diff --git a/docs/contexts.md b/docs/contexts.md index a1c60ed..8e1e6e8 100644 --- a/docs/contexts.md +++ b/docs/contexts.md @@ -146,6 +146,22 @@ To make tracing work with default settings, you only need to set `appTracingEnab - `appTracingSampler: {type: string; param: number}` - allows to tune probability with which spans would be sent to the tracing system (by default NodeKit sends all spans) - `appTracingAgentHost: string` and `appTracingAgentPort: number` allow to change default jaeger agent location +## Telemetry statistics + +To collect timing statitistics from your app, you need to prepare your own clickhouse-server and provide required options in your config: + +```ts +interface AppConfig { + /* Required telemetry options */ + appTelemetryChHost?: string; + appTelemetryChAuth?: string; // 'login:password' + appTelemetryChDatabase?: string; + // ... +} +``` + +See more details on [Telemetry](httsp://github.com/gravity-ui/nodekit/blob/main/docs/telemetry.md) page. + ## Metrics **This feature is not implemented yet, but it's on our roadmap. See [this issue](https://github.com/gravity-ui/nodekit/issues/3).** diff --git a/docs/telemetry.md b/docs/telemetry.md new file mode 100644 index 0000000..6c56631 --- /dev/null +++ b/docs/telemetry.md @@ -0,0 +1,124 @@ +## Send statistics to ClickHouse + +NodeKit provides functionality to send some statistics to ClickHouse. The data from ClickHouse might be useful to analyse work of you application or create some visual dashboards. + +Standard configuration describes the schema for default table `apiRequests` wich fits to collect statistics from your controllers or middlewares. Default configuration describese base set of filed for the table but you can extend it, also you can add your tables with custom schemes to write your specific data. + +## Quick start + +You need to prepare your own ClickHouse-cluster (it is recommended to have at least 2 hosts) and: + +1. Create your a database (for example `dbName`). +2. Create default table `apiRequests` in the database (see query below). + +```sql +CREATE TABLE IF NOT EXISTS dbName.apiRequests ON CLUSTER '{cluster}' ( +timestamp DateTime, +host String, +service LowCardinality(String), +action LowCardinality(String), +responseStatus UInt16, +requestTime UInt32, +requestId String, +requestMethod LowCardinality(String), +requestUrl String +) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{shard}/dbName.apiRequests', '{replica}') +PARTITION BY toMonday(timestamp) ORDER BY (responseStatus, timestamp) +``` + +Probably you want to set TTL for your table to remove old rows automatically. You need to choose your time range accourding to your requirements and qouta siz, for example, if you want to store statitstics for last 100 days use query: + +```sql +ALTER TABLE dbName.apiRequests ON cluster '{cluster}' MODIFY TTL timestamp + INTERVAL 100 DAY DELETE; +``` + +Query to check if TTL already configured for your table: + +```sql +SHOW CREATE TABLE dbName.apiRequests; +``` + +### Configuration + +To configure standard telemetry it is enough to provide following option: +`appTelemetryChHost` — host of your cluster to connect +`appTelemetryChDatabase` — name of your database +`appTelemetryChAuth` – auth credentials in format: `login:password` + +, other options: +`appTelemetryChPort` – default 8443 +`appTelemetryChTables` – object with description of custom tables (see explanation below) +`appTelemetryChBatchSize` – count of rows to send within a batch requests (default 30) +`appTelemetryChBacklogSize` – queue size (default 500) + +### How it works + +`ctx.stats` just adds a row in table queue to send, it returns