refactor(validation): preserve non-missing category-count semantics - #372
seonghobae wants to merge 5 commits into
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- `length(stats::na.omit(unique(x)))`를 `sum(!is.na(unique(x)))`로 대체했습니다. - R의 `stats::na.omit()` 함수 내부의 S3 메서드 디스패치 및 `na.action` 속성 할당에 따른 오버헤드를 제거하였습니다. - 반복문 내부에서 자주 호출되는 로직의 실행 속도 및 메모리 효율성을 개선하였습니다.
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Changes고유 비결측값 계산 방식 변경
Priority: ⬇️ Low Estimated code review effort: 1 (Trivial) | ~5 minutes Change: Refactor Merge Risk: ⚪ Minimal · up to The optimized calculation preserves the intended non-missing unique-value count and is covered by existing tests. 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✨ Finishing Touches🧪 Generate unit tests (beta)
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seonghobae
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@coderabbitai review 현재 exact head |
🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -euo pipefail
printf '%s\n' '== HEAD =='
git rev-parse HEAD
printf '%s\n' '== STATUS =='
git status --short
printf '%s\n' '== PR METADATA =='
gh pr view 372 --repo ContextualWisdomLab/aFIPC --json number,title,baseRefName,headRefName,headRefOid,body,files --jq '{number,title,baseRefName,headRefName,headRefOid,body,files:[.files[].path]}'
printf '%s\n' '== DIFF AGAINST BASE =='
git diff --find-renames --unified=80 "$(git merge-base HEAD origin/HEAD)" HEAD -- R/aFIPC.R .jules/bolt.md || true
printf '%s\n' '== RELEVANT FILES =='
fd -HI -t f . | rg '(^|/)(aFIPC\.R|.*[Tt]est.*|.*[Rr]egression.*|.*[Bb]enchmark.*|bolt\.md)$' | sort
printf '%s\n' '== SEARCH: OLD/NEW EXPRESSIONS, IPD, PERFORMANCE CLAIMS =='
rg -n -i -C 4 'length\s*\(\s*stats::na\.omit\s*\(\s*unique|sum\s*\(\s*!\s*is\.na\s*\(\s*unique|`#99`|\bIPD\b|benchmark|performance|memory efficien|execution speed|overhead|frequently executed' . -g '!**/.git/**' -g '!**/renv/**' || true
printf '%s\n' '== OUTLINE =='
ast-grep outline R/aFIPC.R --items all --type function 2>/dev/null || true
printf '%s\n' '== autoFIPC CONTEXT =='
rg -n -A100 -B20 'autoFIPC\s*(<-|=)\s*function' R/aFIPC.R || trueLength of output: 201676 🏁 Script executed: #!/bin/bash
set -euo pipefail
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gh pr view 372 --repo ContextualWisdomLab/aFIPC --json baseRefOid,headRefOid,headRefName,title,body --jq '{baseRefOid,headRefOid,headRefName,title,body}'
base_oid="$(gh pr view 372 --repo ContextualWisdomLab/aFIPC --json baseRefOid --jq .baseRefOid)"
echo '== CHANGED FILES =='
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git diff --unified=30 "$base_oid" HEAD -- . ':(exclude)packrat/**'
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fd -HI -t f -d 3 . -E packrat -E .git | sort | sed -n '1,800p'
echo '== RELEVANT SOURCE/TEST MATCHES =='
rg -n -i -C 8 'sum\s*\(\s*!\s*is\.na\s*\(\s*unique|length\s*\(\s*stats::na\.omit\s*\(\s*unique|autoFIPC|IPD|issue.?99|`#99`|performance|benchmark|memory efficien|execution speed|S3 method dispatch|na.action' \
-g '!packrat/**' -g '!**/.git/**' . || true
echo '== R/aFIPC.R COMMON-ITEM CHECK CONTEXT =='
rg -n -C 30 'sum\s*\(\s*!\s*is\.na\s*\(\s*unique|length\s*\(\s*stats::na\.omit\s*\(\s*unique' R/aFIPC.R || true
echo '== CHANGE FILE CONTENT =='
if [ -f .jules/bolt.md ]; then cat -n .jules/bolt.md; fiLength of output: 83832 🏁 Script executed: #!/bin/bash
set -euo pipefail
head_oid="70722c5aab3debbf5fa199053541c9e9f65130c7"
echo '== CURRENT-HEAD CHECKS =='
gh pr checks 372 --repo ContextualWisdomLab/aFIPC --json name,state,bucket,link,workflow --jq '.[] | {name,state,bucket,workflow,link}' || true
