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misskey/packages/backend/scripts/measure-memory.mts
syuilo cec23e5756 enhance(dev): improve heap snapshot analysis (#17628)
* Update measure-memory.mts

* Update utility.mts

* Update backend-memory-report.mts

* tweak
2026-06-27 18:59:46 +09:00

632 lines
20 KiB
TypeScript

/*
* SPDX-FileCopyrightText: syuilo and misskey-project
* SPDX-License-Identifier: AGPL-3.0-only
*/
import { ChildProcess, fork } from 'node:child_process';
import { setTimeout } from 'node:timers/promises';
import { fileURLToPath } from 'node:url';
import { dirname, join } from 'node:path';
import { tmpdir } from 'node:os';
//import * as http from 'node:http';
import * as fs from 'node:fs/promises';
import { heapSnapshotCategory, type HeapSnapshotData } from '../../../.github/scripts/heap-snapshot-util.mts';
const __filename = fileURLToPath(import.meta.url);
const __dirname = dirname(__filename);
function readIntegerEnv(name, defaultValue, min) {
const rawValue = process.env[name];
if (rawValue == null || rawValue === '') return defaultValue;
if (!/^\d+$/.test(rawValue)) throw new Error(`${name} must be an integer`);
const value = Number(rawValue);
if (!Number.isSafeInteger(value) || value < min) throw new Error(`${name} must be >= ${min}`);
return value;
}
function readBooleanEnv(name, defaultValue) {
const rawValue = process.env[name];
if (rawValue == null || rawValue === '') return defaultValue;
if (rawValue === '1' || rawValue === 'true') return true;
if (rawValue === '0' || rawValue === 'false') return false;
throw new Error(`${name} must be one of: 1, 0, true, false`);
}
const SAMPLE_COUNT = readIntegerEnv('MK_MEMORY_SAMPLE_COUNT', 3, 1); // Number of samples to measure
const STARTUP_TIMEOUT = readIntegerEnv('MK_MEMORY_STARTUP_TIMEOUT_MS', 120000, 1); // Timeout for server startup
const MEMORY_SETTLE_TIME = readIntegerEnv('MK_MEMORY_SETTLE_TIME_MS', 10000, 0); // Wait after startup for memory to settle
const IPC_TIMEOUT = readIntegerEnv('MK_MEMORY_IPC_TIMEOUT_MS', 30000, 1); // Timeout for IPC responses
const REQUEST_COUNT = readIntegerEnv('MK_MEMORY_REQUEST_COUNT', 10, 0);
const HEAP_SNAPSHOT = readBooleanEnv('MK_MEMORY_HEAP_SNAPSHOT', false);
const HEAP_SNAPSHOT_TIMEOUT = readIntegerEnv('MK_MEMORY_HEAP_SNAPSHOT_TIMEOUT_MS', 120000, 1);
const HEAP_SNAPSHOT_BREAKDOWN_TOP_N = readIntegerEnv('MK_MEMORY_HEAP_SNAPSHOT_BREAKDOWN_TOP_N', 6, 1);
const HEAP_SNAPSHOT_SAVE_PATH = process.env.MK_MEMORY_HEAP_SNAPSHOT_SAVE_PATH;
const procStatusKeys = ['VmPeak', 'VmSize', 'VmHWM', 'VmRSS', 'VmData', 'VmStk', 'VmExe', 'VmLib', 'VmPTE', 'VmSwap'] as const;
const smapsRollupKeys = ['Pss', 'Shared_Clean', 'Shared_Dirty', 'Private_Clean', 'Private_Dirty', 'Swap', 'SwapPss'] as const;
type GcMessage = 'gc ok' | 'gc unavailable';
type RuntimeMemoryUsageMessage = {
type: 'memory usage';
value: NodeJS.MemoryUsage;
};
type HeapSnapshotMessage = {
type: 'heap snapshot';
path?: string;
};
type HeapSnapshotErrorMessage = {
type: 'heap snapshot error';
message: string;
};
type HeapSnapshotResponseMessage = HeapSnapshotMessage | HeapSnapshotErrorMessage;
function parseMemoryFile<KS extends readonly string[]>(content: string, keys: KS, path: string, required: boolean): Record<KS[number], number> {
