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| 1 | + # PGO (Profile-Guided Optimization) training script for Node.js (Clang / LLVM) | ||
| 2 | + # | ||
| 3 | + # Runs PGO training workloads against an instrumented Node.js binary | ||
| 4 | + # (Release\node.exe) and merges the resulting .profraw files into | ||
| 5 | + # node.profdata for use with -fprofile-use. | ||
| 6 | + # | ||
| 7 | + # Usage (from a VS Developer Command Prompt): | ||
| 8 | + # .\pgo.ps1 # Run workloads (15s each) and merge | ||
| 9 | + # .\pgo.ps1 -Duration 30 # Run workloads (30s each) and merge | ||
| 10 | + # | ||
| 11 | + # Prerequisites: | ||
| 12 | + # - Release\node.exe must be an instrumented build (built with pgo-generate) | ||
| 13 | + # - llvm-profdata must be available (shipped with VS LLVM toolset) | ||
| 14 | + # | ||
| 15 | + # Output: | ||
| 16 | + # - node.profdata in the repo root (ready for vcbuild.bat pgo-use) | ||
| 17 | + | ||
| 18 | + param( | ||
| 19 | + [int]$Duration = 15 | ||
| 20 | + ) | ||
| 21 | + | ||
| 22 | + Set-StrictMode -Version Latest | ||
| 23 | + $ErrorActionPreference = 'Stop' | ||
| 24 | + | ||
| 25 | + # --------------------------------------------------------------------------- | ||
| 26 | + # Locate llvm-profdata shipped with Visual Studio's LLVM toolset | ||
| 27 | + # --------------------------------------------------------------------------- | ||
| 28 | + | ||
| 29 | + function Find-LlvmProfdata { | ||
| 30 | + # vcbuild.bat uses %VCINSTALLDIR%\Tools\Llvm\x64\bin for clang.exe - same spot for profdata | ||
| 31 | + $vcInstallDir = $env:VCINSTALLDIR | ||
| 32 | + | ||
| 33 | + if ($vcInstallDir) { | ||
| 34 | + $candidate = Join-Path $vcInstallDir "Tools\Llvm\x64\bin\llvm-profdata.exe" | ||
| 35 | + if (Test-Path $candidate) { | ||
| 36 | + return $candidate | ||
| 37 | + } | ||
| 38 | + } | ||
| 39 | + | ||
| 40 | + # Fallback: try VS 2022 / 2026 default install locations | ||
| 41 | + $vsPaths = @( | ||
| 42 | + "${env:ProgramFiles}\Microsoft Visual Studio\2026\Enterprise\VC\Tools\Llvm\x64\bin", | ||
| 43 | + "${env:ProgramFiles}\Microsoft Visual Studio\2026\Community\VC\Tools\Llvm\x64\bin", | ||
| 44 | + "${env:ProgramFiles}\Microsoft Visual Studio\2022\Enterprise\VC\Tools\Llvm\x64\bin", | ||
| 45 | + "${env:ProgramFiles}\Microsoft Visual Studio\2022\Community\VC\Tools\Llvm\x64\bin" | ||
| 46 | + ) | ||
| 47 | + foreach ($dir in $vsPaths) { | ||
| 48 | + $candidate = Join-Path $dir "llvm-profdata.exe" | ||
| 49 | + if (Test-Path $candidate) { | ||
| 50 | + return $candidate | ||
| 51 | + } | ||
| 52 | + } | ||
| 53 | + | ||
| 54 | + # Last resort: PATH | ||
| 55 | + $fromPath = Get-Command llvm-profdata -ErrorAction SilentlyContinue | ||
| 56 | + if ($fromPath) { | ||
| 57 | + return $fromPath.Source | ||
| 58 | + } | ||
| 59 | + | ||
| 60 | + return $null | ||
| 61 | + } | ||
| 62 | + | ||
| 63 | + # --------------------------------------------------------------------------- | ||
| 64 | + # Validate prerequisites | ||
| 65 | + # --------------------------------------------------------------------------- | ||
| 66 | + | ||
| 67 | + $instrumentedNode = Join-Path $PSScriptRoot "Release\node.exe" | ||
| 68 | + if (-not (Test-Path $instrumentedNode)) { | ||
| 69 | + Write-Error "Instrumented binary not found: $instrumentedNode`nBuild with: vcbuild.bat pgo-generate" | ||
