senlin/senlin/common/schema.py

537 lines
16 KiB
Python

# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.
import collections
import numbers
from oslo_log import log as logging
from oslo_serialization import jsonutils
from oslo_utils import strutils
from senlin.common import exception as exc
from senlin.common.i18n import _
LOG = logging.getLogger(__name__)
class AnyIndexDict(collections.abc.Mapping):
"""Convenience schema for a list."""
def __init__(self, value):
self.value = value
def __getitem__(self, key):
if key != '*' and not isinstance(key, int):
raise KeyError("Invalid key %s" % str(key))
return self.value
def __iter__(self):
yield '*'
def __len__(self):
return 1
class SchemaBase(collections.abc.Mapping):
"""Class for validating property or operation schemas."""
KEYS = (
TYPE, DESCRIPTION, DEFAULT, REQUIRED, SCHEMA, CONSTRAINTS,
MIN_VERSION, MAX_VERSION,
) = (
'type', 'description', 'default', 'required', 'schema', 'constraints',
'min_version', 'max_version',
)
TYPES = (
INTEGER, STRING, NUMBER, BOOLEAN, MAP, LIST,
) = (
'Integer', 'String', 'Number', 'Boolean', 'Map', 'List',
)
def __init__(self, description=None, default=None, required=False,
schema=None, constraints=None, min_version=None,
max_version=None):
if schema is not None:
if type(self) not in (List, Map, Operation):
msg = _('Schema valid only for List or Map, not %s'
) % self[self.TYPE]
raise exc.ESchema(message=msg)
if self[self.TYPE] == self.LIST:
self.schema = AnyIndexDict(schema)
else:
self.schema = schema
self.description = description
self.default = default
self.required = required
self.constraints = constraints or []
self._len = None
self.min_version = min_version
self.max_version = max_version
def has_default(self):
return self.default is not None
def get_default(self):
return self.resolve(self.default)
def _validate_default(self, context):
if self.default is None:
return
try:
# NOTE: this is the subclass's version of 'validate'
self.validate(self.default, context)
except (ValueError, TypeError) as ex:
msg = _('Invalid default %(default)s: %(exc)s'
) % dict(default=self.default, exc=ex)
raise exc.ESchema(message=msg)
def validate_constraints(self, value, schema=None, context=None):
try:
for constraint in self.constraints:
constraint.validate(value, schema=schema, context=context)
except ValueError as ex:
raise exc.ESchema(message=str(ex))
def _validate_version(self, key, version):
if self.min_version and self.min_version > version:
msg = _('%(key)s (min_version=%(min)s) is not supported by '
'spec version %(version)s.'
) % {'key': key, 'min': self.min_version,
'version': version}
raise exc.ESchema(message=msg)
if self.max_version:
if version > self.max_version:
msg = _('%(key)s (max_version=%(max)s) is not supported '
'by spec version %(version)s.'
) % {'version': version, 'max': self.max_version,
'key': key}
raise exc.ESchema(message=msg)
else:
LOG.warning('Warning: %(key)s will be deprecated after '
'version %(version)s!',
{'key': key, 'version': self.max_version})
def __getitem__(self, key):
if key == self.DESCRIPTION:
if self.description is not None:
return self.description
elif key == self.DEFAULT:
if self.default is not None:
return self.default
elif key == self.SCHEMA:
if self.schema is not None:
return dict((n, dict(s)) for n, s in self.schema.items())
elif key == self.REQUIRED:
return self.required
elif key == self.CONSTRAINTS:
if self.constraints:
return [dict(c) for c in self.constraints]
raise KeyError(key)
def __iter__(self):
for k in self.KEYS:
try:
self[k]
except KeyError:
pass
else:
yield k
def __len__(self):
if self._len is None:
self._len = len(list(iter(self)))
return self._len
class PropertySchema(SchemaBase):
"""Class for validating profile and policy specifications."""
