scripts/run_pipeline.ps1

# ============================================================
# DiffusionGemma Humanizer — Modal Pipeline Launcher
# ============================================================
# Everything runs on Modal (single A100 80GB).
# Nothing is downloaded locally.
#
# PREREQUISITES (one-time setup):
#   1. Install Modal CLI:  pip install modal
#   2. Authenticate:        modal setup
#   3. Create HF secret:    modal secret create hf-secrets HF_TOKEN=hf_your_token
#
# USAGE:
#   pwsh scripts/run_pipeline.ps1
# ============================================================

$ErrorActionPreference = "Stop"
$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
$RootDir = Split-Path -Parent $ScriptDir

Write-Host ""
Write-Host "================================================================" -ForegroundColor Cyan
Write-Host "  DiffusionGemma Humanizer — SOTA Text Humanization" -ForegroundColor Cyan
Write-Host "  GPU: Single A100 80GB | Platform: Modal" -ForegroundColor Cyan
Write-Host "================================================================" -ForegroundColor Cyan
Write-Host ""

# Check Modal CLI
$modalVersion = modal --version 2>&1
if ($LASTEXITCODE -ne 0) {
    Write-Host "[FAIL] Modal CLI not found. Install with: pip install modal" -ForegroundColor Red
    exit 1
}
Write-Host "[OK] Modal CLI: $modalVersion" -ForegroundColor Green
Write-Host ""

Set-Location -LiteralPath $RootDir

Write-Host "[RUN] Deploying full pipeline to Modal (A100 80GB)..." -ForegroundColor Magenta
Write-Host ""

$cmd = "modal run modal_project/app.py::run_full_pipeline"
Write-Host "  > $cmd" -ForegroundColor Gray
Write-Host ""

Invoke-Expression $cmd

if ($LASTEXITCODE -ne 0) {
    Write-Host ""
    Write-Host "[FAIL] Pipeline failed. Check logs above." -ForegroundColor Red
    Write-Host "  Common fixes:" -ForegroundColor Yellow
    Write-Host "  1. Check Modal balance: modal account show" -ForegroundColor Yellow
    Write-Host "  2. Create HF secret: modal secret create hf-secrets HF_TOKEN=hf_your_token" -ForegroundColor Yellow
    Write-Host "  3. Verify token has 'Write' permission: https://huggingface.co/settings/tokens" -ForegroundColor Yellow
    exit 1
}

Write-Host ""
Write-Host "================================================================" -ForegroundColor Cyan
Write-Host "  Pipeline complete!" -ForegroundColor Green
Write-Host "  Results stored in Modal volume: /data/output" -ForegroundColor Green
Write-Host "  List files: modal volume ls diffusiongemma-volume /data/output" -ForegroundColor Green
Write-Host "================================================================" -ForegroundColor Cyan