diff --git a/jedi/parsing.py b/jedi/parsing.py
index 2dbb2340..64361653 100644
--- a/jedi/parsing.py
+++ b/jedi/parsing.py
@@ -570,6 +570,9 @@ class Import(Simple):
         else:
             return [self.namespace]
 
+    def get_set_vars(self):
+        return self.get_defined_names()
+
     def get_all_import_names(self):
         n = []
         if self.from_ns:
diff --git a/test/completion/imports.py b/test/completion/imports.py
index f8ab6f03..e694a14b 100644
--- a/test/completion/imports.py
+++ b/test/completion/imports.py
@@ -86,6 +86,9 @@ from keyword import kwlist, \
 #? ['kwlist']
 kwlist
 
+#? []
+from keyword import not_existing1, not_existing2
+
 from tokenize import io
 tokenize.generate_tokens