"""ComfyUI-layout weight file resolution. Weight files live under MODELS_PATH in ComfyUI's folder layout (diffusion_models/, text_encoders/, vae/, ...) so the folder is shareable with a ComfyUI install. Files are used in place when present and downloaded to exactly their repo-relative location only when missing, so nothing is ever duplicated on re-run. Lifted from the minimax_h3 / ltx2.5 model implementations; those now call into here. """ import os from typing import Callable, Iterable, Optional from toolkit.paths import MODELS_PATH def find_file_recursive(root_dir: str, filename: str) -> Optional[str]: """First (breadth-stable, sorted) match of ``filename`` anywhere under ``root_dir``.""" if not os.path.isdir(root_dir): return None for dirpath, dirnames, filenames in os.walk(root_dir): dirnames.sort() if filename in filenames: return os.path.join(dirpath, filename) return None def repo_id_from_name_or_path( name_or_path: Optional[str], default: str ) -> str: """Treat a hub-style ``name_or_path`` ("org/repo") as a replacement comfy repo; anything local (or an explicit .safetensors file) keeps the default.""" if ( name_or_path and not os.path.exists(name_or_path) and not name_or_path.endswith(".safetensors") and "/" in name_or_path ): return name_or_path return default def resolve_comfy_file( rel_path: str, repo_id: str, override_path: Optional[str] = None, extra_roots: Optional[Iterable[str]] = None, hf_token: Optional[str] = None, status_fn: Optional[Callable[[str], None]] = None, local_only: bool = False, ) -> Optional[str]: """Find a weight file at its local location, or download it there when (and only when) it is missing. Search order: ``override_path`` (must exist), the repo-relative path under MODELS_PATH (and each of ``extra_roots``), the bare filename at each root, any subfolder of the category folder (recursive — e.g. diffusion_models/my_custom_sub/), then the hub — downloaded to the repo-relative path under MODELS_PATH. With ``local_only`` the hub is never touched and a miss returns None. """ if override_path is not None: if not os.path.exists(override_path): raise FileNotFoundError( f"Override path for {rel_path} does not exist: {override_path}" ) return override_path filename = os.path.basename(rel_path) category = os.path.dirname(rel_path) roots = [MODELS_PATH] + [r for r in (extra_roots or []) if os.path.isdir(r)] for root in roots: for rel in (rel_path, filename): candidate = os.path.join(root, rel) if os.path.exists(candidate): return candidate for root in roots: found = find_file_recursive(os.path.join(root, category), filename) if found is not None: return found if local_only: return None import huggingface_hub if status_fn is not None: status_fn(f"Downloading {rel_path} from {repo_id} into {MODELS_PATH}") return huggingface_hub.hf_hub_download( repo_id=repo_id, filename=rel_path, token=hf_token, local_dir=MODELS_PATH ) def resolve_named_file( path: str, component: str = "model", hf_token: Optional[str] = None, ) -> str: """Resolve an explicit .safetensors reference: a local file, a file already under MODELS_PATH, or an 'org/repo/path/file.safetensors' hub path (downloaded into the models folder at its repo-relative path).""" if os.path.exists(path): return path splits = path.split("/") if len(splits) < 3: raise ValueError( f"Invalid {component} path: {path}. Must be a local file or " "'org/repo/filename.safetensors' to download from the Hugging Face Hub." ) rel_path = "/".join(splits[2:]) for candidate in ( os.path.join(MODELS_PATH, rel_path), os.path.join(MODELS_PATH, splits[-1]), ): if os.path.exists(candidate): return candidate import huggingface_hub return huggingface_hub.hf_hub_download( repo_id="/".join(splits[:2]), filename=rel_path, token=hf_token, local_dir=MODELS_PATH, )