diff --git a/kombu/utils/functional.py b/kombu/utils/functional.py
index 252b757e..63395a39 100644
--- a/kombu/utils/functional.py
+++ b/kombu/utils/functional.py
@@ -5,7 +5,13 @@ import random
 import sys
 import threading
 
-from collections import Iterable, Mapping, OrderedDict
+from collections import OrderedDict
+
+try:
+    from collections.abc import Iterable, Mapping
+except ImportError:
+    from collections import Iterable, Mapping
+
 from itertools import count, repeat
 from time import sleep, time
 
diff --git a/kombu/utils/url.py b/kombu/utils/url.py
index fbc90a14..b86f2f6f 100644
--- a/kombu/utils/url.py
+++ b/kombu/utils/url.py
@@ -1,7 +1,11 @@
 """URL Utilities."""
 from __future__ import absolute_import, unicode_literals
 
-from collections import Mapping
+try:
+    from collections.abc import Mapping
+except ImportError:
+    from collections import Mapping
+
 from functools import partial
 
 try:
diff --git a/t/unit/transport/test_qpid.py b/t/unit/transport/test_qpid.py
index 5ca4f38a..ae2de8ba 100644
--- a/t/unit/transport/test_qpid.py
+++ b/t/unit/transport/test_qpid.py
@@ -8,7 +8,13 @@ import sys
 import time
 import uuid
 
-from collections import Callable, OrderedDict
+from collections import OrderedDict
+
+try:
+    from collections.abc import Callable
+except ImportError:
+    from collections import Callable
+
 from itertools import count
 
 from case import Mock, call, patch, skip