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..12c1f5f7cb6524 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
@@ -307,8 +307,13 @@ public SelectedPartitions getAllPartitions() {
         HiveMetaStoreCache.HivePartitionValues hivePartitionValues = cache.getPartitionValues(
                 this.getDbName(), this.getName(), partitionColumnTypes);
         Map<Long, PartitionItem> idToPartitionItem = hivePartitionValues.getIdToPartitionItem();
-
-        return new SelectedPartitions(idToPartitionItem.size(), idToPartitionItem, false);
+        // transfer id to name
+        BiMap<Long, String> idToName = hivePartitionValues.getPartitionNameToIdMap().inverse();
+        Map<String, PartitionItem> nameToPartitionItem = Maps.newHashMapWithExpectedSize(idToPartitionItem.size());
+        for (Entry<Long, PartitionItem> entry : idToPartitionItem.entrySet()) {
+            nameToPartitionItem.put(idToName.get(entry.getKey()), entry.getValue());
+        }
+        return new SelectedPartitions(idToPartitionItem.size(), nameToPartitionItem, false);
     }
 
     public boolean isHiveTransactionalTable() {
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneListPartitionEvaluator.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneListPartitionEvaluator.java
index b9bdf520e3d6d4..ecf8a26724113f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneListPartitionEvaluator.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneListPartitionEvaluator.java
@@ -35,16 +35,16 @@
 import java.util.stream.IntStream;
 
 /** OneListPartitionInputs */
-public class OneListPartitionEvaluator
-        extends DefaultExpressionRewriter<Map<Slot, PartitionSlotInput>> implements OnePartitionEvaluator {
-    private final long partitionId;
+public class OneListPartitionEvaluator<K>
+        extends DefaultExpressionRewriter<Map<Slot, PartitionSlotInput>> implements OnePartitionEvaluator<K> {
+    private final K partitionIdent;
     private final List<Slot> partitionSlots;
     private final ListPartitionItem partitionItem;
     private final ExpressionRewriteContext expressionRewriteContext;
 
-    public OneListPartitionEvaluator(long partitionId, List<Slot> partitionSlots,
+    public OneListPartitionEvaluator(K partitionIdent, List<Slot> partitionSlots,
             ListPartitionItem partitionItem, CascadesContext cascadesContext) {
-        this.partitionId = partitionId;
+        this.partitionIdent = partitionIdent;
         this.partitionSlots = Objects.requireNonNull(partitionSlots, "partitionSlots cannot be null");
         this.partitionItem = Objects.requireNonNull(partitionItem, "partitionItem cannot be null");
         this.expressionRewriteContext = new ExpressionRewriteContext(
@@ -52,8 +52,8 @@ public OneListPartitionEvaluator(long partitionId, List<Slot> partitionSlots,
     }
 
     @Override
-    public long getPartitionId() {
-        return partitionId;
+    public K getPartitionIdent() {
+        return partitionIdent;
     }
 
     @Override
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OnePartitionEvaluator.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OnePartitionEvaluator.java
index c51252b44a624d..8810a04750f792 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OnePartitionEvaluator.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OnePartitionEvaluator.java
@@ -25,8 +25,8 @@
 import java.util.Map;
 
 /** the evaluator of the partition which represent one partition */
-public interface OnePartitionEvaluator {
-    long getPartitionId();
+public interface OnePartitionEvaluator<K> {
+    K getPartitionIdent();
 
     /**
      * return a slot to expression mapping to replace the input.
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneRangePartitionEvaluator.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneRangePartitionEvaluator.java
index 84a037171f32c5..1fb8954ab16547 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneRangePartitionEvaluator.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/OneRangePartitionEvaluator.java
@@ -80,10 +80,10 @@
  *
  * you can see the process steps in the comment of PartitionSlotInput.columnRanges
  */
-public class OneRangePartitionEvaluator
+public class OneRangePartitionEvaluator<K>
         extends ExpressionVisitor<EvaluateRangeResult, EvaluateRangeInput>
-        implements OnePartitionEvaluator {
-    private final long partitionId;
+        implements OnePartitionEvaluator<K> {
+    private final K partitionIdent;
     private final List<Slot> partitionSlots;
     private final RangePartitionItem partitionItem;
     private final ExpressionRewriteContext expressionRewriteContext;
@@ -95,9 +95,9 @@ public class OneRangePartitionEvaluator
     private final Map<Slot, PartitionSlotType> slotToType;
 
