def run_mloop():
'''
M-LOOP Launcher
Starts an instance of M-LOOP configured using a configuration file.
Takes the following command line options
-c filename for configuration file
-h display help
the default name for the configuration is "ExpConfig.txt"
'''
parser = argparse.ArgumentParser(
description='M-LOOP Launcher \n Version:' + ml.__version__ +
'\n \n Starts a new instance of M-LOOP based a on configuration file.',
formatter_class=argparse.RawDescriptionHelpFormatter)
parser.add_argument('-c',
'--configFile',
default='exp_config.txt',
help='Filename of configuration file.')
parser.add_argument('-v',
'--version',
action='version',
version=ml.__version__)
args = parser.parse_args()
config_filename = args.configFile
_ = mll.launch_from_file(config_filename)
def run_mloop():
'''
M-LOOP Launcher
Starts an instance of M-LOOP configured using a configuration file.
Takes the following command line options
-c filename for configuration file
-h display help
the default name for the configuration is "ExpConfig.txt"
'''
parser = argparse.ArgumentParser(description='M-LOOP Launcher \n Version:' + ml.__version__+'\n \n Starts a new instance of M-LOOP based a on configuration file.',
formatter_class=argparse.RawDescriptionHelpFormatter)
parser.add_argument('-c','--configFile',default='exp_config.txt',help='Filename of configuration file.')
parser.add_argument('-v','--version', action='version', version=ml.__version__)
args = parser.parse_args()
config_filename = args.configFile
_ = mll.launch_from_file(config_filename)
def test_controller_config(self):
controller = mll.launch_from_file(mlu.mloop_path +
'/../examples/controller_config.txt',
interface_type='test',
no_delay=False,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_shell_interface_config(self):
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/shell_interface_config.txt',
num_params=1,
target_cost = 0.1,
no_delay = False,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_shell_interface_config(self):
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/shell_interface_config.txt',
num_params=1,
target_cost = 0.1,
no_delay = False,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_differential_evolution_complete_config(self):
controller = mll.launch_from_file(
mlu.mloop_path +
'/../examples/differential_evolution_complete_config.txt',
interface_type='test',
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_tutorial_config(self):
fake_experiment = mlt.FakeExperiment()
fake_experiment.start()
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/tutorial_config.txt',
**self.override_dict)
self.asserts_for_cost_and_params(controller)
fake_experiment.end_event.set()
fake_experiment.join()
def test_tutorial_config(self):
fake_experiment = mlt.FakeExperiment()
fake_experiment.start()
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/tutorial_config.txt',
**self.override_dict)
self.asserts_for_cost_and_params(controller)
fake_experiment.end_event.set()
fake_experiment.join()
def test_logging_config(self):
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/logging_config.txt',
num_params=1,
min_boundary = [-1.0],
max_boundary = [1.0],
target_cost = 0.1,
interface_type = 'test',
no_delay = False,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_file_interface_config(self):
fake_experiment = mlt.FakeExperiment()
fake_experiment.start()
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/file_interface_config.txt',
num_params=1,
target_cost = 0.1,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
fake_experiment.end_event.set()
fake_experiment.join()
def test_logging_config(self):
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/logging_config.txt',
num_params=1,
min_boundary = [-1.0],
max_boundary = [1.0],
target_cost = 0.1,
interface_type = 'test',
no_delay = False,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_file_interface_config(self):
fake_experiment = mlt.FakeExperiment()
fake_experiment.start()
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/file_interface_config.txt',
num_params=1,
target_cost = 0.1,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
fake_experiment.end_event.set()
fake_experiment.join()
def test_nelder_mead_complete_config(self):
controller = mll.launch_from_file(
mlu.mloop_path + '/../examples/nelder_mead_complete_config.txt',
interface_type='test',
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_random_complete_config(self):
_ = mll.launch_from_file(mlu.mloop_path +
'/../examples/random_complete_config.txt',
interface_type='test',
**self.override_dict)
def test_gaussian_process_complete_config(self):
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/gaussian_process_complete_config.txt',
interface_type = 'test',
no_delay = False,
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_differential_evolution_complete_config(self):
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/differential_evolution_complete_config.txt',
interface_type = 'test',
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_nelder_mead_complete_config(self):
controller = mll.launch_from_file(mlu.mloop_path+'/../examples/nelder_mead_complete_config.txt',
interface_type = 'test',
**self.override_dict)
self.asserts_for_cost_and_params(controller)
def test_random_complete_config(self):
_ = mll.launch_from_file(mlu.mloop_path+'/../examples/random_complete_config.txt',
interface_type = 'test',
**self.override_dict)
