def check_default_config(self):
"""Check for a configuration inside the default paths."""
config = orion.core.config.to_dict()
backward.update_db_config(config)
if "database" not in config.get("storage", {}):
return "Skipping", "No default configuration found for database."
self.db_config = config["storage"]["database"]
print("\n ", self.db_config)
return "Success", ""
def get_cmd_config(cmdargs):
"""Fetch configuration defined by commandline and local configuration file.
Arguments of commandline have priority over options in configuration file.
"""
cmdargs = resolve_config.fetch_config_from_cmdargs(cmdargs)
cmd_config = resolve_config.fetch_config(cmdargs)
cmd_config = resolve_config.merge_configs(cmd_config, cmdargs)
cmd_config.update(cmd_config.pop("experiment", {}))
cmd_config["user_script_config"] = cmd_config.get("worker", {}).get(
"user_script_config", None
)
cmd_config["branching"] = cmd_config.pop("evc", {})
# TODO: We should move branching specific stuff below in a centralized place for EVC stuff.
if (
cmd_config["branching"].get("auto_resolution", False)
and cmdargs.get("manual_resolution", None) is None
):
cmd_config["branching"]["manual_resolution"] = False
non_monitored_arguments = cmdargs.get("non_monitored_arguments")
if non_monitored_arguments:
cmd_config["branching"][
"non_monitored_arguments"
] = non_monitored_arguments.split(":")
# TODO: user_args won't be defined if reading from DB only (`orion hunt -n <exp> ` alone)
metadata = resolve_config.fetch_metadata(
cmd_config.get("user"),
cmd_config.get("user_args"),
cmd_config.get("user_script_config"),
)
cmd_config["metadata"] = metadata
cmd_config.pop("config", None)
cmd_config["space"] = cmd_config["metadata"].get("priors", None)
backward.update_db_config(cmd_config)
return cmd_config
def get_cmd_config(cmdargs):
"""Fetch configuration defined by commandline and local configuration file.
Arguments of commandline have priority over options in configuration file.
"""
cmdargs = resolve_config.fetch_config_from_cmdargs(cmdargs)
cmd_config = resolve_config.fetch_config(cmdargs)
cmd_config = resolve_config.merge_configs(cmd_config, cmdargs)
cmd_config.update(cmd_config.pop('experiment', {}))
cmd_config['branching'] = cmd_config.pop('evc', {})
metadata = resolve_config.fetch_metadata(cmd_config.get('user'),
cmd_config.get('user_args'))
cmd_config['metadata'] = metadata
cmd_config.pop('config', None)
backward.populate_space(cmd_config)
backward.update_db_config(cmd_config)
return cmd_config
def mock_file_config(cmdargs):
backward.update_db_config(config)
return config