nothing. All the work is done as a background task. So your application should not expect anything as result. Collected rows from a queue are sent when the queue size is equal to `appTelemeteryChBatchSize` value, if the request is failed the rows will be put back to the queue. Also all queued rows might be sent from quey by timeout in 5 seconds. If queue size is reached `appTelemetryChBacklogSize` value then older rows will be displaced with new ones. + +ClickHouse does not support several queries in one request, so separate queue is created for each configured table. + +### `apiRequets` table + +You don't need to provide table name if you want to write statistics to default table `apiRequests`: + +```ts +ctx.stats({ + service: 'iam', + action: 'login', + requestId: req.id, + requestMethod: 'POST', + requestUrl: `${iamEndpoint}/v1/console/login`, + requestTime: ctx.getTime(), + responseStatus: 200, +}); +``` + +also `timestamp` and `host` are added automatically for this table, but for custom tables it is up to you. + +`requestTime` - time duration of some operation in ms, in case your operation is wrapped by a context it is good idea to use `ctx.getTime()` for the value, but in other cases you need to calculate `requestTime` by self. + +### `appTelemetryChTable` explanation (custom tables) + +```ts +appTelemetryChTable?: Record>; +``` + +The field is used to construct `INSERT`-queries to described tables with following rules: + +- `string`-values are escaped and wrapped with quotas, +- `nubmer`-values are parsed with `parseFload` call and validated with `isNaN` +- `timestamp`-values are parsed as `nubmer`-values and converted to seconds `Math.floor(ms / 1000)` +- missing fieldNames will not be sent + +##### Example of custom table: + +```ts +// Add description of required tables to your config +cosnt config: AppConfig = { + appTelemetryChTables: { + requests: { // `requests` table + url: 'string', + latency: 'number', + status: 'number', + timestamp: 'number', + }, + events: { // `events` table + type: 'string', + message: 'string', + timestamp: 'number', + }, + }, + // ... +} + +// Use ctx.stats in your code +ctx.stats('events', { + type: 'fatal', + timestamp: new Date().getTime(), + message: 'Summer is over' +}); +``` + +### Environment variables + +- `APP_DEBUG_TELEMETRY_CH` - if not empty detailed logging mode of queries will be activated diff --git a/package-lock.json b/package-lock.json index 3681244..1eccdab 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,63 +1,30 @@ { "name": "@gravity-ui/nodekit", "version": "0.1.0", - "lockfileVersion": 2, + "lockfileVersion": 1, "requires": true, - "packages": { - "": { - "name": "@gravity-ui/nodekit", - "version": "0.1.0", - "license": "MIT", - "dependencies": { - "dotenv": "^16.0.3", - "jaeger-client": "^3.19.0", - "opentracing": "^0.14.7", - "pino": "^8.8.0", - "pino-pretty": "^9.1.1" - }, - "devDependencies": { - "@gravity-ui/eslint-config": "^1.0.2", - "@gravity-ui/prettier-config": "^1.0.1", - "@gravity-ui/tsconfig": "^1.0.0", - "@types/jaeger-client": "^3.18.4", - "@types/jest": "^29.2.3", - "@types/node": "^18.11.9", - "@types/pino": "^7.0.5", - "eslint": "^8.28.0", - "husky": "^8.0.2", - "jest": "^29.3.1", - "prettier": "^2.8.0", - "tsc-watch": "^5.0.3", - "typescript": "^4.5.0" - } - }, - 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"sha512-cwiTb08Xuv5fqF4AovYacTFNxk62th7LKJ6BL9IGUpTJrWoU7/7WdQGTP2SjKf1dUNBGzDd28p/Yfs/GI6JrLw==", "dev": true, "requires": { "cliui": "^8.0.1", diff --git a/package.json b/package.json index 392a3a3..8a2baad 100644 --- a/package.json +++ b/package.json @@ -5,7 +5,8 @@ "main": "dist/index.js", "types": "dist/index.d.ts", "scripts": { - "test": "npm run build && eslint . && jest", + "test": "npm run build && npm run test:unit", + "test:unit": "jest --testPathPattern=dist/tests", "build": "rm -rf dist && tsc", "prepublishOnly": "npm run build && rm -rf dist/tests", "watch": "tsc -w", @@ -25,9 +26,10 @@ "@types/jest": "^29.2.3", "@types/node": "^18.11.9", "@types/pino": "^7.0.5", + "axios": "^0.21.4", "eslint": "^8.28.0", "husky": "^8.0.2", - "jest": "^29.3.1", + "jest": "^29.5.0", "prettier": "^2.8.0", "tsc-watch": "^5.0.3", "typescript": "^4.5.0" @@ -38,5 +40,8 @@ "opentracing": "^0.14.7", "pino": "^8.8.0", "pino-pretty": "^9.1.1" + }, + "peerDependencies": { + "axios": "^0.21.4" } } diff --git a/src/lib/context.ts b/src/lib/context.ts index 8746f63..70500b2 100644 --- a/src/lib/context.ts +++ b/src/lib/context.ts @@ -14,12 +14,18 @@ interface ContextInitialParams { config: AppConfig; logger: pino.Logger; tracer: JaegerTracer; + stats: AppTelemetrySendStats; parentSpanContext?: SpanContext; utils: NodeKit['utils']; loggerPostfix?: string; tags?: Dict; } +export interface AppTelemetrySendStats { + (table: string, data: {[name: string]: string | number}): void; + (data: {[name: string]: string | number}): void; +} + interface ContextParentParams extends Pick { parentContext: AppContext; @@ -35,6 +41,7 @@ export class AppContext { config: AppConfig; parentContext?: AppContext; utils: NodeKit['utils']; + stats: AppTelemetrySendStats; protected appParams: AppContextParams; protected name: string; @@ -63,6 +70,7 @@ export class AppContext { tags: this.utils.redactSensitiveKeys(params.tags || {}), childOf: params.parentSpanContext || params.parentContext?.span, }); + this.stats = params.parentContext.stats; } else if (params.config && params.logger && params.tracer && params.utils) { this.appParams = {}; this.config = params.config; @@ -71,6 +79,7 @@ export class AppContext { this.utils = params.utils; this.loggerPrefix = ''; this.loggerPostfix = params.loggerPostfix || ''; + this.stats = params.stats; } else { throw new Error( 'AppContext constructor requires either parent context or configuration', diff --git a/src/lib/telemetry/clickhouse.ts b/src/lib/telemetry/clickhouse.ts new file mode 100644 index 0000000..427b555 --- /dev/null +++ b/src/lib/telemetry/clickhouse.ts @@ -0,0 +1,170 @@ +import {TelemetryClickhouseTableDescription, Dict} from '../../types'; +import {prepareBatchedQueue, DEFAULT_BACKLOG_SIZE, DEFAULT_BATCH_SIZE} from '../utils/batch'; +import https from 'https'; +import axios, {AxiosError} from 'axios'; +import os from 'os'; +import type {AppContext} from '../context'; + +function escape(input = '') { + return input.replace(/\\/g, '\\').replace(/'/g, "\\'"); +} + +interface InsertData { + [name: string]: number | string; +} + +const DEFAULT_TABLE_NAME = 'apiRequests'; + +const DEFAULT_TABLES: Record = { + [DEFAULT_TABLE_NAME]: { + service: 'string', + action: 'string', + responseStatus: 'number', + requestId: 'string', + requestTime: 'number', + requestMethod: 'string', + requestUrl: 'string', + timestamp: 'timestamp', + host: 'string', + responseSize: 'number', + traceId: 'string', + userId: 'string', + }, +}; + +export function prepareClickhouseClient(ctx: Pick) { + const config = ctx.config; + + const credentials = config.appTelemetryChAuth && config.appTelemetryChAuth.split(':'); + const user = credentials && credentials[0]; + const password = credentials && credentials[1]; + + const port = config.appTelemetryChPort || 8443; + + const isActive = config.appTelemetryChHost && user && password && config.appTelemetryChDatabase; + + if (!isActive) { + return () => {}; + } + + const