def create_estimator_from_json(cls, json_entry):
method_name = json_entry['method']; del json_entry['method']
print(method_name)
return methods.find_method(method_name)(**json_entry)
def preprocess(est, args):
est.preprocess()
def run_on_batch(est, args):
sim = SumstatSimulation(args.sim_name)
pretty.print_namespace(sim); print()
print('batch=', args.batch_num)
print(est)
est.run_and_save_results(args.batch_num, sim)
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument('--method_name', type=str, required=True,
help='the name of the method for which we are preprocessing')
subparsers = parser.add_subparsers()
subparser_preprocess = subparsers.add_parser('preprocess')
subparser_preprocess.set_defaults(_func=preprocess)
subparser_run = subparsers.add_parser('run')
subparser_run.set_defaults(_func=run_on_batch)
subparser_run.add_argument('--sim_name', type=str, required=True,
help='the name of the simulation for which we are preprocessing')
subparser_run.add_argument('--batch_num', type=int, required=True,
help='the 1-based index of the batch of betas on which the estimator \
should be run')
# construct estimator and simulation and do the appropriate action
args, remaining = parser.parse_known_args()
est = methods.find_method(args.method_name)(command_line_params=remaining)
args._func(est, args)
print(est)
est.run_and_save_results(args.batch_num, sim)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--method_name", type=str, required=True, help="the name of the method for which we are preprocessing"
)
subparsers = parser.add_subparsers()
subparser_preprocess = subparsers.add_parser("preprocess")
subparser_preprocess.set_defaults(_func=preprocess)
subparser_run = subparsers.add_parser("run")
subparser_run.set_defaults(_func=run_on_batch)
subparser_run.add_argument(
"--sim_name", type=str, required=True, help="the name of the simulation for which we are preprocessing"
)
subparser_run.add_argument(
"--batch_num",
type=int,
required=True,
help="the 1-based index of the batch of betas on which the estimator \
should be run",
)
# construct estimator and simulation and do the appropriate action
args, remaining = parser.parse_known_args()
est = methods.find_method(args.method_name)(command_line_params=remaining)
args._func(est, args)