const result = {} as Record<KS[number], number>;
for (const _key of keys) {
const key = _key as KS[number];
const match = content.match(new RegExp(`${key}:\\s+(\\d+)\\s+kB`));
if (match) {
result[key] = parseInt(match[1], 10);
} else if (required) {
throw new Error(`Failed to parse ${key} from ${path}`);
}
}
return result;
}
function bytesToKiB(value: number) {
return Math.round(value / 1024);
}
function sanitizeHeapSnapshotBreakdownLabel(value, fallback = 'unknown') {
const label = String(value ?? '').replace(/\s+/g, ' ').trim();
if (label === '') return fallback;
if (label.length <= 80) return label;
return `${label.slice(0, 77)}...`;
}
function classifyHeapSnapshotBreakdown(category: keyof typeof heapSnapshotCategory, type, name) {
if (category === 'strings') return type;
if (category === 'jsArrays') {
if (type === 'array elements') return 'Array elements';
if (type === 'object' && name === 'Array') return 'Array objects';
return sanitizeHeapSnapshotBreakdownLabel(`${type}: ${name}`);
}
if (category === 'typedArrays') {
if (name === 'system / JSArrayBufferData') return 'ArrayBuffer data';
return sanitizeHeapSnapshotBreakdownLabel(`${type}: ${name}`);
}
if (category === 'systemObjects') {
if (name.startsWith('system /')) return sanitizeHeapSnapshotBreakdownLabel(name);
if (name.startsWith('(system ')) return sanitizeHeapSnapshotBreakdownLabel(name);
return sanitizeHeapSnapshotBreakdownLabel(`${type}: ${name}`, type);
}
if (category === 'otherJsObjects') {
if (type === 'object') return sanitizeHeapSnapshotBreakdownLabel(`object: ${name}`, 'object: unknown');
return type;
}
if (category === 'otherNonJsObjects') {
if (type === 'extra native bytes') return 'Extra native bytes';
if (type === 'native') return sanitizeHeapSnapshotBreakdownLabel(`native: ${name}`, 'native: unknown');
return sanitizeHeapSnapshotBreakdownLabel(`${type}: ${name}`, type);
}
if (category === 'code') {
const lowerName = name.toLowerCase();
if (lowerName.includes('bytecode')) return 'bytecode';
if (lowerName.includes('builtin')) return 'builtins';
if (lowerName.includes('regexp')) return 'regexp code';
if (lowerName.includes('stub')) return 'stubs';
return sanitizeHeapSnapshotBreakdownLabel(`code: ${name}`, 'code: unknown');
}
return sanitizeHeapSnapshotBreakdownLabel(`${type}: ${name}`, type);
}
function collapseHeapSnapshotBreakdown(breakdowns: Record<string, Record<string, number>>) {
const collapsed = {} as Record<string, Record<string, number>>;
for (const [category, children] of Object.entries(breakdowns)) {
const entries = Object.entries(children)
.filter(([, value]) => value > 0)
.toSorted((a, b) => b[1] - a[1]);
const topEntries = entries.slice(0, HEAP_SNAPSHOT_BREAKDOWN_TOP_N);
const otherValue = entries
.slice(HEAP_SNAPSHOT_BREAKDOWN_TOP_N)
.reduce((sum, [, value]) => sum + value, 0);
const categoryBreakdown = Object.fromEntries(topEntries);
if (otherValue > 0) categoryBreakdown.Other = otherValue;
if (Object.keys(categoryBreakdown).length > 0) collapsed[category] = categoryBreakdown;
}
return collapsed;
}
// Keep these buckets aligned with Chrome DevTools' heap snapshot Statistics view.
