# Copyright 2013 Red Hat, Inc. # # 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 abc import datetime import copy import iso8601 from oslo_utils import strutils from oslo_utils import timeutils import six from oslo_versionedobjects._i18n import _ from oslo_versionedobjects import exception class KeyTypeError(TypeError): def __init__(self, expected, value): super(KeyTypeError, self).__init__( _('Key %(key)s must be of type %(expected)s not %(actual)s' ) % {'key': repr(value), 'expected': expected.__name__, 'actual': value.__class__.__name__, }) class ElementTypeError(TypeError): def __init__(self, expected, key, value): super(ElementTypeError, self).__init__( _('Element %(key)s:%(val)s must be of type %(expected)s' ' not %(actual)s' ) % {'key': key, 'val': repr(value), 'expected': expected, 'actual': value.__class__.__name__, }) @six.add_metaclass(abc.ABCMeta) class AbstractFieldType(object): @abc.abstractmethod def coerce(self, obj, attr, value): """This is called to coerce (if possible) a value on assignment. This method should convert the value given into the designated type, or throw an exception if this is not possible. :param:obj: The VersionedObject on which an attribute is being set :param:attr: The name of the attribute being set :param:value: The value being set :returns: A properly-typed value """ pass @abc.abstractmethod def from_primitive(self, obj, attr, value): """This is called to deserialize a value. This method should deserialize a value from the form given by to_primitive() to the designated type. :param:obj: The VersionedObject on which the value is to be set :param:attr: The name of the attribute which will hold the value :param:value: The serialized form of the value :returns: The natural form of the value """ pass @abc.abstractmethod def to_primitive(self, obj, attr, value): """This is called to serialize a value. This method should serialize a value to the form expected by from_primitive(). :param:obj: The VersionedObject on which the value is set :param:attr: The name of the attribute holding the value :param:value: The natural form of the value :returns: The serialized form of the value """ pass @abc.abstractmethod def describe(self): """Returns a string describing the type of the field.""" pass @abc.abstractmethod def stringify(self, value): """Returns a short stringified version of a value.""" pass class FieldType(AbstractFieldType): @staticmethod def coerce(obj, attr, value): return value @staticmethod def from_primitive(obj, attr, value): return value @staticmethod def to_primitive(obj, attr, value): return value def describe(self): return self.__class__.__name__ def stringify(self, value): return str(value) class UnspecifiedDefault(object): pass class Field(object): def __init__(self, field_type, nullable=False, default=UnspecifiedDefault, read_only=False): self._type = field_type self._nullable = nullable self._default = default self._read_only = read_only def __repr__(self): return '%s(default=%s,nullable=%s)' % (self._type.__class__.__name__, self._default, self._nullable) @property def nullable(self): return self._nullable @property def default(self): return self._default @property def read_only(self): return self._read_only def _null(self, obj, attr): if self.nullable: return None elif self._default != UnspecifiedDefault: # NOTE(danms): We coerce the default value each time the field # is set to None as our contract states that we'll let the type # examine the object and attribute name at that time. return self._type.coerce(obj, attr, copy.deepcopy(self._default)) else: raise ValueError(_("Field `%s' cannot be None") % attr) def coerce(self, obj, attr, value): """Coerce a value to a suitable type. This is called any time you set a value on an object, like: foo.myint = 1 and is responsible for making sure that the value (1 here) is of the proper type, or can be sanely converted. This also handles the potentially nullable or defaultable nature of the field and calls the coerce() method on a FieldType to actually do the coercion. :param:obj: The object being acted upon :param:attr: The name of the attribute/field being set :param:value: The value being set :returns: The properly-typed value """ if value is None: return self._null(obj, attr) else: return self._type.coerce(obj, attr, value) def from_primitive(self, obj, attr, value): """Deserialize a value from primitive