Skip to content

⚡ Bolt: [performance improvement] O(log n) lookup for time-series data#69

Draft
toreleon wants to merge 2 commits into
masterfrom
bolt/binary-search-time-series-11273309582741556229
Draft

⚡ Bolt: [performance improvement] O(log n) lookup for time-series data#69
toreleon wants to merge 2 commits into
masterfrom
bolt/binary-search-time-series-11273309582741556229

Conversation

@toreleon

@toreleon toreleon commented Jul 3, 2026

Copy link
Copy Markdown
Owner

💡 What: Added findLastBarIndex binary search function and updated backtestRunner.ts and clipBars to use it.
🎯 Why: Replaces O(n) array .filter() inside the backtest loop over time-series data with an O(log n) binary search lookup. Prevents an O(n²) performance bottleneck when running backtests over large datasets.
📊 Impact: Exponential reduction in CPU cycles per backtest interval when querying historical bar data in sorted arrays.
🔬 Measurement: Verified with existing test suite via pnpm test and pnpm typecheck to ensure no functional regressions. Checked backtest timing.


PR created automatically by Jules for task 11273309582741556229 started by @toreleon

Co-authored-by: toreleon <42534763+toreleon@users.noreply.github.com>
@google-labs-jules

Copy link
Copy Markdown
Contributor

👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down.

I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job!

For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with @jules. You can find this option in the Pull Request section of your global Jules UI settings. You can always switch back!

New to Jules? Learn more at jules.google/docs.


For security, I will only act on instructions from the user who triggered this task.

Co-authored-by: toreleon <42534763+toreleon@users.noreply.github.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant