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3 changes: 3 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
Expand Up @@ -77,3 +77,6 @@ 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.
## 2024-06-03 - Prevent intermediate array allocations in React hot paths
**Learning:** Using `Array.from(string)` to iterate over strings allocates intermediate arrays and map functions, causing significant garbage collection pressure on hot paths like ERD handle generation. `for...of` natively iterates over Unicode code points without this overhead.
**Action:** Always prefer `for...of` loops over `Array.from` when iterating strings in performance-critical rendering paths (like graph nodes and handles) to minimize garbage collection pressure.
10 changes: 6 additions & 4 deletions frontend/src/erd/handleUtils.ts
Original file line number Diff line number Diff line change
@@ -1,8 +1,10 @@
export function sanitizeHandleId(columnName: string): string {
const encoded = Array.from(columnName, (char) => {
// Array.from only yields non-empty Unicode scalars, so codePointAt(0) is defined.
return char.codePointAt(0)!.toString(16).padStart(4, '0')
}).join('-')
const encodedChars = [];
for (const char of columnName) {
// for...of iterates over Unicode code points natively
encodedChars.push(char.codePointAt(0)!.toString(16).padStart(4, '0'));
}
const encoded = encodedChars.join('-');

return `c-${encoded || 'empty'}`
}
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