diff --git a/Dockerfile b/Dockerfile
index 48c750358cfcb227667c429f19befcaa2f51ebbd..402adee2ea2822250ebc8f6229fd6a44545d58e5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -80,7 +80,7 @@ RUN pip install pre-commit 'ipython==5.3.0' && \
     pip install opencv-python
 
 #For docstring checker
-RUN pip install pylint pytest astroid isort
+RUN pip install pylint pytest astroid isort LinkChecker
 
 COPY ./python/requirements.txt /root/
 RUN pip install -r /root/requirements.txt
diff --git a/python/paddle/reader/decorator.py b/python/paddle/reader/decorator.py
index 5a2573f59cf7b06d0269fabc39e72d8421597c0b..4b1fe94222d35f8c0e4e4cccc364227a3f9509d0 100644
--- a/python/paddle/reader/decorator.py
+++ b/python/paddle/reader/decorator.py
@@ -20,7 +20,7 @@ __all__ = [
 from threading import Thread
 import subprocess
 
-from six.moves import queue
+from six.moves.queue import Queue
 import itertools
 import random
 import zlib
@@ -190,7 +190,7 @@ def buffered(reader, size):
 
     def data_reader():
         r = reader()
-        q = queue(maxsize=size)
+        q = Queue(maxsize=size)
         t = Thread(
             target=read_worker, args=(
                 r,
@@ -293,8 +293,8 @@ def xmap_readers(mapper, reader, process_num, buffer_size, order=False):
         out_queue.put(end)
 
     def xreader():
-        in_queue = queue(buffer_size)
-        out_queue = queue(buffer_size)
+        in_queue = Queue(buffer_size)
+        out_queue = Queue(buffer_size)
         out_order = [0]
         # start a read worker in a thread
         target = order_read_worker if order else read_worker