diff --git a/python/paddle/fluid/reader.py b/python/paddle/fluid/reader.py
index 9f2b2127aa7043546e84c8cc0295349108f407f5..616daf5a6504134c93720b31c66c1d19fb36b4ab 100644
--- a/python/paddle/fluid/reader.py
+++ b/python/paddle/fluid/reader.py
@@ -1291,7 +1291,7 @@ class GeneratorLoader(DataLoaderBase):
             except Exception as ex:
                 self._queue.kill()
                 self._thread = None
-                logging.warn('Your reader has raised an exception!')
+                logging.warning('Your reader has raised an exception!')
                 six.reraise(*sys.exc_info())
 
         self._thread = threading.Thread(
diff --git a/python/paddle/fluid/tests/unittests/test_multiprocess_reader_exception.py b/python/paddle/fluid/tests/unittests/test_multiprocess_reader_exception.py
index 95e2462a2e2989d36f574ea81f7103e2188a068d..c3b53e81a66659863139f89cbac407022fa3c9b7 100644
--- a/python/paddle/fluid/tests/unittests/test_multiprocess_reader_exception.py
+++ b/python/paddle/fluid/tests/unittests/test_multiprocess_reader_exception.py
@@ -25,7 +25,7 @@ class ReaderException(Exception):
     pass
 
 
-class TestMultiprocessReaderException(unittest.TestCase):
+class TestMultiprocessReaderExceptionWithQueueSuccess(unittest.TestCase):
     def setUp(self):
         self.use_pipe = False
         self.raise_exception = False
@@ -36,7 +36,7 @@ class TestMultiprocessReaderException(unittest.TestCase):
         else:
             return [fluid.CPUPlace()]
 
-    def main_impl(self, place, iterable, use_legacy_py_reader):
+    def main_impl(self, place, iterable):
         sample_num = 40
         batch_size = 4
 
@@ -53,37 +53,25 @@ class TestMultiprocessReaderException(unittest.TestCase):
             return __impl__
 
         with fluid.program_guard(fluid.Program(), fluid.Program()):
-            if not use_legacy_py_reader:
-                image = fluid.data(
-                    name='image', dtype='float32', shape=[None, 10])
-
-                reader = fluid.io.PyReader(
-                    feed_list=[image], capacity=2, iterable=iterable)
-            else:
-                reader = fluid.layers.py_reader(
-                    capacity=2, shapes=[[-1, 10], ], dtypes=['float32', ])
-                image = fluid.layers.read_file(reader)
+            image = fluid.data(name='image', dtype='float32', shape=[None, 10])
+            reader = fluid.io.DataLoader.from_generator(
+                feed_list=[image], capacity=2, iterable=iterable)
 
             image_p_1 = image + 1
 
             decorated_reader = multiprocess_reader(
                 [fake_reader(), fake_reader()], use_pipe=self.use_pipe)
 
-            if use_legacy_py_reader:
-                reader.decorate_paddle_reader(
-                    fluid.io.batch(
-                        decorated_reader, batch_size=batch_size))
+            if isinstance(place, fluid.CUDAPlace):
+                reader.set_sample_generator(
+                    decorated_reader,
+                    batch_size=batch_size,
+                    places=fluid.cuda_places(0))
             else:
-                if isinstance(place, fluid.CUDAPlace):
-                    reader.decorate_sample_generator(
-                        decorated_reader,
-                        batch_size=batch_size,
-                        places=fluid.cuda_places(0))
-                else:
-                    reader.decorate_sample_generator(
-                        decorated_reader,
-                        batch_size=batch_size,
-                        places=fluid.cpu_places())
+                reader.set_sample_generator(
+                    decorated_reader,
+                    batch_size=batch_size,
+                    places=fluid.cpu_places(1))
 
             exe = fluid.Executor(place)
             exe.run(fluid.default_startup_program())
@@ -97,9 +85,9 @@ class TestMultiprocessReaderException(unittest.TestCase):
                         for data in reader():
                             exe.run(feed=data, fetch_list=[image_p_1])
                             num += 1
-                        self.assertEquals(num, batch_num)
+                        self.assertEqual(num, batch_num)
                     except SystemError as ex:
-                        self.assertEquals(num, 0)
+                        self.assertEqual(num, 0)
                         raise ReaderException()
             else:
                 for _ in range(3):
@@ -112,40 +100,40 @@ class TestMultiprocessReaderException(unittest.TestCase):
                     except fluid.core.EOFException:
                         reader.reset()
                         self.assertFalse(self.raise_exception)
-                        self.assertEquals(num, batch_num)
+                        self.assertEqual(num, batch_num)
                     except SystemError as ex:
                         self.assertTrue(self.raise_exception)
-                        self.assertEquals(num, 0)
+                        self.assertEqual(num, 0)
                         raise ReaderException()
 
     def test_main(self):
         for p in self.places():
             for iterable in [False, True]:
-                use_legacy_py_reader_range = [False
-                                              ] if iterable else [False, True]
-                for use_legacy_py_reader in use_legacy_py_reader_range:
-                    try:
-                        with fluid.scope_guard(fluid.Scope()):
-                            self.main_impl(p, iterable, use_legacy_py_reader)
+                try:
+                    with fluid.scope_guard(fluid.Scope()):
+                        self.main_impl(p, iterable)
 
-                        self.assertTrue(not self.raise_exception)
-                    except ReaderException:
-                        self.assertTrue(self.raise_exception)
+                    self.assertTrue(not self.raise_exception)
+                except ReaderException:
+                    self.assertTrue(self.raise_exception)
 
 
-class TestCase1(TestMultiprocessReaderException):
+class TestMultiprocessReaderExceptionWithQueueFailed(
+        TestMultiprocessReaderExceptionWithQueueSuccess):
     def setUp(self):
         self.use_pipe = False
         self.raise_exception = True
 
 
-class TestCase2(TestMultiprocessReaderException):
+class TestMultiprocessReaderExceptionWithPipeSuccess(
+        TestMultiprocessReaderExceptionWithQueueSuccess):
     def setUp(self):
         self.use_pipe = True
         self.raise_exception = False
 
 
-class TestCase3(TestMultiprocessReaderException):
+class TestMultiprocessReaderExceptionWithPipeFailed(
+        TestMultiprocessReaderExceptionWithQueueSuccess):
     def setUp(self):
         self.use_pipe = True
         self.raise_exception = True
diff --git a/python/paddle/reader/decorator.py b/python/paddle/reader/decorator.py
index da9749722e132952e6a77ca82afae4580b427cee..66f971c59d7d5b893ee102c0ff416447080c05e9 100644
--- a/python/paddle/reader/decorator.py
+++ b/python/paddle/reader/decorator.py
@@ -18,6 +18,7 @@ import multiprocessing
 import six
 import sys
 import warnings
+import logging
 
 from six.moves.queue import Queue
 from six.moves import zip_longest