feat: Add "Complexity Estimator" CLI (Stable & Type-Aware) #4
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heikkitoivonen merged 5 commits intoheikkitoivonen:mainfrom Feb 2, 2026
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…umentation test reliability.
…g type hints and adding fallback heuristics.
| large_time = measure_time(lambda: large_list.copy(), iterations=50) | ||
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| assert is_linear_time(small_time, large_time, self.SIZE_RATIO), ( | ||
| assert is_linear_time(small_time, large_time, self.SIZE_RATIO, tolerance=5.0), ( |
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Please remove the tolerance changes and I can then accept the PR.
We should think some more about flakiness and address that in a separate, focused change. One option would be to increase the number of iterations.
Also, if you plan to make more PRs in the future, please do one focused change per PR. This current one has several unrelated changes: documentation fixes, new script & tests for it, test flakiness fixes, encoding fixes, uv fixes, and whitespace fixes.
Owner
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I am going to merge the PR, undo the tolerance changes, and then do some different changes on top to make the tests more reliable. |
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New Feature: Complexity Estimator CLI
This PR adds
scripts/estimate_complexity.py, a tool that measures the Big-O time complexity of your Python functions.Key Capabilities
n: int,data: list) to automatically create the right test inputs.Usage