStore is null, it will
+   * use the entity store configured in the Gravitino environment.
+   *
+   * @param entityStore The entity store to be used by the cache, can be null.
+   */
+  public BaseEntityCache(Config config, EntityStore entityStore) {
+    this.cacheConfig = config;
+    this.entityStore = (RelationalEntityStore) entityStore;
+  }
+
+  /**
+   * Returns the class of the entity based on its type.
+   *
+   * @param type The entity type
+   * @return The class of the entity
+   * @throws IllegalArgumentException if the entity type is not supported
+   */
+  @SuppressWarnings("unchecked")
+  public static <E extends Entity & HasIdentifier> Class<E> 
getEntityClass(Entity.EntityType type) {
+    Preconditions.checkArgument(type != null, "EntityType must not be null");
+
+    Class<?> clazz = ENTITY_CLASS_MAP.get(type);
+    if (clazz == null) {
+      throw new IllegalArgumentException("Unsupported EntityType: " + 
type.getShortName());
+    }
+
+    return (Class<E>) clazz;
+  }
+
+  /**
+   * Returns the {@link NameIdentifier} of the entity based on its type.
+   *
+   * @param entity The entity
+   * @return The {@link NameIdentifier} of the entity
+   */
+  protected static NameIdentifier getIdentFromEntity(Entity entity) {
+    validateEntityHasIdentifier(entity);
+    HasIdentifier hasIdentifier = (HasIdentifier) entity;
+
+    return hasIdentifier.nameIdentifier();
+  }
+
+  /**
+   * Checks if the entity is of type {@link HasIdentifier}.
+   *
+   * @param entity The entity to check.
+   */
+  protected static void validateEntityHasIdentifier(Entity entity) {
+    Preconditions.checkArgument(
+        entity instanceof HasIdentifier, "Unsupported EntityType: " + 
entity.type());
+  }
+
+  /**
+   * Converts a list of entities to a new list.
+   *
+   * @param entities Thr original list of entities.
+   * @return A list of converted entities.
+   * @param <E> The type of the entities in the list.
+   */
+  @SuppressWarnings("unchecked")
+  protected static <E extends Entity & HasIdentifier> List<E> 
convertEntity(List<Entity> entities) {

Review Comment:
   @jerryshao Thanks for pointing that out! I just measured the line and it’s 
98 characters long, so it's still within the 100-character limit. Let me know 
if you’d prefer it wrapped anyway for readability.



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