def _check_state_dims(state):
if not state.dim_names:
flag_desc = ", ".join(op_util.flag_assigns(state.proto_flags))
log.error(
"flags for batch (%s) do not contain any search "
"dimension - quitting", flag_desc)
raise batch_util.StopBatch(error=True)
def _check_state_dims(state):
if not state.dim_names:
log.error(
"flags for batch (%s) do not contain any search "
"dimension - quitting",
op_util.flags_desc(state.proto_flags))
raise batch_util.StopBatch(error=True)
def gen_trials(flags,
_runs,
max_trials=None,
random_seed=None,
label=None,
**kw):
"""Public interface for ipy."""
if kw:
log.warning("ignoring configuration %s", kw)
num_trials = max_trials or DEFAULT_TRIALS
dim_names, dims, _initials = skopt_util.flag_dims(flags)
if not dim_names:
log.error(
"flags for batch (%s) do not contain any search "
"dimension - quitting", op_util.flags_desc(flags))
raise batch_util.StopBatch(error=True)
trial_vals = _gen_trial_vals(dims, num_trials, random_seed)
trial_opts = {"label": label or "random"}
return [(_trial_flags(dim_names, dim_vals, flags), trial_opts)
for dim_vals in trial_vals]