diff --git a/paddle/fluid/API.spec b/paddle/fluid/API.spec
index e84b2436df9a34cff05095a89fc221b0a268490f..aae345a53696927e8959b9ad374e7dfb6351208b 100644
--- a/paddle/fluid/API.spec
+++ b/paddle/fluid/API.spec
@@ -68,6 +68,7 @@ paddle.fluid.io.load_params (ArgSpec(args=['executor', 'dirname', 'main_program'
 paddle.fluid.io.load_persistables (ArgSpec(args=['executor', 'dirname', 'main_program', 'filename'], varargs=None, keywords=None, defaults=(None, None)), ('document', 'cfa84ef7c5435625bff4cc132cb8a0e3'))
 paddle.fluid.io.save_inference_model (ArgSpec(args=['dirname', 'feeded_var_names', 'target_vars', 'executor', 'main_program', 'model_filename', 'params_filename', 'export_for_deployment', 'program_only'], varargs=None, keywords=None, defaults=(None, None, None, True, False)), ('document', 'fc82bfd137a9b1ab8ebd1651bd35b6e5'))
 paddle.fluid.io.load_inference_model (ArgSpec(args=['dirname', 'executor', 'model_filename', 'params_filename', 'pserver_endpoints'], varargs=None, keywords=None, defaults=(None, None, None)), ('document', '2f54d7c206b62f8c10f4f9d78c731cfd'))
+paddle.fluid.io.batch (ArgSpec(args=['reader', 'batch_size', 'drop_last'], varargs=None, keywords=None, defaults=(False,)), ('document', 'cf2869b408b39cadadd95206b4e03b39'))
 paddle.fluid.io.PyReader ('paddle.fluid.reader.PyReader', ('document', 'e37efae53f3935b32aec37eda9f3d906'))
 paddle.fluid.io.PyReader.__init__ (ArgSpec(args=['self', 'feed_list', 'capacity', 'use_double_buffer', 'iterable', 'return_list'], varargs=None, keywords=None, defaults=(None, None, True, True, False)), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
 paddle.fluid.io.PyReader.decorate_batch_generator (ArgSpec(args=['self', 'reader', 'places'], varargs=None, keywords=None, defaults=(None,)), ('document', '4364e836e3cb8ab5e68e411b763c50c7'))
@@ -75,6 +76,20 @@ paddle.fluid.io.PyReader.decorate_sample_generator (ArgSpec(args=['self', 'sampl
 paddle.fluid.io.PyReader.decorate_sample_list_generator (ArgSpec(args=['self', 'reader', 'places'], varargs=None, keywords=None, defaults=(None,)), ('document', '6c11980092720de304863de98074a64a'))
 paddle.fluid.io.PyReader.reset (ArgSpec(args=['self'], varargs=None, keywords=None, defaults=None), ('document', '7432197701fdaab1848063860dc0b97e'))
 paddle.fluid.io.PyReader.start (ArgSpec(args=['self'], varargs=None, keywords=None, defaults=None), ('document', 'f6395fd95b025000c5c7a5be31aebc4e'))
+paddle.fluid.io.cache (ArgSpec(args=['reader'], varargs=None, keywords=None, defaults=None), ('document', '1676886070eb607cb608f7ba47be0d3c'))
+paddle.fluid.io.map_readers (ArgSpec(args=['func'], varargs='readers', keywords=None, defaults=None), ('document', '77cbadb09df588e21e5cc0819b69c87d'))
+paddle.fluid.io.buffered (ArgSpec(args=['reader', 'size'], varargs=None, keywords=None, defaults=None), ('document', '0d6186f109feceb99f60ec50a0a624cb'))
+paddle.fluid.io.compose (ArgSpec(args=[], varargs='readers', keywords='kwargs', defaults=None), ('document', '884291104e1c3f37f33aae44b7deeb0d'))
+paddle.fluid.io.chain (ArgSpec(args=[], varargs='readers', keywords=None, defaults=None), ('document', 'd22c34e379a53901ae67a6bca7f4def4'))
+paddle.fluid.io.shuffle (ArgSpec(args=['reader', 'buf_size'], varargs=None, keywords=None, defaults=None), ('document', 'e42ea6fee23ce26b23cb142cd1d6522d'))
+paddle.fluid.io.firstn (ArgSpec(args=['reader', 'n'], varargs=None, keywords=None, defaults=None), ('document', 'c5bb8f7dd4f917f1569a368aab5b8aad'))
+paddle.fluid.io.xmap_readers (ArgSpec(args=['mapper', 'reader', 'process_num', 'buffer_size', 'order'], varargs=None, keywords=None, defaults=(False,)), ('document', '9c804a42f8a4dbaa76b3c98e0ab7f796'))
+paddle.fluid.io.PipeReader ('paddle.reader.decorator.PipeReader', ('document', 'd3c250618f98c1a5fb646f869016a98e'))
