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--- a/slam/utils.py	2018-12-12 17:31:03.000000000 +0800
+++ b/slam/utils.py	2023-05-21 18:14:57.324104970 +0800
@@ -23,7 +23,8 @@
 
 """
 import sys
-from collections import OrderedDict, Set, Mapping, deque
+from collections import OrderedDict, deque
+from collections.abc import Set, Mapping
 from numbers import Number
 
 import numpy as np