"""
Launch ComfyUI's main.py with PyTorch's cuDNN Scaled-Dot-Product-Attention
backend disabled. On H200 (ZeroGPU), cuDNN "frontend" attention can error with:
  RuntimeError: cuDNN Frontend error: [cudnn_frontend] Error: No valid execution plans built.
in Anima's LLM/attention path (F.scaled_dot_product_attention). Flash / math SDPA
still work.

Set ANIMA_ALLOW_CUDNN_SDPA=1 in the environment to opt out and use PyTorch defaults.
"""
from __future__ import annotations

import os
import runpy
import sys


def main() -> None:
    allow = os.environ.get("ANIMA_ALLOW_CUDNN_SDPA", "").strip() == "1"
    if not allow:
        os.environ.setdefault("TORCH_CUDNN_SDPA_ENABLED", "0")
    root = os.environ.get("COMFYUI_ROOT", "").strip()
    if not root:
        print("comfy_entry: missing COMFYUI_ROOT", file=sys.stderr)
        sys.exit(1)
    main_py = os.path.join(root, "main.py")
    if not os.path.isfile(main_py):
        print(f"comfy_entry: not found: {main_py}", file=sys.stderr)
        sys.exit(1)
    if not allow:
        import torch

        if torch.cuda.is_available() and hasattr(
            torch.backends.cuda, "enable_cudnn_sdp"
        ):
            torch.backends.cuda.enable_cudnn_sdp(False)
    os.chdir(root)
    if root not in sys.path:
        sys.path.insert(0, root)
    # Same argv shape as: python main.py [args...]
    sys.argv = [main_py, *sys.argv[1:]]
    runpy.run_path(main_py, run_name="__main__")


if __name__ == "__main__":
    main()