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profiler.js
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430 lines (373 loc) · 12.5 KB
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'use strict'
const { EventEmitter } = require('events')
const dc = require('dc-polyfill')
const crashtracker = require('../crashtracking')
const log = require('../log')
const { Config } = require('./config')
const { snapshotKinds } = require('./constants')
const { threadNamePrefix } = require('./profilers/shared')
const { isWebServerSpan, endpointNameFromTags, getStartedSpans } = require('./webspan-utils')
const profileSubmittedChannel = dc.channel('datadog:profiling:profile-submitted')
const spanFinishedChannel = dc.channel('dd-trace:span:finish')
function findWebSpan (startedSpans, spanId) {
for (let i = startedSpans.length; --i >= 0;) {
const ispan = startedSpans[i]
const context = ispan.context()
if (context._spanId === spanId) {
if (isWebServerSpan(context._tags)) {
return true
}
spanId = context._parentId
}
}
return false
}
const MISSING_SOURCE_MAPS_TOKEN = 'dd:has-missing-map-files'
function profileHasMissingSourceMaps (profile) {
const strings = profile?.stringTable?.strings
if (!strings) return false
return profile.comment?.some(idx => strings[idx] === MISSING_SOURCE_MAPS_TOKEN) ?? false
}
function processInfo (infos, info, type) {
if (Object.keys(info).length > 0) {
infos[type] = info
}
}
class Profiler extends EventEmitter {
#compressionFn
#compressionFnInitialized = false
#compressionOptions
#config
#customLabelKeys = new Set()
#enabled = false
#endpointCounts = new Map()
#lastStart
#logger
#profileSeq = 0
#spanFinishListener
#timer
constructor () {
super()
this._timeoutInterval = undefined
}
get serverless () { return false }
get flushInterval () {
return this.#config?.flushInterval
}
get enabled () {
return this.#enabled
}
/**
* Declares the set of custom label keys that will be used with
* {@link runWithLabels}. This is used for profile upload metadata and
* for pprof serialization optimization (low-cardinality deduplication).
*
* @param {Iterable<string>} keys - Custom label key names
*/
setCustomLabelKeys (keys) {
this.#customLabelKeys.clear()
for (const key of keys) {
this.#customLabelKeys.add(key)
}
if (this.#config) {
for (const profiler of this.#config.profilers) {
profiler.setCustomLabelKeys?.(this.#customLabelKeys)
}
}
}
/**
* Runs a function with custom profiling labels attached to wall profiler samples.
*
* @param {Record<string, string | number>} labels - Custom labels to attach
* @param {function(): T} fn - Function to execute with the labels
* @returns {T} The return value of fn
* @template T
*/
runWithLabels (labels, fn) {
if (!this.#enabled || !this.#config) {
return fn()
}
for (const profiler of this.#config.profilers) {
if (profiler.runWithLabels) {
return profiler.runWithLabels(labels, fn)
}
}
return fn()
}
#getCompressionFn () {
if (!this.#compressionFnInitialized) {
this.#compressionFnInitialized = true
try {
const { promisify } = require('util')
const zlib = require('zlib')
const { method, level: clevel } = this.#config.uploadCompression
switch (method) {
case 'gzip':
this.#compressionFn = promisify(zlib.gzip)
if (clevel !== undefined) {
this.#compressionOptions = {
level: clevel,
}
}
break
case 'zstd':
// eslint-disable-next-line n/no-unsupported-features/node-builtins
if (typeof zlib.zstdCompress === 'function') {
// eslint-disable-next-line n/no-unsupported-features/node-builtins
this.#compressionFn = promisify(zlib.zstdCompress)
if (clevel !== undefined) {
this.#compressionOptions = {
params: {
// eslint-disable-next-line n/no-unsupported-features/node-builtins
[zlib.constants.ZSTD_c_compressionLevel]: clevel,
},
}
}
} else {
const zstdCompress = require('@datadog/libdatadog').load('datadog-js-zstd').zstd_compress
const level = clevel ?? 0 // 0 is zstd default compression level
this.#compressionFn = (buffer) => Promise.resolve(Buffer.from(zstdCompress(buffer, level)))
}
break
}
} catch (error) {
log.error(error)
}
}
return this.#compressionFn
}
/**
* @param {import('../config/config-base')} options - Tracer configuration
*/
start (options) {
if (this.enabled) return true
this.#enabled = true
const config = this.#config = new Config(options)
this.#logger = config.logger
this._setInterval()
// Log errors if the source map finder fails, but don't prevent the rest
// of the profiler from running without source maps.