| 70 | + exit 1 | ||
| 71 | + } | ||
| 72 | + | ||
| 73 | + $pgoRunAll = Join-Path $PSScriptRoot "tools\pgo\pgo-run-all.js" | ||
| 74 | + if (-not (Test-Path $pgoRunAll)) { | ||
| 75 | + Write-Error "PGO training script not found: $pgoRunAll" | ||
| 76 | + exit 1 | ||
| 77 | + } | ||
| 78 | + | ||
| 79 | + $llvmProfdata = Find-LlvmProfdata | ||
| 80 | + if (-not $llvmProfdata) { | ||
| 81 | + Write-Error "llvm-profdata not found. Install the LLVM toolset via Visual Studio Installer." | ||
| 82 | + exit 1 | ||
| 83 | + } | ||
| 84 | + | ||
| 85 | + # --------------------------------------------------------------------------- | ||
| 86 | + # STEP 1 – Run workloads with the instrumented binary to collect profiles | ||
| 87 | + # --------------------------------------------------------------------------- | ||
| 88 | + | ||
| 89 | + Write-Host "`n=== STEP 1: Collect PGO profiles ===" -ForegroundColor Cyan | ||
| 90 | + | ||
| 91 | + # Directory that will receive .profraw files from the instrumented binary. | ||
| 92 | + # %p (PID) and %m (module hash) keep concurrent/fork'd processes from colliding. | ||
| 93 | + $profileDir = Join-Path $PSScriptRoot "pgo-profiles" | ||
| 94 | + | ||
| 95 | + if (Test-Path $profileDir) { | ||
| 96 | + Remove-Item -Recurse -Force $profileDir | ||
| 97 | + } | ||
| 98 | + New-Item -ItemType Directory -Path $profileDir | Out-Null | ||
| 99 | + | ||
| 100 | + $env:LLVM_PROFILE_FILE = Join-Path $profileDir "node-%p-%m.profraw" | ||
| 101 | + | ||
| 102 | + Write-Host "Instrumented node : $instrumentedNode" | ||
| 103 | + Write-Host "Profile output : $($env:LLVM_PROFILE_FILE)" | ||
| 104 | + Write-Host "Duration per script: ${Duration}s" | ||
| 105 | + Write-Host "" | ||
| 106 | + | ||
| 107 | + $sw = [System.Diagnostics.Stopwatch]::StartNew() | ||
| 108 | + $proc = Start-Process ` | ||
| 109 | + -FilePath $instrumentedNode ` | ||
| 110 | + -ArgumentList "`"$pgoRunAll`" --verbose --duration=$Duration" ` | ||
| 111 | + -Wait -PassThru -NoNewWindow | ||
| 112 | + $sw.Stop() | ||
| 113 | + Write-Host ("PGO training completed in {0}m {1}s (exit code: {2})" -f ` | ||
| 114 | + $sw.Elapsed.Minutes, $sw.Elapsed.Seconds, $proc.ExitCode) | ||
| 115 | + if ($proc.ExitCode -ne 0) { | ||
| 116 | + Write-Warning "PGO training exited with code $($proc.ExitCode) - continuing with merge" | ||
| 117 | + } | ||
| 118 | + | ||
| 119 | + # Remove the env var so subsequent builds are not affected | ||
| 120 | + Remove-Item Env:\LLVM_PROFILE_FILE -ErrorAction SilentlyContinue | ||
| 121 | + | ||
| 122 | + # --------------------------------------------------------------------------- | ||
| 123 | + # STEP 2 – Merge .profraw files -> node.profdata | ||
| 124 | + # --------------------------------------------------------------------------- | ||
| 125 | + | ||
| 126 | + Write-Host "`n=== STEP 2: Merge profile data ===" -ForegroundColor Cyan | ||
| 127 | + | ||
| 128 | + Write-Host "Using llvm-profdata: $llvmProfdata" | ||
| 129 | + | ||
| 130 | + $profrawFiles = Get-ChildItem -Path $profileDir -Filter "*.profraw" -ErrorAction SilentlyContinue | ||
| 131 | + if ($profrawFiles.Count -eq 0) { | ||
| 132 | + Write-Error "No .profraw files found in '$profileDir'. The instrumented binary may not have generated profile data." | ||
| 133 | + exit 1 | ||
