diff --git a/core/__init__.py b/core/__init__.py
index 9f9fe812..46eef2c3 100644
--- a/core/__init__.py
+++ b/core/__init__.py
@@ -1,4 +1,6 @@
 # coding=utf-8
+
+from six.moves import reload_module
 import locale
 import os
 import re
@@ -252,7 +254,7 @@ def initialize(section=None):
         SYS_ENCODING = 'UTF-8'
 
     if not hasattr(sys, "setdefaultencoding"):
-        reload(sys)
+        reload_module(sys)
 
     try:
         # pylint: disable=E1101
diff --git a/core/transmissionrpc/client.py b/core/transmissionrpc/client.py
index c451e685..b64b709d 100644
--- a/core/transmissionrpc/client.py
+++ b/core/transmissionrpc/client.py
@@ -18,12 +18,8 @@ from core.transmissionrpc.torrent import Torrent
 from core.transmissionrpc.session import Session
 from six import PY3, integer_types, string_types, iteritems
 
-if PY3:
-    from urllib.parse import urlparse
-    from urllib.request import urlopen
-else:
-    from urlparse import urlparse
-    from urllib2 import urlopen
+from six.moves.urllib_parse import urlparse
+from six.moves.urllib_request import urlopen
 
 
 def debug_httperror(error):
diff --git a/core/transmissionrpc/httphandler.py b/core/transmissionrpc/httphandler.py
index 1e884399..2968762e 100644
--- a/core/transmissionrpc/httphandler.py
+++ b/core/transmissionrpc/httphandler.py
@@ -4,19 +4,15 @@
 
 import sys
 
-from core.transmissionrpc.error import HTTPHandlerError
-from six import PY3
+from six.moves.urllib_request import (
+    build_opener, install_opener,
+    HTTPBasicAuthHandler, HTTPDigestAuthHandler, HTTPPasswordMgrWithDefaultRealm,
+    Request,
+)
+from six.moves.urllib_error import HTTPError, URLError
+from six.moves.http_client import BadStatusLine
 
-if PY3:
-    from urllib.request import Request, build_opener, \
-        HTTPPasswordMgrWithDefaultRealm, HTTPBasicAuthHandler, HTTPDigestAuthHandler
-    from urllib.error import HTTPError, URLError
-    from http.client import BadStatusLine
-else:
-    from urllib2 import Request, build_opener, \
-        HTTPPasswordMgrWithDefaultRealm, HTTPBasicAuthHandler, HTTPDigestAuthHandler
-    from urllib2 import HTTPError, URLError
-    from httplib import BadStatusLine
+from core.transmissionrpc.error import HTTPHandlerError
 
 
 class HTTPHandler(object):
diff --git a/core/utorrent/client.py b/core/utorrent/client.py
index f8989acf..f8ddc80d 100644
--- a/core/utorrent/client.py
+++ b/core/utorrent/client.py
@@ -1,12 +1,17 @@
 # coding=utf8
 
-import urllib
-import urllib2
-import urlparse
-import cookielib
 import json
 import re
-import StringIO
+
+from six import StringIO
+from six.moves.http_cookiejar import CookieJar
+from six.moves.urllib_error import HTTPError
+from six.moves.urllib_parse import urljoin, urlencode
+from six.moves.urllib_request import (
+    build_opener, install_opener,
+    HTTPBasicAuthHandler, HTTPCookieProcessor,
+    Request,
+)
 
 from core.utorrent.upload import MultiPartForm
 
@@ -23,23 +28,23 @@ class UTorrentClient(object):
     def _make_opener(self, realm, base_url, username, password):
         """uTorrent API need HTTP Basic Auth and cookie support for token verify."""
 
-        auth_handler = urllib2.HTTPBasicAuthHandler()
+        auth_handler = HTTPBasicAuthHandler()
         auth_handler.add_password(realm=realm,
                                   uri=base_url,
                                   user=username,
                                   passwd=password)
-        opener = urllib2.build_opener(auth_handler)
-        urllib2.install_opener(opener)
+        opener = build_opener(auth_handler)
+        install_opener(opener)
 
-        cookie_jar = cookielib.CookieJar()
-        cookie_handler = urllib2.HTTPCookieProcessor(cookie_jar)
+        cookie_jar = CookieJar()
+        cookie_handler = HTTPCookieProcessor(cookie_jar)
 
         handlers = [auth_handler, cookie_handler]
-        opener = urllib2.build_opener(*handlers)
+        opener = build_opener(*handlers)
         return opener
 
     def _get_token(self):
-        url = urlparse.urljoin(self.base_url, 'token.html')
+        url = urljoin(self.base_url, 'token.html')
         response = self.opener.open(url)
         token_re = "<div id='token' style='display:none;'>([^<>]+)</div>"
         match = re.search(token_re, response.read())
@@ -122,8 +127,8 @@ class UTorrentClient(object):
 
     def _action(self, params, body=None, content_type=None):
         # about token, see https://github.com/bittorrent/webui/wiki/TokenSystem
-        url = self.base_url + '?token=' + self.token + '&' + urllib.urlencode(params)
-        request = urllib2.Request(url)
+        url = self.base_url + '?token=' + self.token + '&' + urlencode(params)
+        request = Request(url)
 
         if body:
             request.add_data(body)
@@ -134,5 +139,5 @@ class UTorrentClient(object):
         try:
             response = self.opener.open(request)
             return response.code, json.loads(response.read())
-        except urllib2.HTTPError, e:
+        except HTTPError:
             raise