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	diff --git a/swh/core/serializers.py b/swh/core/serializers.py
	--- a/swh/core/serializers.py
	+++ b/swh/core/serializers.py
	@@ -178,7 +178,11 @@
	if b'__uuid__' in obj and obj[b'__uuid__']:
	return UUID(obj[b's'])
	if b'__timedelta__' in obj and obj[b'__timedelta__']:
	- return datetime.timedelta(**obj[b's'])
	+ # for backward compatibility with old serialization method
	+ if isinstance(obj[b's'], str):
	+ return eval(obj[b's'])
	+ else:
	+ return datetime.timedelta(**obj[b's'])
	if b'__arrow__' in obj and obj[b'__arrow__']:
	return arrow.get(obj[b's'])
	return obj