| 134 | + } | ||
| 135 | + | ||
| 136 | + $totalSize = ($profrawFiles | Measure-Object -Property Length -Sum).Sum | ||
| 137 | + $totalSizeMB = [math]::Round($totalSize / 1MB, 1) | ||
| 138 | + Write-Host "Found $($profrawFiles.Count) .profraw file(s), ${totalSizeMB} MB total" | ||
| 139 | + | ||
| 140 | + $profdata = Join-Path $PSScriptRoot "node.profdata" | ||
| 141 | + $mergeArgs = @("merge", "--output=$profdata") + ($profrawFiles | Select-Object -ExpandProperty FullName) | ||
| 142 | + | ||
| 143 | + $mergeStopwatch = [System.Diagnostics.Stopwatch]::StartNew() | ||
| 144 | + & $llvmProfdata @mergeArgs | ||
| 145 | + $mergeExitCode = $LASTEXITCODE | ||
| 146 | + $mergeStopwatch.Stop() | ||
| 147 | + | ||
| 148 | + if ($mergeExitCode -ne 0) { | ||
| 149 | + Write-Error "llvm-profdata merge failed (exit code $mergeExitCode)" | ||
| 150 | + exit $mergeExitCode | ||
| 151 | + } | ||
| 152 | + | ||
| 153 | + $profdataSize = [math]::Round((Get-Item $profdata).Length / 1MB, 1) | ||
| 154 | + Write-Host "Merge completed in $([math]::Round($mergeStopwatch.Elapsed.TotalSeconds, 1))s" | ||
| 155 | + | ||
| 156 | + # Clean up .profraw files now that they've been merged | ||
| 157 | + Remove-Item -Recurse -Force $profileDir | ||
| 158 | + Write-Host "Removed $($profrawFiles.Count) .profraw file(s) (${totalSizeMB} MB reclaimed)" | ||
| 159 | + | ||
| 160 | + Write-Host "`n=== PGO training complete ===" -ForegroundColor Green | ||
| 161 | + Write-Host " Profile data: $profdata (${profdataSize} MB)" | ||
| 162 | + Write-Host " Next step: vcbuild.bat pgo-use" | ||
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| 1 | + # Node.js PGO Training Scripts | ||
| 2 | + | ||
| 3 | + Training workloads for Profile-Guided Optimization (PGO) builds using | ||
| 4 | + Clang/LLVM (including Clang-CL on Windows). | ||
| 5 | + | ||
| 6 | + ## What is PGO? | ||
| 7 | + | ||
| 8 | + PGO uses runtime profile data to guide compiler optimizations (inlining, | ||
| 9 | + branch prediction, code layout), typically improving throughput by 5-20%. | ||
| 10 | + | ||
| 11 | + The process has three phases: | ||
| 12 | + | ||
| 13 | + 1. **Instrument** — Build with `-fprofile-generate` (produces `.profraw` files) | ||
| 14 | + 2. **Train** — Run representative workloads to collect profile data | ||
| 15 | + 3. **Optimize** — Merge `.profraw` → `node.profdata` via `llvm-profdata`, | ||
| 16 | + then rebuild with `-fprofile-use` | ||
| 17 | + | ||
| 18 | + ## Quick Start | ||
| 19 | + | ||
| 20 | + From a VS Developer Command Prompt: | ||
| 21 | + | ||
| 22 | + ```powershell | ||
| 23 | + # Step 1: Build the instrumented binary | ||
| 24 | + vcbuild.bat pgo-generate | ||
| 25 | + | ||
| 26 | + # Step 2: Run workloads and merge profile data | ||
| 27 | + .\pgo.ps1 | ||
| 28 | + | ||
| 29 | + # Step 3: Build the optimized binary | ||
| 30 | + vcbuild.bat pgo-use | ||
| 31 | + ``` | ||
| 32 | + | ||
| 33 | + `pgo.ps1` expects the instrumented binary at `Release\node.exe` (produced by | ||
| 34 | + step 1) and writes `node.profdata` to the repo root (consumed by step 3). | ||
| 35 | + | ||
| 36 | + ```powershell | ||
| 37 | + # Optionally set a longer training duration (default: 15s per script) | ||
| 38 | + .\pgo.ps1 -Duration 30 | ||
| 39 | + ``` | ||
| 40 | + | ||
| 41 | + ## Training Scripts | ||
