from pathlib import Path from typing import Optional, Union from dill import dump from ..context import get_context def save_model( model: Union[Path, str, object], key: str, *, keep_last_n: Optional[int] = None ) -> str: file = get_context().large_file_implementation( name=key, mode="wb", keep_last_n=keep_last_n ) if isinstance(model, Path) or isinstance(model, str): file.push(model) else: with file as f: dump(model, f) get_context().logger.info(f"Model {key} uploaded with version {file.version}") return f"{key}:{file.version}"