JingsongLi commented on code in PR #8730:
URL: https://github.com/apache/paimon/pull/8730#discussion_r3612138404


##########
paimon-core/src/main/java/org/apache/paimon/table/format/FormatTableCatalogProvider.java:
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@@ -0,0 +1,191 @@
+/*
+ * 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.paimon.table.format;
+
+import org.apache.paimon.PagedList;
+import org.apache.paimon.annotation.Experimental;
+import org.apache.paimon.catalog.Catalog;
+import org.apache.paimon.catalog.CatalogLoader;
+import org.apache.paimon.catalog.Identifier;
+import org.apache.paimon.partition.Partition;
+import org.apache.paimon.utils.StringUtils;
+
+import 
org.apache.paimon.shade.caffeine2.com.github.benmanes.caffeine.cache.Cache;
+import 
org.apache.paimon.shade.caffeine2.com.github.benmanes.caffeine.cache.Caffeine;
+
+import javax.annotation.Nullable;
+
+import java.io.Serializable;
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.atomic.AtomicLong;
+
+/** Serializable catalog access for a managed format table. */
+@Experimental
+public class FormatTableCatalogProvider implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final int PARTITION_PAGE_SIZE = 1000;
+    private static final int MAX_CACHED_PATTERNS = 128;
+    private static final int MAX_TRACKED_TABLE_GENERATIONS = 10_000;
+    private static final Duration PARTITION_CACHE_TTL = Duration.ofSeconds(30);
+    private static final Duration TABLE_GENERATION_TTL = Duration.ofHours(1);
+
+    // Keyed by identifier full name: listings themselves live in per-instance 
caches, so sharing
+    // a generation counter across table incarnations (or across catalogs 
using the same name) can
+    // only cause an extra invalidation, never a stale read.
+    private static final Cache<String, AtomicLong> GENERATIONS =

Review Comment:
   Remove this and all cache.



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