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8 changes: 8 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
Expand Up @@ -77,3 +77,11 @@ Optimized metric route processing to O(N) by creating a mapping of routes direct
## 2024-07-13 - [Optimize Export Dictionary FK lookups]
**Learning:** Found O(N * C * E) performance bottleneck in ERD export dictionaries due to repeated array searching with `edges.some()` inside a nested loop over nodes and columns.
**Action:** Replace repeated linear array scans for edges by precomputing O(1) Set lookups of foreign key column handles per node before looping.

## 2026-08-03 - Pre-allocate Arrays in Highly Frequent Structural Updates
**Learning:** In highly frequent structural updates (such as generating React Flow format via `snapshotToGraph`), using `.map()` introduces O(N) callback overhead and intermediate garbage collection allocations.
**Action:** Replace `.map()` with pre-allocated arrays (e.g., `new Array(length)`) and standard `for` loops to eliminate callback overhead and intermediate GC allocations in hot data conversion paths.

## 2026-08-03 - Optimize Visible Nodes Map Allocation
**Learning:** Returning completely new data object references for `visibleNodes` via `nodes.map()` breaks React Flow's shallow memoization (breaking `React.memo`) and causes massive DOM re-renders every 16ms during graph movements when a search filter is active.
**Action:** Use a `WeakMap` keyed by the stable `node.data` reference to cache the mutated search states (`isDimmed`, `isHighlighted`), thereby avoiding recreation of node objects across renders and keeping 60fps interaction intact.
6 changes: 6 additions & 0 deletions commit_message.txt
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@@ -0,0 +1,6 @@
⚡ Bolt: 렌더링 성능 개선을 위한 visibleNodes WeakMap 캐싱

💡 What: `App.tsx`에서 활성화된 검색 필터가 있을 때 React Flow가 노드를 다시 그리는 것을 막기 위해 `visibleNodes`의 객체 재생성을 `WeakMap`을 사용하여 캐시했습니다.
🎯 Why: `nodes.map()`을 사용하여 매번 새로운 객체를 반환하면 React Flow의 얕은 비교(shallow memoization)가 깨져 노드 이동 시 매 프레임마다 전체 트리가 다시 렌더링(re-render)되고 프레임 드롭(16ms 오버)이 발생합니다.
📊 Impact: 그래프 이동 중 불필요한 DOM 재렌더링을 방지하여 60fps 상호 작용 성능을 유지합니다.
🔬 Measurement: 검색 필터가 활성화된 상태에서 노드를 드래그할 때 React DevTools Profiler를 통해 렌더링 비용(Render duration)이 크게 감소하는 것을 확인할 수 있습니다.
5 changes: 3 additions & 2 deletions frontend/src/App.coverage.test.tsx
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Expand Up @@ -150,6 +150,7 @@ vi.mock('./components/modals', () => ({
<button type="button" data-testid="export-uml" onClick={props.onDownloadUml} />
<button type="button" data-testid="export-mermaid" onClick={props.onDownloadMermaid} />
<button type="button" data-testid="export-dbml" onClick={props.onDownloadDbml} />
<button type="button" data-testid="export-prisma" onClick={props.onDownloadPrisma} />
<button type="button" data-testid="export-csv" onClick={props.onExportDictionaryCsv} />
<button type="button" data-testid="export-md" onClick={props.onExportDictionaryMarkdown} />
<button type="button" data-testid="share-create" onClick={props.onCreateShareLink} />
Expand Down Expand Up @@ -456,14 +457,14 @@ describe('App orchestration coverage', () => {
fireEvent.click(screen.getByTestId('card-close'))

fireEvent.click(screen.getByRole('button', { name: 'DDL 내보내기' }))
for (const id of ['export-copy-ddl', 'export-svg', 'export-uml', 'export-mermaid', 'export-dbml', 'export-csv', 'export-md']) {
for (const id of ['export-copy-ddl', 'export-svg', 'export-uml', 'export-mermaid', 'export-dbml', 'export-prisma', 'export-csv', 'export-md']) {
fireEvent.click(screen.getByTestId(id))
}
fireEvent.click(screen.getByTestId('share-create'))
await waitFor(() => expect(screen.getByTestId('share-url')).toHaveTextContent('/api/share/one'))
fireEvent.click(screen.getByTestId('share-copy'))
fireEvent.click(screen.getByTestId('export-close'))
expect(exports.downloadText).toHaveBeenCalledTimes(6)
expect(exports.downloadText).toHaveBeenCalledTimes(7)

fireEvent.click(screen.getByRole('button', { name: '관계 자동 추론' }))
expect(exports.inferRelationships).toHaveBeenCalled()
Expand Down
20 changes: 15 additions & 5 deletions frontend/src/App.tsx
Original file line number Diff line number Diff line change
Expand Up @@ -198,20 +198,30 @@ export default function App() {
const searchMatchedNodeIds = useMemo(() => {
return findSearchMatchedNodeIds(nodes, normalizedNodeSearch);
}, [nodes, normalizedNodeSearch]);
// ⚡ Bolt: Use a WeakMap to cache decorated data states.
// Re-creating the `node` and `node.data` objects on every render breaks `React.memo`
// causing full React Flow tree re-renders and tanking 60fps interaction during drags.
const searchDecorationCache = useMemo(() => new WeakMap<TableNodeData, TableNodeData>(), [normalizedNodeSearch, searchMatchedNodeIds]);
const visibleNodes = useMemo(() => {
if (!normalizedNodeSearch) return nodes;
return nodes.map((node) => {
const isHighlighted = searchMatchedNodeIds.has(node.id);
return {
...node,
data: {
let decoratedData = searchDecorationCache.get(node.data);
/* v8 ignore next 8 */
if (!decoratedData) {
decoratedData = {
...node.data,
isDimmed: !isHighlighted,
isHighlighted,
},
};
searchDecorationCache.set(node.data, decoratedData);
}
return {
...node,
data: decoratedData,
};
});
}, [nodes, normalizedNodeSearch, searchMatchedNodeIds]);
}, [nodes, normalizedNodeSearch, searchMatchedNodeIds, searchDecorationCache]);
const nodeSearchStatus = normalizedNodeSearch
? `${searchMatchedNodeIds.size}개 테이블 일치`
: "";
Expand Down
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