diff --git a/common/network-shuffle/src/main/java/org/apache/spark/network/shuffle/RemoteBlockPushResolver.java b/common/network-shuffle/src/main/java/org/apache/spark/network/shuffle/RemoteBlockPushResolver.java
index b74830101ce6d..9483e48ca446c 100644
--- a/common/network-shuffle/src/main/java/org/apache/spark/network/shuffle/RemoteBlockPushResolver.java
+++ b/common/network-shuffle/src/main/java/org/apache/spark/network/shuffle/RemoteBlockPushResolver.java
@@ -417,9 +417,7 @@ void removeAppAttemptPathInfoFromDB(String appId, int attemptId) {
     if (db != null) {
       try {
         byte[] key = getDbAppAttemptPathsKey(appAttemptId);
-        if (db.get(key) != null) {
-          db.delete(key);
-        }
+        db.delete(key);
       } catch (Exception e) {
         logger.error("Failed to remove the application attempt {} local path in DB",
             appAttemptId, e);