def retrieve_experiment(experiment_name):
if experiment_name.endswith('.yml') or experiment_name.endswith('.yaml'):
# user is giving a path to an experiment file
try:
config = load_yaml(experiment_name)
except IOError:
raise ValueError("Requested experiment configuration at path '{}' "
"does not exist".format(experiment_name))
else:
# predefined experiment
try:
config = load_yaml(predefined_experiment_path(experiment_name))
except IOError:
raise ValueError("Requested predefined experiment configuration "
"'{}' does not exist".format(experiment_name))
return Experiment(config)
def retrieve_experiment(experiment_name):
if experiment_name.endswith('.yml') or experiment_name.endswith('.yaml'):
# user is giving a path to an experiment file
try:
config = load_yaml(experiment_name)
except IOError:
raise ValueError("Requested experiment configuration at path '{}' "
"does not exist".format(experiment_name))
else:
# predefined experiment
try:
config = load_yaml(predefined_experiment_path(experiment_name))
except IOError:
raise ValueError("Requested predefined experiment configuration "
"'{}' does not exist".format(experiment_name))
return Experiment(config)
def save_custom_config(c, validate_schema=True):
from menpobench.utils import save_yaml, load_yaml
if custom_config_path().exists():
# Update existing config file with new information
config = load_yaml(custom_config_path())
config.update(c)
else:
config = c
if validate_schema:
# validate the config against the schema
s = config_schema()
if not schema_is_valid(s, config):
report = schema_error_report(s, config)
raise SchemaError('configuration', 'user', report)
save_yaml(config, custom_config_path())
def validate_predefined_experiment(name):
config = load_yaml(predefined_experiment_path(name))
validate_experiment_def(config)
def load_config():
return load_yaml(resolve_config_path())
def validate_predefined_experiment(name):
config = load_yaml(predefined_experiment_path(name))
validate_experiment_def(config)