function analyzeHeapSnapshot(snapshot) {
const meta = snapshot?.snapshot?.meta;
const nodes = snapshot?.nodes;
const edges = snapshot?.edges;
const strings = snapshot?.strings;
if (meta == null || !Array.isArray(nodes) || !Array.isArray(edges) || !Array.isArray(strings)) {
throw new Error('Invalid heap snapshot format');
}
const nodeFields = meta.node_fields;
if (!Array.isArray(nodeFields)) throw new Error('Invalid heap snapshot node fields');
const edgeFields = meta.edge_fields;
if (!Array.isArray(edgeFields)) throw new Error('Invalid heap snapshot edge fields');
const typeOffset = nodeFields.indexOf('type');
const nameOffset = nodeFields.indexOf('name');
const selfSizeOffset = nodeFields.indexOf('self_size');
const edgeCountOffset = nodeFields.indexOf('edge_count');
if (typeOffset < 0 || nameOffset < 0 || selfSizeOffset < 0 || edgeCountOffset < 0) {
throw new Error('Heap snapshot is missing required node fields');
}
const edgeTypeOffset = edgeFields.indexOf('type');
const edgeNameOffset = edgeFields.indexOf('name_or_index');
const edgeToNodeOffset = edgeFields.indexOf('to_node');
if (edgeTypeOffset < 0 || edgeNameOffset < 0 || edgeToNodeOffset < 0) {
throw new Error('Heap snapshot is missing required edge fields');
}
const nodeTypeNames = meta.node_types?.[typeOffset];
if (!Array.isArray(nodeTypeNames)) throw new Error('Invalid heap snapshot node types');
const edgeTypeNames = meta.edge_types?.[edgeTypeOffset];
if (!Array.isArray(edgeTypeNames)) throw new Error('Invalid heap snapshot edge types');
function createEmptyHeapSnapshotCategoryMap() {
return Object.fromEntries(Object.keys(heapSnapshotCategory).map(category => [category, 0])) as Record<keyof typeof heapSnapshotCategory, number>;
}
const nodeFieldCount = nodeFields.length;
const edgeFieldCount = edgeFields.length;
const nativeType = nodeTypeNames.indexOf('native');
const codeType = nodeTypeNames.indexOf('code');
const hiddenType = nodeTypeNames.indexOf('hidden');
const stringTypes = new Set([
nodeTypeNames.indexOf('string'),
nodeTypeNames.indexOf('concatenated string'),
nodeTypeNames.indexOf('sliced string'),
]);
const internalEdgeType = edgeTypeNames.indexOf('internal');
const extraNativeBytes = Number.isFinite(snapshot.snapshot.extra_native_bytes) ? snapshot.snapshot.extra_native_bytes : 0;
const categories = createEmptyHeapSnapshotCategoryMap();
const nodeCounts = createEmptyHeapSnapshotCategoryMap();
const breakdowns = Object.fromEntries(
(Object.keys(heapSnapshotCategory) as (keyof typeof heapSnapshotCategory)[])
.filter(category => category !== 'total')
.map(category => [category, {}]),
);
function addValue(map: Record<string, number>, key: string, value: number) {
map[key] = (map[key] ?? 0) + value;
}
const edgeStartIndexes = new Map<number, number>();
const retainerCounts = new Map<number, number>();
let edgeIndex = 0;
for (let nodeIndex = 0; nodeIndex < nodes.length; nodeIndex += nodeFieldCount) {
edgeStartIndexes.set(nodeIndex, edgeIndex);
const edgeCount = nodes[nodeIndex + edgeCountOffset] ?? 0;
for (let i = 0; i < edgeCount; i++, edgeIndex += edgeFieldCount) {
const toNodeIndex = edges[edgeIndex + edgeToNodeOffset];
retainerCounts.set(toNodeIndex, (retainerCounts.get(toNodeIndex) ?? 0) + 1);
}
}
const jsArrayElementNodeIndexes = new Set<number>();
function addCategoryValue(category: keyof typeof heapSnapshotCategory, value: number, type: string, name: string, nodeIndex: number | null = null) {
if (value <= 0) return;
categories[category] += value;
