diff --git a/setup.py b/setup.py
index 94ac5ca..df8da1f 100644
--- a/setup.py
+++ b/setup.py
@@ -116,7 +116,7 @@ def default_setup_args(*, version):
     # updated sagemaker is required to fetch latest container info, so we don't want to cap the version too strict
     # otherwise cloud module needs to be released to support new container
     "sagemaker>=2.126.0,<3.0",
-    "pyarrow>=11.0,<21",
+    "pyarrow>=11.0,<23",
     "PyYAML~=6.0",
     "Pillow>=10.2,<12",  # unlikely to introduce breaking changes in minor releases
     "ray[default]>=2.10.0,<2.46",