diff --git a/python/paddle/dataset/flowers.py b/python/paddle/dataset/flowers.py
index 914dae348bc94d061072543aa14aba2219f4b52d..7d14cc5dc8796c0865ba1b25405a6af6e203c94a 100644
--- a/python/paddle/dataset/flowers.py
+++ b/python/paddle/dataset/flowers.py
@@ -116,8 +116,8 @@ def reader_creator(data_file,
             for file in open(file_list):
                 file = file.strip()
                 batch = None
-                with open(file, 'r') as f:
-                    batch = pickle.load(f)
+                with open(file, 'rb') as f:
+                    batch = pickle.loads(f.read())
                 data = batch['data']
                 labels = batch['label']
                 for sample, label in zip(data, batch['label']):
diff --git a/python/paddle/reader/tests/creator_test.py b/python/paddle/reader/tests/creator_test.py
index c4238c12a74759d52eb09f31ce1126cc93dd3489..567f38c96e73ae9bc333bbda642c423ea0742d34 100644
--- a/python/paddle/reader/tests/creator_test.py
+++ b/python/paddle/reader/tests/creator_test.py
@@ -29,6 +29,7 @@ import os
 import unittest
 import numpy as np
 import paddle.reader.creator
+import six
 
 
 class TestNumpyArray(unittest.TestCase):
@@ -37,7 +38,7 @@ class TestNumpyArray(unittest.TestCase):
         x = np.array(l, np.int32)
         reader = paddle.reader.creator.np_array(x)
         for idx, e in enumerate(reader()):
-            self.assertItemsEqual(e, l[idx])
+            six.assertCountEqual(e, l[idx])
 
 
 class TestTextFile(unittest.TestCase):