addValue(breakdowns[category], classifyHeapSnapshotBreakdown(category, type, name), value);
if (nodeIndex != null) nodeCounts[category]++;
}
function addJsArrayElementSize(nodeIndex: number) {
const beginEdgeIndex = edgeStartIndexes.get(nodeIndex) ?? 0;
const edgeCount = nodes[nodeIndex + edgeCountOffset] ?? 0;
for (let i = 0, currentEdgeIndex = beginEdgeIndex; i < edgeCount; i++, currentEdgeIndex += edgeFieldCount) {
const edgeType = edges[currentEdgeIndex + edgeTypeOffset];
if (edgeType !== internalEdgeType) continue;
const edgeName = strings[edges[currentEdgeIndex + edgeNameOffset]];
if (edgeName !== 'elements') continue;
const elementsNodeIndex = edges[currentEdgeIndex + edgeToNodeOffset];
if ((retainerCounts.get(elementsNodeIndex) ?? 0) === 1) {
const elementsSize = nodes[elementsNodeIndex + selfSizeOffset] ?? 0;
addCategoryValue('jsArrays', elementsSize, 'array elements', 'Array elements', elementsNodeIndex);
jsArrayElementNodeIndexes.add(elementsNodeIndex);
}
break;
}
}
if (extraNativeBytes > 0) {
addCategoryValue('otherNonJsObjects', extraNativeBytes, 'extra native bytes', 'extra native bytes');
}
for (let nodeIndex = 0; nodeIndex < nodes.length; nodeIndex += nodeFieldCount) {
const typeId = nodes[nodeIndex + typeOffset];
const type = nodeTypeNames[typeId] ?? 'unknown';
const name = strings[nodes[nodeIndex + nameOffset]] ?? '';
const selfSize = nodes[nodeIndex + selfSizeOffset] ?? 0;
categories.total += selfSize;
nodeCounts.total++;
if (typeId === hiddenType) {
addCategoryValue('systemObjects', selfSize, type, name, nodeIndex);
continue;
}
if (typeId === nativeType) {
if (name === 'system / JSArrayBufferData') {
addCategoryValue('typedArrays', selfSize, type, name, nodeIndex);
} else {
addCategoryValue('otherNonJsObjects', selfSize, type, name, nodeIndex);
}
continue;
}
if (typeId === codeType) {
addCategoryValue('code', selfSize, type, name, nodeIndex);
continue;
}
if (stringTypes.has(typeId)) {
addCategoryValue('strings', selfSize, type, name, nodeIndex);
continue;
}
if (name === 'Array') {
addCategoryValue('jsArrays', selfSize, type, name, nodeIndex);
addJsArrayElementSize(nodeIndex);
continue;
}
}
categories.total += extraNativeBytes;
for (let nodeIndex = 0; nodeIndex < nodes.length; nodeIndex += nodeFieldCount) {
if (jsArrayElementNodeIndexes.has(nodeIndex)) continue;
const typeId = nodes[nodeIndex + typeOffset];
if (typeId === hiddenType || typeId === nativeType || typeId === codeType || stringTypes.has(typeId)) continue;
const name = strings[nodes[nodeIndex + nameOffset]] ?? '';
if (name === 'Array') continue;
const type = nodeTypeNames[typeId] ?? 'unknown';
const selfSize = nodes[nodeIndex + selfSizeOffset] ?? 0;
addCategoryValue('otherJsObjects', selfSize, type, name, nodeIndex);
}
return {
categories,
nodeCounts,
breakdowns: collapseHeapSnapshotBreakdown(breakdowns),
};
}
async function getMemoryUsage(pid: number) {
const path = `/proc/${pid}/status`;
const status = await fs.readFile(path, 'utf-8');
return parseMemoryFile(status, procStatusKeys, path, true);
}
async function getSmapsRollupMemoryUsage(pid: number) {
const path = `/proc/${pid}/smaps_rollup`;
const smapsRollup = await fs.readFile(path, 'utf-8');
return parseMemoryFile(smapsRollup, smapsRollupKeys, path, false);
}
function isRecord(value: unknown): value is Record<string, unknown> {
return value != null && typeof value === 'object';
}
function isGcMessage(message: unknown): message is GcMessage {
return message === 'gc ok' || message === 'gc unavailable';
}
