from collections import Iterable, defaultdict, OrderedDict from django.core.exceptions import ObjectDoesNotExist from django.db.models import NOT_PROVIDED from rest_framework import serializers from rest_framework.exceptions import ValidationError from rest_framework.fields import SkipField, empty from rest_framework.settings import api_settings from rest_framework.utils import html from common.db.fields import EncryptMixin from common.serializers.fields import EncryptedField, LabeledChoiceField, ObjectRelatedField __all__ = [ 'BulkSerializerMixin', 'BulkListSerializerMixin', 'CommonSerializerMixin', 'CommonBulkSerializerMixin', 'SecretReadableMixin', 'CommonModelSerializer', 'CommonBulkModelSerializer', ] class SecretReadableMixin(serializers.Serializer): """ 加密字段 (EncryptedField) 可读性 """ def __init__(self, *args, **kwargs): super(SecretReadableMixin, self).__init__(*args, **kwargs) if not hasattr(self, 'Meta') or not hasattr(self.Meta, 'extra_kwargs'): return extra_kwargs = self.Meta.extra_kwargs for field_name, serializer_field in self.fields.items(): if not isinstance(serializer_field, EncryptedField): continue if field_name not in extra_kwargs: continue field_extra_kwargs = extra_kwargs[field_name] if 'write_only' not in field_extra_kwargs: continue serializer_field.write_only = field_extra_kwargs['write_only'] class BulkSerializerMixin(object): """ Become rest_framework_bulk not support uuid as a primary key so rewrite it. https://github.com/miki725/django-rest-framework-bulk/issues/66 """ def to_internal_value(self, data): from rest_framework_bulk import BulkListSerializer ret = super(BulkSerializerMixin, self).to_internal_value(data) id_attr = getattr(self.Meta, 'update_lookup_field', 'id') if self.context.get('view'): request_method = getattr(getattr(self.context.get('view'), 'request'), 'method', '') # add update_lookup_field field back to validated data # since super by default strips out read-only fields # hence id will no longer be present in validated_data if all([ isinstance(self.root, BulkListSerializer), id_attr, request_method in ('PUT', 'PATCH') ]): id_field = self.fields.get("id") or self.fields.get('pk') if data.get("id"): id_value = id_field.to_internal_value(data.get("id")) else: id_value = id_field.to_internal_value(data.get("pk")) ret[id_attr] = id_value return ret def run_validation(self, data=empty): """ 批量创建时,获取到的self.initial_data是list, 所以想用一个属性来存放当前操作的数据集,在validate_field中使用 :param data: :return: """ # 只有批量创建的时候,才需要重写 initial_data if self.parent: self.initial_data = data return super().run_validation(data) @classmethod def many_init(cls, *args, **kwargs): from .common import AdaptedBulkListSerializer meta = getattr(cls, 'Meta', None) assert meta is not None, 'Must have `Meta`' if not hasattr(meta, 'list_serializer_class'): meta.list_serializer_class = AdaptedBulkListSerializer return super(BulkSerializerMixin, cls).many_init(*args, **kwargs) class BulkListSerializerMixin: """ Become rest_framework_bulk doing bulk update raise Exception: 'QuerySet' object has no attribute 'pk' when doing bulk update so rewrite it . https://github.com/miki725/django-rest-framework-bulk/issues/68 """ def to_internal_value(self, data): """ List of dicts of native values <- List of dicts of primitive datatypes. """ if self.instance is None: return super().to_internal_value(data) if html.is_html_input(data): data = html.parse_html_list(data) if not isinstance(data, list): message = self.error_messages['not_a_list'].format( input_type=type(data).__name__ ) raise ValidationError({ api_settings.NON_FIELD_ERRORS_KEY: [message] }, code='not_a_list') if not self.allow_empty and len(data) == 0: if self.parent and self.partial: raise SkipField() message = self.error_messages['empty'] raise ValidationError({ api_settings.NON_FIELD_ERRORS_KEY: [message] }, code='empty') ret = [] errors = [] for item in data: try: # prepare child serializer to only handle one instance if 'id' in item: pk = item["id"] elif 'pk' in item: pk = item["pk"] else: raise ValidationError("id or pk not in data") child = self.instance.get(pk=pk) self.child.instance = child self.child.initial_data = item # raw validated = self.child.run_validation(item) except ValidationError as exc: errors.append(exc.detail) except ObjectDoesNotExist as e: errors.append(e) else: ret.append(validated) errors.append({}) if any(errors): raise ValidationError(errors) return ret def create(self, validated_data): ModelClass = self.child.Meta.model use_model_bulk_create = getattr(self.child.Meta, 'use_model_bulk_create', False) model_bulk_create_kwargs = getattr(self.child.Meta, 'model_bulk_create_kwargs', {}) if use_model_bulk_create: to_create = [ ModelClass(**attrs) for attrs in validated_data ] objs = ModelClass._default_manager.bulk_create( to_create, **model_bulk_create_kwargs ) return objs else: return super().create(validated_data) class BaseDynamicFieldsPlugin: def __init__(self, serializer): self.serializer = serializer def can_dynamic(self): try: request = self.serializer.context['request'] method = request.method except (AttributeError, TypeError, KeyError): # The serializer was not initialized with request context. return False if method != 'GET': return False