dbName = config.appTelemetryChDatabase; + const tables = Object.assign({}, DEFAULT_TABLES, config.appTelemetryChTables); + + const batchSize = config.appTelemetryChBatchSize || DEFAULT_BATCH_SIZE; + const backlogSize = config.appTelemetryChBacklogSize || DEFAULT_BACKLOG_SIZE; + + const httpsAgent = new https.Agent({keepAlive: true}); + const axiosInstance = axios.create({httpsAgent}); + + function prepareInsertValues(table: TelemetryClickhouseTableDescription, data: InsertData) { + const columns = Object.keys(table); + + const values = columns + .map((columnName) => { + const columnType = table[columnName]; + if (columnType === 'number') { + const numberData = parseFloat(data[columnName] as string); + if (isNaN(numberData)) { + return 0; + } else { + return `${numberData}`; + } + } else if (columnType === 'timestamp') { + const numberData = parseFloat(data[columnName] as string); + if (isNaN(numberData)) { + return 0; + } else { + return `${Math.floor(numberData / 1000)}`; + } + } else if (columnType === 'string') { + if (data[columnName]) { + return `'${escape(data[columnName].toString())}'`; + } else { + return "''"; + } + } else { + return 'incorrect'; + } + }) + .join(','); + + return `(${values})`; + } + + function sendBatchToClickhouseTable(tableName: string) { + const table = tables && tables[tableName]; + if (!table) { + throw new Error(`NodeKit Telemetry: unknown table name '${tableName}'`); + } + const tableColumns = Object.keys(table); + + return function sendBatchToClickhouse(batch: InsertData[]) { + const insertValues = batch.map((line) => prepareInsertValues(table, line)).join(','); + + const query = `INSERT INTO ${dbName}.${tableName} (${tableColumns.join( + ',', + )}) Values ${insertValues}`; + + if (process.env.APP_DEBUG_TELEMETRY_CH) { + ctx.log('[debug] NodeKit Telemetry: query prepared', {query}); + } + + return axiosInstance.post(`https://${config.appTelemetryChHost}:${port}`, query, { + params: { + query: '', + user, + password, + }, + }); + }; + } + + const queues: {[name: string]: {push: Function}} = {}; + Object.keys(tables as object).forEach((tableName: string) => { + queues[tableName] = prepareBatchedQueue({ + fn: sendBatchToClickhouseTable(tableName), + logError: (message: string, error?: AxiosError, extra?: Dict) => { + if (error?.config?.params?.password) { + error.config.params.password = '[REDACTED]'; + } + ctx.logError(message, error, extra); + }, + backlogSize, + batchSize, + }); + }); + + function sendStats(inputData: object): void; + function sendStats(inputTableName: string, inputData: object): void; + function sendStats(inputTableName: string | object, inputData?: object): void { + let tableName: string; + let data: object; + if (inputData) { + tableName = inputTableName as string; + data = inputData; + } else { + tableName = DEFAULT_TABLE_NAME; + data = inputTableName as object; + } + + const dataToPush = Object.keys(DEFAULT_TABLES).includes(tableName) + ? { + host: os.hostname(), + timestamp: Date.now(), + ...data, + } + : data; + + if (config.appTelemetryChMirrorToLogs) { + ctx.log('nodekit-telemetry-stats', {tableName, data: dataToPush}); + } + + if (queues[tableName]) { + queues[tableName].push(dataToPush); + } else { + ctx.logError(`NodeKit Telemetry: unknown table '${tableName}'`); + } + } + + return sendStats; +} diff --git a/src/lib/utils/batch.ts b/src/lib/utils/batch.ts new file mode 100644 index 0000000..63c35d0 --- /dev/null +++ b/src/lib/utils/batch.ts @@ -0,0 +1,98 @@ +import type {AppContext} from '../context'; + +export const TICK_INTERVAL = 3000; + +export const DEFAULT_BACKLOG_SIZE = 500; +export const DEFAULT_BATCH_SIZE = 