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⚡ Bolt: 작업 지표 집계 성능 개선 (Float64Array 및 For Loop 활용) - #643

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bolt-metrics-opt-15732816544893549609
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⚡ Bolt: 작업 지표 집계 성능 개선 (Float64Array 및 For Loop 활용)#643
seonghobae wants to merge 8 commits into
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bolt-metrics-opt-15732816544893549609

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@seonghobae

@seonghobae seonghobae commented Aug 31, 2026

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💡 무엇을

  • computeTaskMetrics 함수 내에서 사용하던 Map 캐시와 고차 배열 메서드(reduce, forEach)를 Float64Array와 표준 for 루프로 대체했습니다.
  • 작업 ID가 아닌 배열의 인덱스를 활용하여 Float64Array에 캐싱하였습니다.

🎯 왜

  • Map을 사용할 때 발생하는 해시 탐색 오버헤드와, 배열 메서드를 사용할 때 발생하는 콜백 할당 및 가비지 컬렉션(GC) 비용을 제거하기 위함입니다.
  • 큰 데이터 셋을 빈번하게 순회하는 병목 구간에서 성능을 극대화하고자 합니다.

📊 예상 효과

  • O(N) 순회 시 불필요한 메모리 할당 및 가비지 컬렉션(GC) 빈도가 줄어듭니다.
  • Float64Arrayfor 루프 활용으로 V8 엔진 등의 최적화 효과를 높일 수 있습니다.

🔬 검증 방법

  • npm run test:api, npm run test:unit, npm run test:e2e 실행하여 기존 계산 로직과 완벽히 동일하게 동작함을 확인하였습니다.

PR created automatically by Jules for task 15732816544893549609 started by @seonghobae


Devin Review

Summary by CodeRabbit

  • 성능 개선

    • 작업 기간 및 합계 지표를 계산하는 과정이 최적화되어 대량의 작업 데이터를 처리할 때 성능이 향상되었습니다.
    • 기존과 동일한 계산 결과를 유지하면서 불필요한 처리 부담을 줄였습니다.
  • 문서

    • 고성능 데이터 처리와 효율적인 반복 방식에 대한 학습 및 개발 참고 내용을 추가했습니다.

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coderabbitai Bot commented Aug 31, 2026

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Review Change Stack

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro Plus

Run ID: 4b445092-133b-4a55-aa5a-995bb7a0fdac

📥 Commits

Reviewing files that changed from the base of the PR and between 2c32887 and 7c1971d.

📒 Files selected for processing (2)
  • .jules/bolt.md
  • app.js

Included review availability: Your plan provides up to 1 included review per hour; 0 remain after this review.


📝 Walkthrough

Walkthrough

computeTaskMetrics의 기간 캐시와 집계 루프를 Float64Array와 표준 for 루프로 변경했습니다. 관련 성능 지침을 .jules/bolt.md에 추가했습니다.

Changes

메트릭 집계 성능 개선

Layer / File(s) Summary
작업 메트릭 집계 구현
.jules/bolt.md, app.js
computeTaskMetricsMap, reduce, forEach 대신 인덱스 기반 Float64Arrayfor 루프를 사용합니다. 총 일수와 작업별 메트릭 계산 결과는 유지됩니다. 성능 지침을 학습 노트에 추가했습니다.

Estimated code review effort: 2 (Simple) | ~10 minutes

Merge Risk: ⚪ Minimal · up to 7c197

This localized change replaces metric aggregation internals with typed-array caching and standard loops without changing the reported results; no actionable merge-blocking risk remains after normal checks and review.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 2 functions across 1 files. (1 skipped: 1 … Write docstrings for the functions missing them to satisfy the coverage threshold.
✅ Passed checks (4 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed 제목은 작업 지표 집계 성능 개선이라는 주요 변경을 정확히 설명합니다. Float64Array와 for 루프 사용도 명시합니다.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
Full details: Docstring Coverage

Explanation

Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 2 functions across 1 files. (1 skipped: 1 unsupported.)

  • Fix all pre-merge checks with AI
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📝 Generate docstrings 💡
  • Create stacked PR
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🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch bolt-metrics-opt-15732816544893549609

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Devin Review found 1 potential issue.

Devin Review

Comment thread app.js
Comment on lines +1374 to +1391
const durationCache = new Float64Array(state.tasks.length);
let totalDays = 0;

for (let i = 0; i < state.tasks.length; i++) {
const task = state.tasks[i];
const duration = calculateDurationDays(task.plannedStartDate, task.plannedEndDate);
durationCache.set(task.id, duration);
return sum + duration;
}, 0);
durationCache[i] = duration;
totalDays += duration;
}

const baseDate = state.baseDate;
const byTask = new Map();
let totalWeightedPlannedRatio = 0;
let totalWeightedActualRatio = 0;

state.tasks.forEach((task) => {
const durationDays = durationCache.get(task.id);
for (let i = 0; i < state.tasks.length; i++) {
const task = state.tasks[i];
const durationDays = durationCache[i];

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📝 Info: Index cache remains aligned

Both loops synchronously traverse unchanged state.tasks order. calculateDurationDays cannot mutate it, so each cached duration remains paired with its task.

Devin Review

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Noema LLM review

The PR optimizes the computeTaskMetrics function by replacing high-overhead functional array methods (reduce, forEach) and a Map cache with a standard for loop and a Float64Array. This reduces garbage collection pressure and lookup overhead in a hot path. The logic remains behaviorally identical as the durationCache is indexed by the same loop counter used to traverse state.tasks.

Reviewed changed lines

  • .jules/bolt.md:7 (RIGHT): Correctly documents the performance learning regarding typed arrays and for-loops for O(N) primitive storage.
  • app.js:1375 (RIGHT): Replaced Map with Float64Array. Since the array size is based on state.tasks.length and accessed via index, this is a safe and efficient replacement for the previous ID-based Map.
  • app.js:1382 (RIGHT): Replaced .reduce() with a for-loop, eliminating callback overhead.
  • app.js:1391 (RIGHT): Replaced .forEach() with a for-loop, ensuring consistent indexing with the durationCache.

Adversarial validation

  • app.js:1391 (RIGHT) falsified: If state.tasks is mutated between the first and second loop, durationCache[i] will point to the wrong task's duration. — The function computeTaskMetrics is synchronous. No await keywords or asynchronous callbacks are present between the two loops.
  • app.js:1375 (RIGHT) falsified: Float64Array might cause precision issues or overflow compared to a standard Map/Number. — JavaScript numbers are IEEE 754 double precision (64-bit). Float64Array uses the exact same representation.
  • Residual risk: None. The operation is purely computational and does not involve asynchronous state changes or external inputs that could invalidate the index alignment.

Findings

  • No blocking findings.
  • Result: APPROVE
  • Head SHA: 47367adce13ef529bbdec7ea3b2e6d15b39d5cde
  • Reviewer credential: noema-review-github-app-refresh
  • Actor: cwl-noema-review[bot]

@seonghobae seonghobae added enhancement New feature or request priority: medium Normal-priority or P2 work status: needs-review Open pull request requiring current-head review or checks type: maintenance Maintenance, build, dependency, or operational upkeep labels Sep 2, 2026 — with ChatGPT Codex Connector
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enhancement New feature or request priority: medium Normal-priority or P2 work status: needs-review Open pull request requiring current-head review or checks type: maintenance Maintenance, build, dependency, or operational upkeep

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