form. This is responsible for deserializing a value from primitive into regular form. It calls the from_primitive() method on a FieldType to do the actual deserialization. :param:obj: The object being acted upon :param:attr: The name of the attribute/field being deserialized :param:value: The value to be deserialized :returns: The deserialized value """ if value is None: return None else: return self._type.from_primitive(obj, attr, value) def to_primitive(self, obj, attr, value): """Serialize a value to primitive form. This is responsible for serializing a value to primitive form. It calls to_primitive() on a FieldType to do the actual serialization. :param:obj: The object being acted upon :param:attr: The name of the attribute/field being serialized :param:value: The value to be serialized :returns: The serialized value """ if value is None: return None else: return self._type.to_primitive(obj, attr, value) def describe(self): """Return a short string describing the type of this field.""" name = self._type.describe() prefix = self.nullable and 'Nullable' or '' return prefix + name def stringify(self, value): if value is None: return 'None' else: return self._type.stringify(value) class String(FieldType): @staticmethod def coerce(obj, attr, value): # FIXME(danms): We should really try to avoid the need to do this accepted_types = six.integer_types + (float, six.string_types, datetime.datetime) if isinstance(value, accepted_types): return six.text_type(value) else: raise ValueError(_('A string is required in field %(attr)s, ' 'not a %(type)s') % {'attr': attr, 'type': type(value).__name__}) @staticmethod def stringify(value): return '\'%s\'' % value class Enum(String): def __init__(self, valid_values, **kwargs): if not valid_values: raise exception.EnumRequiresValidValuesError() try: # Test validity of the values for value in valid_values: super(Enum, self).coerce(None, 'init', value) except (TypeError, ValueError): raise exception.EnumValidValuesInvalidError() self._valid_values = valid_values super(Enum, self).__init__(**kwargs) def coerce(self, obj, attr, value): if value not in self._valid_values: msg = _("Field value %s is invalid") % value raise ValueError(msg) return super(Enum, self).coerce(obj, attr, value) def stringify(self, value): if value not in self._valid_values: msg = _("Field value %s is invalid") % value raise ValueError(msg) return super(Enum, self).stringify(value) class UUID(FieldType): @staticmethod def coerce(obj, attr, value): # FIXME(danms): We should actually verify the UUIDness here return str(value) class Integer(FieldType): @staticmethod def coerce(obj, attr, value): return int(value) class Float(FieldType): def coerce(self, obj, attr, value): return float(value) class Boolean(FieldType): @staticmethod def coerce(obj, attr, value): return bool(value) class FlexibleBoolean(Boolean): @staticmethod def coerce(obj, attr, value): return strutils.bool_from_string(value) class DateTime(FieldType): def __init__(self, tzinfo_aware=True, *args, **kwargs): self.tzinfo_aware = tzinfo_aware super(DateTime, self).__init__(*args, **kwargs) def coerce(self, obj, attr, value): if isinstance(value, six.string_types): # NOTE(danms): Being tolerant of isotime strings here will help us # during our objects transition value = timeutils.parse_isotime(value) elif not isinstance(value, datetime.datetime): raise ValueError(_('A datetime.datetime is required ' 'in field %(attr)s, not a %(type)') % {'attr': attr, 'type': type(value).__name__}) if value.utcoffset() is None and self.tzinfo_aware: # NOTE(danms): Legacy objects from sqlalchemy are stored in UTC, # but are returned without a timezone attached. # As a transitional aid, assume a tz-naive object is in UTC. value = value.replace(tzinfo=iso8601.iso8601.Utc()) elif not self.tzinfo_aware: value = value.replace(tzinfo=None) return value def from_primitive(self, obj, attr, value): return self.coerce(obj, attr, timeutils.parse_isotime(value)) @staticmethod def to_primitive(obj, attr, value): return timeutils.isotime(value) @staticmethod def stringify(value): return timeutils.isotime(value) class CompoundFieldType(FieldType): def __init__(self, element_type, **field_args): self._element_type = Field(element_type, **field_args) class List(CompoundFieldType): def coerce(self, obj, attr, value): if not isinstance(value, list): raise ValueError(_('A list is required in field %(attr)s, ' 'not a %(type)s') % {'attr': attr, 'type': type(value).