Change Description

OmniShuffle leverages Spark's plugin mechanism to implement the plugin interfaces of Shuffle Manager and Broadcast Manager, replacing the Shuffle and Broadcast modules in the open source Spark version in a non-intrusive manner. This replacement reduces drive I/O, improves inter-node data exchange efficiency, and significantly optimizes query performance.