ModelSerializer,序列化與反序列化整合


復習

"""
1、解析模塊:全局局部配置
REST_FRAMEWORK = {
    # 全局解析類配置
    'DEFAULT_PARSER_CLASSES': [
        'rest_framework.parsers.JSONParser',
        'rest_framework.parsers.FormParser',
        'rest_framework.parsers.MultiPartParser'
    ],
}
form rest_framework.parsers import JSONParser, FormParser
class User(APIView):
	parser_classes = [JSONParser, FormParser]
	def get():
		pass

2、異常模塊
REST_FRAMEWORK = {
    # 全局配置異常模塊
    'EXCEPTION_HANDLER': 'api.exception.exception_handler',
}
def exception_handler(exc, context):
	response = drf views 中的 exception_handler 先處理
	if response is None:
		通過context,exc記錄詳細的異常信息
		自己自定義響應對象
		return Response({
            'detail': '服務器錯誤'
        }, status=status.HTTP_500_INTERNAL_SERVER_ERROR, exception=True)
	return response

3、響應模塊
	Response(data, status, headers, content_type, exception)

4、Serializer序列化模塊
	序列化
	 ser:
		1)設置需要返回給前台 那些model類有對應的 字段,不需要返回的就不用設置了
		2)設置方法字段,字段名可以隨意,字段值有 get_字段名 提供,來完成一些需要處理在返回的數據
	 view:
		1)從數據庫中將要序列化給前台的model對象,或是對個model對象查詢出來
            user_obj = models.User.objects.get(pk=pk) 或者
            user_obj_list = models.User.objects.all()
        2)將對象交給序列化處理,產生序列化對象,如果序列化的是多個數據,要設置many=True
            user_ser = serializers.UserSerializer(user_obj) 或者
            user_ser = serializers.UserSerializer(user_obj_list, many=True)
        3)序列化 對象.data 就是可以返回給前台的序列化數據
            return Response({
                'status': 0,
                'msg': 0,
                'results': user_ser.data
            })
	反序列化
	 ser:
	 	1)設置必填與選填序列化字段,設置校驗規則
        2)為需要額外校驗的字段提供局部鈎子函數,如果該字段不入庫,且不參與全局鈎子校驗,可以將值取出校驗
        3)為有聯合關系的字段們提供全局鈎子函數,如果某些字段不入庫,可以將值取出校驗
        4)重寫create方法,完成校驗通過的數據入庫工作,得到新增的對象
	 view:
"""

課程准備

配置:settings.py
INSTALLED_APPS = [
    # ...
    'rest_framework',
]

DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.mysql',
        'NAME': 'dg_proj',
        'USER': 'root',
        'PASSWORD': '123',
    }
}
"""
任何__init__文件
import pymysql
pymysql.install_as_MySQLdb()
"""

LANGUAGE_CODE = 'zh-hans'
TIME_ZONE = 'Asia/Shanghai'
USE_I18N = True
USE_L10N = True
USE_TZ = False

MEDIA_URL = '/media/'
MEDIA_ROOT = os.path.join(BASE_DIR, 'media')
路由
# 主
from django.conf.urls import url, include
from django.contrib import admin
from django.views.static import serve
from django.conf import settings
urlpatterns = [
    url(r'^admin/', admin.site.urls),
    url(r'^api/', include('api.urls')),
    url(r'^media/(?P<path>.*)', serve, {'document_root': settings.MEDIA_ROOT}),
]

# 子
from django.conf.urls import url
from . import views
urlpatterns = [
    
]

多表設計

"""
Book表:name、price、img、authors、publish、is_delete、create_time

Publish表:name、address、is_delete、create_time
	
Author表:name、age、is_delete、create_time

AuthorDetail表:mobile, author、is_delete、create_time
	
BaseModel基表
	is_delete、create_time
上面四表繼承基表,可以繼承兩個字段
"""

基表

class BaseModel(models.Model):
    is_delete = models.BooleanField(default=False)
    create_time = models.DateTimeField(auto_now_add=True)

