diff --git a/mongoengine/base/document.py b/mongoengine/base/document.py
index ce96837a..01cfdc0d 100644
--- a/mongoengine/base/document.py
+++ b/mongoengine/base/document.py
@@ -1,6 +1,6 @@
 import copy
 import numbers
-from collections import Hashable
+from collections.abc import Hashable
 from functools import partial
 
 from bson import ObjectId, json_util
diff --git a/mongoengine/fields.py b/mongoengine/fields.py
index b631fc48..db712510 100644
--- a/mongoengine/fields.py
+++ b/mongoengine/fields.py
@@ -6,7 +6,7 @@ import socket
 import time
 import uuid
 import warnings
-from collections import Mapping
+from collections.abc import Mapping
 from operator import itemgetter
 
 from bson import Binary, DBRef, ObjectId, SON