     /** OneRangePartitionEvaluator */
-    public OneRangePartitionEvaluator(long partitionId, List<Slot> partitionSlots,
+    public OneRangePartitionEvaluator(K partitionIdent, List<Slot> partitionSlots,
             RangePartitionItem partitionItem, CascadesContext cascadesContext, int expandThreshold) {
-        this.partitionId = partitionId;
+        this.partitionIdent = partitionIdent;
         this.partitionSlots = Objects.requireNonNull(partitionSlots, "partitionSlots cannot be null");
         this.partitionItem = Objects.requireNonNull(partitionItem, "partitionItem cannot be null");
         this.expressionRewriteContext = new ExpressionRewriteContext(
@@ -155,8 +155,8 @@ public OneRangePartitionEvaluator(long partitionId, List<Slot> partitionSlots,
     }
 
     @Override
-    public long getPartitionId() {
-        return partitionId;
+    public K getPartitionIdent() {
+        return partitionIdent;
     }
 
     @Override
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/PartitionPruner.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/PartitionPruner.java
index efe12f38cd74e4..fac1a7f82d2cfb 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/PartitionPruner.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/PartitionPruner.java
@@ -102,21 +102,21 @@ public Expression visitComparisonPredicate(ComparisonPredicate cp, Void context)
     }
 
     /** prune */
-    public List<Long> prune() {
-        Builder<Long> scanPartitionIds = ImmutableList.builder();
+    public <K> List<K> prune() {
+        Builder<K> scanPartitionIdents = ImmutableList.builder();
         for (OnePartitionEvaluator partition : partitions) {
             if (!canBePrunedOut(partition)) {
-                scanPartitionIds.add(partition.getPartitionId());
+                scanPartitionIdents.add((K) partition.getPartitionIdent());
             }
         }
-        return scanPartitionIds.build();
+        return scanPartitionIdents.build();
     }
 
     /**
      * prune partition with `idToPartitions` as parameter.
      */
-    public static List<Long> prune(List<Slot> partitionSlots, Expression partitionPredicate,
-            Map<Long, PartitionItem> idToPartitions, CascadesContext cascadesContext,
+    public static <K> List<K> prune(List<Slot> partitionSlots, Expression partitionPredicate,
+            Map<K, PartitionItem> idToPartitions, CascadesContext cascadesContext,
             PartitionTableType partitionTableType) {
         partitionPredicate = PartitionPruneExpressionExtractor.extract(
                 partitionPredicate, ImmutableSet.copyOf(partitionSlots), cascadesContext);
@@ -135,7 +135,7 @@ public static List<Long> prune(List<Slot> partitionSlots, Expression partitionPr
         }
 
         List<OnePartitionEvaluator> evaluators = Lists.newArrayListWithCapacity(idToPartitions.size());
-        for (Entry<Long, PartitionItem> kv : idToPartitions.entrySet()) {
+        for (Entry<K, PartitionItem> kv : idToPartitions.entrySet()) {
             evaluators.add(toPartitionEvaluator(
                     kv.getKey(), kv.getValue(), partitionSlots, cascadesContext, expandThreshold));
         }
@@ -147,7 +147,7 @@ public static List<Long> prune(List<Slot> partitionSlots, Expression partitionPr
     /**
      * convert partition item to partition evaluator
      */
-    public static final OnePartitionEvaluator toPartitionEvaluator(long id, PartitionItem partitionItem,
+    public static final <K> OnePartitionEvaluator<K> toPartitionEvaluator(K id, PartitionItem partitionItem,
             List<Slot> partitionSlots, CascadesContext cascadesContext, int expandThreshold) {
         if (partitionItem instanceof ListPartitionItem) {
             return new OneListPartitionEvaluator(
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/UnknownPartitionEvaluator.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/UnknownPartitionEvaluator.java
index ae313ca09de269..394182a1311484 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/UnknownPartitionEvaluator.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/expression/rules/UnknownPartitionEvaluator.java
@@ -28,18 +28,18 @@
 import java.util.Map;
 
