Files
stablyai--orca/config/scripts/compare-benchmark-artifacts.mjs
2026-07-13 13:05:33 +08:00

395 lines
12 KiB
JavaScript

import { mkdirSync, readFileSync, writeFileSync } from 'node:fs'
import { basename, dirname, isAbsolute, relative } from 'node:path'
import { pathToFileURL } from 'node:url'
import { collectTerminalPerfRows } from './terminal-perf-report-annotations.mjs'
const USAGE =
'Usage: node config/scripts/compare-benchmark-artifacts.mjs --baseline <path> --candidate <path> [--title <title>] [--output <path>] [--json-output <path>] [--higher-is-better <metric-key> ...]'
const PLAYWRIGHT_METADATA_FIELDS = new Set(['source', 'scenario', 'panes', 'frames', 'samples'])
export function parseBenchmarkComparisonArgs(argv = process.argv.slice(2)) {
const args = argv[0] === '--' ? argv.slice(1) : [...argv]
const parsed = {
higherIsBetter: new Set(),
title: 'Benchmark comparison'
}
for (let index = 0; index < args.length; index += 1) {
const flag = args[index]
if (flag === '--baseline') {
parsed.baselinePath = readRequiredValue(args, ++index, '--baseline requires a path')
continue
}
if (flag === '--candidate') {
parsed.candidatePath = readRequiredValue(args, ++index, '--candidate requires a path')
continue
}
if (flag === '--title') {
parsed.title = readRequiredValue(args, ++index, '--title requires a value')
continue
}
if (flag === '--output') {
parsed.outputPath = readRequiredValue(args, ++index, '--output requires a path')
continue
}
if (flag === '--json-output') {
parsed.jsonOutputPath = readRequiredValue(args, ++index, '--json-output requires a path')
continue
}
if (flag === '--higher-is-better') {
let consumed = 0
while (args[index + 1] != null && !args[index + 1].startsWith('--')) {
parsed.higherIsBetter.add(args[index + 1])
index += 1
consumed += 1
}
if (consumed === 0) {
throw new Error('--higher-is-better requires a metric key')
}
continue
}
throw new Error(USAGE)
}
if (!parsed.baselinePath) {
throw new Error(USAGE)
}
if (!parsed.candidatePath) {
throw new Error(USAGE)
}
return parsed
}
function readRequiredValue(args, index, message) {
const value = args[index]
if (value == null || value.startsWith('--')) {
throw new Error(message)
}
return value
}
export function readBenchmarkArtifact(path) {
return JSON.parse(readFileSync(path, 'utf8'))
}
export function normalizeBenchmarkArtifact(path, artifact = readBenchmarkArtifact(path)) {
if (artifact?.summaryMedianMs != null) {
return normalizeNumericObject(path, artifact, 'startup', artifact.summaryMedianMs, () => 'ms')
}
if (artifact?.summaryMedian != null) {
return normalizeNumericObject(path, artifact, 'daemon', artifact.summaryMedian, (key) =>
key.endsWith('Count') || key.endsWith('After') ? 'count' : 'ms'
)
}
if (artifact?.suites != null) {
return normalizePlaywrightArtifact(path, artifact)
}
if (artifact?.summary != null) {
return normalizeSummaryArtifact(path, artifact)
}
throw new Error(
`${path}: unsupported benchmark artifact; expected summaryMedianMs, summaryMedian, Playwright suites, or top-level summary`
)
}
function artifactLabel(path, artifact) {
return typeof artifact?.label === 'string' && artifact.label.length > 0
? artifact.label
: basename(path)
}
function normalizeNumericObject(path, artifact, kind, values, unitForKey) {
return {
kind,
label: artifactLabel(path, artifact),
metrics: Object.entries(values ?? {})
.filter(([, value]) => Number.isFinite(value))
.map(([key, value]) => ({
direction: 'lower-is-better',
key,
unit: unitForKey(key),
value
}))
}
}
function normalizePlaywrightArtifact(path, artifact) {
