import os import sys import warnings if "juliacall" in sys.modules: warnings.warn( "juliacall module already imported. " "Make sure that you have set the environment variable `PYTHON_JULIACALL_HANDLE_SIGNALS=yes` to avoid segfaults. " "Also note that PySR will not be able to configure `JULIA_NUM_THREADS` or `JULIA_OPTIMIZE` for you." ) else: # Required to avoid segfaults (https://juliapy.github.io/PythonCall.jl/dev/faq/) if os.environ.get("PYTHON_JULIACALL_HANDLE_SIGNALS", "yes") != "yes": warnings.warn( "PYTHON_JULIACALL_HANDLE_SIGNALS environment variable is set to something other than 'yes' or ''. " + "You will experience segfaults if running with multithreading." ) if os.environ.get("JULIA_NUM_THREADS", "auto") != "auto": warnings.warn( "JULIA_NUM_THREADS environment variable is set to something other than 'auto', " "so PySR was not able to set it. You may wish to set it to `'auto'` for full use " "of your CPU." ) # TODO: Remove these when juliapkg lets you specify this for k, default in ( ("PYTHON_JULIACALL_HANDLE_SIGNALS", "yes"), ("JULIA_NUM_THREADS", "auto"), ("JULIA_OPTIMIZE", "3"), ): os.environ[k] = os.environ.get(k, default) from juliacall import Main as jl # type: ignore # TODO: Overwrite this once PythonCall.jl is updated: def seval(s: str): return jl.eval(jl.Meta.parseall(s)) jl.seval = seval