首页 > 其他分享 >序列化类常用字段和字段参数、序列化高级用法——source、序列化高级用法之定制字段的两种方式、 多表关联反序列化保存、序列化字段校验其他、ModelSerializer的使用

序列化类常用字段和字段参数、序列化高级用法——source、序列化高级用法之定制字段的两种方式、 多表关联反序列化保存、序列化字段校验其他、ModelSerializer的使用

时间:2023-02-02 21:44:06浏览次数:43  
标签:serializers name author max 用法 length 多表 序列化

序列化类常用字段和字段参数、序列化高级用法——source、序列化高级用法之定制字段的两种方式、 多表关联反序列化保存、序列化字段校验其他、ModelSerializer的使用

一、序列化类常用字段和字段参数

1.1 常用字段类

#1 BooleanField	      BooleanField()

#2 NullBooleanField	  NullBooleanField()

#3 CharField	CharField(max_length=None, min_length=None, allow_blank=False, trim_whitespace=True)

#4 EmailField	EmailField(max_length=None, min_length=None, allow_blank=False)

#5 RegexField	RegexField(regex, max_length=None, min_length=None, allow_blank=False)

#6 SlugField	SlugField(max_length=50, min_length=None, allow_blank=False) 正则字段,验证正则模式 [a-zA-Z0-9-]+

#7 URLField	URLField(max_length=200, min_length=None, allow_blank=False)

#8 UUIDField	UUIDField(format=’hex_verbose’) format: 1) 'hex_verbose' 如"5ce0e9a5-5ffa-654b-cee0-1238041fb31a" 2) 'hex' 如 "5ce0e9a55ffa654bcee01238041fb31a" 3)'int' - 如: "123456789012312313134124512351145145114" 4)'urn' 如: "urn:uuid:5ce0e9a5-5ffa-654b-cee0-1238041fb31a"

#9 IPAddressField	IPAddressField(protocol=’both’, unpack_ipv4=False, **options)

#10 IntegerField	IntegerField(max_value=None, min_value=None)

#11 FloatField	FloatField(max_value=None, min_value=None)

#12 DecimalField	DecimalField(max_digits, decimal_places, coerce_to_string=None, max_value=None, min_value=None) max_digits: 最多位数 decimal_palces: 小数点位置

#13 DateTimeField	DateTimeField(format=api_settings.DATETIME_FORMAT, input_formats=None)

#14 DateField	DateField(format=api_settings.DATE_FORMAT, input_formats=None)

#15 TimeField	TimeField(format=api_settings.TIME_FORMAT, input_formats=None)

#16 DurationField	DurationField()

#17 ChoiceField	ChoiceField(choices) choices与Django的用法相同

#18 MultipleChoiceField	MultipleChoiceField(choices)

#19 FileField	FileField(max_length=None, allow_empty_file=False, use_url=UPLOADED_FILES_USE_URL)

#20 ImageField	ImageField(max_length=None, allow_empty_file=False, use_url=UPLOADED_FILES_USE_URL)

----------重要-----------
ListField	ListField(child=, min_length=None, max_length=None)
DictField	DictField(child=)


#记住的:CharField  IntegerField  DecimalField  DateTimeField BooleanField
ListField
DictField

1.2 常用字段参数

选项参数:

# CharField及其子类的(EmailField) ---》反序列化的校验,字段自己的规则
    max_length	最大长度
    min_lenght	最小长度
    allow_blank	是否允许为空
    trim_whitespace	是否截断空白字符

# IntegerField
    max_value	最小值
    min_value	最大值

    
# 所有字段类都有的
----重要-----
required	表明该字段在反序列化时必须输入,默认True
default	    反序列化时使用的默认值
allow_null	表明该字段是否允许传入None,默认False
validators	该字段使用的验证器
----眼熟-----
error_messages	包含错误编号与错误信息的字典
label	用于HTML展示API页面时,显示的字段名称
help_text	用于HTML展示API页面时,显示的字段帮助提示信息


# 重点:
read_only	表明该字段仅用于序列化输出,默认False
write_only	表明该字段仅用于反序列化输入,默认False


## 反序列化校验执行流程
	-1 先执行字段自己的校验规则----》最大长度,最小长度,是否为空,是否必填,最小数字。。。。
    -2 validators=[方法,] ----》单独给这个字段加校验规则
    	name=serializers.CharField(validators=[方法,])
    -3 局部钩子校验规则
    -4 全局钩子校验规则

