diff --git a/fe/fe-core/src/main/java/org/apache/doris/catalog/MTMV.java b/fe/fe-core/src/main/java/org/apache/doris/catalog/MTMV.java
index 955bfd4279fd5c..825bdef9f09819 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/catalog/MTMV.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/catalog/MTMV.java
@@ -59,6 +59,7 @@
 import java.util.Map;
 import java.util.Map.Entry;
 import java.util.Optional;
+import java.util.OptionalLong;
 import java.util.Set;
 import java.util.concurrent.ConcurrentLinkedQueue;
 import java.util.concurrent.locks.ReentrantReadWriteLock;
@@ -363,7 +364,7 @@ public MTMVRefreshSnapshot getRefreshSnapshot() {
      * @return mvPartitionName ==> mvPartitionKeyDesc
      */
     public Map<String, PartitionKeyDesc> generateMvPartitionDescs() throws AnalysisException {
-        Map<String, PartitionItem> mtmvItems = getAndCopyPartitionItems();
+        Map<String, PartitionItem> mtmvItems = getAndCopyPartitionItems(OptionalLong.empty());
         Map<String, PartitionKeyDesc> result = Maps.newHashMap();
         for (Entry<String, PartitionItem> entry : mtmvItems.entrySet()) {
             result.put(entry.getKey(), entry.getValue().toPartitionKeyDesc());
@@ -392,7 +393,7 @@ public Pair<Map<String, Set<String>>, Map<String, String>> calculateDoublyPartit
         Map<String, String> baseToMv = Maps.newHashMap();
         Map<PartitionKeyDesc, Set<String>> relatedPartitionDescs = MTMVPartitionUtil
                 .generateRelatedPartitionDescs(mvPartitionInfo, mvProperties);
-        Map<String, PartitionItem> mvPartitionItems = getAndCopyPartitionItems();
+        Map<String, PartitionItem> mvPartitionItems = getAndCopyPartitionItems(OptionalLong.empty());
         for (Entry<String, PartitionItem> entry : mvPartitionItems.entrySet()) {
             Set<String> basePartitionNames = relatedPartitionDescs.getOrDefault(entry.getValue().toPartitionKeyDesc(),
                     Sets.newHashSet());
@@ -425,7 +426,7 @@ public Map<String, Set<String>> calculatePartitionMappings() throws AnalysisExce
         Map<String, Set<String>> res = Maps.newHashMap();
         Map<PartitionKeyDesc, Set<String>> relatedPartitionDescs = MTMVPartitionUtil
                 .generateRelatedPartitionDescs(mvPartitionInfo, mvProperties);
-        Map<String, PartitionItem> mvPartitionItems = getAndCopyPartitionItems();
+        Map<String, PartitionItem> mvPartitionItems = getAndCopyPartitionItems(OptionalLong.empty());
         for (Entry<String, PartitionItem> entry : mvPartitionItems.entrySet()) {
             res.put(entry.getKey(),
                     relatedPartitionDescs.getOrDefault(entry.getValue().toPartitionKeyDesc(), Sets.newHashSet()));
diff --git a/fe/fe-core/src/main/java/org/apache/doris/catalog/OlapTable.java b/fe/fe-core/src/main/java/org/apache/doris/catalog/OlapTable.java
index 8a9ce4a2a2a545..547a520a061e63 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/catalog/OlapTable.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/catalog/OlapTable.java
@@ -110,6 +110,7 @@
 import java.util.Map.Entry;
 import java.util.Objects;
 import java.util.Optional;
+import java.util.OptionalLong;
 import java.util.Set;
 import java.util.TreeMap;
 import java.util.concurrent.ConcurrentHashMap;
@@ -3260,7 +3261,7 @@ public PartitionType getPartitionType() {
     }
 
