Skip to content

⚡ Bolt: Optimize LearningPath node lookup to O(1)#317

Merged
madara88645 merged 1 commit into
mainfrom
bolt/optimize-learningpath-node-lookup-4313215033718448021
May 12, 2026
Merged

⚡ Bolt: Optimize LearningPath node lookup to O(1)#317
madara88645 merged 1 commit into
mainfrom
bolt/optimize-learningpath-node-lookup-4313215033718448021

Conversation

@madara88645
Copy link
Copy Markdown
Owner

💡 What: Replaced an O(N) array traversal (allNodes.find()) in the LearningPath component with an O(1) Map lookup. Extracted allNodesMap into the useGraphData hook using useMemo and passed it down to LearningPath.

🎯 Why: The LearningPath component iterates over the allNodes array, which can be massive (potentially thousands of nodes in large projects), to find a specific node matching an ID. Using .find() creates a repeated O(N) lookup. Pre-computing a Map completely resolves the time complexity bottleneck without sacrificing readability by replacing array methods with micro-optimized loops.

📊 Impact: Reduces the time complexity of looking up path nodes from O(N) to O(1).

🔬 Measurement: Ensure the LearningPath feature continues to work as expected, jumping straight to the selected node correctly when triggered.


PR created automatically by Jules for task 4313215033718448021 started by @madara88645

@google-labs-jules
Copy link
Copy Markdown

👋 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.

@vercel
Copy link
Copy Markdown

vercel Bot commented May 10, 2026

The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated (UTC)
vibegraph Ready Ready Preview, Comment May 10, 2026 10:58pm

Copy link
Copy Markdown
Contributor

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Copilot encountered an error and was unable to review this pull request. You can try again by re-requesting a review.

@madara88645 madara88645 merged commit be836e7 into main May 12, 2026
11 of 12 checks passed
@madara88645 madara88645 deleted the bolt/optimize-learningpath-node-lookup-4313215033718448021 branch May 12, 2026 19:44
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.

2 participants