⚡ Bolt: [performance improvement] Optimize array filtering with Set lookups#147
⚡ Bolt: [performance improvement] Optimize array filtering with Set lookups#147xb1g wants to merge 1 commit into
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Co-authored-by: xb1g <70068561+xb1g@users.noreply.github.com>
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Pull request overview
This PR optimizes two Next.js API routes by replacing repeated Array.includes() membership checks inside .filter() loops with precomputed Set lookups, reducing worst-case lookup cost when processing large classrooms/assignments.
Changes:
- In
/api/classrooms/[id]/grading, precomputes aSetofsubmissionUserIdsand uses.has()to find classroom members missing from submissions. - In
/api/assignments/[id]/nodes, precomputes aSetofexistingNodeIdsand uses.has()to find missing node IDs before inserting assignment nodes.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated no comments.
| File | Description |
|---|---|
| app/api/classrooms/[id]/grading/route.ts | Uses a Set for membership checks when computing missingUserIds to avoid repeated linear .includes() lookups. |
| app/api/assignments/[id]/nodes/route.ts | Uses a Set for membership checks when computing missingNodes to avoid repeated linear .includes() lookups. |
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| Status | Name | Latest Commit | Updated (UTC) |
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| ❌ Deployment failed View logs |
web | 993d271 | May 11 2026, 06:32 PM |
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💡 What: Replaced O(N*M) array
.includes()calls inside.filter()loops with pre-computed O(1)Setlookups in grading and assignments API routes.🎯 Why: To eliminate nested O(N^2) complexity bottlenecks when processing arrays, dramatically improving execution speed for large datasets (like classrooms with many students and assignments).
📊 Impact: Reduces lookup complexity from O(N) to O(1) per iteration, leading to significant latency reduction when filtering missing users or nodes in large cohorts.
🔬 Measurement: Verify by benchmarking response times of the
/api/classrooms/[id]/gradingand/api/assignments/[id]/nodesroutes under heavy load with largeclassroomMembersandsubmissionUserIdsarrays.PR created automatically by Jules for task 3984100059902385752 started by @xb1g