const rows = collectTerminalPerfRows(artifact, basename(path), { typePrefix: 'opencode-' })
const groupedMetrics = new Map()
for (const row of rows) {
for (const [field, rawValue] of Object.entries(row)) {
if (PLAYWRIGHT_METADATA_FIELDS.has(field)) {
continue
}
const parsed = parseMetricValue(rawValue)
if (parsed == null) {
continue
}
const key = `${row.scenario}.${field}`
const metricGroup = groupedMetrics.get(key) ?? {
unit: parsed.unit,
values: []
}
metricGroup.values.push(parsed.value)
groupedMetrics.set(key, metricGroup)
}
}
const metrics = [...groupedMetrics.entries()].map(([key, metricGroup]) => ({
direction: 'lower-is-better',
key,
unit: metricGroup.unit,
value: mean(metricGroup.values)
}))
return {
kind: 'playwright',
label: artifactLabel(path, artifact),
metrics
}
}
function mean(values) {
return values.reduce((sum, value) => sum + value, 0) / values.length
}
function parseMetricValue(rawValue) {
if (typeof rawValue === 'string') {
const msMatch = rawValue.match(/^(-?\d+(?:\.\d+)?)ms$/)
if (msMatch) {
return { unit: 'ms', value: Number(msMatch[1]) }
}
}
const numericValue = Number(rawValue)
if (!Number.isFinite(numericValue)) {
return null
}
return { unit: 'count', value: numericValue }
}
function normalizeSummaryArtifact(path, artifact) {
const metrics = []
flattenSummary(metrics, ['summary'], artifact.summary)
return {
kind: 'summary',
label: artifactLabel(path, artifact),
metrics
}
}
function flattenSummary(metrics, pathParts, value) {
if (Number.isFinite(value)) {
const key = pathParts.join('.')
metrics.push({
direction: 'lower-is-better',
key,
unit: unitForSummaryKey(pathParts),
value
})
return
}
if (value == null || typeof value !== 'object' || Array.isArray(value)) {
return
}
for (const [childKey, childValue] of Object.entries(value)) {
flattenSummary(metrics, [...pathParts, childKey], childValue)
}
}
function unitForSummaryKey(pathParts) {
if (pathParts.some((part) => part.endsWith('CpuPercent'))) {
return '%'
}
if (pathParts.some((part) => part.endsWith('Bytes'))) {
return 'bytes'
}
return ''
}
export function compareBenchmarkArtifacts({
baselinePath,
candidatePath,
title = 'Benchmark comparison',
higherIsBetter = new Set(),
now = () => new Date()
}) {
const baseline = normalizeBenchmarkArtifact(baselinePath)
const candidate = normalizeBenchmarkArtifact(candidatePath)
const candidateMetrics = new Map(candidate.metrics.map((metric) => [metric.key, metric]))
const baselineMetrics = new Map(baseline.metrics.map((metric) => [metric.key, metric]))
const metrics = []
const skippedMetrics = []
for (const baselineMetric of baseline.metrics) {
const candidateMetric = candidateMetrics.get(baselineMetric.key)
if (!isComparableMetric(baselineMetric)) {
skippedMetrics.push({ key: baselineMetric.key, reason: 'missing baseline metric' })
continue
}
if (!isComparableMetric(candidateMetric)) {
skippedMetrics.push({ key: baselineMetric.key, reason: 'missing candidate metric' })
continue
}
if (baselineMetric.unit !== candidateMetric.unit) {
skippedMetrics.push({
key: baselineMetric.key,
reason: `unit mismatch (${formatUnitLabel(baselineMetric.unit)} vs ${formatUnitLabel(candidateMetric.unit)})`
})
continue
}
const direction = higherIsBetter.has(baselineMetric.key)
? 'higher-is-better'
: baselineMetric.direction
metrics.push(compareMetric(baselineMetric, candidateMetric, direction))
}
for (const candidateMetric of candidate.metrics) {
if (!baselineMetrics.has(candidateMetric.key)) {
skippedMetrics.push({ key: candidateMetric.key, reason: 'missing baseline metric' })
}
}
if (metrics.length === 0) {
throw new Error('No comparable benchmark metrics found.')