+paddle.fluid.io.PipeReader.__init__ (ArgSpec(args=['self', 'command', 'bufsize', 'file_type'], varargs=None, keywords=None, defaults=(8192, 'plain')), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
+paddle.fluid.io.PipeReader.get_line (ArgSpec(args=['self', 'cut_lines', 'line_break'], varargs=None, keywords=None, defaults=(True, '\n')), ('document', '9621ae612e595b6c34eb3bb5f3eb1a45'))
+paddle.fluid.io.multiprocess_reader (ArgSpec(args=['readers', 'use_pipe', 'queue_size'], varargs=None, keywords=None, defaults=(True, 1000)), ('document', '7d8b3a96e592107c893d5d51ce968ba0'))
+paddle.fluid.io.Fake ('paddle.reader.decorator.Fake', ('document', '0d8f4847b99bed6d456ade0d903202e1'))
+paddle.fluid.io.Fake.__init__ (ArgSpec(args=['self'], varargs=None, keywords=None, defaults=None), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
 paddle.fluid.initializer.ConstantInitializer ('paddle.fluid.initializer.ConstantInitializer', ('document', '798f1fd87cbe9798d001ffb6e616415d'))
 paddle.fluid.initializer.ConstantInitializer.__init__ (ArgSpec(args=['self', 'value', 'force_cpu'], varargs=None, keywords=None, defaults=(0.0, False)), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
 paddle.fluid.initializer.UniformInitializer ('paddle.fluid.initializer.UniformInitializer', ('document', 'a8f1177e4ce29766853e801d5b0a3635'))
@@ -1033,20 +1048,3 @@ paddle.fluid.recordio_writer.convert_reader_to_recordio_file (ArgSpec(args=['fil
 paddle.fluid.recordio_writer.convert_reader_to_recordio_files (ArgSpec(args=['filename', 'batch_per_file', 'reader_creator', 'feeder', 'compressor', 'max_num_records', 'feed_order'], varargs=None, keywords=None, defaults=(Compressor.Snappy, 1000, None)), ('document', 'bc643f0f5f1b9db57ff0d8a57d379bd7'))
 paddle.fluid.Scope Scope() -> paddle.fluid.core_avx._Scope
 paddle.fluid.install_check.run_check (ArgSpec(args=[], varargs=None, keywords=None, defaults=None), ('document', '66b7c84a17ed32fec2df9628367be2b9'))
-paddle.reader.cache (ArgSpec(args=['reader'], varargs=None, keywords=None, defaults=None), ('document', '1676886070eb607cb608f7ba47be0d3c'))
-paddle.reader.map_readers (ArgSpec(args=['func'], varargs='readers', keywords=None, defaults=None), ('document', '77cbadb09df588e21e5cc0819b69c87d'))
-paddle.reader.buffered (ArgSpec(args=['reader', 'size'], varargs=None, keywords=None, defaults=None), ('document', '0d6186f109feceb99f60ec50a0a624cb'))
-paddle.reader.compose (ArgSpec(args=[], varargs='readers', keywords='kwargs', defaults=None), ('document', '884291104e1c3f37f33aae44b7deeb0d'))
-paddle.reader.chain (ArgSpec(args=[], varargs='readers', keywords=None, defaults=None), ('document', 'd22c34e379a53901ae67a6bca7f4def4'))
-paddle.reader.shuffle (ArgSpec(args=['reader', 'buf_size'], varargs=None, keywords=None, defaults=None), ('document', 'e42ea6fee23ce26b23cb142cd1d6522d'))
-paddle.reader.firstn (ArgSpec(args=['reader', 'n'], varargs=None, keywords=None, defaults=None), ('document', 'c5bb8f7dd4f917f1569a368aab5b8aad'))
-paddle.reader.xmap_readers (ArgSpec(args=['mapper', 'reader', 'process_num', 'buffer_size', 'order'], varargs=None, keywords=None, defaults=(False,)), ('document', '9c804a42f8a4dbaa76b3c98e0ab7f796'))
-paddle.reader.PipeReader ('paddle.reader.decorator.PipeReader', ('document', 'd3c250618f98c1a5fb646f869016a98e'))
-paddle.reader.PipeReader.__init__ (ArgSpec(args=['self', 'command', 'bufsize', 'file_type'], varargs=None, keywords=None, defaults=(8192, 'plain')), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
-paddle.reader.PipeReader.get_line (ArgSpec(args=['self', 'cut_lines', 'line_break'], varargs=None, keywords=None, defaults=(True, '\n')), ('document', '9621ae612e595b6c34eb3bb5f3eb1a45'))
