Enhance documentation and refactor profiling features - #75
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- Updated the extensibility documentation to clarify the handling of column types and schema stability in Python, ensuring users understand the implications of dtype variations. - Improved the profiling documentation to delineate the independent paths of TorchProbe and Torch Profiler, emphasizing their distinct roles and operational characteristics. - Refactored the fanout statistics handling in the federation module, introducing a new `FanoutStatsHandle` for better concurrency management and encapsulation of fanout statistics. - Streamlined the federated scan execution process to utilize the new fanout statistics handling, enhancing the clarity and maintainability of the code. These changes aim to improve user understanding of profiling tools and enhance the robustness of the federation features.
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FanoutStatsHandlefor better concurrency management and encapsulation of fanout statistics.These changes aim to improve user understanding of profiling tools and enhance the robustness of the federation features.