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* Implement unit tests for PrefixCacheManager * Update prefix cache manager tests * Handle get_all_visible_devices in prefix cache manager tests * Add repo root to prefix cache manager tests sys.path * Use pathlib for repo root in prefix cache manager tests * Refine repo root Path import in tests * Handle list-based visible device configuration * Refine PrefixCacheManager test stubs * Run pre-commit on prefix cache manager tests * Remove duplicate pytest import in cache manager tests * Add tests for visible device formatting * Revert * Simplify test stubs in prefix cache manager tests * Refine PrefixCacheManager tests * Adjust prefix cache manager tests per review * Remove ignored tests from coverage configuration * Make prefix cache manager tests runnable without paddle * Use real paddle import in prefix cache manager tests * Clean up imports in test_prefix_cache_manager.py Removed unnecessary import of 'os' and related path manipulation. * Update test_prefix_cache_manager.py * Replace pid_suffix with ipc_suffix in tests * Add local cache queue and RDMA ports to cache config