 /** UnknownPartitionEvaluator */
-public class UnknownPartitionEvaluator implements OnePartitionEvaluator {
-    private final long partitionId;
+public class UnknownPartitionEvaluator<K> implements OnePartitionEvaluator<K> {
+    private final K partitionIdent;
     private final PartitionItem partitionItem;
 
-    public UnknownPartitionEvaluator(long partitionId, PartitionItem partitionItem) {
-        this.partitionId = partitionId;
+    public UnknownPartitionEvaluator(K partitionId, PartitionItem partitionItem) {
+        this.partitionIdent = partitionId;
         this.partitionItem = partitionItem;
     }
 
     @Override
-    public long getPartitionId() {
-        return partitionId;
+    public K getPartitionIdent() {
+        return partitionIdent;
     }
 
     @Override
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneFileScanPartition.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneFileScanPartition.java
index 2de4efab2ff6ed..9bec6570822240 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneFileScanPartition.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneFileScanPartition.java
@@ -76,7 +76,7 @@ public Rule build() {
 
     private SelectedPartitions pruneHivePartitions(HMSExternalTable hiveTbl,
             LogicalFilter<LogicalFileScan> filter, LogicalFileScan scan, CascadesContext ctx) {
-        Map<Long, PartitionItem> selectedPartitionItems = Maps.newHashMap();
+        Map<String, PartitionItem> selectedPartitionItems = Maps.newHashMap();
         if (CollectionUtils.isEmpty(hiveTbl.getPartitionColumns())) {
             // non partitioned table, return NOT_PRUNED.
             // non partition table will be handled in HiveScanNode.
@@ -91,13 +91,13 @@ private SelectedPartitions pruneHivePartitions(HMSExternalTable hiveTbl,
                 .map(column -> scanOutput.get(column.getName().toLowerCase()))
                 .collect(Collectors.toList());
 
-        Map<Long, PartitionItem> idToPartitionItem = scan.getSelectedPartitions().selectedPartitions;
-        List<Long> prunedPartitions = new ArrayList<>(PartitionPruner.prune(
-                partitionSlots, filter.getPredicate(), idToPartitionItem, ctx, PartitionTableType.HIVE));
+        Map<String, PartitionItem> nameToPartitionItem = scan.getSelectedPartitions().selectedPartitions;
+        List<String> prunedPartitions = new ArrayList<>(PartitionPruner.prune(
+                partitionSlots, filter.getPredicate(), nameToPartitionItem, ctx, PartitionTableType.HIVE));
 
-        for (Long id : prunedPartitions) {
-            selectedPartitionItems.put(id, idToPartitionItem.get(id));
+        for (String name : prunedPartitions) {
+            selectedPartitionItems.put(name, nameToPartitionItem.get(name));
         }
-        return new SelectedPartitions(idToPartitionItem.size(), selectedPartitionItems, true);
+        return new SelectedPartitions(nameToPartitionItem.size(), selectedPartitionItems, true);
     }
 }
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/logical/LogicalFileScan.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/logical/LogicalFileScan.java
index 0a2c69b68c1d33..ab4ef8efa3c5df 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/logical/LogicalFileScan.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/trees/plans/logical/LogicalFileScan.java
@@ -147,9 +147,9 @@ public static class SelectedPartitions {
          */
         public final long totalPartitionNum;
         /**
-         * partition id -> partition item
+         * partition name -> partition item
          */
-        public final Map<Long, PartitionItem> selectedPartitions;
+        public final Map<String, PartitionItem> selectedPartitions;
         /**
          * true means the result is after partition pruning
          * false means the partition pruning is not processed.
@@ -159,7 +159,7 @@ public static class SelectedPartitions {
         /**
          * Constructor for SelectedPartitions.
          */
-        public SelectedPartitions(long totalPartitionNum, Map<Long, PartitionItem> selectedPartitions,
+        public SelectedPartitions(long totalPartitionNum, Map<String, PartitionItem> selectedPartitions,
                 boolean isPruned) {
             this.totalPartitionNum = totalPartitionNum;
             this.selectedPartitions = ImmutableMap.copyOf(Objects.requireNonNull(selectedPartitions,