50; +export const DEFAULT_RETRIES_NUMBER = 3; + +interface BatchedQueueArgs { + fn: Function; + logError?: AppContext['logError']; + backlogSize?: number; + batchSize?: number; + retriesNumber?: number; +} + +interface QueueMessage { + retries: number; + payload: unknown; +} + +interface QueueAcc { + pending: QueueMessage[]; + failed: QueueMessage[]; +} + +export function prepareBatchedQueue({ + fn, + // eslint-disable-next-line no-console + logError = console.error, + backlogSize = DEFAULT_BACKLOG_SIZE, + batchSize = DEFAULT_BATCH_SIZE, + retriesNumber = DEFAULT_RETRIES_NUMBER, +}: BatchedQueueArgs) { + let queue: QueueMessage[] = []; + let lastError: Error; + + function cleanup() { + const queueLength = queue.length; + if (queueLength > backlogSize) { + const deleteCount = queueLength - backlogSize; + queue.splice(0, deleteCount); + logError('NodeKit Telemetry: old payloads removed from queue', null, { + queueLength, + deleteCount, + }); + } + + const {pending, failed} = queue.reduce( + (acc, element) => { + acc[element.retries > 0 ? 'pending' : 'failed'].push(element); + return acc; + }, + {pending: [], failed: []}, + ); + + if (failed.length > 0) { + logError('NodeKit Telemetry: failed to process batch', lastError, { + batchSize: failed.length, + }); + } + + queue = pending; + } + + function send() { + if (!queue.length) { + return; + } + + const batch = queue.splice(0, Math.min(batchSize, queue.length)); + fn(batch.map((element) => element.payload)).catch((error: Error) => { + lastError = error; + batch.forEach((element) => { + element.retries -= 1; + }); + queue.unshift(...batch); + }); + } + + const tickIntervalTimer = setInterval(() => { + cleanup(); + send(); + }, TICK_INTERVAL); + process.on('SIGTERM', () => clearInterval(tickIntervalTimer)); + + function getBacklogSize() { + return queue.length; + } + + function push(payload: unknown) { + queue.push({ + retries: retriesNumber, + payload, + }); + } + return {push, getBacklogSize}; +} diff --git a/src/nodekit.ts b/src/nodekit.ts index 3d022c8..6918729 100644 --- a/src/nodekit.ts +++ b/src/nodekit.ts @@ -11,6 +11,7 @@ import { prepareSensitiveKeysRedacter, SensitiveKeysRedacter, } from './lib/utils/redact-sensitive-keys'; +import {prepareClickhouseClient} from './lib/telemetry/clickhouse'; interface InitOptions { disableDotEnv?: boolean; @@ -89,8 +90,11 @@ export class NodeKit { logger: this.logger, tracer: this.tracer, utils: this.utils, + stats: () => {}, }); + this.ctx.stats = prepareClickhouseClient(this.ctx); + this.addShutdownHandler(() => { return new Promise((resolve) => { this.tracer.close?.(() => resolve()); diff --git a/src/tests/basic.test.ts b/src/tests/basic.test.ts deleted file mode 100644 index ad078ce..0000000 --- a/src/tests/basic.test.ts +++ /dev/null @@ -1,3 +0,0 @@ -test('do something', () => { - expect(true).toBe(true); -}); diff --git a/src/tests/batch.test.ts b/src/tests/batch.test.ts new file mode 100644 index 0000000..94d9080 --- /dev/null +++ b/src/tests/batch.test.ts @@ -0,0 +1,128 @@ +'use strict'; + +import {prepareBatchedQueue, TICK_INTERVAL} from '../lib/utils/batch'; + +jest.useFakeTimers({legacyFakeTimers: true}); + +const getSendHelpers = () => { + let sendShouldFail = false; + let sent: Array = []; + + return { + send: (messages: typeof sent) => { + return new Promise((resolve, reject) => { + if (sendShouldFail) { + reject('sending failed'); + } else { + sent = sent.concat(messages); + resolve(); + } + }); + }, + getSent: () => sent, + setSendToFail: () => { + sendShouldFail = true; + }, + setSendToSucceed: () => { + sendShouldFail = false; + }, + }; +}; + +const getRandomArray = (n = 10, getValue = () => Math.random()) => + Array(n).fill(undefined).map(getValue); +const sum = (arr: Array) => arr.reduce((acc, current) => acc + current, 0); +const flushPromises = () => new Promise((resolve) => process.nextTick(resolve)); + +it('successfully sends payloads', async () => { + const messages = getRandomArray(); + const correctSum = sum(messages); + + const {send, getSent} = getSendHelpers(); + const {push} = prepareBatchedQueue({fn: send}); + + messages.forEach(push); + + jest.advanceTimersByTime(TICK_INTERVAL); + + expect(sum(getSent())).toEqual(correctSum); +}); + +it('correctly manages backlog of messages', async () => { + const messages = getRandomArray(150, () => 1); + + const {send, getSent} = getSendHelpers(); + const {push, getBacklogSize} = prepareBatchedQueue({ + fn: send, + backlogSize: 150, + batchSize: 50, + }); + + messages.forEach(push); + expect(getBacklogSize()).toEqual(150); + + jest.advanceTimersByTime(TICK_INTERVAL); + expect(getBacklogSize()).toEqual(100); + expect(sum(getSent())).toEqual(50); + + jest.advanceTimersByTime(TICK_INTERVAL); + expect(getBacklogSize()).toEqual(50); + expect(sum(getSent())).toEqual(100); + + jest.advanceTimersByTime(TICK_INTERVAL); + expect(getBacklogSize()).toEqual(0); + expect(sum(getSent())).toEqual(150); +}); + +it('retries to send failed payloads', async () => { + const messages = getRandomArray(); + const correctSum = sum(messages); + + const {send, getSent, setSendToFail, setSendToSucceed} = getSendHelpers(); + const {push} = prepareBatchedQueue({fn: send, logError: () => {}}); + + setSendToFail(); + messages.forEach(push); + + jest.advanceTimersByTime(TICK_INTERVAL); + expect(getSent().length).toEqual(0); + + // advanceTimersByTime не работает с промисами + await flushPromises(); + + setSendToSucceed(); + jest.advanceTimersByTime(TICK_INTERVAL); + expect(sum(getSent())).toEqual(correctSum); +}); + +it('does not retry more than three times', async () => { + const messages = getRandomArray(); + + const {send, getSent, setSendToFail} = getSendHelpers(); + const {push, getBacklogSize} = prepareBatchedQueue({fn: send, logError: () => {}}); + + setSendToFail(); + messages.forEach(push); + + jest.advanceTimersByTime(TICK_INTERVAL * 5); + expect(getSent().length).toEqual(0); + expect(getBacklogSize()).toEqual(0); +}); + +it('does not overflow backlog', async () => { + const messages = getRandomArray(200, () => 1); + const LIMITED_BACKLOG_SIZE = 50; + + const {send, getSent} = getSendHelpers(); + const {push} = prepareBatchedQueue({ + fn: send, + backlogSize: LIMITED_BACKLOG_SIZE, + logError: () => {}, + }); + + messages.forEach(push); + + // Ждем подольше, чтобы успели отработать все батчи + jest.advanceTimersByTime(TICK_INTERVAL * 5); + expect(sum(getSent())).toEqual(LIMITED_BACKLOG_SIZE); +}); diff --git a/src/types.ts b/src/types.ts index 0d17793..2bb2e43 100644 --- a/src/types.ts +++ b/src/types.ts @@ -16,6 +16,15 @@ export interface AppConfig { appTracingSampler?: {type: string; param: number}; appTracingAgentHost?: string; appTracingAgentPort?: number; + + appTelemetryChHost?: string; + appTelemetryChPort?: string; + appTelemetryChAuth?: string; + appTelemetryChDatabase?: string; + appTelemetryChTables?: {[name: string]: {[name: string]: 'number' | 'string' | 'timestamp'}}; + appTelemetryChBatchSize?: number; + appTelemetryChBacklogSize?: number; + appTelemetryChMirrorToLogs?: boolean; } export interface AppContextParams {} @@ -25,3 +34,6 @@ export type Dict = {[key: string]: unknown}; export interface ShutdownHandler { (): Promise; } +export interface TelemetryClickhouseTableDescription { + [name: string]: 'number' | 'string' | 'timestamp'; +}