__name__}) for index, element in enumerate(list(value)): value[index] = self._element_type.coerce( obj, '%s[%i]' % (attr, index), element) return value def to_primitive(self, obj, attr, value): return [self._element_type.to_primitive(obj, attr, x) for x in value] def from_primitive(self, obj, attr, value): return [self._element_type.from_primitive(obj, attr, x) for x in value] def stringify(self, value): return '[%s]' % ( ','.join([self._element_type.stringify(x) for x in value])) class Dict(CompoundFieldType): def coerce(self, obj, attr, value): if not isinstance(value, dict): raise ValueError(_('A dict is required in field %(attr)s, ' 'not a %(type)s') % {'attr': attr, 'type': type(value).__name__}) for key, element in value.items(): if not isinstance(key, six.string_types): # NOTE(guohliu) In order to keep compatibility with python3 # we need to use six.string_types rather than basestring here, # since six.string_types is a tuple, so we need to pass the # real type in. raise KeyTypeError(six.string_types[0], key) value[key] = self._element_type.coerce( obj, '%s["%s"]' % (attr, key), element) return value def to_primitive(self, obj, attr, value): primitive = {} for key, element in value.items(): primitive[key] = self._element_type.to_primitive( obj, '%s["%s"]' % (attr, key), element) return primitive def from_primitive(self, obj, attr, value): concrete = {} for key, element in value.items(): concrete[key] = self._element_type.from_primitive( obj, '%s["%s"]' % (attr, key), element) return concrete def stringify(self, value): return '{%s}' % ( ','.join(['%s=%s' % (key, self._element_type.stringify(val)) for key, val in sorted(value.items())])) class DictProxyField(object): """Descriptor allowing us to assign pinning data as a dict of key_types This allows us to have an object field that will be a dict of key_type keys, allowing that will convert back to string-keyed dict. This will take care of the conversion while the dict field will make sure that we store the raw json-serializable data on the object. key_type should return a type that unambiguously responds to six.text_type so that calling key_type on it yields the same thing. """ def __init__(self, dict_field_name, key_type=int): self._fld_name = dict_field_name self._key_type = key_type def __get__(self, obj, obj_type=None): if obj is None: return self if getattr(obj, self._fld_name) is None: return return dict([(self._key_type(k), v) for k, v in six.iteritems(getattr(obj, self._fld_name))]) def __set__(self, obj, val): if val is None: setattr(obj, self._fld_name, val) else: setattr(obj, self._fld_name, dict([(six.text_type(k), v) for k, v in six.iteritems(val)])) class Set(CompoundFieldType): def coerce(self, obj, attr, value): if not isinstance(value, set): raise ValueError(_('A set is required in field %(attr)s, ' 'not a %(type)s') % {'attr': attr, 'type': type(value).__name__}) coerced = set() for element in value: coerced.add(self._element_type.coerce( obj, '%s["%s"]' % (attr, element), element)) return coerced def to_primitive(self, obj, attr, value): return tuple( self._element_type.to_primitive(obj, attr, x) for x in value) def from_primitive(self, obj, attr, value): return set([self._element_type.from_primitive(obj, attr, x) for x in value]) def stringify(self, value): return 'set([%s])' % ( ','.join([self._element_type.stringify(x) for x in value])) class Object(FieldType): def __init__(self, obj_name, subclasses=False, **kwargs): self._obj_name = obj_name self._subclasses = subclasses super(Object, self).__init__(**kwargs) @staticmethod def _get_all_obj_names(obj): obj_names = [] for parent in obj.__class__.mro(): # Skip mix-ins which are not versioned object subclasses if not hasattr(parent, "obj_name"): continue obj_names.append(parent.obj_name()) return obj_names def coerce(self, obj, attr, value): try: obj_name = value.obj_name() except AttributeError: obj_name = "" if self._subclasses: obj_names = self._get_all_obj_names(value) else: obj_names = [obj_name] if self._obj_name not in obj_names: raise ValueError(_('An object of type %(type)s is required ' 'in field %(attr)s, not a %(valtype)s') % {'type': self._obj_name, 'attr': attr, 'valtype': obj_name}) return value @staticmethod def to_primitive(obj, attr, value): return value.obj_to_primitive() @staticmethod