diff --git a/dnf/base.py b/dnf/base.py
index 9b59b9d7e5..552d53f4c7 100644
--- a/dnf/base.py
+++ b/dnf/base.py
@@ -2336,19 +2336,22 @@ def reinstall(self, pkg_spec, old_reponame=None, new_reponame=None,
 
         if not installed_pkgs:
             raise dnf.exceptions.PackagesNotInstalledError(
-                'no package matched', pkg_spec, available_nevra2pkg.values())
+                'no package matched', pkg_spec, available_q.run())
 
         cnt = 0
         clean_deps = self.conf.clean_requirements_on_remove
+        strict = self.conf.strict
         for installed_pkg in installed_pkgs:
             try:
-                available_pkg = available_nevra2pkg[ucd(installed_pkg)]
+                available_pkgs = available_nevra2pkg[ucd(installed_pkg)]
             except KeyError:
                 if not remove_na:
                     continue
                 self._goal.erase(installed_pkg, clean_deps=clean_deps)
             else:
-                self._goal.install(available_pkg)
+                sltr = dnf.selector.Selector(self.sack)
+                sltr.set(pkg=available_pkgs)
+                self._goal.install(select=sltr, optional=(not strict))
             cnt += 1
 
         if cnt == 0:
diff --git a/dnf/query.py b/dnf/query.py
index ab4139bf9a..02e631a6ec 100644
--- a/dnf/query.py
+++ b/dnf/query.py
@@ -43,4 +43,7 @@ def _by_provides(sack, patterns, ignore_case=False, get_query=False):
     return q.run()
 
 def _per_nevra_dict(pkg_list):
-    return {ucd(pkg):pkg for pkg in pkg_list}
+    nevra_dic = {}
+    for pkg in pkg_list:
+        nevra_dic.setdefault(ucd(pkg), []).append(pkg)
+    return nevra_dic
diff --git a/tests/test_queries.py b/tests/test_queries.py
index cdcb7ca453..e025300879 100644
--- a/tests/test_queries.py
+++ b/tests/test_queries.py
@@ -128,4 +128,9 @@ def test_per_nevra_dict(self):
         dct = dnf.query._per_nevra_dict(pkgs)
         self.assertCountEqual(dct.keys(),
                               ["lotus-3-16.x86_64", "lotus-3-16.i686"])
-        self.assertCountEqual(dct.values(), pkgs)
+        test_list = []
+        for list_items in dct.values():
+            for item in list_items:
+                test_list.append(item)
+
+        self.assertCountEqual(test_list, pkgs)