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refactor(dev): refactor of backend memory comparison workflow (#17619)
* refactor(dev): refactor of backend memory comparison workflow * fix
This commit is contained in:
syuilo
GitHub
@@ -0,0 +1,673 @@
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/*
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* SPDX-FileCopyrightText: syuilo and misskey-project
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* SPDX-License-Identifier: AGPL-3.0-only
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*/
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import { readFile, writeFile } from 'node:fs/promises';
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import * as util from './utility.mts';
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import { type MemoryReport } from './measure-backend-memory-comparison.mts';
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const [baseFile, headFile, outputFile, baseJsFootprintFile, headJsFootprintFile] = process.argv.slice(2);
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type RuntimeLoadedJsFootprintReport = {
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phases: Record<'afterRequest', {
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totals: {
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loadedJsModules: number;
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loadedJsSourceBytes: number;
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loadedJsGzipBytes: number;
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astNodeCount: number;
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functionCount: number;
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classCount: number;
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stringLiteralBytes: number;
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externalPackageCount: number;
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nativeAddonPackageCount: number;
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};
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modules: {
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path: string;
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package: string;
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category: string;
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sourceBytes: number;
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gzipBytes: number;
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astNodeCount: number;
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functionCount: number;
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classCount: number;
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stringLiteralBytes: number;
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}[];
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}>;
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};
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const memoryReportPhases = [
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{
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key: 'afterGc',
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title: 'After GC',
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},
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] as const;
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const metrics = [
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'HeapUsed',
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'Pss',
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'Private_Dirty',
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'VmRSS',
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'External',
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] as const;
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const heapSnapshotCategoriesColors = {
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'Total': 'gray',
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'Code': 'orange',
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'Strings': 'red',
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'JS arrays': 'cyan',
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'Typed arrays': 'green',
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'System objects': 'yellow',
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'Other JS objects': 'violet',
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'Other non-JS objects': 'pink',
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} as const;
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const heapSnapshotCategoriesColorsHex = {
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'Total': '#888888',
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'Code': '#f28e2c',
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'Strings': '#e15759',
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'JS arrays': '#76b7b2',
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'Typed arrays': '#59a14f',
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'System objects': '#edc949',
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'Other JS objects': '#af7aa1',
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'Other non-JS objects': '#ff9da7',
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} as const;
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function formatMemoryMb(valueKiB: number | null | undefined) {
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if (valueKiB == null) return '-';
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return `${util.formatNumber(valueKiB / 1024)} MB`;
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}
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function getMemoryValue(report: MemoryReport, phase: typeof memoryReportPhases[number]['key'], metric: typeof metrics[number]) {
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return report.summary[phase].memoryUsage[metric];
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}
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function getMemoryValueFromSample(sample: MemoryReport['samples'][number], phase: typeof memoryReportPhases[number]['key'], metric: typeof metrics[number]) {
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return sample.phases[phase].memoryUsage[metric];
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}
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function getSampleSpread(report: MemoryReport, phase: typeof memoryReportPhases[number]['key'], metric: typeof metrics[number]) {
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const values = report.samples.map(sample => getMemoryValueFromSample(sample, phase, metric));
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if (values.length < 2) return null;
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const center = util.median(values);
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return util.median(values.map(value => Math.abs(value - center)));
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}
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function getSamplesByRound(report: MemoryReport) {
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const samplesByRound = new Map<number, MemoryReport['samples'][number]>();
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if (!Array.isArray(report.samples)) return samplesByRound;
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for (const sample of report.samples) {
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if (sample.round <= 0) continue;
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samplesByRound.set(sample.round, sample);
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}
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return samplesByRound;
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}
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function formatDeltaMemory(diffKiB: number) {
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return util.formatColoredDelta(formatMemoryMb(Math.abs(diffKiB)), diffKiB);
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}
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function pairedDeltaSummary(base: MemoryReport, head: MemoryReport, phase: typeof memoryReportPhases[number]['key'], metric: typeof metrics[number]) {
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const baseSamplesByRound = getSamplesByRound(base);
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const headSamplesByRound = getSamplesByRound(head);
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const values = [];
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for (const [round, baseSample] of baseSamplesByRound) {
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const headSample = headSamplesByRound.get(round);
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if (headSample == null) continue;
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const baseValue = getMemoryValueFromSample(baseSample, phase, metric);
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const headValue = getMemoryValueFromSample(headSample, phase, metric);
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if (baseValue == null || headValue == null) continue;
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values.push(headValue - baseValue);
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}
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return {
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median: util.median(values),
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mad: util.mad(values),
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min: Math.min(...values),
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max: Math.max(...values),
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samples: values.length,
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};
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}
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function renderMainTableForPhase(base: MemoryReport, head: MemoryReport, phase: typeof memoryReportPhases[number]['key']) {
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const lines = [
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'| Metric | Base | Head | Δ median | Δ MAD | Δ min | Δ max |',
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'| --- | ---: | ---: | ---: | ---: | ---: | ---: |',
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];
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for (const metric of metrics) {
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const baseValue = getMemoryValue(base, phase, metric);
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const headValue = getMemoryValue(head, phase, metric);
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const baseSpread = getSampleSpread(base, phase, metric);
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const headSpread = getSampleSpread(head, phase, metric);
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const summary = pairedDeltaSummary(base, head, phase, metric);
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const percent = summary.median * 100 / baseValue;
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const deltaMedian = summary == null ? '-' : `${formatDeltaMemory(summary.median)}<br>${util.formatDeltaPercent(percent)}`;
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lines.push(`| **${metric}** | ${formatMemoryMb(baseValue)} <br> ± ${formatMemoryMb(baseSpread)} | ${formatMemoryMb(headValue)} <br> ± ${formatMemoryMb(headSpread)} | ${deltaMedian} | ${summary?.mad == null ? '-' : formatMemoryMb(summary.mad)} | ${summary == null ? '-' : formatDeltaMemory(summary.min)} | ${summary == null ? '-' : formatDeltaMemory(summary.max)} |`);
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}
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return lines.join('\n');
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}
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function getDiffPercent(base: MemoryReport, head: MemoryReport, phase: typeof memoryReportPhases[number]['key'], metric: typeof metrics[number]) {
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const baseValue = getMemoryValue(base, phase, metric);
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const headValue = getMemoryValue(head, phase, metric);
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if (baseValue == null || headValue == null || baseValue <= 0) return null;
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return ((headValue - baseValue) * 100) / baseValue;
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}
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/*
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function measurementSummary(base, head) {
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const baseCount = base?.sampleCount;
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const headCount = head?.sampleCount;
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const strategy = base?.comparison?.strategy;
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if (baseCount == null || headCount == null) return null;
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if (strategy === 'interleaved-pairs') {
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const rounds = base?.comparison?.rounds ?? baseCount;
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const warmupRounds = base?.comparison?.warmupRounds ?? 0;
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return `_Measured as ${rounds} interleaved base/head pairs after ${warmupRounds} warmup pair(s). Values are medians; ± is median absolute deviation._`;
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}
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return `_Sample count: base ${baseCount}, head ${headCount}. Values are medians; ± is median absolute deviation._`;
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}
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*/
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function formatPlainDelta(baseValue: number, headValue: number, formatter = util.formatNumber) {
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const delta = headValue - baseValue;
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if (delta === 0) return formatter(0);
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const sign = delta > 0 ? '+' : '-';
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return `${sign}${formatter(Math.abs(delta))}`;
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}
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function getHeapSnapshotCategoryValue(report: MemoryReport, phase: typeof memoryReportPhases[number]['key'], category: typeof util.heapSnapshotCategories[number]) {
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const value = report.summary[phase]?.heapSnapshot?.categories?.[category];
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return Number.isFinite(value) ? value : null;
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}
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function getHeapSnapshotCategoryValueFromSample(sample: MemoryReport['samples'][number], phase: typeof memoryReportPhases[number]['key'], category: typeof util.heapSnapshotCategories[number]) {
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const value = sample.phases[phase]?.heapSnapshot?.categories?.[category];
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return Number.isFinite(value) ? value : null;
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}
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const heapSnapshotSankeyChildMinRatio = 0.3;
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const heapSnapshotSankeyParentMinPercent = 10;
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function escapeCsvValue(value: string) {
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return `"${String(value).replaceAll('"', '""')}"`;
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}
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function formatSankeyPercentValue(value: number) {
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const rounded = Math.round(value * 100) / 100;
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if (rounded === 0 && value > 0) return '0.01';
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if (Number.isInteger(rounded)) return String(rounded);
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return rounded.toFixed(2).replace(/0+$/, '').replace(/\.$/, '');
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}
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function formatHeapSnapshotSankeyChildLabel(label: string) {
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return String(label).replace(/^[^:]+:\s*/, '');
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}
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function renderHeapSnapshotSankey(report: MemoryReport, phase: typeof memoryReportPhases[number]['key'], title: string) {
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const total = getHeapSnapshotCategoryValue(report, phase, 'Total');
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if (total == null || total <= 0) return null;
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function getHeapSnapshotBreakdownEntries(category: typeof util.heapSnapshotCategories[number]) {
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const breakdown = report.summary[phase].heapSnapshot?.breakdowns?.[category];
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if (breakdown == null || typeof breakdown !== 'object') return [];
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return Object.entries(breakdown)
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.filter(([, value]) => Number.isFinite(value) && value > 0)
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.toSorted((a, b) => b[1] - a[1]);
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}
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const categories = util.heapSnapshotCategories
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.filter(category => category !== 'Total')
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.map(category => {
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const value = getHeapSnapshotCategoryValue(report, phase, category);
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if (value == null || value <= 0) return null;
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const breakdownEntries = getHeapSnapshotBreakdownEntries(category);
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const breakdownTotal = breakdownEntries.reduce((sum, [, childValue]) => sum + childValue, 0);
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const percent = (value * 100) / total;
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const childEntries = [];
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let otherPercent = 0;
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if (breakdownTotal > 0 && percent > heapSnapshotSankeyParentMinPercent) {
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for (const [childName, childValue] of breakdownEntries) {
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const childRatio = childValue / breakdownTotal;
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const childPercent = percent * childRatio;
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if (childRatio >= heapSnapshotSankeyChildMinRatio) {
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childEntries.push([formatHeapSnapshotSankeyChildLabel(childName), childPercent]);
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} else {
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otherPercent += childPercent;
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}
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}
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if (childEntries.length > 0 && otherPercent > 0) {
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childEntries.push(['Other', otherPercent]);
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}
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}
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return {
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category,
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percent,
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childEntries,
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};
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})
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.filter(value => value != null);
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if (categories.length === 0) return null;
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const nodeColors = {
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[title]: heapSnapshotCategoriesColorsHex.Total,
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} as Record<string, string>;
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for (const { category, childEntries } of categories) {
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const categoryColor = heapSnapshotCategoriesColorsHex[category] ?? heapSnapshotCategoriesColorsHex.Total;
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nodeColors[category] = categoryColor;
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for (const [childName] of childEntries) {
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nodeColors[childName] = categoryColor;
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}
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}
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const lines = [
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`<details><summary>${title} heap snapshot composition</summary>`,
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'',
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'```mermaid',
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`%%{init: ${JSON.stringify({
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sankey: {
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showValues: false,
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linkColor: 'target',
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labelStyle: 'outlined',
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nodeAlignment: 'center',
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nodePadding: 10,
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nodeColors: {
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...nodeColors,
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'Other': '#888888',
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},
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},
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})}}%%`,
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'sankey-beta',
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];
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for (const { category, percent, childEntries } of categories) {
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lines.push(`${escapeCsvValue(title)},${escapeCsvValue(category)},${formatSankeyPercentValue(percent)}`);
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for (const [childName, childPercent] of childEntries) {
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lines.push(`${escapeCsvValue(category)},${escapeCsvValue(childName)},${formatSankeyPercentValue(childPercent)}`);
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}
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}
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lines.push('```');
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lines.push('');
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lines.push('</details>');
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return lines.join('\n');
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}
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function pairedHeapSnapshotDeltaSummary(base: MemoryReport, head: MemoryReport, phase: typeof memoryReportPhases[number]['key'], category: typeof util.heapSnapshotCategories[number]) {
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const baseSamplesByRound = getSamplesByRound(base);
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const headSamplesByRound = getSamplesByRound(head);
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const values = [] as number[];
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for (const [round, baseSample] of baseSamplesByRound) {
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const headSample = headSamplesByRound.get(round);
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if (headSample == null) continue;
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const baseValue = getHeapSnapshotCategoryValueFromSample(baseSample, phase, category);
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const headValue = getHeapSnapshotCategoryValueFromSample(headSample, phase, category);
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if (baseValue == null || headValue == null) continue;
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values.push(headValue - baseValue);
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}
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return {
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median: util.median(values),
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mad: util.mad(values),
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min: Math.min(...values),
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max: Math.max(...values),
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samples: values.length,
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};
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}
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function renderHeapSnapshotTable(base: MemoryReport, head: MemoryReport, phase: typeof memoryReportPhases[number]['key']) {
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const lines = [
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'| Metric | Base | Head | Δ median | Δ MAD | Δ min | Δ max |',
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'| --- | ---: | ---: | ---: | ---: | ---: | ---: |',
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];
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const baseTotal = getHeapSnapshotCategoryValue(base, phase, 'Total');
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const headTotal = getHeapSnapshotCategoryValue(head, phase, 'Total');
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function formatHeapSnapshotCategoryLabel(category: typeof heapSnapshotCategories[number], baseValue: number, headValue: number, baseTotal: number, headTotal: number) {
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if (category === 'Total' || baseTotal == null || headTotal == null || baseTotal <= 0 || headTotal <= 0) return `**${category}**`;
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const basePercent = util.formatPercent((baseValue * 100) / baseTotal);
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const headPercent = util.formatPercent((headValue * 100) / headTotal);
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return `**${category}**<br>${basePercent} → ${headPercent}`;
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}
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function getHeapSnapshotSampleSpread(report: MemoryReport, phase: typeof memoryReportPhases[number]['key'], category: typeof util.heapSnapshotCategories[number]) {
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const values = report.samples
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.map(sample => getHeapSnapshotCategoryValueFromSample(sample, phase, category))
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.filter(value => Number.isFinite(value)) as number[];
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if (values.length < 2) return null;
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const center = util.median(values);
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return util.median(values.map(value => Math.abs(value - center)));
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}
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for (const category of util.heapSnapshotCategories) {
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const baseValue = getHeapSnapshotCategoryValue(base, phase, category);
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const headValue = getHeapSnapshotCategoryValue(head, phase, category);
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if (baseValue == null || headValue == null) continue;
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const baseSpread = getHeapSnapshotSampleSpread(base, phase, category);
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const headSpread = getHeapSnapshotSampleSpread(head, phase, category);
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const summary = pairedHeapSnapshotDeltaSummary(base, head, phase, category);
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const percent = summary.median * 100 / baseValue;
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const deltaMedian = summary == null ? '-' : `${util.formatDeltaBytes(summary.median)}<br>${util.formatDeltaPercent(percent)}`;
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const categoryLabel = formatHeapSnapshotCategoryLabel(category, baseValue, headValue, baseTotal, headTotal);
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lines.push(`| $\\color{${heapSnapshotCategoriesColors[category]}}{\\rule{8pt}{8pt}}$ ${categoryLabel} | ${util.formatBytes(baseValue)} <br> ± ${baseSpread == null ? '-' : util.formatBytes(baseSpread)} | ${util.formatBytes(headValue)} <br> ± ${headSpread == null ? '-' : util.formatBytes(headSpread)} | ${deltaMedian} | ${summary?.mad == null ? '-' : util.formatBytes(summary.mad)} | ${summary == null ? '-' : util.formatDeltaBytes(summary.min)} | ${summary == null ? '-' : util.formatDeltaBytes(summary.max)} |`);
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if (category === 'Total') {
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lines.push('| | | | | | | |');
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}
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}
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if (lines.length === 2) return null;
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return lines.join('\n');
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}
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function renderHeapSnapshotSection(base: MemoryReport, head: MemoryReport) {
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const table = renderHeapSnapshotTable(base, head, 'afterGc');
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if (table == null) return null;
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const lines = [
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'### V8 Heap Snapshot Statistics',
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'',
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table,
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'',
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];
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for (const graph of [
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renderHeapSnapshotSankey(base, 'afterGc', 'Base'),
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renderHeapSnapshotSankey(head, 'afterGc', 'Head'),
