def get_run_settings(input_dict):
"""
Validate settings from a dict of possible input.
Performs the following actions:
1. Normalize (apply defaults)
2. Validate against the schema
Parameters
----------
input_dict : dict
Dictionary of input settings
Returns
-------
dict
Validated run settings
Raises
------
ValueError
"""
run_settings = schema.normalized(input_dict)
# can't have chain_std_deviation and chains_per_parameter defaults with restart_trace
if run_settings.get('mcmc') is not None:
if run_settings['mcmc'].get('restart_trace') is None:
run_settings['mcmc']['chains_per_parameter'] = run_settings[
'mcmc'].get('chains_per_parameter', 2)
run_settings['mcmc']['chain_std_deviation'] = run_settings[
'mcmc'].get('chain_std_deviation', 0.1)
if not schema.validate(run_settings):
raise ValueError(schema.errors)
return run_settings
def get_run_settings(input_dict):
"""
Validate settings from a dict of possible input.
Performs the following actions:
1. Normalize (apply defaults)
2. Validate against the schema
Parameters
----------
input_dict : dict
Dictionary of input settings
Returns
-------
dict
Validated run settings
Raises
------
ValueError
"""
run_settings = schema.normalized(input_dict)
# can't have chain_std_deviation and chains_per_parameter defaults with restart_trace
if run_settings.get('mcmc') is not None:
if run_settings['mcmc'].get('restart_trace') is None:
run_settings['mcmc']['chains_per_parameter'] = run_settings[
'mcmc'].get('chains_per_parameter', 2)
run_settings['mcmc']['chain_std_deviation'] = run_settings[
'mcmc'].get('chain_std_deviation', 0.1)
if run_settings['mcmc']['scheduler'] == 'None':
warnings.warn(
"Setting scheduler to the string 'None' will be deprecated in ESPEI "
"0.9. Use `null` in YAML or `None` in Python.", FutureWarning)
run_settings['mcmc']['scheduler'] = None
if not schema.validate(run_settings):
raise ValueError(schema.errors)
return run_settings