二、序列化高级用法——source

2.1 models

from django.db import models

# Create your models here.


# 创建关联表
class Book(models.Model):
    name = models.CharField(max_length=32, verbose_name='书籍名')
    price = models.CharField(max_length=32, verbose_name='价格')

    publish = models.ForeignKey(to='Publish', on_delete=models.CASCADE)
    author = models.ManyToManyField(to='Author')


class Publish(models.Model):
    name = models.CharField(max_length=32,verbose_name='出版社')
    addr = models.CharField(max_length=32,verbose_name='出版社地址')


class Author(models.Model):
    name = models.CharField(max_length=32, verbose_name='作者')
    phone = models.CharField(max_length=32, verbose_name='作者电话')

2.2 序列化定制字段名字

# source可以指定序列化字段的名字
# 自有的字段,直接写字段名字即可
# 关联字段,一对多的关联,直接点即可
# 多对多的关联,source使用不了

# coding:utf-8
from rest_framework import serializers


class BookSerializer(serializers.Serializer):
    # 字段参数,通用的,所有字段都可以写,通过source指定那个字段
    # 自由字段,直接写字段名字即可
    name_real = serializers.CharField(max_length=32, source='name')
    price_real = serializers.CharField(max_length=32, source='price')

    # 关联字段,一对多的关联,直接点即可
    publish = serializers.CharField(source='publish.name')

    # 多对多的关联,source使用不了
    # authors = serializers.CharField(source='author.all')

三、序列化高级用法之定制字段的两种方式

3.1 SerializerMethodField定制

# 定制关联字段的显示形式
	#  一对多,显示字典
    #  多对多,显示列表套字典
from rest_framework import serializers


class BookSerializer(serializers.Serializer):
    name = serializers.CharField(max_length=8)
    price = serializers.CharField(max_length=8)

    # 定制返回格式--->方式一
    publish_detail = serializers.SerializerMethodField()

    def get_publish_detail(self, obj):
        return {'name': obj.publish.name, 'addr': obj.publish.addr}

    author_list = serializers.SerializerMethodField()
    
    def get_author_list(self, obj):
        author_list = []
        for author in obj.author.all():
            author_list.append({'name': author.name, 'phone': author.phone})
            return author_list

3.2 在表模型中定制

3.2.1 models

class Book(models.Model):
    name = models.CharField(max_length=32, verbose_name='书籍名')
    price = models.CharField(max_length=32, verbose_name='价格')

    publish = models.ForeignKey(to='Publish', on_delete=models.CASCADE)
    author = models.ManyToManyField(to='Author')

    def publish_detail(self):
        return {'name': self.publish.name, 'addr': self.publish.addr}
    
    def author_list(self):
        authors_list = []
        for author in self.author.all():
            authors_list.append({'name': author.name, 'phone': author.phone})
            return authors_list

3.2.2 serializer

from rest_framework import serializers

class BookSerializer(serializers.Serializer):
    name = serializers.CharField(max_length=8)
    price = serializers.CharField(max_length=8)

    # 这里的变量名要和models里面函数名一致
    publish_detail = serializers.DictField()
    author_list = serializers.ListField()

四、 多表关联反序列化保存

4.1 新增图书接口

# 新增图书接口
	# 前端传入的数据格式:{"name": "红楼梦", "price": 99, "publish": 2, "author": [2,5]}

4.1.2 views (视图类)

from rest_framework.views import APIView
from .serializer import BookSerializer
from rest_framework.response import Response


class BookView(APIView):
    def post(self, request):
        ser = BookSerializer(data=request.data)
        if ser.is_valid():
            ser.save()
            return Response({'code': 100,
                             'msg': '新增成功',
                             })
        else:
            return Response({'code': 101,
                             'msg': ser.errors
                             })

4.1.3 serializer(序列化类)

from rest_framework import serializers
from .models import Book


class BookSerializer(serializers.Serializer):
    # name和price,既需要用来序列化,也需要用来反序列化,
    # 既需要读,也需要写,所以不用夹read_only、write_only
    name = serializers.CharField(max_length=8)
    price = serializers.CharField(max_length=8)

    # 只用来做反序列化 只读 read_only
    publish_detail = serializers.DictField(read_only=True)
    author_list = serializers.ListField(read_only=True)

    # 只用来做序列化 只写 write_only
    publish = serializers.CharField(write_only=True)
    author = serializers.ListField(write_only=True)

