def validate_sequence(path, data):
if not isinstance(data, seq_type):
raise er.SequenceTypeInvalid('expected a %s' % seq_type_name,
path)
# Empty seq schema, allow any data.
if not schema:
return data
out = []
invalid = None
errors = []
index_path = UNDEFINED
for i, value in enumerate(data):
index_path = path + [i]
invalid = None
for validate in _compiled:
try:
cval = validate(index_path, value)
if cval is not Remove: # do not include Remove values
out.append(cval)
break
except er.Invalid as e:
if len(e.path) > len(index_path):
raise
invalid = e
else:
errors.append(invalid)
if errors:
raise er.MultipleInvalid(errors)
if _isnamedtuple(data):
return type(data)(*out)
else:
return type(data)(out)
def __call__(self, data):
"""Validate data against this schema."""
try:
return self._compiled([], data)
except er.MultipleInvalid:
raise
except er.Invalid as e:
raise er.MultipleInvalid([e])
def validate_dict(path, data):
if not isinstance(data, dict):
raise er.DictInvalid('expected a dictionary', path)
errors = []
for label, group in groups_of_exclusion.items():
exists = False
for exclusive in group:
if exclusive.schema in data:
if exists:
msg = exclusive.msg if hasattr(exclusive, 'msg') and exclusive.msg else \
"two or more values in the same group of exclusion '%s'" % label
next_path = path + [VirtualPathComponent(label)]
errors.append(er.ExclusiveInvalid(msg, next_path))
break
exists = True
if errors:
raise er.MultipleInvalid(errors)
for label, group in groups_of_inclusion.items():
included = [node.schema in data for node in group]
if any(included) and not all(included):
msg = "some but not all values in the same group of inclusion '%s'" % label
for g in group:
if hasattr(g, 'msg') and g.msg:
msg = g.msg
break
next_path = path + [VirtualPathComponent(label)]
errors.append(er.InclusiveInvalid(msg, next_path))
break
if errors:
raise er.MultipleInvalid(errors)
out = data.__class__()
return base_validate(path, iteritems(data), out)
def validate_set(path, data):
if not isinstance(data, type_):
raise er.Invalid('expected a %s' % type_name, path)
_compiled = [self._compile(s) for s in schema]
errors = []
for value in data:
for validate in _compiled:
try:
validate(path, value)
break
except er.Invalid:
pass
else:
invalid = er.Invalid('invalid value in %s' % type_name, path)
errors.append(invalid)
if errors:
raise er.MultipleInvalid(errors)
return data
def validate_mapping(path, iterable, out):
required_keys = all_required_keys.copy()
# Build a map of all provided key-value pairs.
# The type(out) is used to retain ordering in case a ordered
# map type is provided as input.
key_value_map = type(out)()
for key, value in iterable:
key_value_map[key] = value
# Insert default values for non-existing keys.
for key in all_default_keys:
if not isinstance(key.default, Undefined) and \
key.schema not in key_value_map:
# A default value has been specified for this missing
# key, insert it.
key_value_map[key.schema] = key.default()
error = None
errors = []
for key, value in key_value_map.items():
key_path = path + [key]
remove_key = False
# Optimization. Validate against the matching key first, then fallback to the rest
relevant_candidates = itertools.chain(
candidates_by_key.get(key, []), additional_candidates)
# compare each given key/value against all compiled key/values
# schema key, (compiled key, compiled value)
for skey, (ckey, cvalue) in relevant_candidates:
try:
new_key = ckey(key_path, key)
except er.Invalid as e:
if len(e.path) > len(key_path):
raise
if not error or len(e.path) > len(error.path):
error = e
continue
# Backtracking is not performed once a key is selected, so if
# the value is invalid we immediately throw an exception.
exception_errors = []
# check if the key is marked for removal
is_remove = new_key is Remove
try:
cval = cvalue(key_path, value)
# include if it's not marked for removal
if not is_remove:
out[new_key] = cval
else:
remove_key = True
continue
except er.MultipleInvalid as e:
exception_errors.extend(e.errors)
except er.Invalid as e:
exception_errors.append(e)
if exception_errors:
if is_remove or remove_key:
continue
for err in exception_errors:
if len(err.path) <= len(key_path):
err.error_type = invalid_msg
errors.append(err)
# If there is a validation error for a required
# key, this means that the key was provided.
# Discard the required key so it does not
# create an additional, noisy exception.
required_keys.discard(skey)
break
# Key and value okay, mark as found in case it was
# a Required() field.
required_keys.discard(skey)
break
else:
if remove_key:
# remove key
continue
elif self.extra == ALLOW_EXTRA:
out[key] = value
elif self.extra != REMOVE_EXTRA:
errors.append(
er.Invalid('extra keys not allowed', key_path))
# else REMOVE_EXTRA: ignore the key so it's removed from output
# for any required keys left that weren't found and don't have defaults:
for key in required_keys:
msg = key.msg if hasattr(
key, 'msg') and key.msg else 'required key not provided'
errors.append(er.RequiredFieldInvalid(msg, path + [key]))
if errors:
raise er.MultipleInvalid(errors)
return out