     @Override
-    public Map<String, PartitionItem> getAndCopyPartitionItems() throws AnalysisException {
+    public Map<String, PartitionItem> getAndCopyPartitionItems(OptionalLong snapshotId) throws AnalysisException {
         if (!tryReadLock(1, TimeUnit.MINUTES)) {
             throw new AnalysisException("get table read lock timeout, database=" + getDBName() + ",table=" + getName());
         }
@@ -3284,7 +3285,8 @@ public List<Column> getPartitionColumns() {
     }
 
     @Override
-    public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context)
+    public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context,
+            OptionalLong snapshotId)
             throws AnalysisException {
         Map<String, Long> partitionVersions = context.getBaseVersions().getPartitionVersions();
         long partitionId = getPartitionOrAnalysisException(partitionName).getId();
@@ -3294,7 +3296,7 @@ public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshCont
     }
 
     @Override
-    public MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context) {
+    public MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context, OptionalLong snapshotId) {
         Map<Long, Long> tableVersions = context.getBaseVersions().getTableVersions();
         long visibleVersion = tableVersions.containsKey(id) ? tableVersions.get(id) : getVisibleVersion();
         return new MTMVVersionSnapshot(visibleVersion, id);
diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/hive/HMSExternalTable.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/hive/HMSExternalTable.java
index aacd9268ae35cf..98984467d75b5c 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/datasource/hive/HMSExternalTable.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/hive/HMSExternalTable.java
@@ -84,6 +84,7 @@
 import java.util.Map;
 import java.util.Map.Entry;
 import java.util.Optional;
+import java.util.OptionalLong;
 import java.util.Set;
 import java.util.stream.Collectors;
 
@@ -748,7 +749,7 @@ public Set<String> getPartitionColumnNames() {
     }
 
     @Override
-    public Map<String, PartitionItem> getAndCopyPartitionItems() {
+    public Map<String, PartitionItem> getAndCopyPartitionItems(OptionalLong snapshotId) {
         HiveMetaStoreCache cache = Env.getCurrentEnv().getExtMetaCacheMgr()
                 .getMetaStoreCache((HMSExternalCatalog) getCatalog());
         HiveMetaStoreCache.HivePartitionValues hivePartitionValues = cache.getPartitionValues(
@@ -763,8 +764,8 @@ public Map<String, PartitionItem> getAndCopyPartitionItems() {
     }
 
     @Override
-    public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context)
-            throws AnalysisException {
+    public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context,
+            OptionalLong snapshotId) throws AnalysisException {
         HiveMetaStoreCache cache = Env.getCurrentEnv().getExtMetaCacheMgr()
                 .getMetaStoreCache((HMSExternalCatalog) getCatalog());
         HiveMetaStoreCache.HivePartitionValues hivePartitionValues = cache.getPartitionValues(
@@ -776,7 +777,8 @@ public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshCont
     }
 
     @Override
-    public MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context) throws AnalysisException {
+    public MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context, OptionalLong snapshotId)
+            throws AnalysisException {
         if (getPartitionType() == PartitionType.UNPARTITIONED) {
             return new MTMVMaxTimestampSnapshot(getName(), getLastDdlTime());
         }
diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/PaimonExternalTable.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/PaimonExternalTable.java
index 5645c4e89e726c..632a0da0ebd316 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/PaimonExternalTable.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/PaimonExternalTable.java
@@ -67,6 +67,7 @@
 import java.util.List;
 import java.util.Map;
 import java.util.Optional;
+import java.util.OptionalLong;
 import java.util.Set;
 import java.util.stream.Collectors;
 
@@ -312,7 +313,7 @@ public void beforeMTMVRefresh(MTMV mtmv) throws DdlException {
     }
 
     @Override
-    public Map<String, PartitionItem> getAndCopyPartitionItems() {
+    public Map<String, PartitionItem> getAndCopyPartitionItems(OptionalLong snapshotId) {
         return Maps.newHashMap(getPartitionInfoFromCache().getNameToPartitionItem());
     }
 