    # 新增需要重写create方法
    def create(self, validated_data):
        # validated_data 校验过后的数据,
        # {"name": "红楼梦", "price": 99, "publish": 2, "author": [2,5]}
        # 新增一本图书
        book = Book.objects.create(name=validated_data.get('name'),
                                   price=validated_data.get('price'),
                                   publish_id=validated_data.get('publish')
                                   )
        # 作者也要关联上
        # book.author
        # 四种方法:add, remove, set, clear
        book.author.add(*validated_data.get('author'))

        return book

4.2 修改图书接口

# 修改图书接口
	# 前端传入的数据格式:{"name": "红楼梦", "price": 99, "publish": 2, "author": [2,5]}

4.2.1 视图类

from rest_framework.views import APIView
from .models import Book, Publish, Author
from .serializer import BookSerializer
from rest_framework.response import Response


class BookDetailView(APIView):
    def put(self,request, pk):
        book = Book.objects.filter(pk=pk).first()
        ser = BookSerializer(data=request.data, instance=book)
        if ser.is_valid():
            ser.save()
            return Response({'code': 100,
                             'msg': '修改成功'
                             })
        else:
            return Response({'code': 101,
                             'msg': ser.errors
                             })

4.2.2 序列化类

from rest_framework import serializers


class BookSerializer(serializers.Serializer):
    name = serializers.CharField(max_length=8)
    price = serializers.CharField(max_length=8)

    # 只用来做反序列化, 只写
    publish = serializers.CharField(write_only=True)
    author = serializers.ListField(write_only=True)

    # 修改需要重写update
    def update(self, instance, validated_data):
        # instance需要修改的数据、validated_data校验过后的数据
        instance.name = validated_data.get('name')
        instance.price = validated_data.get('price')
        # 这里要根据出版社的id修改
        instance.publish_id = validated_data.get('publish')
        print(validated_data.get('publish'))
        # 因为author传过来的是一个列表,所以需要先清空
        # 先清空原来的数据,然后修改
        instance.author.clear()
        # 因为传过来的是一个列表,所以需要打散
        author = validated_data.get('author')
        instance.author.add(*author)
        instance.save()
        return instance

4.2.3 路由配置

from django.contrib import admin
from django.urls import path
from books import views

urlpatterns = [
    path('books/<int:pk>', views.BookDetailView.as_view()),
]

五、反序列化字段校验其他

# 4中方法
	-1 字段自己的:举例:name = serializers.CharField(max_length=8, error_messages={'max_length': '太长了'})
    -2 validators=[方法,]   忽略掉
    -3 局部钩子
    -4 全局钩子

六、 ModelSerializer的使用

# ModelSerializer 继承Serializer
	# 和表模型强关联
    # 大部分请求,不用写create和update

6.1 serializer类

from rest_framework import serializers
from .models import Book
from rest_framework.validators import ValidationError


class BookSerializer(serializers.ModelSerializer):
    # 跟表有关联
    class Mate:
        # 把model和Book表绑定
        model = Book
        # fields = '__all__'
        # 这个魔法方法将Book表中的所有字段全部序列化了
        # id name price publish author
        # 序列化所有book中的字段
        fields = ['name', 'price', 'publish', 'author',
                  'publish_detail', 'author_list'
                  ]
        # 定制name反序列化是,最长不能超过8,
        # 给字段类加属性 --->方式1
        extra_kwargs = {'name': {'max_length': 8},
                        'publish': {'write_only': True},
                        'author': {'write_only': True},
                        'publish_detail': {'read_only': True},
                        'author_list': {'read_only': True}
                        }
        # 如果Meta写了__all__ ,就相当于,复制了表模型中的所有字段,放在了这里,做了个映射
        # name = serializers.CharField(max_length=32)
        # price = serializers.CharField(max_length=32)

        # 定制name反序列化时,最长不能超过8   给字段类加属性---方式二,重写name字段
        # name = serializers.CharField(max_length=8)

        # 同理,所有的read_only和wirte_only都可以通过重写或使用extra_kwargs传入

        # 终极,把这个序列化类写成跟之前一模一样项目
        # publish_detail = serializers.SerializerMethodField(read_only=True)
        # def get_publish_detail(self, obj):
        #     return {'name': obj.publish.name, 'addr': obj.publish.addr}
        # author_list = serializers.SerializerMethodField(read_only=True)
        # def get_author_list(self, obj):
        #     l = []
        #     for author in obj.authors.all():
        #         l.append({'name': author.name, 'phone': author.phone})
        #     return l
     #局部钩子和全局钩子跟之前完全一样
    def validate_name(self, name):
        if name.startswith('sb'):
            raise ValidationError('不能以sb开头')
        else:
            return name

标签:serializers,name,author,max,用法,length,多表,序列化
From: https://www.cnblogs.com/HaiMan/p/17087522.html

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