diff --git a/.drone.yml b/.drone.yml
index 9d7c769d8c..c4fd423e94 100644
--- a/.drone.yml
+++ b/.drone.yml
@@ -1,9 +1,9 @@
-image: python2.7
+image: python:all
 env:
   - POSTGRESQL_URI=postgresql://postgres@127.0.0.1:5432/
   - MYSQL_URI=mysql://root@127.0.0.1:3306/
 script:
   - pip install tox
-  - tox -e "py27-{sqlite,postgresql}"
+  - tox -e "{py27,py33,py34,py35}-{sqlite,postgresql}" --skip-missing-interpreters
 services:
   - postgres
diff --git a/CHANGELOG b/CHANGELOG
index c6024586bf..2a3a128ca6 100644
--- a/CHANGELOG
+++ b/CHANGELOG
@@ -1,3 +1,5 @@
+* Add Python3 support
+
 Version 3.8.0 - 2015-11-02
 * Bug fixes (see mercurial logs for details)
 
diff --git a/line.py b/line.py
index 4e7e966b5d..79b1c2037f 100644
--- a/line.py
+++ b/line.py
@@ -9,7 +9,6 @@ from trytond.transaction import Transaction
 from trytond.pool import Pool, PoolMeta
 
 __all__ = ['Line', 'Move', 'MoveLine', 'OpenAccount']
-__metaclass__ = PoolMeta
 
 
 class Line(ModelSQL, ModelView):
@@ -135,6 +134,7 @@ class Line(ModelSQL, ModelView):
 
 
 class Move:
+    __metaclass__ = PoolMeta
     __name__ = 'account.move'
 
     def cancel(self, default=None):
diff --git a/setup.py b/setup.py
index 793350009a..3432ef9e0c 100644
--- a/setup.py
+++ b/setup.py
@@ -5,11 +5,17 @@
 from setuptools import setup
 import re
 import os
-import ConfigParser
+import io
+try:
+    from configparser import ConfigParser
+except ImportError:
+    from ConfigParser import ConfigParser
 
 
 def read(fname):
-    return open(os.path.join(os.path.dirname(__file__), fname)).read()
+    return io.open(
+        os.path.join(os.path.dirname(__file__), fname),
+        'r', encoding='utf-8').read()
 
 
 def get_require_version(name):
@@ -21,7 +27,7 @@ def get_require_version(name):
         major_version, minor_version + 1)
     return require
 
-config = ConfigParser.ConfigParser()
+config = ConfigParser()
 config.readfp(open('tryton.cfg'))
 info = dict(config.items('tryton'))
 for key in ('depends', 'extras_depend', 'xml'):
@@ -94,6 +100,9 @@ setup(name=name,
         'Natural Language :: Spanish',
         'Operating System :: OS Independent',
         'Programming Language :: Python :: 2.7',
+        'Programming Language :: Python :: 3.3',
+        'Programming Language :: Python :: 3.4',
+        'Programming Language :: Python :: 3.5',
         'Programming Language :: Python :: Implementation :: CPython',
         'Programming Language :: Python :: Implementation :: PyPy',
         'Topic :: Office/Business',
@@ -110,4 +119,6 @@ setup(name=name,
     test_suite='tests',
     test_loader='trytond.test_loader:Loader',
     tests_require=tests_require,
+    use_2to3=True,
+    convert_2to3_doctests=['tests/scenario_analytic_account.rst'],
     )
diff --git a/tests/test_analytic_account.py b/tests/test_analytic_account.py
index c16a5b8ede..f3802bdcb4 100644
--- a/tests/test_analytic_account.py
+++ b/tests/test_analytic_account.py
@@ -6,6 +6,7 @@ from decimal import Decimal
 import trytond.tests.test_tryton
 from trytond.tests.test_tryton import ModuleTestCase, with_transaction
 from trytond.tests.test_tryton import doctest_setup, doctest_teardown
+from trytond.tests.test_tryton import doctest_checker
 from trytond.transaction import Transaction
 from trytond.pool import Pool
 
@@ -144,5 +145,6 @@ def suite():
         AnalyticAccountTestCase))
     suite.addTests(doctest.DocFileSuite('scenario_analytic_account.rst',
             setUp=doctest_setup, tearDown=doctest_teardown, encoding='utf-8',
+            checker=doctest_checker,
             optionflags=doctest.REPORT_ONLY_FIRST_FAILURE))
     return suite
diff --git a/tox.ini b/tox.ini
index e9d2876444..e2a064851d 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,10 +1,10 @@
 [tox]
-envlist = py27-{sqlite,postgresql,mysql},pypy-{sqlite,postgresql}
+envlist = {py27,py33,py34,py35}-{sqlite,postgresql,mysql},pypy-{sqlite,postgresql}
 
 [testenv]
 commands = {envpython} setup.py test
 deps =
-    py27-postgresql: psycopg2 >= 2.0
+    {py27,py33,py34,py35}-postgresql: psycopg2 >= 2.0
     pypy-postgresql: psycopg2cffi >= 2.5
     mysql: MySQL-python
 setenv =