Skip to content

⚡ Bolt: [검색 성능 최적화] - #434

Open
seonghobae wants to merge 1 commit into
mainfrom
bolt/optimize-transcript-search-13075563999397483468
Open

⚡ Bolt: [검색 성능 최적화]#434
seonghobae wants to merge 1 commit into
mainfrom
bolt/optimize-transcript-search-13075563999397483468

Conversation

@seonghobae

@seonghobae seonghobae commented Aug 16, 2026

Copy link
Copy Markdown
Contributor

💡 What: transcript_search.py에서 집합의 불필요한 방어적 복사 제거 및 중복된 텍스트 속성 조회를 단일 변수로 최적화.
🎯 Why: O(N) 방어적 복사와 중복 속성 조회가 반복문 내에서 불필요한 연산을 유발하여 검색 및 인덱싱 성능 저하를 초래함.
📊 Impact: 인덱싱 속도 및 다중 검색 시 성능 향상, 메모리 할당 최소화.
🔬 Measurement: pytest 및 프로파일링을 통해 검색 속도 개선 여부 확인 가능.


PR created automatically by Jules for task 13075563999397483468 started by @seonghobae

Summary by CodeRabbit

  • 성능 개선
    • 자막 인덱싱 시 텍스트 변환을 한 번만 수행해 처리 효율을 높였습니다.
    • 검색 초기 후보 처리에서 불필요한 집합 복사를 제거해 검색 성능을 개선했습니다.

💡 What: transcript_search.py에서 집합의 불필요한 방어적 복사 제거 및 중복된 텍스트 속성 조회를 단일 변수로 최적화.
🎯 Why: O(N) 방어적 복사와 중복 속성 조회가 반복문 내에서 불필요한 연산을 유발하여 검색 및 인덱싱 성능 저하를 초래함.
📊 Impact: 인덱싱 속도 및 다중 검색 시 성능 향상, 메모리 할당 최소화.
🔬 Measurement: pytest 및 프로파일링을 통해 검색 속도 개선 여부 확인 가능.
@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.

@cursor

cursor Bot commented Aug 16, 2026

Copy link
Copy Markdown

Bugbot is not enabled for your account, so this pull request was not reviewed.

Enable Bugbot in the Cursor dashboard to get automatic reviews on future PRs.

@coderabbitai

coderabbitai Bot commented Aug 16, 2026

Copy link
Copy Markdown

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: a3da0ba8-e191-42fd-8992-bc4bc271adac

📥 Commits

Reviewing files that changed from the base of the PR and between a8e4956 and 73269f4.

📒 Files selected for processing (2)
  • .jules/bolt.md
  • transcript_search.py

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


📝 Walkthrough

Walkthrough

TranscriptIndex.add의 문자열 변환을 재사용하도록 변경했습니다. search는 첫 번째 postings 집합을 직접 사용합니다. 집합 교집합 최적화 지침도 추가했습니다.

Changes

TranscriptIndex 성능 최적화

Layer / File(s) Summary
세그먼트 텍스트 재사용
transcript_search.py
add가 세그먼트 텍스트를 한 번 문자열로 변환하고 _Entry 생성과 토큰 카운트에 재사용합니다.
검색 후보 집합 최적화
transcript_search.py, .jules/bolt.md
search가 첫 번째 postings 집합을 복사하지 않고 직접 참조합니다. 집합 교집합 연산 전에 방어적 복사를 만들지 않는 지침을 추가했습니다.

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

Merge Risk: ⚪ Minimal · up to 73269

This localized search-performance optimization does not introduce an actionable merge-blocking risk; it is merge-ready after normal checks and review.

Possibly related PRs

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed 제목은 불필요한 집합 복사 제거와 문자열 변환 재사용을 통한 검색 성능 최적화라는 주요 변경 사항을 명확하게 요약합니다.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
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.
✨ Finishing Touches
📝 Generate docstrings
  • Create stacked PR
  • Commit on current branch
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch bolt/optimize-transcript-search-13075563999397483468

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

Comment @coderabbitai help to get the list of available commands.

@opencode-agent opencode-agent Bot left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

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

Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head 73269f41d294c8b27c47212b25111b27bfa65c56.

  • Head SHA: 73269f41d294c8b27c47212b25111b27bfa65c56

  • Workflow run: 31973984542

  • Workflow attempt: 1

Coverage evidence

Coverage evidence job did not run or did not publish coverage evidence.

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (2 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (2 files)"]
  R1 --> V1["required checks"]
Loading

@opencode-agent

Copy link
Copy Markdown
Contributor

OpenCode Review Overview

  • Head SHA: 73269f41d294c8b27c47212b25111b27bfa65c56
  • Workflow run: 31973984542
  • Workflow attempt: 1
  • Gate result: REQUEST_CHANGES (approval step)

Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head 73269f41d294c8b27c47212b25111b27bfa65c56.

  • Head SHA: 73269f41d294c8b27c47212b25111b27bfa65c56

  • Workflow run: 31973984542

  • Workflow attempt: 1

Coverage evidence

Coverage evidence job did not run or did not publish coverage evidence.

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (2 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (2 files)"]
  R1 --> V1["required checks"]
Loading

seonghobae added a commit to ContextualWisdomLab/.github that referenced this pull request Aug 17, 2026
seonghobae added a commit to ContextualWisdomLab/.github that referenced this pull request Aug 19, 2026
seonghobae added a commit to ContextualWisdomLab/.github that referenced this pull request Aug 19, 2026
seonghobae added a commit to ContextualWisdomLab/.github that referenced this pull request Aug 20, 2026
seonghobae added a commit to ContextualWisdomLab/.github that referenced this pull request Aug 20, 2026
@opencode-agent opencode-agent Bot added area: performance Performance, resource use, scalability, or benchmarking 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 Aug 22, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

area: performance Performance, resource use, scalability, or benchmarking 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

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant