mirror of
https://github.com/misskey-dev/misskey.git
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cec23e5756
* Update measure-memory.mts * Update utility.mts * Update backend-memory-report.mts * tweak
430 lines
15 KiB
TypeScript
430 lines
15 KiB
TypeScript
/*
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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 * as heapSnapshotUtil from './heap-snapshot-util.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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function formatMemoryMb(valueKiB: number | null | undefined) {
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if (valueKiB == null) return '-';
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return `${util.formatNumber(valueKiB / 1000)} 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 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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function formatDeltaMemory(deltaKiB: number) {
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return util.formatColoredDelta(deltaKiB, v => formatMemoryMb(v), 100); // 0.1 MB threshold
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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 = util.pairedDeltaSummary(base.samples, head.samples, (sample) => getMemoryValueFromSample(sample, phase, metric));
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const percent = summary.median * 100 / baseValue;
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const deltaMedian = summary == null ? '-' : `${formatDeltaMemory(summary.median)}<br>${util.formatDeltaPercent(percent, 0.1).replaceAll('\\%', '\\\\%')}`;
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lines.push(`| **${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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/*
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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 renderHeapSnapshotSection(base: MemoryReport, head: MemoryReport) {
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const baseHeapSnapshotReport = {
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summary: base.summary.afterGc.heapSnapshot!,
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samples: base.samples.map(sample => ({
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round: sample.round,
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data: sample.phases.afterGc.heapSnapshot!,
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})),
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};
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const headHeapSnapshotReport = {
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summary: head.summary.afterGc.heapSnapshot!,
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samples: head.samples.map(sample => ({
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round: sample.round,
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data: sample.phases.afterGc.heapSnapshot!,
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})),
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};
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const table = heapSnapshotUtil.renderHeapSnapshotTable(baseHeapSnapshotReport, headHeapSnapshotReport);
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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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//heapSnapshotUtil.renderHeapSnapshotSankey(baseHeapSnapshotReport, 'Base'),
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heapSnapshotUtil.renderHeapSnapshotSankey(headHeapSnapshotReport, '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;
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lines.push(`| **${title}** | ${formatter(baseValue)} | ${formatter(headValue)} | ${util.formatColoredDelta(headValue - baseValue, v => formatter(v))} | ${util.calcAndFormatDeltaPercent(baseValue, headValue).replaceAll('\\%', '\\\\%')} |`);
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}
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return lines.join('\n');
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}
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/*
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function renderJsFootprintPhaseTable(base, head) {
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const lines = [
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'| Phase | Base modules | Head modules | Δ modules | Base source | Head source | Δ source |',
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'| --- | ---: | ---: | ---: | ---: | ---: | ---: |',
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];
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for (const [phase, title] of [['startup', 'Startup'], ['afterRequest', 'After warmup requests']]) {
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const baseModules = getJsFootprintValue(base, phase, 'loadedJsModules');
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const headModules = getJsFootprintValue(head, phase, 'loadedJsModules');
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const baseSource = getJsFootprintValue(base, phase, 'loadedJsSourceBytes');
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const headSource = getJsFootprintValue(head, phase, 'loadedJsSourceBytes');
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if (baseModules == null || headModules == null || baseSource == null || headSource == null) continue;
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lines.push(`| ${title} | ${util.formatNumber(baseModules)} | ${util.formatNumber(headModules)} | ${formatPlainDelta(baseModules, headModules)} | ${util.formatBytes(baseSource)} | ${util.formatBytes(headSource)} | ${formatPlainDelta(baseSource, headSource, util.formatBytes)} |`);
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}
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return lines.join('\n');
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}
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*/
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function packageMap(report: RuntimeLoadedJsFootprintReport) {
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const map = new Map();
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for (const packageSummary of report.phases.afterRequest.packages) {
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if (packageSummary?.category !== 'external' || typeof packageSummary.name !== 'string') continue;
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map.set(packageSummary.name, packageSummary);
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}
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return map;
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}
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function packageDisplayName(packageSummary: { name: string; version?: string | null }) {
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if (packageSummary.version == null) return packageSummary.name;
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return `${packageSummary.name} ${packageSummary.version}`;
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}
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function renderNewExternalPackages(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
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const basePackages = packageMap(base);
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const headPackages = packageMap(head);
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const newPackages = [...headPackages.values()]
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.filter(packageSummary => !basePackages.has(packageSummary.name))
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.toSorted((a, b) => b.sourceBytes - a.sourceBytes)
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.slice(0, 10);
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if (newPackages.length === 0) return null;
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const lines = [
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'#### Newly Loaded External Packages',
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'',
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'| Package | Loaded JS | Modules | Notes |',
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'| --- | ---: | ---: | --- |',
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];
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for (const packageSummary of newPackages) {
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lines.push(`| ${packageDisplayName(packageSummary)} | ${util.formatBytes(packageSummary.sourceBytes)} | ${util.formatNumber(packageSummary.modules)} | ${packageSummary.nativeAddon ? 'native addon' : ''} |`);
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}
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return lines.join('\n');
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}
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function renderLargestPackageIncreases(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
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const basePackages = packageMap(base);
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const headPackages = packageMap(head);
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const increases = [...headPackages.values()]
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.map(headPackage => {
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const basePackage = basePackages.get(headPackage.name);
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const baseSourceBytes = basePackage?.sourceBytes ?? 0;
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const baseModules = basePackage?.modules ?? 0;
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return {
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...headPackage,
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baseSourceBytes,
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baseModules,
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sourceDiff: headPackage.sourceBytes - baseSourceBytes,
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moduleDiff: headPackage.modules - baseModules,
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};
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})
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.filter(packageSummary => packageSummary.sourceDiff > 0)
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.toSorted((a, b) => b.sourceDiff - a.sourceDiff)
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.slice(0, 10);
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if (increases.length === 0) return null;
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const lines = [
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'#### Largest Package Increases',
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'',
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'| Package | Base | Head | Δ | Modules Δ |',
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'| --- | ---: | ---: | ---: | ---: |',
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];
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for (const packageSummary of increases) {
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lines.push(`| ${packageDisplayName(packageSummary)} | ${util.formatBytes(packageSummary.baseSourceBytes)} | ${util.formatBytes(packageSummary.sourceBytes)} | ${util.formatColoredDelta(packageSummary.sourceBytes - packageSummary.baseSourceBytes, v => util.formatBytes(v))} | ${util.formatColoredDelta(packageSummary.modules - packageSummary.baseModules, v => util.formatNumber(v))} |`);
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}
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return lines.join('\n');
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}
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function renderNewLoadedModules(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
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function moduleMap(report: RuntimeLoadedJsFootprintReport) {
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const map = new Map();
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for (const moduleSummary of report.phases.afterRequest.modules) {
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if (typeof moduleSummary.path !== 'string') continue;
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map.set(moduleSummary.path, moduleSummary);
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}
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return map;
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}
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const baseModules = moduleMap(base);
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const headModules = moduleMap(head);
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const newModules = [...headModules.values()]
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.filter(moduleSummary => !baseModules.has(moduleSummary.path))
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.toSorted((a, b) => b.sourceBytes - a.sourceBytes)
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.slice(0, 10);
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if (newModules.length === 0) return null;
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const lines = [
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'#### Largest Newly Loaded Modules',
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'',
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'| Module | Package | Loaded JS |',
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'| --- | --- | ---: |',
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];
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for (const moduleSummary of newModules) {
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lines.push(`| \`${moduleSummary.path}\` | ${moduleSummary.package} | ${util.formatBytes(moduleSummary.sourceBytes)} |`);
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}
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return lines.join('\n');
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}
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function renderJsFootprintSection(base: RuntimeLoadedJsFootprintReport, head: RuntimeLoadedJsFootprintReport) {
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const lines = [
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'### Runtime Loaded JS Footprint',
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'',
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'<details><summary>Click to show</summary>',
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'',
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renderJsFootprintMetricTable(base, head),
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'',
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//'#### Load Phase Breakdown',
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//'',
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//renderJsFootprintPhaseTable(base, head),
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//'',
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];
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for (const block of [
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renderNewExternalPackages(base, head),
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renderLargestPackageIncreases(base, head),
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renderNewLoadedModules(base, head),
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]) {
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if (block == null) continue;
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lines.push(block);
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lines.push('');
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}
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lines.push('</details>');
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lines.push('');
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return lines.join('\n');
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}
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const base = JSON.parse(await readFile(baseFile, 'utf8')) as MemoryReport;
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const head = JSON.parse(await readFile(headFile, 'utf8')) as MemoryReport;
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const baseJsFootprint = JSON.parse(await readFile(baseJsFootprintFile, 'utf8')) as RuntimeLoadedJsFootprintReport;
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const headJsFootprint = JSON.parse(await readFile(headJsFootprintFile, 'utf8')) as RuntimeLoadedJsFootprintReport;
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const lines = [
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'## ⚙️ Backend Memory Usage Report',
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'',
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];
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//const summary = measurementSummary(base, head);
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//if (summary != null) {
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// lines.push(summary);
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// lines.push('');
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//}
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for (const phase of memoryReportPhases) {
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lines.push(`### ${phase.title}`);
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lines.push(renderMainTableForPhase(base, head, phase.key));
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lines.push('');
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}
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const heapSnapshotSection = renderHeapSnapshotSection(base, head);
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if (heapSnapshotSection != null) {
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lines.push(heapSnapshotSection);
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lines.push('');
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}
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const artifactUrl = process.env.MK_MEMORY_HEAP_SNAPSHOT_ARTIFACT_URL_HEAD!.trim();
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lines.push(`[Download representative V8 heap snapshot (head)](${artifactUrl})`);
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lines.push('');
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const jsFootprintSection = renderJsFootprintSection(baseJsFootprint, headJsFootprint);
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if (jsFootprintSection != null) {
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lines.push(jsFootprintSection);
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lines.push('');
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}
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function getWarningMetric(base: MemoryReport, head: MemoryReport) {
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for (const metric of ['Pss', 'Private_Dirty', 'VmRSS'] as const) {
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if (getMemoryValue(base, 'afterGc', metric) != null && getMemoryValue(head, 'afterGc', metric) != null) {
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return metric;
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}
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}
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return null;
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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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function isBeyondSampleNoise(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) return false;
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const delta = headValue - baseValue;
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if (delta <= 0) return false;
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const baseSpread = getSampleSpread(base, phase, metric);
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const headSpread = getSampleSpread(head, phase, metric);
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if (baseSpread == null || headSpread == null) return true;
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const combinedSpread = Math.hypot(baseSpread, headSpread);
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return delta > combinedSpread * 3;
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}
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const warningMetric = getWarningMetric(base, head);
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const warningDiffPercent = warningMetric == null ? null : getDiffPercent(base, head, 'afterGc', warningMetric);
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if (warningMetric != null && warningDiffPercent != null && warningDiffPercent > 5 && isBeyondSampleNoise(base, head, 'afterGc', warningMetric)) {
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lines.push(`⚠️ **Warning**: Memory usage (${warningMetric}) has increased by more than 5% and exceeds the observed sample noise. Please verify this is not an unintended change.`);
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lines.push('');
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}
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//lines.push(`[See workflow logs for details](https://github.com/${process.env.GITHUB_REPOSITORY}/actions/runs/${process.env.GITHUB_RUN_ID})`);
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await writeFile(outputFile, `${lines.join('\n')}\n`);
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