diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewRule.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewRule.java
index 8e9ef1eaa97b7a..18f521b71b2a86 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewRule.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/AbstractMaterializedViewRule.java
@@ -461,18 +461,14 @@ protected Pair<Map<BaseTableInfo, Set<String>>, Map<BaseTableInfo, Set<String>>>
             return Pair.of(ImmutableMap.of(), ImmutableMap.of());
         }
         // Collect the mv related base table partitions which query used
-        Map<BaseTableInfo, Set<Partition>> queryUsedBaseTablePartitions = new LinkedHashMap<>();
+        Map<BaseTableInfo, Set<String>> queryUsedBaseTablePartitions = new LinkedHashMap<>();
         queryUsedBaseTablePartitions.put(relatedPartitionTable, new HashSet<>());
         queryPlan.accept(new StructInfo.QueryScanPartitionsCollector(), queryUsedBaseTablePartitions);
         // Bail out, not check invalid partition if not olap scan, support later
         if (queryUsedBaseTablePartitions.isEmpty()) {
             return Pair.of(ImmutableMap.of(), ImmutableMap.of());
         }
-        Set<String> queryUsedBaseTablePartitionNameSet = queryUsedBaseTablePartitions.get(relatedPartitionTable)
-                .stream()
-                .map(Partition::getName)
-                .collect(Collectors.toSet());
-
+        Set<String> queryUsedBaseTablePartitionNameSet = queryUsedBaseTablePartitions.get(relatedPartitionTable);
         Collection<Partition> mvValidPartitions = MTMVRewriteUtil.getMTMVCanRewritePartitions(mtmv,
                 cascadesContext.getConnectContext(), System.currentTimeMillis(), false);
         Set<String> mvValidPartitionNameSet = new HashSet<>();
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/StructInfo.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/StructInfo.java
index 5c7925834845c2..7e88daf22529ea 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/StructInfo.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/exploration/mv/StructInfo.java
@@ -18,11 +18,9 @@
 package org.apache.doris.nereids.rules.exploration.mv;
 
 import org.apache.doris.catalog.Env;
-import org.apache.doris.catalog.Partition;
 import org.apache.doris.catalog.PartitionItem;
 import org.apache.doris.catalog.TableIf;
 import org.apache.doris.common.Pair;
-import org.apache.doris.datasource.ExternalTable;
 import org.apache.doris.datasource.hive.HMSExternalCatalog;
 import org.apache.doris.datasource.hive.HMSExternalTable;
 import org.apache.doris.datasource.hive.HiveMetaStoreCache;
@@ -76,7 +74,6 @@
 
 import java.util.ArrayList;
 import java.util.BitSet;
-import java.util.HashSet;
 import java.util.LinkedHashMap;
 import java.util.LinkedHashSet;
 import java.util.List;
@@ -735,21 +732,21 @@ public Plan visitLogicalOlapScan(LogicalOlapScan olapScan,
      * Collect partitions on base table
      */
     public static class QueryScanPartitionsCollector extends DefaultPlanVisitor<Plan,
-            Map<BaseTableInfo, Set<Partition>>> {
+            Map<BaseTableInfo, Set<String>>> {
         @Override
         public Plan visitLogicalCatalogRelation(LogicalCatalogRelation catalogRelation,
-                Map<BaseTableInfo, Set<Partition>> targetTablePartitionMap) {
+                Map<BaseTableInfo, Set<String>> targetTablePartitionMap) {
             TableIf table = catalogRelation.getTable();
             BaseTableInfo relatedPartitionTable = new BaseTableInfo(table);
             if (!targetTablePartitionMap.containsKey(relatedPartitionTable)) {
                 return catalogRelation;
             }
+            Set<String> tablePartitions = targetTablePartitionMap.get(relatedPartitionTable);
             if (catalogRelation instanceof LogicalOlapScan) {
                 // Handle olap table
                 LogicalOlapScan logicalOlapScan = (LogicalOlapScan) catalogRelation;
-                Set<Partition> tablePartitions = targetTablePartitionMap.get(relatedPartitionTable);
                 for (Long partitionId : logicalOlapScan.getSelectedPartitionIds()) {
-                    tablePartitions.add(logicalOlapScan.getTable().getPartition(partitionId));
+                    tablePartitions.add(logicalOlapScan.getTable().getPartition(partitionId).getName());
                 }
             } else if (catalogRelation instanceof LogicalFileScan
                     && catalogRelation.getTable() instanceof HMSExternalTable) {
@@ -762,9 +759,8 @@ public Plan visitLogicalCatalogRelation(LogicalCatalogRelation catalogRelation,
                 HiveMetaStoreCache.HivePartitionValues hivePartitionValues = cache.getPartitionValues(
                         externalTable.getDbName(), externalTable.getName(), externalTable.getPartitionColumnTypes());
                 BiMap<Long, String> idToName = hivePartitionValues.getPartitionNameToIdMap().inverse();
-                Set<String> hiveTablePartitions = new HashSet<>();
                 for (Entry<Long, PartitionItem> partitionEntry : selectedPartitions.selectedPartitions.entrySet()) {
-                    hiveTablePartitions.add(idToName.get(partitionEntry.getKey()));
+                    tablePartitions.add(idToName.get(partitionEntry.getKey()));
                 }
             } else {
                 // Not support to partition check now, doesn't try to compensate when part partition become invalid
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/commands/UpdateMvByPartitionCommand.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/commands/UpdateMvByPartitionCommand.java
index de284bd837748f..f7020f75787afd 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/commands/UpdateMvByPartitionCommand.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/commands/UpdateMvByPartitionCommand.java
@@ -28,6 +28,7 @@
 import org.apache.doris.catalog.Type;
 import org.apache.doris.common.AnalysisException;
 import org.apache.doris.common.UserException;
+import org.apache.doris.datasource.hive.HMSExternalTable;
 import org.apache.doris.mtmv.BaseTableInfo;
 import org.apache.doris.mtmv.MTMVRelatedTableIf;
 import org.apache.doris.nereids.analyzer.UnboundRelation;
@@ -301,16 +302,17 @@ public Plan visitLogicalCatalogRelation(LogicalCatalogRelation catalogRelation,
                     MTMVRelatedTableIf targetTable = (MTMVRelatedTableIf) table;
                     for (String partitionName : filterTableEntry.getValue()) {
                         Partition partition = targetTable.getPartition(partitionName);
-                        if (!(targetTable instanceof OlapTable)) {
-                            // check partition is have data or not, only support olap table
-                            break;
-                        }
-                        if (!((OlapTable) targetTable).selectNonEmptyPartitionIds(
+                        if (targetTable instanceof OlapTable && !((OlapTable) targetTable).selectNonEmptyPartitionIds(
                                 Lists.newArrayList(partition.getId())).isEmpty()) {
-                            // Add filter only when partition has data
+                            // Add filter only when partition has data when olap table
                             partitionHasDataItems.add(
                                     ((OlapTable) targetTable).getPartitionInfo().getItem(partition.getId()));
                         }
+                        if (targetTable instanceof HMSExternalTable) {
+                            // Add filter only when partition has data when hms external table
+                            partitionHasDataItems.add(
+                                    ((HMSExternalTable) targetTable).getAndCopyPartitionItems().get(partitionName));
+                        }
                     }
                     if (partitionHasDataItems.isEmpty()) {
                         predicates.setNeedAddFilter(false);