    # 設置 abstract = True 來聲明基表,作為基表的Model不能在數據庫中形成對應的表
    class Meta:
        abstract = True

多表關系斷關聯

知識點(重點)
"""
1、外鍵位置:
	一對多 - 外鍵放多的一方
	一對一 - 從邏輯正反向考慮,如作者表與作者詳情表,作者刪除級聯刪除詳情,詳情刪除作者依舊存在,所以建議外鍵在詳情表中
	多對多 - 外鍵在關系表中
	
2、ORM正向反向連表查找:
	正向:通過外鍵字段 eg: author_detial_obj.author 
	反向:通過related_name的值 eg:author_obj.detail
	注:依賴代碼見下方
	
3、連表操作關系:
	1)作者刪除,詳情級聯 - on_delete=models.CASCADE
	2)作者刪除,詳情置空 - null=True, on_delete=models.SET_NULL
	3)作者刪除,詳情重置 - default=0, on_delete=models.SET_DEFAULT
	4)作者刪除,詳情不動 - on_delete=models.DO_NOTHING
	注:拿作者與作者詳情表舉例
	
4、外鍵關聯字段的參數 - 如何實現 斷關聯、目前表間操作關系、方向查詢字段
	i)作者詳情表中的
	author = models.OneToOneField(
		to='Author',
        related_name='detail',
        db_constraint=False,
        on_delete=models.CASCADE
    )
    
    ii)圖書表中的
    publish = models.ForeignKey(
    	to='Publish',
        related_name='books',
        db_constraint=False,
        on_delete=models.DO_NOTHING,
    )
    authors = models.ManyToManyField(
    	to='Author'
        related_name='books',
        db_constraint=False,
    )
    注:ManyToManyField不能設置on_delete,OneToOneField、ForeignKey必須設置on_delete(django1.x系統默認級聯,但是django2.x必須手動明確)
"""
model類
from django.db import models

# 圖書管理系統:Book、Author、AuthorDetail、Publish
"""
Book表: name、price、img、authors、publish、is_delete、create_time
Publish表: name、address、is_delete、create_time
Author表: name、age、is_delete、create_time
AuthorDetail表: mobile, author、is_delete、create_time
"""

# 1) 基表
class BaseModel(models.Model):
    is_delete = models.BooleanField(default=False)
    create_time = models.DateTimeField(auto_now_add=True)

    # 作為基表的Model不能在數據庫中形成對應的表,設置 abstract = True
    class Meta:
        abstract = True


class Book(BaseModel):
    """name、price、img、authors、publish、is_delete、create_time"""
    name = models.CharField(max_length=64)
    price = models.DecimalField(max_digits=5, decimal_places=2)
    img = models.ImageField(upload_to='img', default='img/default.jpg')
    publish = models.ForeignKey(
        to='Publish',
        db_constraint=False,  # 斷關聯
        related_name='books',  # 反向查詢字段:publish_obj.books 就能訪問所有出版的書
        on_delete=models.DO_NOTHING,  # 設置連表操作關系
    )
    authors = models.ManyToManyField(
        to='Author',
        db_constraint=False,
        related_name='books'
    )

	# 序列化插拔式屬性 - 完成自定義字段名完成連表查詢
    @property
    def publish_name(self):
        return self.publish.name

    @property
    def author_list(self):
        return self.authors.values('name', 'age', 'detail__mobile').all()

    class Meta:
        db_table = 'book'
        verbose_name = '書籍'
        verbose_name_plural = verbose_name
    def __str__(self):
        return self.name

class Publish(BaseModel):
    """name、address、is_delete、create_time"""
    name = models.CharField(max_length=64)
    address = models.CharField(max_length=64)

    class Meta:
        db_table = 'publish'
        verbose_name = '出版社'
        verbose_name_plural = verbose_name
    def __str__(self):
        return self.name

class Author(BaseModel):
    """name、age、is_delete、create_time"""
    name = models.CharField(max_length=64)
    age = models.IntegerField()

