"""Utility functions. """ import contextlib import multiprocessing import sys from milc import cli maybe_exit_should_exit = True maybe_exit_reraise = False # Controls whether or not early `exit()` calls should be made def maybe_exit(rc): if maybe_exit_should_exit: sys.exit(rc) if maybe_exit_reraise: e = sys.exc_info()[1] if e: raise e def maybe_exit_config(should_exit: bool = True, should_reraise: bool = False): global maybe_exit_should_exit global maybe_exit_reraise maybe_exit_should_exit = should_exit maybe_exit_reraise = should_reraise @contextlib.contextmanager def parallelize(): """Returns a function that can be used in place of a map() call. Attempts to use `mpire`, falling back to `multiprocessing` if it's not available. If parallelization is not requested, returns the original map() function. """ # Work out if we've already got a config value for parallel searching if cli.config.user.parallel_search is None: parallel_search = True else: parallel_search = cli.config.user.parallel_search # Non-parallel searches use `map()` if not parallel_search: yield map return # Prefer mpire's `WorkerPool` if it's available with contextlib.suppress(ImportError): from mpire import WorkerPool from mpire.utils import make_single_arguments with WorkerPool() as pool: def _worker(func, *args): # Ensure we don't unpack tuples -- mpire's `WorkerPool` tries to do so normally so we tell it not to. for r in pool.imap_unordered(func, make_single_arguments(*args, generator=False), progress_bar=True): yield r yield _worker return # Otherwise fall back to multiprocessing's `Pool` with multiprocessing.Pool() as pool: yield pool.imap_unordered def parallel_map(*args, **kwargs): """Effectively runs `map()` but executes it in parallel if necessary. """ with parallelize() as map_fn: # This needs to be enclosed in a `list()` as some implementations return # a generator function, which means the scope of the pool is closed off # before the results are returned. Returning a list ensures results are # materialised before any worker pool is shut down. return list(map_fn(*args, **kwargs))