-paddle.reader.multiprocess_reader (ArgSpec(args=['readers', 'use_pipe', 'queue_size'], varargs=None, keywords=None, defaults=(True, 1000)), ('document', '7d8b3a96e592107c893d5d51ce968ba0'))
-paddle.reader.Fake ('paddle.reader.decorator.Fake', ('document', '0d8f4847b99bed6d456ade0d903202e1'))
-paddle.reader.Fake.__init__ (ArgSpec(args=['self'], varargs=None, keywords=None, defaults=None), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
-paddle.reader.creator.np_array (ArgSpec(args=['x'], varargs=None, keywords=None, defaults=None), ('document', '28d457fbc9a71efa4ac91a3be179cada'))
-paddle.reader.creator.text_file (ArgSpec(args=['path'], varargs=None, keywords=None, defaults=None), ('document', 'f45fcb7add066c8e042c6774fc7c3db2'))
-paddle.reader.creator.recordio (ArgSpec(args=['paths', 'buf_size'], varargs=None, keywords=None, defaults=(100,)), ('document', 'b4a94ee0e2cefb495619275c2f8c61d2'))
diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index 7f6793a2494a797705bda480b70bd0e2baea209d..7633f79f83363ae06414f25026232e5543e92ade 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -449,7 +449,7 @@ function assert_api_not_changed() {
     virtualenv .env
     source .env/bin/activate
     pip install ${PADDLE_ROOT}/build/python/dist/*whl
-    python ${PADDLE_ROOT}/tools/print_signatures.py paddle.fluid,paddle.reader > new.spec
+    python ${PADDLE_ROOT}/tools/print_signatures.py paddle.fluid > new.spec
 
     if [ "$1" == "cp35-cp35m" ] || [ "$1" == "cp36-cp36m" ] || [ "$1" == "cp37-cp37m" ]; then
         # Use sed to make python2 and python3 sepc keeps the same
diff --git a/python/paddle/fluid/io.py b/python/paddle/fluid/io.py
index 7ca54593d9fffa4224ccfadb94ea45cff74e7cdd..f6cfe462e156dc95ddf64ca8d89f06775af92fa7 100644
--- a/python/paddle/fluid/io.py
+++ b/python/paddle/fluid/io.py
@@ -21,6 +21,9 @@ import six
 import logging
 from functools import reduce
 
+import paddle
+import paddle.reader
+from paddle.reader import *
 from paddle.fluid import layers
 from paddle.fluid.executor import Executor
 from paddle.fluid.evaluator import Evaluator
@@ -32,10 +35,12 @@ from .reader import *
 from . import core
 from .. import compat as cpt
 
+batch = paddle.batch
+
 __all__ = [
     'save_vars', 'save_params', 'save_persistables', 'load_vars', 'load_params',
-    'load_persistables', 'save_inference_model', 'load_inference_model'
-] + reader.__all__
+    'load_persistables', 'save_inference_model', 'load_inference_model', 'batch'
+] + reader.__all__ + paddle.reader.__all__
 
 _logger = get_logger(
     __name__, logging.INFO, fmt='%(asctime)s-%(levelname)s: %(message)s')
diff --git a/python/paddle/reader/__init__.py b/python/paddle/reader/__init__.py
index b55a6298f611af1f44bc6f03c91488926604bd84..29337cf06682f5f5bf8e0e6d9b1bf8ec32512d45 100644
--- a/python/paddle/reader/__init__.py
+++ b/python/paddle/reader/__init__.py
@@ -66,6 +66,4 @@ An example implementation for multiple item data reader creator:
 import paddle.reader.decorator
 from paddle.reader.decorator import *
 
-import paddle.reader.creator
-
-__all__ = decorator.__all__ + ['creator']
+__all__ = decorator.__all__
diff --git a/python/paddle/reader/creator.py b/python/paddle/reader/creator.py
deleted file mode 100644
index 353aca92f42d853a0fdd1685636da2c479586dc3..0000000000000000000000000000000000000000
--- a/python/paddle/reader/creator.py
+++ /dev/null
@@ -1,96 +0,0 @@
-# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-"""
-Creator package contains some simple reader creator, which could
-be used in user program.
-"""
-
-__all__ = ['np_array', 'text_file', 'recordio']
-
-
-def np_array(x):
-    """
-    Creates a reader that yields elements of x, if it is a
-    numpy vector. Or rows of x, if it is a numpy matrix.
-    Or any sub-hyperplane indexed by the highest dimension.
-
-    :param x: the numpy array to create reader from.
