[CmdletBinding()] param( [Parameter(Mandatory = $true)] [string]$ReleaseRoot, [Parameter(Mandatory = $true)] [ValidatePattern("^[a-f0-9]{64}$")] [string]$ExpectedWheelSha256, [Parameter(Mandatory = $true)] [ValidatePattern("^[A-Za-z0-9._-]{1,96}$")] [string]$RunId, [ValidateRange(1, 10)] [int]$Loops = 1, [ValidateRange(1, 4489)] [int]$MaximumFrames = 120, [string]$OutputRoot = "D:\NDC_MISSIONCORE\runtime\results\m48s-reference-graph-shadow" ) $ErrorActionPreference = "Stop" $ProgressPreference = "SilentlyContinue" function Assert-LastExitCode([string]$Operation) { if ($LASTEXITCODE -ne 0) { throw "$Operation failed with exit code $LASTEXITCODE" } } function Get-Sha256([string]$Path) { return (Get-FileHash -LiteralPath $Path -Algorithm SHA256).Hash.ToLowerInvariant() } function Assert-File([string]$Path, [string]$ExpectedSha256, [string]$Label) { $item = Get-Item -LiteralPath (Resolve-Path -LiteralPath $Path).Path -Force if ($item.PSIsContainer -or ($item.Attributes -band [IO.FileAttributes]::ReparsePoint)) { throw "$Label must be a regular file" } if ((Get-Sha256 $item.FullName) -cne $ExpectedSha256) { throw "$Label SHA-256 changed" } return $item.FullName } function Resolve-DDirectory([string]$Path, [string]$Label, [bool]$Create) { if ($Create -and -not (Test-Path -LiteralPath $Path)) { $null = New-Item -ItemType Directory -Path $Path } $item = Get-Item -LiteralPath (Resolve-Path -LiteralPath $Path).Path -Force if ( -not $item.PSIsContainer -or ($item.Attributes -band [IO.FileAttributes]::ReparsePoint) -or [IO.Path]::GetPathRoot($item.FullName).TrimEnd("\") -ine "D:" ) { throw "$Label must be a real D: directory" } return $item.FullName } function Convert-ToDockerPath([string]$Path) { return $Path.Replace("\", "/") } function Get-Container([string]$Name) { $rows = @((& docker inspect $Name) | ConvertFrom-Json) Assert-LastExitCode "Docker inspection for $Name" if ($rows.Count -ne 1) { throw "Container identity for $Name is not unique" } return $rows[0] } if ($env:COMPUTERNAME -cne "DESKTOP-OPJ8J04") { throw "M48S graph shadow is pinned to DESKTOP-OPJ8J04" } $release = Resolve-DDirectory $ReleaseRoot "M48S release root" $false $output = Resolve-DDirectory $OutputRoot "M48S output root" $true $runOutput = Join-Path $output $RunId if (Test-Path -LiteralPath $runOutput) { throw "M48S run output already exists" } $null = New-Item -ItemType Directory -Path $runOutput $runOutput = Resolve-DDirectory $runOutput "M48S run output" $false $wheel = Assert-File ( Join-Path $release "nodedc_mission_core-0.1.0-py3-none-any.whl" ) $ExpectedWheelSha256 "M48S wheel" $expectedConfigs = [ordered]@{ "m48s-rf-detr-reference-graph-shadow-v0.json" = "e607916c0d2db5a1078bc194fa0e5e1bac1ca336de8daad29359ed0d2791b6cd" "m4-recorded-realtime-baseline-v1.json" = "ea10359339e6cce31b5780a2710299771cab7cc0c1c2a2b56a1621f786b31fa8" "rf-detr-large-risk-shadow-v0.json" = "0c307fd2d19cedd2c9267b6be2effdce82161a719a742f315fcd7a76f7061b08" "m4-geometry-association-v1.json" = "cc666c9389a5e221957faddec89584709b66918d14abaf646f1832e001421999" "m4-temporal-motion-v1.json" = "7130eaee24a95c7d888bf7598010e03e129e1c3ac5b34bcd8401015ff4244b39" "m4-rolling-local-map-v1.json" = "f7e3315eaf6ffaf3aee1e04913933812092cf82bbcc9984c1a6fa2d9250e6784" "m4-replay-threat-v3.json" = "8c3a5aa837da1f028f5998fb504a1381f9b2b68de6420a32160410b6dc0887c7" } foreach ($entry in $expectedConfigs.GetEnumerator()) { $null = Assert-File (Join-Path $release $entry.Key) $entry.Value ( "M48S config {0}" -f $entry.Key ) } $runner = Get-Item -LiteralPath ( Join-Path $release "run_m48s_reference_graph_shadow_worker.py" ) if ($runner.PSIsContainer -or ($runner.Attributes -band [IO.FileAttributes]::ReparsePoint)) { throw "M48S graph runner must be a regular file" } $experimentRoot = Resolve-DDirectory ( "D:\NDC_MISSIONCORE\runtime\experiments\m48t-fixed-detector-20260825T095425Z" ) "M48S RF-DETR experiment root" $false $modelRoot = Resolve-DDirectory ( (Join-Path $experimentRoot "triton-models") ) "M48S RF-DETR Triton model root" $false $null = Assert-File ( (Join-Path $modelRoot "rf_detr_large\1\model.plan") ) "986399ce706b7380472cf5e473232249fed6e628971d8007f6609e83128d46b8" ( "RF-DETR TensorRT engine" ) $null = Assert-File ( (Join-Path $modelRoot "rf_detr_large\config.pbtxt") ) "80947cad235e5b000f11aa869a33af0e8c727f07e04046691468df1e171479b6" ( "RF-DETR Triton config" ) $image = "nvcr.io/nvidia/tritonserver:26.06-py3@sha256:58df7489c3f2276f9591d500a012dee03e23d35543ce3c390b4c001e6bf90794" & docker image inspect $image *> $null Assert-LastExitCode "Pinned M48S image inspection" $historicalTriton = Get-Container "ndc-mission-core-triton" if (-not $historicalTriton.State.Running -or $historicalTriton.State.Health.Status -cne "healthy") { throw "Historical Triton must remain healthy during M48S shadow" } $historicalTritonId = [string]$historicalTriton.Id $tritonName = "ndc-mission-core-m48s-rf-detr-triton-shadow" $graphName = "ndc-mission-core-m48s-reference-graph-shadow" foreach ($name in @($tritonName, $graphName)) { if (& docker ps -a --format "{{.Names}}" --filter "name=^/$name$") { throw "M48S candidate container $name already exists" } } $source = [ordered]@{ CameraIndex = "D:\NDC_MISSIONCORE\runtime\jobs\recorded-camera-602ac89026ed12978619801d\input\camera\sensor.camera.right\epoch-1\index.jsonl" SourcePack = "D:\NDC_MISSIONCORE\runtime\derived\e10-lidar-pack-576c994a6c814e2592dd6240ace3902a5db94843312c759a73ba0c9166157d2b\lidar-pack.npz" LocalSurface = "D:\NDC_MISSIONCORE\runtime\derived\k1-local-surface-23762244c8bdb97de26fb721ac957d7a00bc9a63571ac4cfa4be19c4effc7d55\local-surface.npz" Video = "D:\NDC_MISSIONCORE\runtime\experiments\e46e\inputs\right-cadd1696ff000904eb78633a0a8418104b8024f178b91f3421789021ccb160e8.mp4" Mask = "D:\NDC_MISSIONCORE\runtime\inputs\e2\valid-fov-mask-b4dd8ddf2b87c1d520ee8a0868c4fea062d7c14d1bae73ccabd3abe1f3acbac2\mask.png" } foreach ($entry in $source.GetEnumerator()) { if (-not (Test-Path -LiteralPath $entry.Value -PathType Leaf)) { throw "M48S source $($entry.Key) is missing" } } $media = Resolve-DDirectory ( "D:\NDC_MISSIONCORE\runtime\derived\perception-e15-media-pyav180-lz445-v1" ) "PyAV dependency" $false $opencv = Resolve-DDirectory ( "D:\NDC_MISSIONCORE\runtime\derived\perception-e3-opencv413092-v1\packages" ) "OpenCV dependency" $false $pillow = Resolve-DDirectory ( "D:\NDC_MISSIONCORE\runtime\derived\perception-p0-env-v1" ) "Pillow dependency" $false try { & docker create ` --name $tritonName ` --read-only ` --security-opt "no-new-privileges:true" ` --cap-drop ALL ` --pids-limit 512 ` --shm-size 1g ` --gpus all ` --tmpfs "/tmp:rw,noexec,nosuid,size=2g" ` --health-cmd "curl --fail --silent http://127.0.0.1:8000/v2/health/ready" ` --health-interval 5s ` --health-timeout 3s ` --health-start-period 20s ` --health-retries 24 ` -v ("{0}:/models:ro" -f (Convert-ToDockerPath $modelRoot)) ` $image ` tritonserver ` --model-repository=/models ` --model-control-mode=explicit ` --load-model=rf_detr_large ` --disable-auto-complete-config ` --strict-readiness=true ` --exit-on-error=true ` --allow-http=true ` --allow-grpc=false ` --allow-metrics=false *> $null Assert-LastExitCode "M48S Triton creation" & docker start $tritonName *> $null Assert-LastExitCode "M48S Triton start" $ready = $false foreach ($attempt in 1..60) { Start-Sleep -Seconds 2 $candidate = Get-Container $tritonName if (-not $candidate.State.Running) { throw "M48S Triton stopped during startup" } if ($candidate.State.Health.Status -ceq "healthy") { $ready = $true break } } if (-not $ready) { throw "M48S Triton did not become healthy" } if (@((Get-Container $tritonName).HostConfig.PortBindings.PSObject.Properties).Count -ne 0) { throw "M48S Triton published a host port" } $dockerRelease = Convert-ToDockerPath $release $dockerOutput = Convert-ToDockerPath $runOutput $maximumArguments = @() if ($MaximumFrames -gt 0) { $maximumArguments = @("--maximum-frames", ([string]$MaximumFrames)) } $arguments = @( "run", "--name", $graphName, "--network", ("container:{0}" -f $tritonName), "--read-only", "--security-opt", "no-new-privileges:true", "--cap-drop", "ALL", "--pids-limit", "256", "--gpus", "all", "--tmpfs", "/tmp:rw,noexec,nosuid,size=2g", "-e", "PYTHONDONTWRITEBYTECODE=1", "-e", "PYTHONPATH=/release/nodedc_mission_core-0.1.0-py3-none-any.whl:/opt/media:/opt/opencv:/opt/pillow", "-v", ("{0}:/release:ro" -f $dockerRelease), "-v", ("{0}:/output:rw" -f $dockerOutput), "-v", ("{0}:/opt/media:ro" -f (Convert-ToDockerPath $media)), "-v", ("{0}:/opt/opencv:ro" -f (Convert-ToDockerPath $opencv)), "-v", ("{0}:/opt/pillow:ro" -f (Convert-ToDockerPath $pillow)), "-v", ("{0}:/source/camera-index.jsonl:ro" -f (Convert-ToDockerPath $source.CameraIndex)), "-v", ("{0}:/source/source-pack.npz:ro" -f (Convert-ToDockerPath $source.SourcePack)), "-v", ("{0}:/source/local-surface.npz:ro" -f (Convert-ToDockerPath $source.LocalSurface)), "-v", ("{0}:/source/right.mp4:ro" -f (Convert-ToDockerPath $source.Video)), "-v", ("{0}:/source/mask.png:ro" -f (Convert-ToDockerPath $source.Mask)), "--entrypoint", "python3", $image, "/release/run_m48s_reference_graph_shadow_worker.py", "--graph-config", "/release/m48s-rf-detr-reference-graph-shadow-v0.json", "--baseline-profile", "/release/m4-recorded-realtime-baseline-v1.json", "--detector-profile", "/release/rf-detr-large-risk-shadow-v0.json", "--geometry-profile", "/release/m4-geometry-association-v1.json", "--temporal-motion-profile", "/release/m4-temporal-motion-v1.json", "--rolling-map-profile", "/release/m4-rolling-local-map-v1.json", "--threat-profile", "/release/m4-replay-threat-v3.json", "--camera-index", "/source/camera-index.jsonl", "--source-pack", "/source/source-pack.npz", "--local-surface", "/source/local-surface.npz", "--video", "/source/right.mp4", "--valid-fov-mask", "/source/mask.png", "--triton-origin", "http://127.0.0.1:8000", "--loops", ([string]$Loops), "--output", "/output/result.json", "--progress", "/output/progress.jsonl", "--frame-ledger", "/output/frames.jsonl" ) + $maximumArguments & docker @arguments Assert-LastExitCode "M48S complete reference graph shadow" if (-not (Test-Path -LiteralPath (Join-Path $runOutput "result.json") -PathType Leaf)) { throw "M48S graph result was not written" } if (-not (Test-Path -LiteralPath (Join-Path $runOutput "frames.jsonl") -PathType Leaf)) { throw "M48S frame evidence ledger was not written" } } finally { foreach ($name in @($graphName, $tritonName)) { if (& docker ps -a --format "{{.Names}}" --filter "name=^/$name$") { & docker rm -f $name *> $null } } $historicalAfter = Get-Container "ndc-mission-core-triton" if ( $historicalAfter.Id -cne $historicalTritonId -or -not $historicalAfter.State.Running -or $historicalAfter.State.Health.Status -cne "healthy" ) { throw "Historical Triton changed during M48S shadow" } } Write-Output ("M48S_RESULT={0}" -f (Join-Path $runOutput "result.json")) Write-Output "HISTORICAL_TRITON_ACTION=none" Write-Output "DURABLE_WORKER_ACTION=none" Write-Output "PRODUCTION_ACCEPTED=false"