function isRuntimeMemoryUsageMessage(message: unknown): message is RuntimeMemoryUsageMessage {
return isRecord(message) && message.type === 'memory usage' && isRecord(message.value);
}
function isHeapSnapshotResponseMessage(message: unknown): message is HeapSnapshotResponseMessage {
if (!isRecord(message)) return false;
if (message.type === 'heap snapshot') return true;
return message.type === 'heap snapshot error' && typeof message.message === 'string';
}
function waitForMessage<T>(serverProcess: ChildProcess, predicate: (message: unknown) => message is T, description: string, timeout = IPC_TIMEOUT) {
return new Promise<T>((resolve, reject) => {
const timer = globalThis.setTimeout(() => {
serverProcess.off('message', onMessage);
reject(new Error(`Timed out waiting for ${description}`));
}, timeout);
const onMessage = (message: unknown) => {
if (!predicate(message)) return;
globalThis.clearTimeout(timer);
serverProcess.off('message', onMessage);
resolve(message);
};
serverProcess.on('message', onMessage);
});
}
async function getRuntimeMemoryUsage(serverProcess: ChildProcess) {
const response = waitForMessage(
serverProcess,
isRuntimeMemoryUsageMessage,
'memory usage',
);
serverProcess.send('memory usage');
const message = await response;
const memoryUsage = message.value;
return {
HeapTotal: bytesToKiB(memoryUsage.heapTotal),
HeapUsed: bytesToKiB(memoryUsage.heapUsed),
External: bytesToKiB(memoryUsage.external),
ArrayBuffers: bytesToKiB(memoryUsage.arrayBuffers),
};
}
async function getHeapSnapshotStatistics(serverProcess: ChildProcess): Promise<HeapSnapshotData | null> {
if (!HEAP_SNAPSHOT) return null;
const snapshotPath = join(tmpdir(), `misskey-backend-heap-${process.pid}-${serverProcess.pid}-${Date.now()}.heapsnapshot`);
const response = waitForMessage(
serverProcess,
isHeapSnapshotResponseMessage,
'heap snapshot',
HEAP_SNAPSHOT_TIMEOUT,
);
serverProcess.send({
type: 'heap snapshot',
path: snapshotPath,
});
const message = await response;
if (message.type === 'heap snapshot error') {
throw new Error(`Failed to write heap snapshot: ${message.message}`);
}
const writtenPath = typeof message.path === 'string' ? message.path : snapshotPath;
try {
if (HEAP_SNAPSHOT_SAVE_PATH != null && HEAP_SNAPSHOT_SAVE_PATH !== '') {
await fs.mkdir(dirname(HEAP_SNAPSHOT_SAVE_PATH), { recursive: true });
await fs.copyFile(writtenPath, HEAP_SNAPSHOT_SAVE_PATH);
}
const snapshot = JSON.parse(await fs.readFile(writtenPath, 'utf-8'));
return analyzeHeapSnapshot(snapshot);
} finally {
await fs.unlink(writtenPath).catch(err => {
process.stderr.write(`Failed to delete heap snapshot ${writtenPath}: ${err.message}\n`);
});
}
}
async function getAllMemoryUsage(serverProcess: ChildProcess) {
const pid = serverProcess.pid!;
return {
...await getMemoryUsage(pid),
...await getSmapsRollupMemoryUsage(pid),
...await getRuntimeMemoryUsage(serverProcess),
};
}
async function measureMemory() {
// Start the Misskey backend server using fork to enable IPC
const serverProcess = fork(join(__dirname, '../built/entry.js'), [], {
cwd: join(__dirname, '..'),
env: {
...process.env,
NODE_ENV: 'production',
MK_DISABLE_CLUSTERING: '1',
MK_ONLY_SERVER: '1',
MK_NO_DAEMONS: '1',
},
stdio: ['pipe', 'pipe', 'pipe', 'ipc'],
execArgv: [...process.execArgv, '--expose-gc'],
});
let serverReady = false;
// Listen for the 'ok' message from the server indicating it's ready
serverProcess.on('message', (message) => {
if (message === 'ok') {
serverReady = true;
}
});
// Handle server output
serverProcess.stdout?.on('data', (data) => {
