def _op_extra_attrs(args):
attrs = {
"run_params": args.as_kw(),
"random_seed": _random_seed(args),
"host": util.hostname(),
"user": util.user(),
"platform": util.platform_info(),
}
if args.max_trials:
attrs["max_trials"] = args.max_trials
return attrs
def _op_init_run_attrs(args, op):
attrs = op.run_attrs
if op._label:
attrs["label"] = op._label
if op._batch_trials:
attrs["trials"] = op._batch_trials
attrs["flags"] = op._op_flag_vals
attrs["run_params"] = args.as_kw()
attrs["random_seed"] = op._random_seed
if op._max_trials:
attrs["max_trials"] = op._max_trials
if op._objective:
attrs["objective"] = op._objective
attrs["host"] = util.hostname()
attrs["user"] = util.user()
attrs["platform"] = util.platform_info()
attrs["op"] = _op_config_data(op)
if _python_op(op):
attrs["pip_freeze"] = _pip_freeze()
attrs.update(op._op_cmd_run_attrs)