KEYS = (
TYPE, DESCRIPTION, DEFAULT, REQUIRED, SCHEMA, UPDATABLE,
CONSTRAINTS, MIN_VERSION, MAX_VERSION,
) = (
'type', 'description', 'default', 'required', 'schema', 'updatable',
'constraints', 'min_version', 'max_version',
)
def __init__(self, description=None, default=None, required=False,
schema=None, updatable=False, constraints=None,
min_version=None, max_version=None):
super(PropertySchema, self).__init__(description=description,
default=default,
required=required, schema=schema,
constraints=constraints,
min_version=min_version,
max_version=max_version)
self.updatable = updatable
def __getitem__(self, key):
# NOTE: UPDATABLE is only applicable to some specs which may be
# eligible for an update operation later
if key == self.UPDATABLE:
return self.updatable
return super(PropertySchema, self).__getitem__(key)
class Boolean(PropertySchema):
def __getitem__(self, key):
if key == self.TYPE:
return self.BOOLEAN
return super(Boolean, self).__getitem__(key)
def to_schema_type(self, value):
try:
return strutils.bool_from_string(str(value), strict=True)
except ValueError:
msg = _("The value '%s' is not a valid Boolean") % value
raise exc.ESchema(message=msg)
def resolve(self, value):
return self.to_schema_type(value)
def validate(self, value, context=None):
if isinstance(value, bool):
return
self.resolve(value)
class Integer(PropertySchema):
def __getitem__(self, key):
if key == self.TYPE:
return self.INTEGER
return super(Integer, self).__getitem__(key)
def to_schema_type(self, value):
if value is None:
return None
if isinstance(value, int):
return value
try:
num = int(value)
except ValueError:
msg = _("The value '%s' is not a valid Integer") % value
raise exc.ESchema(message=msg)
return num
def resolve(self, value):
return self.to_schema_type(value)
def validate(self, value, context=None):
if not isinstance(value, int):
value = self.resolve(value)
self.validate_constraints(value, schema=self, context=context)
class String(PropertySchema):
def __getitem__(self, key):
if key == self.TYPE:
return self.STRING
return super(String, self).__getitem__(key)
def to_schema_type(self, value):
try:
if isinstance(value, str):
return value
return str(value) if value is not None else None
except Exception:
raise
def resolve(self, value):
return self.to_schema_type(value)
def validate(self, value, context=None):
if value is None:
msg = _("The value '%s' is not a valid string.") % value
raise exc.ESchema(message=msg)
self.resolve(value)
self.validate_constraints(value, schema=self, context=context)
class Number(PropertySchema):
def __getitem__(self, key):
if key == self.TYPE:
return self.NUMBER
return super(Number, self).__getitem__(key)
def to_schema_type(self, value):
if isinstance(value, numbers.Number):
return value
try:
return int(value)
except ValueError:
try:
return float(value)
except ValueError:
msg = _("The value '%s' is not a valid number.") % value
raise exc.ESchema(message=msg)
def resolve(self, value):
return self.to_schema_type(value)
def validate(self, value, context=None):
if not isinstance(value, numbers.Number):
value = self.resolve(value)
self.validate_constraints(value, schema=self, context=context)
class List(PropertySchema):
def __getitem__(self, key):
if key == self.TYPE:
return self.LIST
return super(List, self).__getitem__(key)
def _get_children(self, values, context=None):
res = []
for i in range(len(values)):
res.append(self.schema[i].resolve(values[i]))
return res
def resolve(self, value, context=None):
if not isinstance(value, collections.abc.Sequence):
raise TypeError(_('"%s" is not a List') % value)
return [v for v in self._get_children(value, context=context)]
def validate(self, value, context=None):
# if not isinstance(value, collections.abc.Mapping):
if not isinstance(value, collections.abc.Sequence):
msg = _("'%s' is not a List") % value
raise exc.ESchema(message=msg)
for v in value:
self.schema['*'].validate(v, context=context)
class Map(PropertySchema):
def __getitem__(self, key):
if key == self.TYPE:
return self.MAP
return super(Map, self).__getitem__(key)
def _get_children(self, values, context=None):
# There are cases where the Map is not specified to the very
# detailed levels, we treat them as valid specs as well.
if self.schema is None:
return values
sub_schema = self.schema
if sub_schema is not None:
