diff --git a/dvc/stage.py b/dvc/stage.py
index 93831657e..3f7290f33 100644
--- a/dvc/stage.py
+++ b/dvc/stage.py
@@ -774,7 +774,11 @@ class Stage(object):
             env=fix_env(os.environ),
             executable=executable,
         )
-        p.communicate()
+
+        try:
+            p.communicate()
+        except KeyboardInterrupt:
+            p.communicate()
 
         if p.returncode != 0:
             raise StageCmdFailedError(self)