import argparse import sys import os import importlib import pickle import modes.experiments as exp import modes.runtime as runtime def mkdir_if_not_exists(path): if not os.path.exists(path): os.mkdir(path) parser = argparse.ArgumentParser() parser.add_argument('experiments', metavar='EXP', type=str, nargs='+', help='An experiment file to run') parser.add_argument('--runs', metavar='N', type=int, default=1, help='Number of repetition for each experiment') parser.add_argument('--verbose', action='store_const', const=True, default=False, help='Verbose output') g_env = parser.add_argument_group('Environment') g_env.add_argument('--repo', metavar='DIR', type=str, default='..', help='Repo directory') g_env.add_argument('--workdir', metavar='DIR', type=str, default='./out/', help='Work directory base') g_env.add_argument('--outdir', metavar='DIR', type=str, default='./out/', help='Output directory base') g_par = parser.add_argument_group('Parallel Runtime') g_par.add_argument('--parallel', dest='runtime', action='store_const', const='parallel', default='sequential', help='Use parallel instead of sequential runtime') g_par.add_argument('--cores', metavar='N', type=int, default=len(os.sched_getaffinity(0)), help='Number of cores to use for parallel runs') g_par.add_argument('--mem', metavar='N', type=int, default=None, help='Memory limit for parallel runs (in MB)') args = parser.parse_args() experiments = [] for path in args.experiments: modname, modext = os.path.splitext(os.path.basename(path)) if modext == '.py': spec = importlib.util.spec_from_file_location(modname, path) mod = importlib.util.module_from_spec(spec) spec.loader.exec_module(mod) experiments += mod.experiments else: with open(path, 'rb') as f: experiments.append(pickle.load(f)) mkdir_if_not_exists(args.workdir) mkdir_if_not_exists(args.outdir) if args.runtime == 'parallel': rt = runtime.LocalParallelRuntime(cores=args.cores, mem=args.mem, verbose=args.verbose) else: rt = runtime.LocalSimpleRuntime(verbose=args.verbose) for e in experiments: workdir_base = '%s/%s' % (args.workdir, e.name) mkdir_if_not_exists(workdir_base) for run in range(0, args.runs): outpath = '%s/%s-%d.json' % (args.outdir, e.name, run) if os.path.exists(outpath): print('skip %s run %d' % (e.name, run)) continue workdir = '%s/%d' % (workdir_base, run) mkdir_if_not_exists(workdir) env = exp.ExpEnv(args.repo, workdir) rt.add_run(runtime.Run(e, run, env, outpath)) rt.start()