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5 changes: 5 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,11 @@
## 2026-07-12 - O(N) penalty with Array.shift() in queues
**Learning:** In Kahn's topological sort and similar algorithms, using `queue.shift()` inside a while loop causes an O(K) penalty per iteration since the entire remaining array needs to be shifted in memory, turning an O(V+E) algorithm effectively into O(V^2+E) worst case.
**Action:** Always replace `queue.shift()` with a tracking pointer (e.g., `let queueIndex = 0; queue[queueIndex++]`) when using JavaScript arrays as queues in performance-critical graph algorithms.

## 2026-07-12 - Optimize renderTaskRow DOM allocations
**Learning:** Caching unattached template nodes and instantiating them via `.cloneNode(false)` reduces DOM instantiation overhead in O(N) render loops significantly.
**Action:** Apply this optimization to other hot-path rendering elements such as rows, cells, and stack containers.

## 2026-08-23 - Optimize array processing in computeTaskMetrics
**Learning:** In high-frequency render paths, `Array.prototype.reduce`/`forEach` and `Map` cache structures add noticeable JS engine callback allocation, garbage collection, and hash-lookup overhead.
**Action:** Replace them with standard `for` loops and typed arrays (e.g., `Int32Array`) to improve O(N) iteration performance when arrays and arrays lengths are known and fixed.
23 changes: 14 additions & 9 deletions app.js
Original file line number Diff line number Diff line change
Expand Up @@ -1370,21 +1370,26 @@ function validateDateRange(startLabel, startValue, endLabel, endValue, errors) {
}

function computeTaskMetrics() {
// ⚡ Bolt: Cache durationDays during total calculation to avoid recalculating for every task
const durationCache = new Map();
const totalDays = state.tasks.reduce((sum, task) => {
// ⚡ Bolt: Replace Map with Int32Array and Array methods with for loops to eliminate JS engine callback allocation, garbage collection, and hash-lookup overhead
const tasksLen = state.tasks.length;
const durationCache = new Int32Array(tasksLen);
let totalDays = 0;

for (let i = 0; i < tasksLen; 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 < tasksLen; i++) {
const task = state.tasks[i];
const durationDays = durationCache[i];
const weightRatio = totalDays > 0 ? durationDays / totalDays : 0;
const plannedProgressRatio = calculatePlannedProgressRatio(baseDate, task.plannedStartDate, task.plannedEndDate, durationDays);
const actualProgressRatio = (ACTUAL_PROGRESS_MAP[task.actualProgressStatus] || 0) / 100;
Expand All @@ -1408,7 +1413,7 @@ function computeTaskMetrics() {
plannedDateWarning,
actualDateWarning
});
});
}
Comment on lines 1413 to +1416

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📝 Info: Int32Array cache preserves behavior

Switching from a task.id-keyed Map to a position-indexed Int32Array stays correct: both loops iterate state.tasks in the same order, and calculateDurationDays returns only integers within Int32 range under YYYY-MM-DD validation. As a side effect it avoids the prior collapse of duplicate task ids in the Map.

(Refers to this code)

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return {
totalDays,
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