    class Meta:
        db_table = 'author'
        verbose_name = '作者'
        verbose_name_plural = verbose_name
    def __str__(self):
        return self.name

class AuthorDetail(BaseModel):
    """mobile, author、is_delete、create_time"""
    mobile = models.CharField(max_length=11)
    author = models.OneToOneField(
        to='Author',
        db_constraint=False,
        related_name='detail',
        on_delete=models.CASCADE,
    )

    class Meta:
        db_table = 'author_detail'
        verbose_name = '作者詳情'
        verbose_name_plural = verbose_name
    def __str__(self):
        return '%s的詳情' % self.author.name

序列化

序列化層:api/serializers.py
from rest_framework.serializers import ModelSerializer, SerializerMethodField
from rest_framework.exceptions import ValidationError
from . import models

# 可以單獨作為Publish接口的序列化類,也可以作為Book序列化外鍵publish輔助的序列化組件
class PublishModelSerializer(ModelSerializer):
    class Meta:
        model = models.Publish
        fields = ('name', 'address')

class BookModelSerializer(ModelSerializer):
    # 了解: 該方式設置的序列化字段,必須在fields中聲明
    # publish_address = SerializerMethodField()
    # def get_publish_address(self, obj):
    #     return obj.publish.address

    # 自定義連表深度 - 子序列化方式 - 該方式不能參與反序列化,使用在序列化反序列化共存時,不能書寫
    publish = PublishModelSerializer()

    class Meta:
        # 序列化類關聯的model類
        model = models.Book
        # 參與序列化的字段
        fields = ('name', 'price', 'img', 'author_list', 'publish')

        # 了解知識點
        # 所有字段
        # fields = '__all__'
        # 與fields不共存,exclude排除哪些字段
        # exclude = ('id', 'is_delete', 'create_time')
        # 自動連表深度
        # depth = 1
視圖層:api/views.py
class Book(APIView):
    def get(self, request, *args, **kwargs):
        pk = kwargs.get('pk')
        if pk:
            try:
                book_obj = models.Book.objects.get(pk=pk, is_delete=False)
                book_data = serializers.BookModelSerializer(book_obj).data
            except:
                return Response({
                    'status': 1,
                    'msg': '書籍不存在'
                })
        else:
            book_query = models.Book.objects.filter(is_delete=False).all()
            book_data = serializers.BookModelSerializer(book_query, many=True).data
        return Response({
            'status': 0,
            'msg': 'ok',
            'results': book_data
        })
路由層:api/urls.py
urlpatterns = [
    url(r'^books/$', views.Book.as_view()),
    url(r'^books/(?P<pk>.*)/$', views.Book.as_view()),
]

反序列化

序列化層:api/serializers.py
class BookModelDeserializer(ModelSerializer):
    class Meta:
        model = models.Book
        fields = ('name', 'price', 'publish', 'authors')
        # extra_kwargs 用來完成反序列化字段的 系統校驗規則
        extra_kwargs = {
            'name': {
                'required': True,
                'min_length': 1,
                'error_messages': {
                    'required': '必填項',
                    'min_length': '太短',
                }
            }
        }
	
    # 局部鈎子
    def validate_name(self, value):
        # 書名不能包含 g 字符
        if 'g' in value.lower():
            raise ValidationError('該g書不能出版')
        return value
	# 全局鈎子
    def validate(self, attrs):
        publish = attrs.get('publish')
        name = attrs.get('name')
        if models.Book.objects.filter(name=name, publish=publish):
            raise ValidationError({'book': '該書已存在'})
        return attrs
     