@@ -333,7 +334,8 @@ public List<Column> getPartitionColumns() {
     }
 
     @Override
-    public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context)
+    public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context,
+            OptionalLong snapshotId)
             throws AnalysisException {
         PaimonPartition paimonPartition = getPartitionInfoFromCache().getNameToPartition().get(partitionName);
         if (paimonPartition == null) {
@@ -343,7 +345,8 @@ public MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshCont
     }
 
     @Override
-    public MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context) throws AnalysisException {
+    public MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context, OptionalLong snapshotId)
+            throws AnalysisException {
         return new MTMVVersionSnapshot(getLatestSnapshotIdFromCache());
     }
 
diff --git a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVPartitionUtil.java b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVPartitionUtil.java
index 1cfb5e021a5309..1bbc51fb004c57 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVPartitionUtil.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVPartitionUtil.java
@@ -50,6 +50,7 @@
 import java.util.Map;
 import java.util.Map.Entry;
 import java.util.Objects;
+import java.util.OptionalLong;
 import java.util.Set;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
@@ -329,7 +330,7 @@ public static boolean isSyncWithPartitions(MTMVRefreshContext context, String mt
         }
         for (String relatedPartitionName : relatedPartitionNames) {
             MTMVSnapshotIf relatedPartitionCurrentSnapshot = relatedTable
-                    .getPartitionSnapshot(relatedPartitionName, context);
+                    .getPartitionSnapshot(relatedPartitionName, context, OptionalLong.empty());
             if (!mtmv.getRefreshSnapshot()
                     .equalsWithRelatedPartition(mtmvPartitionName, relatedPartitionName,
                             relatedPartitionCurrentSnapshot)) {
@@ -446,7 +447,7 @@ private static boolean isSyncWithBaseTable(MTMVRefreshContext context, String mt
         if (!baseTable.needAutoRefresh()) {
             return true;
         }
-        MTMVSnapshotIf baseTableCurrentSnapshot = baseTable.getTableSnapshot(context);
+        MTMVSnapshotIf baseTableCurrentSnapshot = baseTable.getTableSnapshot(context, OptionalLong.empty());
         return mtmv.getRefreshSnapshot()
                 .equalsWithBaseTable(mtmvPartitionName, new BaseTableInfo(baseTable), baseTableCurrentSnapshot);
     }
@@ -482,7 +483,7 @@ private static MTMVRefreshPartitionSnapshot generatePartitionSnapshot(MTMVRefres
             MTMVRelatedTableIf relatedTable = mtmv.getMvPartitionInfo().getRelatedTable();
             for (String relatedPartitionName : relatedPartitionNames) {
                 MTMVSnapshotIf partitionSnapshot = relatedTable
-                        .getPartitionSnapshot(relatedPartitionName, context);
+                        .getPartitionSnapshot(relatedPartitionName, context, OptionalLong.empty());
                 refreshPartitionSnapshot.getPartitions()
                         .put(relatedPartitionName, partitionSnapshot);
             }
@@ -497,7 +498,7 @@ private static MTMVRefreshPartitionSnapshot generatePartitionSnapshot(MTMVRefres
                 continue;
             }
             refreshPartitionSnapshot.addTableSnapshot(baseTableInfo,
-                    ((MTMVRelatedTableIf) table).getTableSnapshot(context));
+                    ((MTMVRelatedTableIf) table).getTableSnapshot(context, OptionalLong.empty()));
         }
         return refreshPartitionSnapshot;
     }
diff --git a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedPartitionDescInitGenerator.java b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedPartitionDescInitGenerator.java
index 13b58239376116..ef3100dec4c732 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedPartitionDescInitGenerator.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedPartitionDescInitGenerator.java
@@ -20,6 +20,7 @@
 import org.apache.doris.common.AnalysisException;
 
 import java.util.Map;
+import java.util.OptionalLong;
 