| 42 | + | ||
| 43 | + All scripts use only Node.js built-in modules (no npm dependencies). | ||
| 44 | + Each script is run as a separate process via `fork()`, producing its own | ||
| 45 | + `.profraw` file. | ||
| 46 | + | ||
| 47 | + | Script | What it exercises | | ||
| 48 | + | ------------------------ | ------------------------------------------------------------- | | ||
| 49 | + | `pgo-http-server.js` | llhttp parser, TCP stack, header serialization, JSON, routing | | ||
| 50 | + | `pgo-json.js` | V8 JSON parser/serializer, string allocation, GC pressure | | ||
| 51 | + | `pgo-crypto.js` | OpenSSL (hashing, HMAC, AES, RSA, ECDSA, random, KDF) | | ||
| 52 | + | `pgo-streams-buffers.js` | Buffer C++ impl, stream state machine, back-pressure | | ||
| 53 | + | `pgo-fs.js` | libuv fs operations, thread pool, path module | | ||
| 54 | + | `pgo-async-patterns.js` | V8 Promises, microtask queue, EventEmitter, timers | | ||
| 55 | + | `pgo-url-string.js` | Ada URL parser, V8 string internals, regex JIT | | ||
| 56 | + | `pgo-compression.js` | zlib, brotli C libraries, streaming compression | | ||
| 57 | + | `pgo-net.js` | libuv TCP/pipe handles, c-ares DNS resolver | | ||
| 58 | + | `pgo-module-loading.js` | Module resolver, V8 script compilation, vm module | | ||
| 59 | + | `pgo-child-workers.js` | Worker thread messaging, SharedArrayBuffer, inline eval | | ||
| 60 | + | ||
| 61 | + ### Running the Orchestrator Directly | ||
| 62 | + | ||
| 63 | + The orchestrator can also be invoked directly (e.g. for testing individual | ||
| 64 | + workloads). When used with `pgo.ps1`, this is handled automatically. | ||
| 65 | + | ||
| 66 | + ```bash | ||
| 67 | + # Run all scripts | ||
| 68 | + node tools/pgo/pgo-run-all.js --duration=15 --verbose | ||
| 69 | + | ||
| 70 | + # Run specific scripts | ||
| 71 | + node tools/pgo/pgo-run-all.js --scripts=http-server,json,crypto --duration=30 | ||
| 72 | + | ||
| 73 | + # Show help | ||
| 74 | + node tools/pgo/pgo-run-all.js --help | ||
| 75 | + ``` | ||
| 76 | + | ||
| 77 | + Each script reads the `PGO_TRAINING_DURATION` environment variable (in | ||
| 78 | + milliseconds) to determine how long to run. The orchestrator sets this | ||
| 79 | + automatically from the `--duration` flag (in seconds). | ||
| 80 | + | ||
| 81 | + ## Files | ||
| 82 | + | ||
| 83 | + ``` | ||
| 84 | + tools/pgo/ | ||
| 85 | + ├── pgo-run-all.js # Training orchestrator | ||
| 86 | + ├── pgo-http-server.js # HTTP server + client workload | ||
| 87 | + ├── pgo-json.js # JSON parse/stringify workload | ||
| 88 | + ├── pgo-crypto.js # Crypto operations workload | ||
| 89 | + ├── pgo-streams-buffers.js # Streams and Buffer workload | ||
| 90 | + ├── pgo-fs.js # File system operations workload | ||
| 91 | + ├── pgo-async-patterns.js # Promise/async, EventEmitter, timers workload | ||
| 92 | + ├── pgo-url-string.js # URL parsing, string ops, regex workload | ||
| 93 | + ├── pgo-compression.js # Gzip/brotli/deflate compression workload | ||
| 94 | + ├── pgo-net.js # TCP networking and DNS workload | ||
| 95 | + ├── pgo-module-loading.js # Module require/import, VM compilation workload | ||
| 96 | + ├── pgo-child-workers.js # Worker threads workload | ||
| 97 | + └── README.md # This file | ||
| 98 | + ``` | ||
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