"""DeepHyper command line interface.

It can be used in the shell with:

.. code-block:: console

$ deephyper --help

usage: deephyper [-h] {hps,nas,new-problem,ray-cluster,ray-submit,start-project} ...

DeepHyper command line.

positional arguments:

{hps,nas,new-problem,ray-cluster,ray-submit,start-project}

hps Command line to run hyperparameter search.

nas Command line to run neural architecture search.

new-problem Tool to init an hyper-parameter search package or a neural architecture search problem folder.

start-project Set up a new project folder for DeepHyper benchmarks

optional arguments:

-h, --help show this help message and exit

"""

import argparse

from deephyper.core.cli import _hps, _nas, _new_problem, _start_project

def create_parser():

"""

:meta private:

"""

parser = argparse.ArgumentParser(description="DeepHyper command line.")

subparsers = parser.add_subparsers()

# hyper-parameter search

_hps.add_subparser(subparsers)

# neural architecture search cli

_nas.add_subparser(subparsers)

# new-problem

_new_problem.add_subparser(subparsers)

# start-project

_start_project.add_subparser(subparsers)

return parser

def main():

"""

:meta private:

"""

parser = create_parser()

args = parser.parse_args()

if hasattr(args, "func"):

func = args.func

kwargs = vars(args)

kwargs.pop("func")

func(**kwargs)

else:

parser.print_help()