let mapper
const { setLogger, SourceMapper } = require('@datadog/pprof')
setLogger(config.logger)
if (config.sourceMap) {
mapper = new SourceMapper(config.debugSourceMaps)
mapper.loadDirectory(process.cwd())
.then(() => {
if (config.debugSourceMaps) {
const count = mapper.infoMap.size
this.#logger.debug(() => {
return count === 0
? 'Found no source maps'
: `Found source maps for following files: [${[...mapper.infoMap.keys()].join(', ')}]`
})
}
})
.catch((error) => {
log.error(error)
})
}
try {
const start = new Date()
const nearOOMCallback = this.#nearOOMExport.bind(this)
for (const profiler of config.profilers) {
// TODO: move this out of Profiler when restoring sourcemap support
profiler.start({
mapper,
nearOOMCallback,
})
this.#logger.debug(`Started ${profiler.type} profiler in ${threadNamePrefix} thread`)
}
if (config.endpointCollectionEnabled) {
this.#spanFinishListener = this.#onSpanFinish.bind(this)
spanFinishedChannel.subscribe(this.#spanFinishListener)
}
this._capture(this._timeoutInterval, start)
} catch (error) {
log.error(error)
this.#stop()
return false
}
return true
}
#nearOOMExport (profileType, encodedProfile, info) {
const start = this.#lastStart
const end = new Date()
const infos = this.#createInitialInfos()
processInfo(infos, info, profileType)
this.#submit({
[profileType]: encodedProfile,
}, infos, start, end, snapshotKinds.ON_OUT_OF_MEMORY)
}
_setInterval () {
this._timeoutInterval = this.#config.flushInterval
}
stop () {
if (!this.enabled) return
// collect and export current profiles
// once collect returns, profilers can be safely stopped
this._collect(snapshotKinds.ON_SHUTDOWN, false)
this.#stop()
}
#stop () {
if (!this.enabled) return
this.#enabled = false
if (this.#spanFinishListener !== undefined) {
spanFinishedChannel.unsubscribe(this.#spanFinishListener)
this.#spanFinishListener = undefined
}
for (const profiler of this.#config.profilers) {
profiler.stop()
this.#logger.debug(`Stopped ${profiler.type} profiler in ${threadNamePrefix} thread`)
}
clearTimeout(this.#timer)
this.#timer = undefined
}
_capture (timeout, start) {
if (!this.enabled) return
this.#lastStart = start
if (!this.#timer || timeout !== this._timeoutInterval) {
this.#timer = setTimeout(() => this._collect(snapshotKinds.PERIODIC), timeout)
this.#timer.unref()
} else {
this.#timer.refresh()
}
}
#onSpanFinish (span) {
const context = span.context()
const tags = context._tags
if (!isWebServerSpan(tags)) return
const endpointName = endpointNameFromTags(tags)
if (!endpointName) return
// Make sure this is the outermost web span, just in case so we don't overcount
if (findWebSpan(getStartedSpans(context), context._parentId)) return
let counter = this.#endpointCounts.get(endpointName)
if (counter === undefined) {
counter = { count: 1 }
this.#endpointCounts.set(endpointName, counter)
} else {
counter.count++
}
}
#createInitialInfos () {
return {
serverless: this.serverless,
settings: this.#config.systemInfoReport,
hasMissingSourceMaps: false,
}
}
async _collect (snapshotKind, restart = true) {
if (!this.enabled) return
try {
if (this.#config.profilers.length === 0) {
throw new Error('No profile types configured.')
