""" Path utilities for model and dataset handling """ import os from pathlib import Path from typing import Optional import logging logger = logging.getLogger(__name__) def normalize_path(path: str) -> str: """ Convert Windows paths to WSL format if needed. Examples: C:\\Users\\... -> /mnt/c/Users/... /home/user/... -> /home/user/... (unchanged) """ if not path: return path # Handle Windows drive letters (C:\\ or c:\\) if len(path) >= 3 and path[1] == ':' and path[2] in ('\\', '/'): drive = path[0].lower() rest = path[3:].replace('\\', '/') return f'/mnt/{drive}/{rest}' # Already Unix-style or relative return path.replace('\\', '/') pass def is_local_path(path: str) -> bool: """ Check if path is a local filesystem path vs HuggingFace model identifier. Examples: True: /home/user/model, C:\\models, ./model, ~/model False: unsloth/llama-3.1-8b, microsoft/phi-2 """ if not path: return False # Obvious HF patterns if path.count('/') == 1 and not path.startswith(('/', '.', '~')): return False # Looks like org/model format # Filesystem indicators return ( path.startswith(('/', '.', '~')) or # Unix absolute/relative ':' in path or # Windows drive or URL '\\' in path or # Windows separator os.path.isabs(path) # System-absolute ) pass def get_cache_path(model_name: str) -> Optional[Path]: """Get HuggingFace cache path for a model if it exists.""" cache_dir = Path.home() / '.cache' / 'huggingface' / 'hub' model_cache_name = model_name.replace("/", "--") model_cache_path = cache_dir / f'models--{model_cache_name}' return model_cache_path if model_cache_path.exists() else None pass def is_model_cached(model_name: str) -> bool: """Check if model is downloaded in HuggingFace cache.""" cache_path = get_cache_path(model_name) if not cache_path: return False # Check for actual model files for suffix in ['.safetensors', '.bin', '.json']: if list(cache_path.rglob(f'*{suffix}')): return True return False pass