# sub_schema should be a dict here.
subspec = Spec(sub_schema, dict(values))
subspec.validate()
return ((k, subspec[k]) for k in sub_schema)
else:
return values
def get_default(self):
if self.default is None:
return {}
if not isinstance(self.default, collections.abc.Mapping):
msg = _("'%s' is not a Map") % self.default
raise exc.ESchema(message=msg)
return self.default
def resolve(self, value, context=None):
if isinstance(value, str):
try:
value = jsonutils.loads(value)
except (TypeError, ValueError):
msg = _("'%s' is not a Map") % value
raise exc.ESchema(message=msg)
if not isinstance(value, collections.abc.Mapping):
msg = _("'%s' is not a Map") % value
raise exc.ESchema(message=msg)
return dict(self._get_children(value.items(), context))
def validate(self, value, context=None):
if not isinstance(value, collections.abc.Mapping):
msg = _("'%s' is not a Map") % value
raise exc.ESchema(message=msg)
if not self.schema:
return
for key, child in self.schema.items():
item_value = value.get(key)
if item_value:
child.validate(item_value, context)
class StringParam(SchemaBase):
def __getitem__(self, key):
if key == self.TYPE:
return self.STRING
return super(StringParam, self).__getitem__(key)
def validate(self, value):
if not isinstance(value, str):
raise TypeError("value is not a string")
self.validate_constraints(value)
class IntegerParam(SchemaBase):
def __getitem__(self, key):
if key == self.TYPE:
return self.INTEGER
return super(IntegerParam, self).__getitem__(key)
def validate(self, value):
try:
int(value)
except ValueError:
msg = _("The value '%s' is not a valid Integer") % value
raise ValueError(msg)
self.validate_constraints(value)
class Operation(SchemaBase):
"""Class for specifying operations on profiles."""
KEYS = (
DESCRIPTION, PARAMETERS,
) = (
'description', 'parameters',
)
def __getitem__(self, key):
if key == self.DESCRIPTION:
return self.description or "Undocumented"
elif key == self.PARAMETERS:
if self.schema is None:
return {}
return dict((n, dict(s)) for n, s in self.schema.items())
def validate(self, data, version=None):
for k in data:
if k not in self.schema:
msg = _("Unrecognizable parameter '%s'") % k
raise exc.ESchema(message=msg)
for (k, s) in self.schema.items():
try:
if k in data:
s.validate(data[k])
elif s.required:
msg = _("Required parameter '%s' not provided") % k
raise exc.ESchema(message=msg)
if version:
s._validate_version(k, version)
except (TypeError, ValueError) as ex:
raise exc.ESchema(message=str(ex))
class Spec(collections.abc.Mapping):
"""A class that contains all spec items."""
def __init__(self, schema, data, version=None):
self._schema = schema
self._data = data
self._version = version
def validate(self):
"""Validate the schema."""
for (k, s) in self._schema.items():
try:
# Validate through resolve
self.resolve_value(k)
# Validate schema for version
if self._version:
self._schema[k]._validate_version(k, self._version)
except (TypeError, ValueError) as err:
raise exc.ESchema(message=str(err))
for key in self._data:
if key not in self._schema:
msg = _("Unrecognizable spec item '%s'") % key
raise exc.ESchema(message=msg)
def resolve_value(self, key):
if key not in self:
raise exc.ESchema(message="Invalid spec item: %s" % key)
schema_item = self._schema[key]
if key in self._data:
raw_value = self._data[key]
schema_item.validate(raw_value)
return schema_item.resolve(raw_value)
elif schema_item.has_default():
return schema_item.get_default()
elif schema_item.required:
msg = _("Required spec item '%s' not provided") % key
raise exc.ESchema(message=msg)
def __getitem__(self, key):
"""Lazy evaluation for spec items."""
return self.resolve_value(key)
def __len__(self):
"""Number of items in the spec.
A spec always contain all keys though some may be not specified.
"""
return len(self._schema)
def __contains__(self, key):
return key in self._schema
def __iter__(self):
return iter(self._schema)
def get_spec_version(spec):
if not isinstance(spec, dict):
msg = _('The provided spec is not a map.')
raise exc.ESchema(message=msg)
if 'type' not in spec:
msg = _("The 'type' key is missing from the provided spec map.")
raise exc.ESchema(message=msg)
if 'version' not in spec:
msg = _("The 'version' key is missing from the provided spec map.")
raise exc.ESchema(message=msg)
return spec['type'], str(spec['version'])