return True def get_request(self): return self.serializer.context['request'] def get_query_params(self): request = self.get_request() try: query_params = request.query_params except AttributeError: # DRF 2 query_params = getattr(request, 'QUERY_PARAMS', request.GET) return query_params def get_exclude_field_names(self): return set() class QueryFieldsMixin(BaseDynamicFieldsPlugin): # https://github.com/wimglenn/djangorestframework-queryfields/ # If using Django filters in the API, these labels mustn't conflict with any model field names. include_arg_name = 'fields' exclude_arg_name = 'fields!' # Split field names by this string. It doesn't necessarily have to be a single character. # Avoid RFC 1738 reserved characters i.e. ';', '/', '?', ':', '@', '=' and '&' delimiter = ',' def get_exclude_field_names(self): query_params = self.get_query_params() includes = query_params.getlist(self.include_arg_name) include_field_names = {name for names in includes for name in names.split(self.delimiter) if name} excludes = query_params.getlist(self.exclude_arg_name) exclude_field_names = {name for names in excludes for name in names.split(self.delimiter) if name} if not include_field_names and not exclude_field_names: # No user fields filtering was requested, we have nothing to do here. return [] serializer_field_names = set(self.serializer.fields) fields_to_drop = serializer_field_names & exclude_field_names if include_field_names: fields_to_drop |= serializer_field_names - include_field_names return fields_to_drop class SizedModelFieldsMixin(BaseDynamicFieldsPlugin): arg_name = 'fields_size' def can_dynamic(self): if not hasattr(self.serializer, 'Meta'): return False can = super().can_dynamic() return can def get_exclude_field_names(self): query_params = self.get_query_params() size = query_params.get(self.arg_name) if not size: return [] if size not in ['mini', 'small']: return [] size_fields = getattr(self.serializer.Meta, 'fields_{}'.format(size), None) if not size_fields or not isinstance(size_fields, Iterable): return [] serializer_field_names = set(self.serializer.fields) fields_to_drop = serializer_field_names - set(size_fields) return fields_to_drop class DefaultValueFieldsMixin: def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.set_fields_default_value() def set_fields_default_value(self): if not hasattr(self, 'Meta'): return if not hasattr(self.Meta, 'model'): return model = self.Meta.model for name, serializer_field in self.fields.items(): if serializer_field.default != empty or serializer_field.required: continue model_field = getattr(model, name, None) if model_field is None: continue if not hasattr(model_field, 'field') \ or not hasattr(model_field.field, 'default') \ or model_field.field.default == NOT_PROVIDED: continue if name == 'id': continue default = model_field.field.default if callable(default): default = default() if default == '': continue # print(f"Set default value: {name}: {default}") serializer_field.default = default class DynamicFieldsMixin: """ 可以控制显示不同的字段,mini 最少,small 不包含关系 """ dynamic_fields_plugins = [QueryFieldsMixin, SizedModelFieldsMixin] def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) exclude_field_names = set() for cls in self.dynamic_fields_plugins: plugin = cls(self) if not plugin.can_dynamic(): continue exclude_field_names |= set(plugin.get_exclude_field_names()) for field in exclude_field_names or []: self.fields.pop(field, None) class RelatedModelSerializerMixin: serializer_related_field = ObjectRelatedField serializer_choice_field = LabeledChoiceField class SomeFieldsMixin: instance: None initial_data: dict common_fields = ( 'comment', 'created_by', 'updated_by', 'date_created', 'date_updated', ) secret_fields = ( 'password', 'token', 'secret', 'key', 'private_key' ) def get_initial_value(self, attr, default=None): value = self.initial_data.get(attr) if value is not None: return value if self.instance: value = getattr(self.instance, attr, default) return value return default @staticmethod def order_fields(fields): bool_fields = [] datetime_fields = [] other_fields = [] for name, field in fields.items(): to_add = (name, field) if isinstance(field, serializers.BooleanField): bool_fields.append(to_add) elif isinstance(field, serializers.DateTimeField): datetime_fields.append(to_add) else: other_fields.append(to_add) _fields = [*other_fields, *bool_fields, *datetime_fields] fields = OrderedDict() for name, field in _fields: fields[name] = field return fields def get_fields(self): fields = super().get_fields() fields = self.order_fields(fields) secret_readable = isinstance(self, SecretReadableMixin) for name, field in fields.items(): if name == 'id': field.label = 'ID' elif isinstance(field, EncryptMixin) and not secret_readable: field.write_only = True return fields class CommonSerializerMixin(DynamicFieldsMixin, RelatedModelSerializerMixin, SomeFieldsMixin, DefaultValueFieldsMixin): pass class CommonModelSerializer(CommonSerializerMixin, serializers.ModelSerializer): pass class CommonBulkSerializerMixin(BulkSerializerMixin, CommonSerializerMixin): _save_kwargs = defaultdict(dict) class CommonBulkModelSerializer(CommonBulkSerializerMixin, serializers.ModelSerializer): pass