}
const startDate = this.#lastStart
const endDate = new Date()
const profiles = []
crashtracker.withProfilerSerializing(() => {
// collect profiles synchronously so that profilers can be safely stopped asynchronously
for (const profiler of this.#config.profilers) {
const info = profiler.getInfo()
const profile = profiler.profile(restart, startDate, endDate)
if (!restart) {
this.#logger.debug(`Stopped ${profiler.type} profiler in ${threadNamePrefix} thread`)
}
if (!profile) continue
profiles.push({ profiler, profile, info })
}
})
if (restart) {
this._capture(this._timeoutInterval, endDate)
}
let hasEncoded = false
const encodedProfiles = {}
const infos = this.#createInitialInfos()
const compressionFn = this.#getCompressionFn()
// encode and export asynchronously
await Promise.all(profiles.map(async ({ profiler, profile, info }) => {
try {
const encoded = await profiler.encode(profile)
const compressed = encoded instanceof Buffer && compressionFn !== undefined
? await compressionFn(encoded, this.#compressionOptions)
: encoded
encodedProfiles[profiler.type] = compressed
if (profileHasMissingSourceMaps(profile)) {
infos.hasMissingSourceMaps = true
}
processInfo(infos, info, profiler.type)
this.#logger.debug(() => {
const profileJson = JSON.stringify(profile, (_, value) => {
return typeof value === 'bigint' ? value.toString() : value
})
return `Collected ${profiler.type} profile: ` + profileJson
})
hasEncoded = true
} catch (error) {
// If encoding one of the profile types fails, we should still try to
// encode and submit the other profile types.
log.error(error)
}
}))
if (hasEncoded) {
await this.#submit(encodedProfiles, infos, startDate, endDate, snapshotKind)
profileSubmittedChannel.publish()
this.#logger.debug('Submitted profiles')
}
} catch (error) {
log.error(error)
this.#stop()
}
}
#submit (profiles, infos, start, end, snapshotKind) {
const { tags } = this.#config
// Flatten endpoint counts
const endpointCounts = {}
for (const [endpoint, { count }] of this.#endpointCounts) {
endpointCounts[endpoint] = count
}
this.#endpointCounts.clear()
tags.snapshot = snapshotKind
tags.profile_seq = this.#profileSeq++
const customAttributes = this.#customLabelKeys.size > 0
? [...this.#customLabelKeys]
: undefined
const exportSpec = { profiles, infos, start, end, tags, endpointCounts, customAttributes }
const tasks = this.#config.exporters.map(exporter =>
exporter.export(exportSpec).catch(error => {
log.warn(error)
})
)
return Promise.all(tasks)
}
}
class ServerlessProfiler extends Profiler {
#profiledIntervals = 0
#interval = 1 // seconds
#flushAfterIntervals
constructor () {
super()
this.#profiledIntervals = 0
this.#interval = 1
this.#flushAfterIntervals = undefined
}
get serverless () { return true }
get profiledIntervals () {
return this.#profiledIntervals
}
_setInterval () {
this._timeoutInterval = this.#interval * 1000
this.#flushAfterIntervals = this.flushInterval / 1000
}
async _collect (snapshotKind, restart = true) {
if (this.#profiledIntervals >= this.#flushAfterIntervals || !restart) {
this.#profiledIntervals = 0
await super._collect(snapshotKind, restart)
} else {
this.#profiledIntervals += 1
this._capture(this._timeoutInterval, new Date())
// Don't submit profile until 65 (flushAfterIntervals) intervals have elapsed
}
}
}
module.exports = { Profiler, ServerlessProfiler }