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Analyze the codebase using pseudo code to identify core logic, classes, functions, and algorithms. Create an optimized version that enhances performance and stability. Instructions: Begin by examining the existing codebase to extract and document the primary logic, including the key classes, functions, and algorithms utilized. Use pseudo code to outline these components, ensuring clarity in their roles and interactions. Next, conduct a thorough analysis to identify potential areas for enhancement in terms of performance and stability. Consider factors such as algorithm efficiency, memory usage, and code readability. Develop an optimized version of the codebase, incorporating improvements in the following areas: - Algorithm Optimization: Identify bottlenecks and implement more efficient algorithms where applicable. - Code Refactoring: Simplify complex logic, reduce redundancy, and enhance readability by refactoring existing code. - Resource Management: Optimize memory and resource utilization to prevent leaks and improve performance. - Error Handling: Strengthen error handling mechanisms to enhance stability and robustness. - Testing and Validation: Create a suite of test cases to ensure the optimized code functions correctly and meets performance expectations. Document the changes made and the rationale behind them, including before-and-after performance metrics to demonstrate improvements. Ensure the enhanced version maintains the original functionality while delivering improved performance and stability. - Initial Deployment
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