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import os

# Define paths
BASE_PATH = "./"
COMFYUI_PATH = os.path.join(BASE_PATH, "ComfyUI")
MODEL_PATH = os.path.join(COMFYUI_PATH, "models")
CACHE_PATH = "/workspace/huggingface_cache"

os.environ["HF_HOME"] = CACHE_PATH
os.makedirs(CACHE_PATH, exist_ok=True)


def run_command(command):
    """Run a shell command using os.system() (simpler than subprocess)."""
    print(f"πŸ”„ Running: {command}")
    exit_code = os.system(command)

    if exit_code != 0:
        print(f"❌ Command failed: {command} (Exit Code: {exit_code})")
        exit(1)  # Exit on failure


# def install_dependencies():
#     """Install system dependencies and Python packages."""
#     print("πŸ“¦ Installing dependencies...")
#     # run_command("apt-get update && apt-get install -y git wget curl libgl1-mesa-glx libglib2.0-0 tmux emacs git-lfs")
#     run_command("pip install --upgrade pip")
#     run_command("pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124")
#     run_command("pip install xformers --index-url https://download.pytorch.org/whl/cu124")
#     # run_command("pip install -r requirements.txt")
#     print("βœ… Dependencies installed.")


def manage_git_repo(repo_url, install_path, requirements=False, submodules=False):
    """Clone or update a git repository and handle its dependencies.

    Args:
        repo_url: URL of the git repository
        install_path: Where to install/update the repository
        requirements: Whether to install requirements.txt
        submodules: Whether to update git submodules
    """
    # Save the original directory
    original_dir = os.getcwd()
    
    if not os.path.exists(install_path) or not os.path.isdir(install_path) or not os.path.exists(
            os.path.join(install_path, ".git")):
        print(f"πŸ“‚ Cloning {os.path.basename(install_path)}...")
        run_command(f"git clone {repo_url} {install_path}")
    else:
        print(f"πŸ”„ {os.path.basename(install_path)} exists. Checking for updates...")

    # Change to repo directory and update
    os.chdir(install_path)
    run_command("git pull")

    if submodules:
        run_command("git submodule update --init --recursive")

    if requirements:
        run_command("python -m pip install -r requirements.txt")

    print(f"βœ… {os.path.basename(install_path)} installed and updated.")
    
    # Change back to the original directory
    os.chdir(original_dir)


def install_comfyui():
    """Clone and set up ComfyUI if not already installed."""
    manage_git_repo(
        "https://github.com/comfyanonymous/ComfyUI.git",
        COMFYUI_PATH,
        requirements=True
    )

def download_huggingface_models():
    """Download required models from Hugging Face."""
    from huggingface_hub import hf_hub_download
    hf_models = [
        {"repo_id": "black-forest-labs/FLUX.1-dev", "filename": "flux1-dev.safetensors", "folder": "unet"},
        {"repo_id": "black-forest-labs/FLUX.1-dev", "filename": "ae.safetensors", "folder": "vae"},
        {"repo_id": "Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro", "filename": "diffusion_pytorch_model.safetensors",
         "folder": "controlnet"},
        {"repo_id": "guozinan/PuLID", "filename": "pulid_flux_v0.9.1.safetensors", "folder": "pulid"},
        {"repo_id": "comfyanonymous/flux_text_encoders", "filename": "t5xxl_fp16.safetensors", "folder": "text_encoders"},
        {"repo_id": "comfyanonymous/flux_text_encoders", "filename": "clip_l.safetensors", "folder": "text_encoders"},
    ]

    # Dictionary mapping repo_ids to specific filenames
    filename_mappings = {
        "Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro": "Flux_Dev_ControlNet_Union_Pro_ShakkerLabs.safetensors",
    }

    for model in hf_models:
        try:
            model_path = hf_hub_download(
                repo_id=model["repo_id"], 
                filename=model["filename"],
                cache_dir=CACHE_PATH,
                repo_type=model.get("repo_type", "model")
            )
            target_dir = os.path.join(MODEL_PATH, model["folder"])
            os.makedirs(target_dir, exist_ok=True)

            # Use mapping if it exists, otherwise use original filename
            file_name_only = filename_mappings.get(model["repo_id"], os.path.basename(model["filename"]))
            target_path = os.path.join(target_dir, file_name_only)

            if not os.path.exists(target_path):
                os.symlink(model_path, target_path)
                print(f"βœ… Linked: {file_name_only}")
            else:
                print(f"βœ… Already exists: {file_name_only}")
        except Exception as e:
            print(f"❌ Failed to download {model['filename']}: {e}")


def download_and_extract_antelopev2():
    """Download and extract AntelopeV2 model for insightface."""
    import zipfile, requests
    base_path = os.path.join(BASE_PATH, "models/insightface/models")
    download_url = "https://huggingface.co/MonsterMMORPG/tools/resolve/main/antelopev2.zip"
    zip_path = os.path.join(base_path, "antelopev2.zip")
    extract_path = os.path.join(base_path, "antelopev2")

    os.makedirs(base_path, exist_ok=True)

    if not os.path.exists(extract_path):
        print(f"πŸ“₯ Downloading AntelopeV2 model...")
        try:
            response = requests.get(download_url, stream=True)
            response.raise_for_status()
            with open(zip_path, "wb") as file:
                for chunk in response.iter_content(chunk_size=8192):
                    file.write(chunk)
            print("βœ… Download complete.")

            print("πŸ“‚ Extracting AntelopeV2 model...")
            with zipfile.ZipFile(zip_path, "r") as zip_ref:
                zip_ref.extractall(base_path)
            print("βœ… Extraction complete.")

            os.remove(zip_path)
            print("πŸ—‘οΈ Cleaned up ZIP file.")
        except Exception as e:
            print(f"❌ Failed to download/extract AntelopeV2: {e}")
    else:
        print("βœ… AntelopeV2 model already exists")


def install_custom_nodes():
    """Install all custom nodes for ComfyUI."""

    custom_nodes_git = [
        {
            "repo": "https://github.com/ltdrdata/ComfyUI-Manager",
            "name": "ComfyUI-Manager",
            "requirements": True
        },
        {
            "repo": "https://github.com/balazik/ComfyUI-PuLID-Flux",
            "name": "ComfyUI-PuLID-Flux",
            "requirements": True
        },
        {
            "repo": "https://github.com/rgthree/rgthree-comfy",
            "name": "rgthree-comfy",
            "requirements": True
        },
        { # we already have insightface so don't need requirements (for dlib)
            "repo": "https://github.com/cubiq/ComfyUI_FaceAnalysis",
            "name": "ComfyUI_FaceAnalysis",
            "requirements": False
        }
    ]

    for node in custom_nodes_git:
        repo_name = node["name"]
        repo_path = os.path.join(COMFYUI_PATH, "custom_nodes", repo_name)
        manage_git_repo(
            node["repo"],
            repo_path,
            requirements=node.get("requirements", False),
            submodules=node.get("submodules", False)
        )
        print(f"βœ… {repo_name} installed and updated.")

    print("βœ… Installed and updated all ComfyUI nodes.")


if __name__ == "__main__":
    # install_dependencies()
    # install_comfyui()
    # download_huggingface_models()
    install_custom_nodes()
    print("πŸŽ‰ Setup Complete! Run `run.py` to start ComfyUI.")