diff --git a/sqlalchemy_utils/functions/database.py b/sqlalchemy_utils/functions/database.py
index ae25515a..48faf28d 100644
--- a/sqlalchemy_utils/functions/database.py
+++ b/sqlalchemy_utils/functions/database.py
@@ -1,4 +1,7 @@
-import collections
+try:
+    from collections.abc import Mapping, Sequence
+except ImportError:  # For python 2.7 support
+    from collections import Mapping, Sequence
 import itertools
 import os
 from copy import copy
@@ -167,7 +170,7 @@ def json_sql(value, scalars_to_json=True):
         def scalar_convert(a):
             return sa.func.to_json(sa.text(a))
 
-    if isinstance(value, collections.Mapping):
+    if isinstance(value, Mapping):
         return sa.func.json_build_object(
             *(
                 json_sql(v, scalars_to_json=False)
@@ -176,7 +179,7 @@ def scalar_convert(a):
         )
     elif isinstance(value, str):
         return scalar_convert("'{0}'".format(value))
-    elif isinstance(value, collections.Sequence):
+    elif isinstance(value, Sequence):
         return sa.func.json_build_array(
             *(
                 json_sql(v, scalars_to_json=False)
diff --git a/tests/types/test_composite.py b/tests/types/test_composite.py
index f1255223..95db7a44 100644
--- a/tests/types/test_composite.py
+++ b/tests/types/test_composite.py
@@ -2,6 +2,7 @@
 import pytest
 import sqlalchemy as sa
 from sqlalchemy.orm import sessionmaker
+from sqlalchemy.orm.session import close_all_sessions
 
 from sqlalchemy_utils import (
     CompositeArray,
@@ -324,7 +325,7 @@ def teardown():
             session.execute('DROP TABLE account')
             session.execute('DROP TYPE money_type')
             session.commit()
-            session.close_all()
+            close_all_sessions()
             connection.close()
             remove_composite_listeners()
             engine.dispose()
diff --git a/tests/types/test_password.py b/tests/types/test_password.py
index eea3b324..f1888bea 100644
--- a/tests/types/test_password.py
+++ b/tests/types/test_password.py
@@ -109,7 +109,7 @@ def test_check_and_update(self, User):
         from passlib.hash import md5_crypt
 
         obj = User()
-        obj.password = Password(md5_crypt.encrypt('b'))
+        obj.password = Password(md5_crypt.hash('b'))
 
         assert obj.password.hash.decode('utf8').startswith('$1$')
         assert obj.password == 'b'
@@ -139,10 +139,10 @@ def test_compare(self, User):
         from passlib.hash import md5_crypt
 
         obj = User()
-        obj.password = Password(md5_crypt.encrypt('b'))
+        obj.password = Password(md5_crypt.hash('b'))
 
         other = User()
-        other.password = Password(md5_crypt.encrypt('b'))
+        other.password = Password(md5_crypt.hash('b'))
 
         # Not sure what to assert here; the test raised an error before.
         assert obj.password != other.password
@@ -203,7 +203,7 @@ def test_check_and_update_persist(self, session, User):
         from passlib.hash import md5_crypt
 
         obj = User()
-        obj.password = Password(md5_crypt.encrypt('b'))
+        obj.password = Password(md5_crypt.hash('b'))
 
         session.add(obj)
         session.commit()