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- Added cache initialization to enhance performance and data retrieval efficiency. - Introduced an object pool for managing statistics, optimizing memory usage during metrics processing. - Improved code organization by clarifying initialization steps for cache and monitoring components. These changes enhance the metrics collector's efficiency and resource management, ensuring better performance in data handling.