"""This file installs and loads extensions for SymbolicRegression.""" from typing import Optional from .julia_import import Pkg, jl def load_required_packages( *, turbo: bool = False, bumper: bool = False, enable_autodiff: bool = False, cluster_manager: Optional[str] = None, ): if turbo: load_package("LoopVectorization", "bdcacae8-1622-11e9-2a5c-532679323890") if bumper: load_package("Bumper", "8ce10254-0962-460f-a3d8-1f77fea1446e") if enable_autodiff: load_package("Zygote", "e88e6eb3-aa80-5325-afca-941959d7151f") if cluster_manager is not None: load_package("ClusterManagers", "34f1f09b-3a8b-5176-ab39-66d58a4d544e") def isinstalled(uuid_s: str): return jl.haskey(Pkg.dependencies(), jl.Base.UUID(uuid_s)) def load_package(package_name: str, uuid_s: str) -> None: if not isinstalled(uuid_s): Pkg.add(name=package_name, uuid=uuid_s) # TODO: Protect against loading the same symbol from two packages, # maybe with a @gensym here. jl.seval(f"using {package_name}: {package_name}") return None