[Autoloop] [Autoloop: perf-comparison]#135
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Run: https://github.com/githubnext/tsessebe/actions/runs/24313773954 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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🤖 This PR is maintained by Autoloop. Each accepted iteration adds a commit to this branch.
Goal
Systematically benchmark every tsb function against its pandas equivalent, one function per iteration. Results are displayed on the playground benchmarks page.
Metric:
benchmarked_functions— number of matched TS+Python benchmark pairs (higher is better)Current best: 62 (established in iteration 14)
Steering Issue: #131
Latest Iteration (14)
Added 40 new benchmark pairs (62 total): rank, clip, series_abs, where, isin, duplicated, drop_duplicates, interpolate, rolling_std, unstack, between, crosstab, diff, pct_change, nlargest, qcut, series_nunique, dataframe_head_tail, melt, corr, cov, expanding_mean, series_map, dataframe_astype, cut, stack, nsmallest, cummax, cummin, sample, mask, rolling_var, resample, explode, pivot, combine_first, groupby_agg, dataframe_apply_col, series_replace, string_contains.
Run: https://github.com/githubnext/tsessebe/actions/runs/24313773954