Hi, Now, we pin the clang-format version to 8 but it's old. Recent systems such as Ubuntu 21.04 or later don't provide packages for LLVM 8.
https://github.com/apache/arrow/pull/11786 is a pull request to upgrade the pinned version to 12 from 8. If you have any concern, please comment it on the pull request. Thanks, -- kou