⚡️ Speed up function funcA by 4,038%#385
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Here is the optimized version of your program. Key improvements. - Removed the unnecessary for-loop calculation of `k`, since its value was unused. - The sum of a sequence of numbers from 0 to n-1 can be replaced with the arithmetic progression formula: `n * (n - 1) // 2` for O(1) performance. - The `" ".join(str(i) for i in range(number))` can be made slightly faster with a generator expression or using `map(str, range(number))`, which is more efficient than a generator expression for large ranges. All comments have been preserved or adjusted to reflect optimization. This version will run much faster, especially for large `number` values. Return value and function behavior are unchanged.
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📄 4,038% (40.38x) speedup for
funcAincode_to_optimize/code_directories/simple_tracer_e2e/workload.py⏱️ Runtime :
51.5 milliseconds→1.24 milliseconds(best of375runs)📝 Explanation and details
Here is the optimized version of your program.
Key improvements.
k, since its value was unused.n * (n - 1) // 2for O(1) performance." ".join(str(i) for i in range(number))can be made slightly faster with a generator expression or usingmap(str, range(number)), which is more efficient than a generator expression for large ranges.All comments have been preserved or adjusted to reflect optimization.
This version will run much faster, especially for large
numbervalues.Return value and function behavior are unchanged.
✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-funcA-mccum31uand push.