-    :returns: data reader created from x.
-    """
-
-    def reader():
-        if x.ndim < 1:
-            yield x
-
-        for e in x:
-            yield e
-
-    return reader
-
-
-def text_file(path):
-    """
-    Creates a data reader that outputs text line by line from given text file.
-    Trailing new line ('\\\\n') of each line will be removed.
-
-    Args:
-        path (str): path of the text file.
-    
-    Returns: 
-        callable: data reader of text file.
-    """
-
-    def reader():
-        f = open(path, "r")
-        for l in f:
-            yield l.rstrip('\n')
-        f.close()
-
-    return reader
-
-
-def recordio(paths, buf_size=100):
-    """
-    Creates a data reader from given RecordIO file paths separated 
-    by ",", glob pattern is supported.
-
-    Args:
-        paths (str|list(str)): path of recordio files.
-        buf_size (int): prefetched buffer size. 
-
-    Returns:
-        callable: data reader of recordio files.
-    """
-
-    import recordio as rec
-    import paddle.reader.decorator as dec
-    import six
-    import six.moves.cPickle as pickle
-
-    def reader():
-        if isinstance(paths, six.string_types):
-            path = paths
-        elif isinstance(paths, six.binary_type):
-            path = paths.decode()
-        else:
-            path = ",".join(paths)
-        f = rec.reader(path)
-        while True:
-            r = f.read()
-            if r is None:
-                break
-            yield pickle.loads(r)
-        f.close()
-
-    return dec.buffered(reader, buf_size)
diff --git a/python/paddle/reader/tests/CMakeLists.txt b/python/paddle/reader/tests/CMakeLists.txt
index 107d5912e1567e0c8721987a281272c7feb51e63..969718d3b1837bde2e953778be9a1390cc53bb3d 100644
--- a/python/paddle/reader/tests/CMakeLists.txt
+++ b/python/paddle/reader/tests/CMakeLists.txt
@@ -1,2 +1 @@
-py_test(creator_test SRCS creator_test.py)
 py_test(decorator_test SRCS decorator_test.py)
diff --git a/python/paddle/reader/tests/creator_test.py b/python/paddle/reader/tests/creator_test.py
deleted file mode 100644
index d7107610a5dd751cad8f8365aec32c6ba92c53ae..0000000000000000000000000000000000000000
--- a/python/paddle/reader/tests/creator_test.py
+++ /dev/null
@@ -1,75 +0,0 @@
-#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Copyright PaddlePaddle contributors. All Rights Reservedd
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-import os
-import unittest
-import numpy as np
-import paddle.reader.creator
-import six
-
-
-class TestNumpyArray(unittest.TestCase):
-    def test_numpy_array(self):
-        l = [[1, 2, 3], [4, 5, 6]]
-        x = np.array(l, np.int32)
-        reader = paddle.reader.creator.np_array(x)
-        for idx, e in enumerate(reader()):
-            six.assertCountEqual(self, e, l[idx])
-
-
-class TestTextFile(unittest.TestCase):
-    def test_text_file(self):
-        path = os.path.join(os.path.dirname(__file__), "test_data_creator.txt")
-        reader = paddle.reader.creator.text_file(path)
-        for idx, e in enumerate(reader()):
-            self.assertEqual(e, str(idx * 2) + " " + str(idx * 2 + 1))
-
-
-class TestRecordIO(unittest.TestCase):
-    def do_test(self, path):
-        reader = paddle.reader.creator.recordio(path)
-        idx = 0
-        for e in reader():
-            if idx == 0:
-                self.assertEqual(e, (1, 2, 3))
-            elif idx == 1:
-                self.assertEqual(e, (4, 5, 6))
-            idx += 1
-        self.assertEqual(idx, 2)
-
-    def test_recordIO(self):
-        self.do_test(
-            os.path.join(
-                os.path.dirname(__file__), "test_reader_recordio.dat"))
-        self.do_test([
-            os.path.join(
-                os.path.dirname(__file__), "test_reader_recordio.dat")
-        ])
-
-
-if __name__ == '__main__':
-    unittest.main()
diff --git a/tools/print_signatures.py b/tools/print_signatures.py
index 721fe77456c31ed4e71c3a7e8e90f434cd521f4b..486c88dd074e1859e39a664337ab0601c07a5cc5 100644
--- a/tools/print_signatures.py
+++ b/tools/print_signatures.py
@@ -15,7 +15,7 @@
 Print all signature of a python module in alphabet order.
 
 Usage:
-    ./print_signature  "paddle.fluid,paddle.reader" > signature.txt
+    ./print_signature  "paddle.fluid" > signature.txt
 """
 from __future__ import print_function