diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneOlapScanPartition.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneOlapScanPartition.java
index 1bdff7f6c1..db183d6638 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneOlapScanPartition.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/rewrite/PruneOlapScanPartition.java
@@ -24,9 +24,11 @@ import org.apache.doris.nereids.rules.RuleType;
 import org.apache.doris.nereids.rules.expression.rules.PartitionPruner;
 import org.apache.doris.nereids.rules.expression.rules.PartitionPruner.PartitionTableType;
 import org.apache.doris.nereids.trees.expressions.Slot;
+import org.apache.doris.nereids.trees.plans.logical.LogicalEmptyRelation;
 import org.apache.doris.nereids.trees.plans.logical.LogicalFilter;
 import org.apache.doris.nereids.trees.plans.logical.LogicalOlapScan;
 import org.apache.doris.nereids.util.Utils;
+import org.apache.doris.qe.ConnectContext;
 
 import com.google.common.collect.ImmutableList;
 import org.apache.commons.collections.CollectionUtils;
@@ -73,6 +75,11 @@ public class PruneOlapScanPartition extends OneRewriteRuleFactory {
             if (!CollectionUtils.isEmpty(manuallySpecifiedPartitions)) {
                 prunedPartitions.retainAll(manuallySpecifiedPartitions);
             }
+            if (prunedPartitions.isEmpty()) {
+                return new LogicalEmptyRelation(
+                        ConnectContext.get().getStatementContext().getNextRelationId(),
+                        filter.getOutput());
+            }
             LogicalOlapScan rewrittenScan = scan.withSelectedPartitionIds(ImmutableList.copyOf(prunedPartitions));
             return new LogicalFilter<>(filter.getConjuncts(), rewrittenScan);
         }).toRule(RuleType.OLAP_SCAN_PARTITION_PRUNE);
diff --git a/regression-test/data/empty_relation/eliminate_empty.out b/regression-test/data/empty_relation/eliminate_empty.out
index e864cd46e3..0bcc266b1c 100644
--- a/regression-test/data/empty_relation/eliminate_empty.out
+++ b/regression-test/data/empty_relation/eliminate_empty.out
@@ -70,3 +70,13 @@ PhysicalResultSink
 
 -- !except_empty_data --
 
+-- !prune_partition1 --
+PhysicalResultSink
+--PhysicalProject
+----PhysicalEmptyRelation
+
+-- !prune_partition2 --
+PhysicalResultSink
+--PhysicalProject
+----PhysicalEmptyRelation
+
diff --git a/regression-test/suites/empty_relation/eliminate_empty.groovy b/regression-test/suites/empty_relation/eliminate_empty.groovy
index d9050e9cdc..326fa69d37 100644
--- a/regression-test/suites/empty_relation/eliminate_empty.groovy
+++ b/regression-test/suites/empty_relation/eliminate_empty.groovy
@@ -127,4 +127,40 @@ suite("eliminate_empty") {
     qt_except_empty_data """
         select r_regionkey from region where false except select n_nationkey from nation  
     """
+
+    sql """
+    drop table if exists eliminate_partition_prune;
+    """
+    sql """
+    CREATE TABLE `eliminate_partition_prune` (
+    `k1` int(11) NULL COMMENT "",
+    `k2` int(11) NULL COMMENT "",
+    `k3` int(11) NULL COMMENT ""
+    ) 
+    PARTITION BY RANGE(`k1`, `k2`)
+    (PARTITION p1 VALUES LESS THAN ("3", "1"),
+    PARTITION p2 VALUES [("3", "1"), ("7", "10")),
+    PARTITION p3 VALUES [("7", "10"), ("10", "15")))
+    DISTRIBUTED BY HASH(`k1`) BUCKETS 10
+    PROPERTIES ('replication_num' = '1');
+    """
+
+    
+    qt_prune_partition1 """
+        explain shape plan
+        select sum(k2)
+        from
+        (select * from eliminate_partition_prune where k1=100) T
+        group by k3;
+        """
+    sql """
+        insert into eliminate_partition_prune values (7, 0, 0)
+        """
+    qt_prune_partition2 """
+        explain shape plan
+        select sum(k2)
+        from
+        (select * from eliminate_partition_prune where k1=100) T
+        group by k3;
+        """
 }
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