diff --git a/hudi-client/src/main/java/org/apache/hudi/table/HoodieCopyOnWriteTable.java b/hudi-client/src/main/java/org/apache/hudi/table/HoodieCopyOnWriteTable.java
index 2a6ce8677..ed9c65dcc 100644
--- a/hudi-client/src/main/java/org/apache/hudi/table/HoodieCopyOnWriteTable.java
+++ b/hudi-client/src/main/java/org/apache/hudi/table/HoodieCopyOnWriteTable.java
@@ -109,7 +109,7 @@ public class HoodieCopyOnWriteTable<T extends HoodieRecordPayload> extends Hoodi
         Tuple2<String, String> partitionDelFileTuple = iter.next();
         String partitionPath = partitionDelFileTuple._1();
         String delFileName = partitionDelFileTuple._2();
-        Path deletePath = new Path(new Path(basePath, partitionPath), delFileName);
+        Path deletePath = FSUtils.getPartitionPath(FSUtils.getPartitionPath(basePath, partitionPath), delFileName);
         String deletePathStr = deletePath.toString();
         Boolean deletedFileResult = deleteFileAndGetResult(fs, deletePathStr);
         if (!partitionCleanStatMap.containsKey(partitionPath)) {