import copy import datetime import types from decimal import Decimal from django.db import models from django.forms import widgets from django.utils.datastructures import SortedDict from rest_framework.compat import get_concrete_model # Note: We do the following so that users of the framework can use this style: # # example_field = serializers.CharField(...) # # This helps keep the seperation between model fields, form fields, and # serializer fields more explicit. from rest_framework.fields import * class DictWithMetadata(dict): """ A dict-like object, that can have additional properties attached. """ pass class SortedDictWithMetadata(SortedDict, DictWithMetadata): """ A sorted dict-like object, that can have additional properties attached. """ pass def _is_protected_type(obj): """ True if the object is a native datatype that does not need to be serialized further. """ return isinstance(obj, ( types.NoneType, int, long, datetime.datetime, datetime.date, datetime.time, float, Decimal, basestring) ) def _get_declared_fields(bases, attrs): """ Create a list of serializer field instances from the passed in 'attrs', plus any fields on the base classes (in 'bases'). Note that all fields from the base classes are used. """ fields = [(field_name, attrs.pop(field_name)) for field_name, obj in attrs.items() if isinstance(obj, Field)] fields.sort(key=lambda x: x[1].creation_counter) # If this class is subclassing another Serializer, add that Serializer's # fields. Note that we loop over the bases in *reverse*. This is necessary # in order to the correct order of fields. for base in bases[::-1]: if hasattr(base, 'base_fields'): fields = base.base_fields.items() + fields return SortedDict(fields) class SerializerMetaclass(type): def __new__(cls, name, bases, attrs): attrs['base_fields'] = _get_declared_fields(bases, attrs) return super(SerializerMetaclass, cls).__new__(cls, name, bases, attrs) class SerializerOptions(object): """ Meta class options for Serializer """ def __init__(self, meta): self.depth = getattr(meta, 'depth', 0) self.fields = getattr(meta, 'fields', ()) self.exclude = getattr(meta, 'exclude', ()) class BaseSerializer(Field): class Meta(object): pass _options_class = SerializerOptions _dict_class = SortedDictWithMetadata # Set to unsorted dict for backwards compatability with unsorted implementations. def __init__(self, instance=None, data=None, context=None, **kwargs): super(BaseSerializer, self).__init__(**kwargs) self.opts = self._options_class(self.Meta) self.fields = copy.deepcopy(self.base_fields) self.parent = None self.root = None self.context = context or {} self.init_data = data self.object = instance self._data = None self._errors = None ##### # Methods to determine which fields to use when (de)serializing objects. def default_fields(self, nested=False): """ Return the complete set of default fields for the object, as a dict. """ return {} def get_fields(self, nested=False): """ Returns the complete set of fields for the object as a dict. This will be the set of any explicitly declared fields, plus the set of fields returned by default_fields(). """ ret = SortedDict() # Get the explicitly declared fields for key, field in self.fields.items(): ret[key] = field # Set up the field field.initialize(parent=self, field_name=key) # Add in the default fields fields = self.default_fields(nested) for key, val in fields.items(): if key not in ret: ret[key] = val # If 'fields' is specified, use those fields, in that order. if self.opts.fields: new = SortedDict() for key in self.opts.fields: new[key] = ret[key] ret = new # Remove anything in 'exclude' if self.opts.exclude: for key in self.opts.exclude: ret.pop(key, None) return ret ##### # Field methods - used when the serializer class is itself used as a field. def initialize(self, parent, field_name): """ Same behaviour as usual Field, except that we need to keep track of state so that we can deal with handling maximum depth. """ super(BaseSerializer, self).initialize(parent, field_name) if parent.opts.depth: self.opts.depth = parent.opts.depth - 1 ##### # Methods to convert or revert from objects <--> primative representations. def get_field_key(self, field_name): """ Return the key that should be used for a given field. """ return field_name def convert_object(self, obj): """ Core of serialization. Convert an object into a dictionary of serialized field values. """ ret = self._dict_class() ret.fields = {} fields = self.get_fields(nested=bool(self.opts.depth)) for field_name, field in fields.items(): key = self.get_field_key(field_name) value = field.field_to_native(obj, field_name) ret[key] = value ret.fields[key] = field return ret def restore_fields(self, data): """ Core of deserialization, together with `restore_object`. Converts a dictionary of data into a dictionary of deserialized fields. """ fields = self.get_fields(nested=bool(self.opts.depth)) reverted_data = {} for field_name, field in fields.items(): try: field.field_from_native(data, field_name, reverted_data) except ValidationError as err: self._errors[field_name] = list(err.messages) return reverted_data def perform_validation(self, attrs): """ Run `validate_()` and `validate()` methods on the serializer """ # TODO: refactor this so we're not determining the fields again fields = self.get_fields(nested=bool(self.opts.depth)) for field_name, field in fields.items(): try: validate_method = getattr(self, 'validate_%s' % field_name, None) if validate_method: source = field.source or field_name attrs = validate_method(attrs, source) except ValidationError as err: self._errors[field_name] = self._errors.get(field_name, []) + list(err.messages) try: attrs = self.validate(attrs) except ValidationError as err: self._errors['non_field_errors'] = err.messages return attrs def validate(self, attrs): """ Stub method, to be overridden in Serializer subclasses """ return attrs def restore_object(self, attrs, instance=None): """ Deserialize a dictionary of attributes into an object instance. You should override this method to control how deserialized objects are instantiated. """ if instance is not None: instance.update(attrs) return instance return attrs def to_native(self, obj): """ Serialize objects -> primatives. """ if hasattr(obj, '__iter__'): return [self.convert_object(item) for item in obj] return self.convert_object(obj) def from_native(self, data): """ Deserialize primatives -> objects. """ if hasattr(data, '__iter__') and not isinstance(data, dict): # TODO: error data when deserializing lists return (self.from_native(item) for item in data) self._errors = {} if data is not None: attrs = self.restore_fields(data) attrs = self.perform_validation(attrs) else: self._errors['non_field_errors'] = ['No input provided'] if not self._errors: return self.restore_object(attrs, instance=getattr(self, 'object', None)) def field_to_native(self, obj, field_name): """ Override default so that we can apply ModelSerializer as a nested field to relationships. """ obj = getattr(obj, self.source or field_name) # If the object has an "all" method, assume it's a relationship if is_simple_callable(getattr(obj, 'all', None)): return [self.to_native(item) for item in obj.all()] return self.to_native(obj) @property def errors(self): """ Run deserialization and return error data, setting self.object if no errors occurred. """ if self._errors is None: obj = self.from_native(self.init_data) if not self._errors: self.object = obj return self._errors def is_valid(self): return not self.errors @property def data(self): if self._data is None: self._data = self.to_native(self.object) return self._data def save(self): """ Save the deserialized object and return it. """ self.object.save() return self.object class Serializer(BaseSerializer): __metaclass__ = SerializerMetaclass class ModelSerializerOptions(SerializerOptions): """ Meta class options for ModelSerializer """ def __init__(self, meta): super(ModelSerializerOptions, self).__init__(meta) self.model = getattr(meta, 'model', None) class ModelSerializer(Serializer): """ A serializer that deals with model instances and querysets. """ _options_class = ModelSerializerOptions def default_fields(self, nested=False): """ Return all the fields that should be serialized for the model. """ # TODO: Modfiy this so that it's called on init, and drop # serialize/obj/data arguments. # # We *could* provide a hook for dynamic fields, but # it'd be nice if the default was to generate fields statically # at the point of __init__ cls = self.opts.model opts = get_concrete_model(cls)._meta pk_field = opts.pk while pk_field.rel: pk_field = pk_field.rel.to._meta.pk fields = [pk_field] fields += [field for field in opts.fields if field.serialize] fields += [field for