}
return {
schemaVersion: 1,
createdAt: now().toISOString(),
title,
baseline: {
path: benchmarkDisplayPath(baselinePath),
label: baseline.label,
kind: baseline.kind
},
candidate: {
path: benchmarkDisplayPath(candidatePath),
label: candidate.label,
kind: candidate.kind
},
metrics,
skippedMetrics
}
}
function benchmarkDisplayPath(path, cwd = process.cwd()) {
if (!isAbsolute(path)) {
return path
}
const relativePath = relative(cwd, path)
if (relativePath && !relativePath.startsWith('..') && !isAbsolute(relativePath)) {
return relativePath
}
return basename(path)
}
function isComparableMetric(metric) {
return metric != null && Number.isFinite(metric.value)
}
function compareMetric(baselineMetric, candidateMetric, direction) {
const rawDelta = candidateMetric.value - baselineMetric.value
const absoluteDelta = roundOneDecimal(rawDelta)
const percentDelta =
baselineMetric.value === 0
? null
: roundOneDecimal((rawDelta / Math.abs(baselineMetric.value)) * 100)
return {
key: baselineMetric.key,
unit: baselineMetric.unit,
direction,
baseline: baselineMetric.value,
candidate: candidateMetric.value,
absoluteDelta,
percentDelta,
status: metricStatus(absoluteDelta, direction)
}
}
function formatUnitLabel(unit) {
return unit === '' ? 'none' : unit
}
function roundOneDecimal(value) {
return Math.round(value * 10) / 10
}
function metricStatus(absoluteDelta, direction) {
if (absoluteDelta === 0) {
return 'unchanged'
}
if (direction === 'higher-is-better') {
return absoluteDelta > 0 ? 'improved' : 'regressed'
}
return absoluteDelta < 0 ? 'improved' : 'regressed'
}
export function formatBenchmarkComparisonMarkdown(comparison) {
const lines = [
`# ${markdownText(comparison.title)}`,
'',
`Baseline: ${markdownText(comparison.baseline.label)} (${markdownText(comparison.baseline.path)})`,
`Candidate: ${markdownText(comparison.candidate.label)} (${markdownText(comparison.candidate.path)})`,
`Generated: ${comparison.createdAt}`,
'',
'| Metric | Baseline | Candidate | Delta | Delta % | Result |',
'|---|---:|---:|---:|---:|---|'
]
for (const metric of comparison.metrics) {
lines.push(
`| ${markdownTableCell(metric.key)} | ${formatMetricValue(metric.baseline, metric.unit)} | ${formatMetricValue(metric.candidate, metric.unit)} | ${formatMetricValue(metric.absoluteDelta, metric.unit)} | ${formatPercent(metric.percentDelta)} | ${metric.status} |`
)
}
if (comparison.skippedMetrics.length > 0) {
lines.push('', '## Skipped metrics')
for (const skippedMetric of comparison.skippedMetrics) {
lines.push(`- ${markdownText(skippedMetric.key)}: ${markdownText(skippedMetric.reason)}`)
}
}
return `${lines.join('\n')}\n`
}
function markdownText(value) {
return String(value ?? '')
.replace(/\s*\r?\n\s*/g, ' ')
.replace(/[\\`*_{}<>()#+.!-]|\[|\]/g, '\\$&')
}
function markdownTableCell(value) {
return markdownText(value).replaceAll('|', '\\|')
}
function formatMetricValue(value, unit) {
return `${Number(value).toFixed(1)}${unit}`
}
function formatPercent(value) {
return value == null ? '' : `${value.toFixed(1)}%`
}
export function runBenchmarkComparisonCli(args = {}) {
const argv = args.argv ?? process.argv.slice(2)
const parsed = parseBenchmarkComparisonArgs(argv)
const comparison = compareBenchmarkArtifacts(parsed)
const markdown = formatBenchmarkComparisonMarkdown(comparison)
if (parsed.outputPath) {
mkdirSync(dirname(parsed.outputPath), { recursive: true })
writeFileSync(parsed.outputPath, markdown)
}
if (parsed.jsonOutputPath) {
mkdirSync(dirname(parsed.jsonOutputPath), { recursive: true })
writeFileSync(parsed.jsonOutputPath, `${JSON.stringify(comparison, null, 2)}\n`)
}
const stdout = args.stdout ?? process.stdout
stdout.write(markdown)
return comparison
}
if (process.argv[1] != null && import.meta.url === pathToFileURL(process.argv[1]).href) {
try {
runBenchmarkComparisonCli()
} catch (error) {
console.error(error.message)
process.exit(1)
}
}