param( [Parameter(Mandatory = $true)] [string]$Namespace, [string]$DatasetRepo = "memaudit-data", [string]$CodeRepo = "memaudit-code", [string]$PackageDir = "memaudit_submission_package" ) $ErrorActionPreference = "Stop" function Invoke-Hf { & hf @args if ($LASTEXITCODE -ne 0) { throw "hf command failed: hf $($args -join ' ')" } } if (-not (Get-Command hf -ErrorAction SilentlyContinue)) { throw "The Hugging Face CLI `hf` is not available on PATH." } if (-not (Test-Path $PackageDir)) { throw "Package directory not found: $PackageDir. Run scripts/prepare_submission_artifacts.py first." } $datasetDir = Join-Path $PackageDir "dataset" $codeDir = Join-Path $PackageDir "code" $croissant = Join-Path $datasetDir "croissant_metadata.json" if (-not (Test-Path $datasetDir) -or -not (Test-Path $codeDir) -or -not (Test-Path $croissant)) { throw "Package directory must contain code/, dataset/, and dataset/croissant_metadata.json." } if (-not $env:HF_TOKEN) { Write-Host "HF_TOKEN is not set. Using the currently logged-in hf account." -ForegroundColor Yellow Write-Host "For double-blind review, make sure this is an anonymous account or namespace." -ForegroundColor Yellow Invoke-Hf auth whoami } $datasetId = "$Namespace/$DatasetRepo" $codeId = "$Namespace/$CodeRepo" $datasetUrl = "https://huggingface.co/datasets/$datasetId" Write-Host "Updating Croissant dataset URL: $datasetUrl" $text = Get-Content -Raw $croissant $text = $text.Replace("TO_BE_FILLED_WITH_ANONYMIZED_DATASET_URL", $datasetUrl) [System.IO.File]::WriteAllText((Resolve-Path $croissant), $text, [System.Text.UTF8Encoding]::new($false)) Write-Host "Validating Croissant metadata with mlcroissant..." @" import mlcroissant as mlc mlc.Dataset(r"$croissant") print("croissant_ok") "@ | python - Write-Host "Creating or reusing Hugging Face dataset repos..." Invoke-Hf repo create $datasetId --repo-type dataset --exist-ok Invoke-Hf repo create $codeId --repo-type dataset --exist-ok Write-Host "Uploading dataset artifacts to $datasetId ..." Invoke-Hf upload $datasetId $datasetDir . --repo-type dataset --commit-message "Upload MemAudit dataset artifacts" Write-Host "Uploading code artifacts to $codeId ..." Invoke-Hf upload $codeId $codeDir . --repo-type dataset --commit-message "Upload MemAudit code artifacts" Write-Host "" Write-Host "Dataset URL: $datasetUrl" Write-Host "Code URL: https://huggingface.co/datasets/$codeId" Write-Host "Croissant file: $croissant"