def validate_value_objects(self, value):
if value["value"] is None:
return None
msgs = []
if self.min is not None:
for min_vo in self.min:
if np.any(np.array(value["value"]) < min_vo["value"]):
msgs.append(
(self.error_min or self.message_min).format(
input=value["value"],
min=min_vo["value"],
min_op="less than",
labels=utils.make_label_str(value),
oth_labels=utils.make_label_str(min_vo),
)
)
if self.max is not None:
for max_vo in self.max:
if np.any(np.array(value["value"]) > max_vo["value"]):
msgs.append(
(self.error_max or self.message_max).format(
input=value["value"],
max=max_vo["value"],
max_op="greater than",
labels=utils.make_label_str(value),
oth_labels=utils.make_label_str(max_vo),
)
)
if msgs:
raise ValidationError(
msgs if len(msgs) > 1 else msgs[0], level=self.level
)
return value
def _get_choice_validator(
self,
vname,
choice_dict,
param_name,
param_spec,
raw_data,
ndim_restriction=False,
):
choices = choice_dict["choices"]
labels = utils.make_label_str(param_spec)
label_suffix = f" for labels {labels}" if labels else ""
if len(choices) < 20:
error_template = (
'{param_name} "{input}" must be in list of choices '
"{choices}{label_suffix}.")
else:
error_template = '{param_name} "{input}" must be in list of choices{label_suffix}.'
error = error_template.format(
param_name=param_name,
labels=labels,
input="{input}",
choices="{choices}",
label_suffix=label_suffix,
)
return contrib.validate.OneOf(choices,
error=error,
level=choice_dict.get("level"))
def apply_validator(self, value, when_value, labels, when_labels, ix=None):
def ix2string(ix):
return (
f"[index={', '.join(map(str, ix))}]" if ix is not None else ""
)
msgs = []
is_val_cond = self.evaluate_is_value(when_value)
if is_val_cond:
for validator in self.then_validators:
try:
validator(value, is_value_object=True)
except ValidationError as ve:
msgs.append(
self.then_message.format(
is_val=f"{self.is_operator.replace('_', ' ')} {self.is_val}",
submsg=str(ve),
labels=utils.make_label_str(labels),
when_labels=utils.make_label_str(when_labels),
ix=ix2string(ix),
)
)
else:
for validator in self.otherwise_validators:
try:
validator(value, is_value_object=True)
except ValidationError as ve:
msgs.append(
self.otherwise_message.format(
is_val=f"{self.is_operator.replace('_', ' ')} {self.is_val}",
submsg=str(ve),
labels=utils.make_label_str(labels),
when_labels=utils.make_label_str(when_labels),
ix=ix2string(ix),
)
)
return msgs