diff --git a/trytond/backend/postgresql/database.py b/trytond/backend/postgresql/database.py
index 3015b2b186..7c459e6600 100644
--- a/trytond/backend/postgresql/database.py
+++ b/trytond/backend/postgresql/database.py
@@ -9,7 +9,11 @@ from psycopg2.extensions import cursor as PsycopgCursor
 from psycopg2.extensions import ISOLATION_LEVEL_SERIALIZABLE
 from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
 from psycopg2.extensions import register_type, register_adapter
-from psycopg2.extensions import UNICODE, AsIs, PYDATE, PYDATETIME, PYTIME
+from psycopg2.extensions import UNICODE, AsIs
+try:
+    from psycopg2.extensions import PYDATE, PYDATETIME, PYTIME
+except ImportError:
+    PYDATE, PYDATETIME, PYTIME = None, None, None
 from psycopg2 import IntegrityError as DatabaseIntegrityError
 from psycopg2 import OperationalError as DatabaseOperationalError
 import time
@@ -395,9 +399,12 @@ class Cursor(CursorInterface):
         return select
 
 register_type(UNICODE)
-register_type(PYDATE)
-register_type(PYDATETIME)
-register_type(PYTIME)
+if PYDATE:
+    register_type(PYDATE)
+if PYDATETIME:
+    register_type(PYDATETIME)
+if PYTIME:
+    register_type(PYTIME)
 register_adapter(Session, AsIs)
 register_adapter(float, lambda value: AsIs(repr(value)))
 register_adapter(Decimal, lambda value: AsIs(str(value)))