scripts/run_on_runpod.py

"""
Run convert_to_ud.py on RunPod GPU instance.
"""

import os
import time
import runpod
from dotenv import load_dotenv

# Load environment variables
load_dotenv()

# Initialize RunPod
runpod.api_key = os.getenv("RUNPOD_API_KEY")


def list_gpus():
    """List available GPU types on RunPod."""
    gpus = runpod.get_gpus()
    print("Available GPUs:")
    for gpu in gpus:
        print(f"  - {gpu['id']}: {gpu['displayName']} (${gpu.get('securePrice', 'N/A')}/hr)")
    return gpus


def get_ssh_public_key():
    """Get SSH public key from ~/.ssh/"""
    import os
    ssh_dir = os.path.expanduser("~/.ssh")
    for key_file in ["id_ed25519.pub", "id_rsa.pub"]:
        key_path = os.path.join(ssh_dir, key_file)
        if os.path.exists(key_path):
            with open(key_path, "r") as f:
                return f.read().strip()
    return None


def create_pod(gpu_type="NVIDIA RTX A4000", name="udd-converter"):
    """Create a new pod with specified GPU."""
    print(f"Creating pod with {gpu_type}...")

    ssh_key = get_ssh_public_key()
    if ssh_key:
        print(f"Using SSH key: {ssh_key[:50]}...")

    pod = runpod.create_pod(
        name=name,
        image_name="runpod/pytorch:2.1.0-py3.10-cuda11.8.0-devel-ubuntu22.04",
        gpu_type_id=gpu_type,
        cloud_type="SECURE",
        support_public_ip=True,
        ports="22/tcp",
        volume_in_gb=20,
        container_disk_in_gb=20,
        env={
            "JUPYTER_PASSWORD": "underthesea",
            "PUBLIC_KEY": ssh_key or ""
        }
    )

    print(f"Pod created: {pod['id']}")
    return pod


def wait_for_pod_ready(pod_id, timeout=300):
    """Wait for pod to be ready."""
    print(f"Waiting for pod {pod_id} to be ready...")
    start_time = time.time()

    while time.time() - start_time < timeout:
        pod = runpod.get_pod(pod_id)
        status = pod.get('desiredStatus')
        runtime = pod.get('runtime')

        if status == 'RUNNING' and runtime:
            ports = runtime.get('ports', [])
            ssh_port = None
            for port in ports:
                if port.get('privatePort') == 22:
                    ssh_port = port.get('publicPort')
                    break

            if ssh_port:
                ip = runtime.get('gpus', [{}])[0].get('publicIp') or pod.get('machine', {}).get('publicIp')
                print(f"Pod is ready!")
                print(f"  SSH: ssh root@{ip} -p {ssh_port}")
                return pod, ip, ssh_port

        print(f"  Status: {status}, waiting...")
        time.sleep(10)

    raise TimeoutError(f"Pod {pod_id} did not become ready within {timeout} seconds")


def list_pods():
    """List all pods."""
    pods = runpod.get_pods()
    print("Current pods:")
    for pod in pods:
        print(f"  - {pod['id']}: {pod['name']} ({pod.get('desiredStatus', 'unknown')})")
    return pods


def terminate_pod(pod_id):
    """Terminate a pod."""
    print(f"Terminating pod {pod_id}...")
    runpod.terminate_pod(pod_id)
    print("Pod terminated.")


def get_ssh_command(pod_id):
    """Get SSH command for a running pod."""
    pod = runpod.get_pod(pod_id)
    runtime = pod.get('runtime')

    if not runtime:
        print("Pod is not running")
        return None

    ports = runtime.get('ports', [])
    ssh_port = None
    for port in ports:
        if port.get('privatePort') == 22:
            ssh_port = port.get('publicPort')
            break

    # Get public IP
    ip = None
    gpus = runtime.get('gpus', [])
    if gpus:
        ip = gpus[0].get('publicIp')

    if not ip:
        machine = pod.get('machine', {})
        ip = machine.get('publicIp')

    if ip and ssh_port:
        cmd = f"ssh root@{ip} -p {ssh_port} -i ~/.ssh/id_ed25519"
        print(f"SSH command: {cmd}")
        return cmd

    print("Could not determine SSH connection details")
    return None


def main():
    import argparse
    parser = argparse.ArgumentParser(description="Manage RunPod for UD conversion")
    parser.add_argument("action", choices=["list-gpus", "list-pods", "create", "ssh", "terminate"],
                       help="Action to perform")
    parser.add_argument("--gpu", type=str, default="NVIDIA RTX A4000", help="GPU type")
    parser.add_argument("--pod-id", type=str, help="Pod ID for ssh/terminate")
    parser.add_argument("--name", type=str, default="udd-converter", help="Pod name")
    args = parser.parse_args()

    if args.action == "list-gpus":
        list_gpus()
    elif args.action == "list-pods":
        list_pods()
    elif args.action == "create":
        pod = create_pod(gpu_type=args.gpu, name=args.name)
        wait_for_pod_ready(pod['id'])
    elif args.action == "ssh":
        if not args.pod_id:
            pods = list_pods()
            if pods:
                args.pod_id = pods[0]['id']
        if args.pod_id:
            get_ssh_command(args.pod_id)
    elif args.action == "terminate":
        if args.pod_id:
            terminate_pod(args.pod_id)
        else:
            print("Please provide --pod-id")


if __name__ == "__main__":
    main()