diff --git a/dnf/base.py b/dnf/base.py
index dac3cefd7a..c1affc8cba 100644
--- a/dnf/base.py
+++ b/dnf/base.py
@@ -1320,7 +1320,10 @@ def download_packages(self, pkglist, progress=None, callback_total=None):
                                             pkg.location.lstrip("/"))
                 else:
                     location = os.path.join(pkg.repo.pkgdir, pkg.location.lstrip("/"))
-                shutil.copy(location, self.conf.destdir)
+                try:
+                    shutil.copy(location, self.conf.destdir)
+                except shutil.SameFileError:
+                    pass
 
     def add_remote_rpms(self, path_list, strict=True, progress=None):
         # :api