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⚡ Optimize trading simulation performance (~640x speedup)#49

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EiJackGH wants to merge 2 commits intomainfrom
optimize-trading-simulation-14119623549153839129
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⚡ Optimize trading simulation performance (~640x speedup)#49
EiJackGH wants to merge 2 commits intomainfrom
optimize-trading-simulation-14119623549153839129

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@EiJackGH
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  • Replaced iterrows() loop with iteration over NumPy arrays and list accumulation in simulate_trading, achieving ~640x speedup (8.27s -> 0.013s for 10k days).
  • Refactored CLI logic into a main() function to improve modularity and testability.
  • Removed redundant/broken if __name__ == "__main__": block.
  • Ensured PEP 8 compliance.

PR created automatically by Jules for task 14119623549153839129 started by @EiJackGH

Co-authored-by: EiJackGH <172181576+EiJackGH@users.noreply.github.com>
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👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

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Co-authored-by: EiJackGH <172181576+EiJackGH@users.noreply.github.com>
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