diff --git a/lnst/Common/ResourceCache.py b/lnst/Common/ResourceCache.py
index 98558a2dc..421c572e6 100644
--- a/lnst/Common/ResourceCache.py
+++ b/lnst/Common/ResourceCache.py
@@ -127,7 +127,11 @@ def add_cache_entry(self, entry_hash, filepath, entry_name, entry_type):
 
     def del_cache_entry(self, entry_hash):
         if entry_hash in self._entries:
-            shutil.rmtree("%s/%s" % (self._root, entry_hash))
+            try:
+                shutil.rmtree("%s/%s" % (self._root, entry_hash))
+            except OSError as e:
+                if e.errno != 2:
+                    raise
             del self._entries[entry_hash]
             self._save_index()