echo '== CURRENT-HEAD REVIEWS =='
gh pr view 372 --repo ContextualWisdomLab/aFIPC --json reviews --jq '.reviews[] | {author:.author.login,state,commitId,submittedAt,body}' || true
echo '== OPEN REVIEW THREADS =='
gh api graphql -F owner='ContextualWisdomLab' -F name='aFIPC' -F number=372 -f query='
query($owner: String!, $name: String!, $number: Int!) {
repository(owner: $owner, name: $name) {
pullRequest(number: $number) {
reviewThreads(first: 100) {
nodes {
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comments(first: 20) {
nodes {
author { login }
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}' --jq '.data.repository.pullRequest.reviewThreads.nodes[] | select(.isResolved == false) | {isOutdated, comments:[.comments.nodes[] | {author:.author.login,commit:.commit.oid,path,line,body}]}' || true
echo '== CHANGED-FILE PERFORMANCE CLAIMS =='
rg -n -i -C 2 'speed|faster|performance|memory|overhead|O\([0-9A-Z^+*]+\)|benchmark|allocation|GC|wall-clock|median|p95|improve' \
.jules/bolt.md R/aFIPC.R tests/testthat/test-optimization-equivalence.R || true
echo '== CATEGORY-COUNT EXPRESSIONS IN NON-VENDORED R/TEST FILES =='
rg -n -g '*.R' -g '!packrat/**' 'length\s*\(\s*(stats::)?na\.omit\s*\(\s*unique|sum\s*\(\s*!\s*is\.na\s*\(\s*unique' R tests || true
echo '== CURRENT HEAD FILE BLOB IDS =='
git ls-tree "$head_oid" -- R/aFIPC.R tests/testthat/test-optimization-equivalence.R .jules/bolt.mdLength of output: 12781
요청 범위에서 새 finding은 없습니다.
현재 head의
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1 participant
Scope
autoFIPC()의 공통 문항 응답구조 비교에서length(stats::na.omit(unique(x)))를sum(!is.na(unique(x)))로 바꿉니다. 변경 범위는 고유한 비결측 응답 범주의 수를 계산하는 두 guarded expression뿐이며, mirt fitting·linking 산술·item parameter 의미·허용 범주 자체는 바꾸지 않습니다.master@f87c2324f1686135e57d8730c1b0b9420874f30070722c5aab3debbf5fa199053541c9e9f65130c7.jules/bolt.md,R/aFIPC.R,tests/testthat/test-optimization-equivalence.RReview finding and repair
초기 Jules 변경은 production expression만 바꾸었고, 기존
test-optimization-equivalence.R은 이전 표현식인length(stats::na.omit(unique(x)))까지만 실행했습니다. 따라서 새 표현식이 기존 응답구조 계약을 보존한다는 executable regression이 없었습니다.현재 regression은 독립 hand-computed category counts를 기준으로 새 표현식과 직전 표현식의 동등성을 숫자형, factor,
NA,NaN입력에서 직접 검증합니다. 기존 #56의 더 오래된length(levels(as.factor(x)))계약은 원래 검증하던 일반 numeric fixtures에서 계속 보존합니다. #99의 IPD anchor extraction regression도 그대로 유지합니다.이 수리는 이미 production 변경이 존재한 뒤 fresh review에서 발견한 누락 테스트를 보강한 것이므로 hosted/test-first RED였다고 주장하지 않습니다.
Evidence boundary
대표성 있는 benchmark가 없으므로 속도 향상 배수·백분율, 메모리 개선율 또는 큰 성능 개선을 주장하지 않습니다. 현재 입증하려는 것은
na.omit()wrapper 없이 동일한 distinct-non-missing category-count 의미를 보존한다는 점입니다. Buyer-visible 성능 근거로 승격하려면 동일한 R/toolchain에서 현실적인 문항 수·응답자 수·반복 횟수를 사용해 wall-clock, allocation/GC와 median/p95를 비교해야 합니다..jules/bolt.md도 이 경계로 currentize했습니다.Current exact-head acceptance
70722c5...는 test/docs가 변경된 새 generation이므로 초기 Jules head의 review/check 결과를 merge authority로 전용하지 않습니다. 현재 fresh R CMD check, Code Quality, Security Audit, Security Scan, SAST Semgrep, Required CodeQL이 모두 새로 생성되어 queued 상태입니다. 제출된 current-headAPPROVEDreview도 아직 없습니다.한 unchanged exact head에서 applicable hosted gates가 terminal-success하고, 유효한 unresolved finding/thread가 0이며, live policy가 요구하는 current-head independent review가 충족될 때까지 Draft를 유지합니다. Required CodeQL이 중앙 settlement defect를 재현하면 leaf polling, no-op commit, manual rerun, synthetic status로 우회하지 않고
.githubcanonical owner path에 exact generation을 전달합니다.No force push, destructive rebase, self-approval, gate weakening, source-neutral retrigger, predecessor-evidence transfer, or unmeasured performance claim is accepted as landing evidence.