[Autoloop: perf-comparison] - #461
Draft
github-actions[bot] wants to merge 20 commits into
Draft
Conversation
… pair Run: https://github.com/githubnext/tsb/actions/runs/32766310388 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
…chmark pair Benchmarks remaining WASM rolling/expanding statistics functions: rollingMinF64Accelerated, rollingMaxF64Accelerated, rollingVarF64Accelerated, rollingStdF64Accelerated, rollingMedianF64Accelerated, and their expanding variants — not covered by bench_wasm_agg_ops which only benchmarked sum/mean. Python counterpart uses pandas Series.rolling()/expanding() with same ops. Run: https://github.com/githubnext/tsb/actions/runs/32820317584 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
…benchmark pair Run: https://github.com/githubnext/tsb/actions/runs/32887698741 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
…rk pair Run: https://github.com/githubnext/tsb/actions/runs/32941495823 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
Benchmarks MultiIndex.toList() (tsb) vs pd.MultiIndex.tolist() (pandas) on a 100k-pair MultiIndex. This brings the total benchmark pairs from 825 to 826. Run: https://github.com/githubnext/tsb/actions/runs/33033035649 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
…enchmark pair Run: https://github.com/githubnext/tsb/actions/runs/33094086022 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
Run: https://github.com/githubnext/tsb/actions/runs/33139413271 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
…mark pair Run: https://github.com/githubnext/tsb/actions/runs/33192323250 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
…hmark pair Benchmarks addPrefixSeries / addSuffixSeries / setAxisSeries / setAxisDataFrame / seriesToFrame against pandas Series.add_prefix / add_suffix / set_axis / DataFrame.set_axis / Series.to_frame. These 5 exported functions from src/stats/rename_ops.ts had no dedicated benchmark pair. Dataset: 100k-element Series and DataFrame with string index labels. Run: https://github.com/githubnext/tsb/actions/runs/33225322029 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
…benchmark pair Benchmarks rollingSumF64Accelerated, rollingMeanF64Accelerated, expandingSumF64Accelerated, expandingMeanF64Accelerated from src/wasm/accelerated.ts against pandas Series.rolling(50).sum/mean and Series.expanding().sum/mean on 100k-element float64 arrays. Run: https://github.com/githubnext/tsb/actions/runs/33253694015 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Contributor
Author
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
注册 for free
to join this conversation on GitHub.
Already have an account?
登录 to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
🤖 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, building a performance comparison dataset displayed on the playground site.
Program Issue
#221
Current Best Metric
821 benchmarked function pairs (target: open-ended)
Latest Iteration (482)
Added
bench_wasm_agg_ops— benchmarks the WASM-accelerated aggregate operations:sumF64Accelerated,meanF64Accelerated,minF64Accelerated,maxF64Accelerated,varF64Accelerated,stdF64Accelerated,medianF64AcceleratedplusrollingSumF64Accelerated,rollingMeanF64Accelerated,expandingSumF64Accelerated,expandingMeanF64Acceleratednp.sum,np.mean,np.min,np.max,np.var,np.std,np.medianplusSeries.rolling().sum/mean(),Series.expanding().sum/mean()This covers the WASM aggregate dispatch wrappers that were not previously benchmarked (only searchsorted/argsort/natsort WASM functions had benchmarks).
Metric: 821 → 822 benchmarked pairs (+1)