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]) {
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if (graph == null) continue;
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lines.push(graph);
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lines.push('');
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}
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return lines.join('\n');
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}
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function getJsFootprintValue(report: RuntimeLoadedJsFootprintReport, phase: 'afterRequest', key: keyof RuntimeLoadedJsFootprintReport['phases'][typeof phase]['totals']) {
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const value = report.phases[phase].totals[key];
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return Number.isFinite(value) ? value : null;
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}
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function renderJsFootprintMetricTable(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
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const metricRows = [
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['Loaded JS modules', 'loadedJsModules', util.formatNumber],
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['Loaded JS source', 'loadedJsSourceBytes', util.formatBytes],
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//['Loaded JS gzip estimate', 'loadedJsGzipBytes', util.formatBytes],
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//['AST nodes', 'astNodeCount', util.formatNumber],
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//['Functions', 'functionCount', util.formatNumber],
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//['Classes', 'classCount', util.formatNumber],
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//['String literals', 'stringLiteralBytes', util.formatBytes],
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['External packages loaded', 'externalPackageCount', util.formatNumber],
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['Native addon packages', 'nativeAddonPackageCount', util.formatNumber],
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] as const;
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||||
const lines = [
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||||
'| Metric | Base | Head | Δ | Δ (%) |',
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'| --- | ---: | ---: | ---: | ---: |',
|
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];
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for (const [title, key, formatter] of metricRows) {
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const baseValue = getJsFootprintValue(base, 'afterRequest', key);
|
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const headValue = getJsFootprintValue(head, 'afterRequest', key);
|
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if (baseValue == null || headValue == null) continue;
|
||||
|
||||
lines.push(`| **${title}** | ${formatter(baseValue)} | ${formatter(headValue)} | ${formatPlainDelta(baseValue, headValue, formatter)} | ${util.calcAndFormatDeltaPercent(baseValue, headValue)} |`);
|
||||
}
|
||||
|
||||
return lines.join('\n');
|
||||
}
|
||||
|
||||
/*
|
||||
function renderJsFootprintPhaseTable(base, head) {
|
||||
const lines = [
|
||||
'| Phase | Base modules | Head modules | Δ modules | Base source | Head source | Δ source |',
|
||||
'| --- | ---: | ---: | ---: | ---: | ---: | ---: |',
|
||||
];
|
||||
|
||||
for (const [phase, title] of [['startup', 'Startup'], ['afterRequest', 'After warmup requests']]) {
|
||||
const baseModules = getJsFootprintValue(base, phase, 'loadedJsModules');
|
||||
const headModules = getJsFootprintValue(head, phase, 'loadedJsModules');
|
||||
const baseSource = getJsFootprintValue(base, phase, 'loadedJsSourceBytes');
|
||||
const headSource = getJsFootprintValue(head, phase, 'loadedJsSourceBytes');
|
||||
if (baseModules == null || headModules == null || baseSource == null || headSource == null) continue;
|
||||
|
||||
lines.push(`| ${title} | ${util.formatNumber(baseModules)} | ${util.formatNumber(headModules)} | ${formatPlainDelta(baseModules, headModules)} | ${util.formatBytes(baseSource)} | ${util.formatBytes(headSource)} | ${formatPlainDelta(baseSource, headSource, util.formatBytes)} |`);
|
||||
}
|
||||
|
||||
return lines.join('\n');
|
||||
}
|
||||
*/
|
||||
|
||||
function packageMap(report: RuntimeLoadedJsFootprintReport) {
|
||||
const map = new Map();
|
||||
for (const packageSummary of report.phases.afterRequest.packages) {
|
||||
if (packageSummary?.category !== 'external' || typeof packageSummary.name !== 'string') continue;
|
||||
map.set(packageSummary.name, packageSummary);
|
||||
}
|
||||
return map;
|
||||
}
|
||||
|
||||
function packageDisplayName(packageSummary: { name: string; version?: string | null }) {
|
||||
if (packageSummary.version == null) return packageSummary.name;
|
||||
return `${packageSummary.name} ${packageSummary.version}`;
|
||||
}
|
||||
|
||||
function renderNewExternalPackages(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
|
||||
const basePackages = packageMap(base);
|
||||
const headPackages = packageMap(head);
|
||||
const newPackages = [...headPackages.values()]
|
||||
.filter(packageSummary => !basePackages.has(packageSummary.name))
|
||||
.toSorted((a, b) => b.sourceBytes - a.sourceBytes)
|
||||
.slice(0, 10);
|
||||
|
||||
if (newPackages.length === 0) return null;
|
||||
|
||||
const lines = [
|
||||
'#### Newly Loaded External Packages',
|
||||
'',
|
||||
'| Package | Loaded JS | Modules | Notes |',
|
||||
'| --- | ---: | ---: | --- |',
|
||||
];
|
||||
|
||||
for (const packageSummary of newPackages) {
|
||||
lines.push(`| ${packageDisplayName(packageSummary)} | ${util.formatBytes(packageSummary.sourceBytes)} | ${util.formatNumber(packageSummary.modules)} | ${packageSummary.nativeAddon ? 'native addon' : ''} |`);
|
||||
}
|
||||
|
||||
return lines.join('\n');
|
||||
}
|
||||
|
||||
function renderLargestPackageIncreases(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
|
||||
const basePackages = packageMap(base);
|
||||
const headPackages = packageMap(head);
|
||||
const increases = [...headPackages.values()]
|
||||
.map(headPackage => {
|
||||
const basePackage = basePackages.get(headPackage.name);
|
||||
const baseSourceBytes = basePackage?.sourceBytes ?? 0;
|
||||
const baseModules = basePackage?.modules ?? 0;
|
||||
return {
|
||||
...headPackage,
|
||||
baseSourceBytes,
|
||||
baseModules,
|
||||
sourceDiff: headPackage.sourceBytes - baseSourceBytes,
|
||||
moduleDiff: headPackage.modules - baseModules,
|
||||
};
|
||||
})
|
||||
.filter(packageSummary => packageSummary.sourceDiff > 0)
|
||||
.toSorted((a, b) => b.sourceDiff - a.sourceDiff)
|
||||
.slice(0, 10);
|
||||
|
||||
if (increases.length === 0) return null;
|
||||
|
||||
const lines = [
|
||||
'#### Largest Package Increases',
|
||||
'',
|
||||
'| Package | Base | Head | Δ | Modules Δ |',
|
||||
'| --- | ---: | ---: | ---: | ---: |',
|
||||
];
|
||||
|
||||
for (const packageSummary of increases) {
|
||||
lines.push(`| ${packageDisplayName(packageSummary)} | ${util.formatBytes(packageSummary.baseSourceBytes)} | ${util.formatBytes(packageSummary.sourceBytes)} | ${formatPlainDelta(packageSummary.baseSourceBytes, packageSummary.sourceBytes, util.formatBytes)} | ${formatPlainDelta(packageSummary.baseModules, packageSummary.modules)} |`);
|
||||
}
|
||||
|
||||
return lines.join('\n');
|
||||
}
|
||||
|
||||
function renderNewLoadedModules(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
|
||||
function moduleMap(report: RuntimeLoadedJsFootprintReport) {
|
||||
const map = new Map();
|
||||
for (const moduleSummary of report.phases.afterRequest.modules) {
|
||||
if (typeof moduleSummary.path !== 'string') continue;
|
||||
map.set(moduleSummary.path, moduleSummary);
|
||||
}
|
||||
return map;
|
||||
}
|
||||
|
||||
const baseModules = moduleMap(base);
|
||||
const headModules = moduleMap(head);
|
||||
const newModules = [...headModules.values()]
|
||||
.filter(moduleSummary => !baseModules.has(moduleSummary.path))
|
||||
.toSorted((a, b) => b.sourceBytes - a.sourceBytes)
|
||||
.slice(0, 10);
|
||||
|
||||
if (newModules.length === 0) return null;
|
||||
|
||||
const lines = [
|
||||
'#### Largest Newly Loaded Modules',
|
||||
'',
|
||||
'| Module | Package | Loaded JS |',
|
||||
'| --- | --- | ---: |',
|
||||
];
|
||||
|
||||
for (const moduleSummary of newModules) {
|
||||
lines.push(`| \`${moduleSummary.path}\` | ${moduleSummary.package} | ${util.formatBytes(moduleSummary.sourceBytes)} |`);
|
||||
}
|
||||
|
||||
return lines.join('\n');
|
||||
}
|
||||
|
||||
function renderJsFootprintSection(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
|
||||
const lines = [
|
||||
'### Runtime Loaded JS Footprint',
|
||||
'',
|
||||
'<details><summary>Click to show</summary>',
|
||||
'',
|
||||
renderJsFootprintMetricTable(base, head),
|
||||
'',
|
||||
//'#### Load Phase Breakdown',
|
||||
//'',
|
||||
//renderJsFootprintPhaseTable(base, head),
|
||||
//'',
|
||||
];
|
||||
|
||||
for (const block of [
|
||||
renderNewExternalPackages(base, head),
|
||||
renderLargestPackageIncreases(base, head),
|
||||
renderNewLoadedModules(base, head),
|
||||
]) {
|
||||
if (block == null) continue;
|
||||
lines.push(block);
|
||||
lines.push('');
|
||||
}
|
||||
|
||||
lines.push('</details>');
|
||||
lines.push('');
|
||||
|
||||
return lines.join('\n');
|
||||
}
|
||||
|
||||
const base = JSON.parse(await readFile(baseFile, 'utf8')) as MemoryReport;
|
||||
const head = JSON.parse(await readFile(headFile, 'utf8')) as MemoryReport;
|
||||
const baseJsFootprint = JSON.parse(await readFile(baseJsFootprintFile, 'utf8')) as RuntimeLoadedJsFootprintReport;
|
||||
const headJsFootprint = JSON.parse(await readFile(headJsFootprintFile, 'utf8')) as RuntimeLoadedJsFootprintReport;
|
||||
const lines = [
|
||||
'## ⚙️ Backend Memory Usage Report',
|
||||
'',
|
||||
];
|
||||
|
||||
//const summary = measurementSummary(base, head);
|
||||
//if (summary != null) {
|
||||
// lines.push(summary);
|
||||
// lines.push('');
|
||||
//}
|
||||
|
||||
for (const phase of memoryReportPhases) {
|
||||
lines.push(`### ${phase.title}`);
|
||||
lines.push(renderMainTableForPhase(base, head, phase.key));
|
||||
lines.push('');
|
||||
}
|
||||
|
||||
const heapSnapshotSection = renderHeapSnapshotSection(base, head);
|
||||
if (heapSnapshotSection != null) {
|
||||
lines.push(heapSnapshotSection);
|
||||
lines.push('');
|
||||
}
|
||||
|
||||
const jsFootprintSection = renderJsFootprintSection(baseJsFootprint, headJsFootprint);
|
||||
if (jsFootprintSection != null) {
|
||||
lines.push(jsFootprintSection);
|
||||
lines.push('');
|
||||
}
|
||||
|
||||
function getWarningMetric(base: MemoryReport, head: MemoryReport) {
|
||||
for (const metric of ['Pss', 'Private_Dirty', 'VmRSS'] as const) {
|
||||
if (getMemoryValue(base, 'afterGc', metric) != null && getMemoryValue(head, 'afterGc', metric) != null) {
|
||||
return metric;
|
||||
}
|
||||
}
|
||||
return null;
|
||||
}
|
||||
|
||||
function isBeyondSampleNoise(base: MemoryReport, head: MemoryReport, phase: typeof memoryReportPhases[number]['key'], metric: typeof metrics[number]) {
|
||||
const baseValue = getMemoryValue(base, phase, metric);
|
||||
const headValue = getMemoryValue(head, phase, metric);
|
||||
if (baseValue == null || headValue == null) return false;
|
||||
|
||||
const diff = headValue - baseValue;
|
||||
if (diff <= 0) return false;
|
||||
|
||||
const baseSpread = getSampleSpread(base, phase, metric);
|
||||
const headSpread = getSampleSpread(head, phase, metric);
|
||||
if (baseSpread == null || headSpread == null) return true;
|
||||
|
||||
const combinedSpread = Math.hypot(baseSpread, headSpread);
|
||||
return diff > combinedSpread * 3;
|
||||
}
|
||||
|
||||
const warningMetric = getWarningMetric(base, head);
|
||||
const warningDiffPercent = warningMetric == null ? null : getDiffPercent(base, head, 'afterGc', warningMetric);
|
||||
if (warningMetric != null && warningDiffPercent != null && warningDiffPercent > 5 && isBeyondSampleNoise(base, head, 'afterGc', warningMetric)) {
|
||||
lines.push(`⚠️ **Warning**: Memory usage (${warningMetric}) has increased by more than 5% and exceeds the observed sample noise. Please verify this is not an unintended change.`);
|
||||
lines.push('');
|
||||
}
|
||||
|
||||
lines.push(`[See workflow logs for details](https://github.com/${process.env.GITHUB_REPOSITORY}/actions/runs/${process.env.GITHUB_RUN_ID})`);
|
||||
|
||||
await writeFile(outputFile, `${lines.join('\n')}\n`);
|
||||
Reference in New Issue
Block a user