 /**
  * get all related partition descs
@@ -29,6 +30,6 @@ public class MTMVRelatedPartitionDescInitGenerator implements MTMVRelatedPartiti
     @Override
     public void apply(MTMVPartitionInfo mvPartitionInfo, Map<String, String> mvProperties,
             RelatedPartitionDescResult lastResult) throws AnalysisException {
-        lastResult.setItems(mvPartitionInfo.getRelatedTable().getAndCopyPartitionItems());
+        lastResult.setItems(mvPartitionInfo.getRelatedTable().getAndCopyPartitionItems(OptionalLong.empty()));
     }
 }
diff --git a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedTableIf.java b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedTableIf.java
index 4a8b14603ce4d6..e18784ae253a0f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedTableIf.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRelatedTableIf.java
@@ -26,6 +26,7 @@
 
 import java.util.List;
 import java.util.Map;
+import java.util.OptionalLong;
 import java.util.Set;
 
 /**
@@ -38,9 +39,10 @@ public interface MTMVRelatedTableIf extends TableIf {
      * Note: This method is called every time there is a refresh and transparent rewrite,
      * so if this method is slow, it will significantly reduce query performance
      *
+     * @param snapshotId
      * @return partitionName->PartitionItem
      */
-    Map<String, PartitionItem> getAndCopyPartitionItems() throws AnalysisException;
+    Map<String, PartitionItem> getAndCopyPartitionItems(OptionalLong snapshotId) throws AnalysisException;
 
     /**
      * getPartitionType LIST/RANGE/UNPARTITIONED
@@ -70,12 +72,14 @@ public interface MTMVRelatedTableIf extends TableIf {
      * If snapshots have already been obtained in bulk in the context,
      * the results should be obtained directly from the context
      *
+     * @param snapshotId
      * @param partitionName
      * @param context
      * @return partition snapshot at current time
      * @throws AnalysisException
      */
-    MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context) throws AnalysisException;
+    MTMVSnapshotIf getPartitionSnapshot(String partitionName, MTMVRefreshContext context, OptionalLong snapshotId)
+            throws AnalysisException;
 
     /**
      * getTableSnapshot
@@ -83,11 +87,12 @@ public interface MTMVRelatedTableIf extends TableIf {
      * If snapshots have already been obtained in bulk in the context,
      * the results should be obtained directly from the context
      *
+     * @param snapshotId
      * @param context
      * @return table snapshot at current time
      * @throws AnalysisException
      */
-    MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context) throws AnalysisException;
+    MTMVSnapshotIf getTableSnapshot(MTMVRefreshContext context, OptionalLong snapshotId) throws AnalysisException;
 
     /**
      * Does the current type of table allow timed triggering
diff --git a/fe/fe-core/src/test/java/org/apache/doris/mtmv/MTMVPartitionUtilTest.java b/fe/fe-core/src/test/java/org/apache/doris/mtmv/MTMVPartitionUtilTest.java
index 997385742dc09a..96ac59b81216bc 100644
--- a/fe/fe-core/src/test/java/org/apache/doris/mtmv/MTMVPartitionUtilTest.java
+++ b/fe/fe-core/src/test/java/org/apache/doris/mtmv/MTMVPartitionUtilTest.java
@@ -35,6 +35,7 @@
 import org.junit.Test;
 
 import java.util.List;
+import java.util.OptionalLong;
 import java.util.Set;
 
 public class MTMVPartitionUtilTest {
@@ -112,7 +113,7 @@ public void setUp() throws NoSuchMethodException, SecurityException, AnalysisExc
                 minTimes = 0;
                 result = true;
 
-                baseOlapTable.getTableSnapshot((MTMVRefreshContext) any);
+                baseOlapTable.getTableSnapshot((MTMVRefreshContext) any, (OptionalLong) any);
                 minTimes = 0;
                 result = baseSnapshotIf;
 
@@ -132,7 +133,7 @@ public void setUp() throws NoSuchMethodException, SecurityException, AnalysisExc
                 minTimes = 0;
                 result = true;
 
-                baseOlapTable.getPartitionSnapshot(anyString, (MTMVRefreshContext) any);
+                baseOlapTable.getPartitionSnapshot(anyString, (MTMVRefreshContext) any, (OptionalLong) any);
                 minTimes = 0;
                 result = baseSnapshotIf;