field in opts.many_to_many if field.serialize] ret = SortedDict() is_pk = True # First field in the list is the pk for model_field in fields: if is_pk: field = self.get_pk_field(model_field) is_pk = False elif model_field.rel and nested: field = self.get_nested_field(model_field) elif model_field.rel: to_many = isinstance(model_field, models.fields.related.ManyToManyField) field = self.get_related_field(model_field, to_many=to_many) else: field = self.get_field(model_field) if field: field.initialize(parent=self, field_name=model_field.name) ret[model_field.name] = field return ret def get_pk_field(self, model_field): """ Returns a default instance of the pk field. """ return Field() def get_nested_field(self, model_field): """ Creates a default instance of a nested relational field. """ return ModelSerializer() def get_related_field(self, model_field, to_many=False): """ Creates a default instance of a flat relational field. """ # TODO: filter queryset using: # .using(db).complex_filter(self.rel.limit_choices_to) queryset = model_field.rel.to._default_manager if to_many: return ManyPrimaryKeyRelatedField(queryset=queryset) return PrimaryKeyRelatedField(queryset=queryset) def get_field(self, model_field): """ Creates a default instance of a basic non-relational field. """ kwargs = {} kwargs['blank'] = model_field.blank if model_field.null: kwargs['required'] = False if model_field.has_default(): kwargs['required'] = False kwargs['default'] = model_field.get_default() if model_field.__class__ == models.TextField: kwargs['widget'] = widgets.Textarea # TODO: TypedChoiceField? if model_field.flatchoices: # This ModelField contains choices kwargs['choices'] = model_field.flatchoices return ChoiceField(**kwargs) field_mapping = { models.FloatField: FloatField, models.IntegerField: IntegerField, models.PositiveIntegerField: IntegerField, models.SmallIntegerField: IntegerField, models.PositiveSmallIntegerField: IntegerField, models.DateTimeField: DateTimeField, models.DateField: DateField, models.EmailField: EmailField, models.CharField: CharField, models.TextField: CharField, models.CommaSeparatedIntegerField: CharField, models.BooleanField: BooleanField, } try: return field_mapping[model_field.__class__](**kwargs) except KeyError: return ModelField(model_field=model_field, **kwargs) def restore_object(self, attrs, instance=None): """ Restore the model instance. """ self.m2m_data = {} if instance: for key, val in attrs.items(): setattr(instance, key, val) return instance for field in self.opts.model._meta.many_to_many: if field.name in attrs: self.m2m_data[field.name] = attrs.pop(field.name) return self.opts.model(**attrs) def save(self, save_m2m=True): """ Save the deserialized object and return it. """ self.object.save() if getattr(self, 'm2m_data', None) and save_m2m: for accessor_name, object_list in self.m2m_data.items(): setattr(self.object, accessor_name, object_list) self.m2m_data = {} return self.object class HyperlinkedModelSerializerOptions(ModelSerializerOptions): """ Options for HyperlinkedModelSerializer """ def __init__(self, meta): super(HyperlinkedModelSerializerOptions, self).__init__(meta) self.view_name = getattr(meta, 'view_name', None) class HyperlinkedModelSerializer(ModelSerializer): """ """ _options_class = HyperlinkedModelSerializerOptions _default_view_name = '%(model_name)s-detail' url = HyperlinkedIdentityField() def __init__(self, *args, **kwargs): super(HyperlinkedModelSerializer, self).__init__(*args, **kwargs) if self.opts.view_name is None: self.opts.view_name = self._get_default_view_name(self.opts.model) def _get_default_view_name(self, model): """ Return the view name to use if 'view_name' is not specified in 'Meta' """ model_meta = model._meta format_kwargs = { 'app_label': model_meta.app_label, 'model_name': model_meta.object_name.lower() } return self._default_view_name % format_kwargs def get_pk_field(self, model_field): return None def get_related_field(self, model_field, to_many): """ Creates a default instance of a flat relational field. """ # TODO: filter queryset using: # .using(db).complex_filter(self.rel.limit_choices_to) rel = model_field.rel.to queryset = rel._default_manager kwargs = { 'queryset': queryset, 'view_name': self._get_default_view_name(rel) } if to_many: return ManyHyperlinkedRelatedField(**kwargs) return HyperlinkedRelatedField(**kwargs)