diff --git a/python/pyspark/mllib/linalg/__init__.py b/python/pyspark/mllib/linalg/__init__.py
index 334dc8e38bb8f..675af97c00c89 100644
--- a/python/pyspark/mllib/linalg/__init__.py
+++ b/python/pyspark/mllib/linalg/__init__.py
@@ -391,6 +391,10 @@ def squared_distance(self, other):
     def toArray(self):
         return self.array
 
+    @property
+    def values(self):
+        return self.array
+
     def __getitem__(self, item):
         return self.array[item]