    # ModelSerializer類已經幫我們實現了 create 與 update 方法

視圖層:api/views.py
class Book(APIView):
    def post(self, request, *args, **kwargs):
        request_data = request.data
        book_ser = serializers.BookModelDeserializer(data=request_data)
        # raise_exception=True:當校驗失敗,馬上終止當前視圖方法,拋異常返回給前台
        book_ser.is_valid(raise_exception=True)
        book_obj = book_ser.save()
        return Response({
            'status': 0,
            'msg': 'ok',
            'results': serializers.BookModelSerializer(book_obj).data
        })
路由層:api/urls.py
urlpatterns = [
    url(r'^books/$', views.Book.as_view()),
    url(r'^books/(?P<pk>.*)/$', views.Book.as_view()),
]

序列化與反序列化整合(重點)

序列化層:api/serializers.py
"""
1) fields中設置所有序列化與反序列化字段
2) extra_kwargs划分只序列化或只反序列化字段
    write_only:只反序列化
    read_only:只序列化
    自定義字段默認只序列化(read_only)
3) 設置反序列化所需的 系統、局部鈎子、全局鈎子 等校驗規則
"""
class V2BookModelSerializer(ModelSerializer):
    class Meta:
        model = models.Book
        fields = ('name', 'price', 'img', 'author_list', 'publish_name', 'publish', 'authors')
        extra_kwargs = {
            'name': {
                'required': True,
                'min_length': 1,
                'error_messages': {
                    'required': '必填項',
                    'min_length': '太短',
                }
            },
            'publish': {
                'write_only': True
            },
            'authors': {
                'write_only': True
            },
            'img': {
                'read_only': True,
            },
            'author_list': {
                'read_only': True,
            },
            'publish_name': {
                'read_only': True,
            }
        }

    def validate_name(self, value):
        # 書名不能包含 g 字符
        if 'g' in value.lower():
            raise ValidationError('該g書不能出版')
        return value

    def validate(self, attrs):
        publish = attrs.get('publish')
        name = attrs.get('name')
        if models.Book.objects.filter(name=name, publish=publish):
            raise ValidationError({'book': '該書已存在'})
        return attrs
視圖層:api/views.py
class V2Book(APIView):
    # 單查:有pk
    # 群查:無pk
    def get(self, request, *args, **kwargs):
        pk = kwargs.get('pk')
        if pk:
            try:
                book_obj = models.Book.objects.get(pk=pk, is_delete=False)
                book_data = serializers.V2BookModelSerializer(book_obj).data
            except:
                return Response({
                    'status': 1,
                    'msg': '書籍不存在'
                })
        else:
            book_query = models.Book.objects.filter(is_delete=False).all()
            book_data = serializers.V2BookModelSerializer(book_query, many=True).data
        return Response({
            'status': 0,
            'msg': 'ok',
            'results': book_data
        })

    # 單增:傳的數據是與model對應的字典
    # 群增:傳的數據是 裝多個 model對應字典 的列表
    def post(self, request, *args, **kwargs):
        request_data = request.data
        if isinstance(request_data, dict):
            many = False
        elif isinstance(request_data, list):
            many = True
        else:
            return Response({
                'status': 1,
                'msg': '數據有誤',
            })
        book_ser = serializers.V2BookModelSerializer(data=request_data, many=many)
        # 當校驗失敗,馬上終止當前視圖方法,拋異常返回給前台
        book_ser.is_valid(raise_exception=True)
        book_result = book_ser.save()
        return Response({
            'status': 0,
            'msg': 'ok',
            'results': serializers.V2BookModelSerializer(book_result, many=many).data
        })

    # 單刪:有pk
    # 群刪:有pks   |  {"pks": [1, 2, 3]}
    def delete(self, request, *args, **kwargs):
        pk = kwargs.get('pk')
        if pk:
            pks = [pk]
        else:
            pks = request.data.get('pks')
        if models.Book.objects.filter(pk__in=pks, is_delete=False).update(is_delete=True):
            return Response({
                'status': 0,
                'msg': '刪除成功',
            })
        return Response({
            'status': 1,
            'msg': '刪除失敗',
        })
路由層:api/urls.py
urlpatterns = [
    url(r'^v2/books/$', views.V2Book.as_view()),
    url(r'^v2/books/(?P<pk>.*)/$', views.V2Book.as_view()),
]


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