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According to rapidsai/rapids-cmake#918, rapids-logger should now be replacing the direct use of spdlog and fmt, and that's why they were removed from rapids-cmake.
This PR #3805 pulls spdlog and fmt directly to unblock spark-rapids-jni, we should consider undoing it and migrating to rapids-logger, if we can.