process.stderr.write(`[server stdout] ${data}`);
});
serverProcess.stderr?.on('data', (data) => {
process.stderr.write(`[server stderr] ${data}`);
});
// Handle server error
serverProcess.on('error', (err) => {
process.stderr.write(`[server error] ${err}\n`);
});
async function triggerGc() {
const ok = waitForMessage(
serverProcess,
isGcMessage,
'GC completion',
);
serverProcess.send('gc');
const message = await ok;
if (message === 'gc unavailable') {
throw new Error('GC is unavailable. Start the process with --expose-gc to enable this feature.');
}
await setTimeout(1000);
}
//function createRequest() {
// return new Promise((resolve, reject) => {
// const req = http.request({
// host: 'localhost',
// port: 61812,
// path: '/api/meta',
// method: 'POST',
// }, (res) => {
// res.on('data', () => { });
// res.on('end', () => {
// resolve();
// });
// });
// req.on('error', (err) => {
// reject(err);
// });
// req.end();
// });
//}
// Wait for server to be ready or timeout
const startupStartTime = Date.now();
while (!serverReady) {
if (Date.now() - startupStartTime > STARTUP_TIMEOUT) {
serverProcess.kill('SIGTERM');
throw new Error('Server startup timeout');
}
await setTimeout(100);
}
const startupTime = Date.now() - startupStartTime;
process.stderr.write(`Server started in ${startupTime}ms\n`);
// Wait for memory to settle
await setTimeout(MEMORY_SETTLE_TIME);
//const beforeGc = await getAllMemoryUsage(serverProcess);
await triggerGc();
const memoryUsageAfterGC = await getAllMemoryUsage(serverProcess);
//// create some http requests to simulate load
//await Promise.all(
// Array.from({ length: REQUEST_COUNT }).map(() => createRequest()),
//);
//await triggerGc();
//const afterRequest = await getAllMemoryUsage(serverProcess);
const heapSnapshotAfterGc = await getHeapSnapshotStatistics(serverProcess);
// Stop the server
serverProcess.kill('SIGTERM');
// Wait for process to exit
let exited = false;
await new Promise((resolve) => {
serverProcess.on('exit', () => {
exited = true;
resolve(undefined);
});
// Force kill after 10 seconds if not exited
setTimeout(10000).then(() => {
if (!exited) {
serverProcess.kill('SIGKILL');
}
resolve(undefined);
});
});
const result = {
timestamp: new Date().toISOString(),
phases: {
//beforeGc,
afterGc: {
memoryUsage: memoryUsageAfterGC,
heapSnapshot: heapSnapshotAfterGc,
},
//afterRequest,
},
};
return result;
}
export type MemoryReportRaw = {
timestamp: string;
sampleCount: number;
measurement: {
startupTimeoutMs: number;
memorySettleTimeMs: number;
ipcTimeoutMs: number;
requestCount: number;
heapSnapshot: {
enabled: boolean;
timeoutMs: number;
breakdownTopN: number;
};
};
samples: Awaited<ReturnType<typeof measureMemory>>[];
};
async function main() {
const results = [];
for (let i = 0; i < SAMPLE_COUNT; i++) {
process.stderr.write(`Starting sample ${i + 1}/${SAMPLE_COUNT}\n`);
const res = await measureMemory();
results.push(res);
}
const result: MemoryReportRaw = {
timestamp: new Date().toISOString(),
sampleCount: SAMPLE_COUNT,
measurement: {
startupTimeoutMs: STARTUP_TIMEOUT,
memorySettleTimeMs: MEMORY_SETTLE_TIME,
ipcTimeoutMs: IPC_TIMEOUT,
requestCount: REQUEST_COUNT,
heapSnapshot: {
enabled: HEAP_SNAPSHOT,
timeoutMs: HEAP_SNAPSHOT_TIMEOUT,
breakdownTopN: HEAP_SNAPSHOT_BREAKDOWN_TOP_N,
},
},
samples: results,
};
// Output as JSON to stdout
console.log(JSON.stringify(result, null, 2));
}
main().catch((err) => {
console.error(JSON.stringify({
error: err.message,
timestamp: new Date().toISOString(),
}));
process.exit(1);
});