def from_primitive(obj, attr, value): # FIXME(danms): Avoid circular import from base.py from oslo_versionedobjects import base as obj_base # NOTE (ndipanov): If they already got hydrated by the serializer, just # pass them back unchanged if isinstance(value, obj_base.VersionedObject): return value return obj_base.VersionedObject.obj_from_primitive(value, obj._context) def describe(self): return "Object<%s>" % self._obj_name def stringify(self, value): if 'uuid' in value.fields: ident = '(%s)' % (value.obj_attr_is_set('uuid') and value.uuid or 'UNKNOWN') elif 'id' in value.fields: ident = '(%s)' % (value.obj_attr_is_set('id') and value.id or 'UNKNOWN') else: ident = '' return '%s%s' % (self._obj_name, ident) class AutoTypedField(Field): AUTO_TYPE = None def __init__(self, **kwargs): super(AutoTypedField, self).__init__(self.AUTO_TYPE, **kwargs) class StringField(AutoTypedField): AUTO_TYPE = String() class BaseEnumField(AutoTypedField): '''Base class for all enum field types This class should not be directly instantiated. Instead subclass it and set AUTO_TYPE to be a SomeEnum() where SomeEnum is a subclass of Enum. ''' def __init__(self, **kwargs): if self.AUTO_TYPE is None: raise exception.EnumFieldUnset( fieldname=self.__class__.__name__) if not isinstance(self.AUTO_TYPE, Enum): raise exception.EnumFieldInvalid( typename=self.AUTO_TYPE.__class__.__name, fieldname=self.__class__.__name__) super(BaseEnumField, self).__init__(**kwargs) def __repr__(self): valid_values = self._type._valid_values args = { 'nullable': self._nullable, 'default': self._default, } args.update({'valid_values': valid_values}) return '%s(%s)' % (self._type.__class__.__name__, ','.join(['%s=%s' % (k, v) for k, v in sorted(args.items())])) class EnumField(BaseEnumField): '''Anonymous enum field type This class allows for anonymous enum types to be declared, simply by passing in a list of valid values to its constructor. It is generally preferrable though, to create an explicit named enum type by sub-classing the BaseEnumField type directly. ''' def __init__(self, valid_values, **kwargs): self.AUTO_TYPE = Enum(valid_values=valid_values) super(EnumField, self).__init__(**kwargs) class UUIDField(AutoTypedField): AUTO_TYPE = UUID() class IntegerField(AutoTypedField): AUTO_TYPE = Integer() class FloatField(AutoTypedField): AUTO_TYPE = Float() # This is a strict interpretation of boolean # values using Python's semantics for truth/falsehood class BooleanField(AutoTypedField): AUTO_TYPE = Boolean() # This is a flexible interpretation of boolean # values using common user friendly semantics for # truth/falsehood. ie strings like 'yes', 'no', # 'on', 'off', 't', 'f' get mapped to values you # would expect. class FlexibleBooleanField(AutoTypedField): AUTO_TYPE = FlexibleBoolean() class DateTimeField(AutoTypedField): def __init__(self, tzinfo_aware=True, **kwargs): self.AUTO_TYPE = DateTime(tzinfo_aware=tzinfo_aware) super(DateTimeField, self).__init__(**kwargs) class DictOfStringsField(AutoTypedField): AUTO_TYPE = Dict(String()) class DictOfNullableStringsField(AutoTypedField): AUTO_TYPE = Dict(String(), nullable=True) class DictOfIntegersField(AutoTypedField): AUTO_TYPE = Dict(Integer()) class ListOfStringsField(AutoTypedField): AUTO_TYPE = List(String()) class ListOfEnumField(AutoTypedField): def __init__(self, valid_values, **kwargs): self.AUTO_TYPE = List(Enum(valid_values)) super(ListOfEnumField, self).__init__(**kwargs) def __repr__(self): valid_values = self._type._element_type._type._valid_values args = { 'nullable': self._nullable, 'default': self._default, } args.update({'valid_values': valid_values}) return '%s(%s)' % (self._type.__class__.__name__, ','.join(['%s=%s' % (k, v) for k, v in sorted(args.items())])) class SetOfIntegersField(AutoTypedField): AUTO_TYPE = Set(Integer()) class ListOfSetsOfIntegersField(AutoTypedField): AUTO_TYPE = List(Set(Integer())) class ListOfDictOfNullableStringsField(AutoTypedField): AUTO_TYPE = List(Dict(String(), nullable=True)) class ObjectField(AutoTypedField): def __init__(self, objtype, subclasses=False, **kwargs): self.AUTO_TYPE = Object(objtype, subclasses) super(ObjectField, self).__init__(**kwargs) class ListOfObjectsField(AutoTypedField): def __init__(self, objtype, subclasses=False, **kwargs): self.AUTO_TYPE = List(Object(objtype, subclasses)) super(ListOfObjectsField, self).__init__(**kwargs)