## RunPod Deployment Script

**Script**: `runpod_deploy.py`

Automated deployment script for RunPod GPU pods in EUR-IS region (SECURE cloud).

### Features
- Scans available GPUs with ≥16GB VRAM
- Auto-selects best value GPU (RTX 4090 preferred, then cheapest)
- Supports custom GPU selection
- Dry-run mode for testing
- Automatic network volume attachment

### Requirements
```bash
pip install requests python-dotenv
```

### Configuration
Create `.env.runpod` with:
```
RUNPOD_API_KEY=your_api_key
RUNPOD_VOLUME_ID=your_volume_id
```

### Usage Examples

```bash
# Auto-select best value GPU (dry run)
./scripts/runpod_deploy.py --dry-run

# Deploy with default settings (RTX 4090 preferred)
./scripts/runpod_deploy.py

# Deploy with specific GPU
./scripts/runpod_deploy.py --gpu-type "RTX 3090"

# Custom image and larger disk
./scripts/runpod_deploy.py \
  --image runpod/pytorch:2.1.0-py3.10-cuda11.8.0-devel \
  --container-disk 100

# With custom command
./scripts/runpod_deploy.py --command "jupyter lab --allow-root"
```

### Default Configuration
- **Cloud Type**: SECURE (no spot interruptions)
- **Region**: EUR-IS (Iceland - low latency to Europe)
- **Image**: `runpod/pytorch:2.4.0-py3.11-cuda12.4.1-devel-ubuntu22.04`
- **Container Disk**: 50GB
- **Network Volume**: Attached from `.env.runpod`
- **Ports**: 8888/http (Jupyter)

### GPU Selection Logic
1. If `--gpu-type` specified and available → use it
2. Else if RTX 4090 available → use it (best value)
3. Else → use cheapest available GPU

### Output
```
✅ POD DEPLOYED SUCCESSFULLY
======================================================================
Pod ID:          abc123-xyz789
GPU:             RTX 4090 (24GB)
Cost:            $0.340/hr
Image:           runpod/pytorch:2.4.0
Status:          RUNNING
======================================================================

📝 NEXT STEPS:
1. Wait 2-3 minutes for pod to initialize
2. Access Jupyter at: https://abc123-8888.proxy.runpod.net
3. SSH access: ssh root@abc123.ssh.runpod.io
4. Monitor pod: https://www.runpod.io/console/pods
```

### Cost Warning
The script will display hourly costs. Remember to stop pods when done to avoid unnecessary charges.