zoukankan      html  css  js  c++  java
  • drf-jwt的过滤,筛选,排序,分页组件

    自定义drf-jwt配置

    到rest_framework_jwt文件夹中的settings.py

    from django.conf import settings
    from rest_framework.settings import APISettings
    
    USER_SETTINGS = getattr(settings, 'JWT_AUTH', None) #settings表示自己的settings文件配置中映射
    
    
    自己的settings.py中,可以将rest_framework_jwt文件夹中的settings.py中的DEFAULT中的在settings.py中,方便后期导包使用,并且可以自定义
    # 自定义 drf-jwt 配置
    import datetime
    JWT_AUTH = {
        # user => payload
        'JWT_PAYLOAD_HANDLER':
            'rest_framework_jwt.utils.jwt_payload_handler',
        # payload => token
        'JWT_ENCODE_HANDLER':
            'rest_framework_jwt.utils.jwt_encode_handler',
        # token => payload
        'JWT_DECODE_HANDLER':
            'rest_framework_jwt.utils.jwt_decode_handler',
        # token过期时间
        'JWT_EXPIRATION_DELTA': datetime.timedelta(days=7),
        # token刷新的过期时间
        'JWT_REFRESH_EXPIRATION_DELTA': datetime.timedelta(days=7),
        # 反爬小措施前缀
        'JWT_AUTH_HEADER_PREFIX': 'JWT',
    }
    

    案例:实现多方式登陆签发token

    urls.py
    re_path(r'^login/$', views.LoginAPIView.as_view()),
    
    models.py
    from django.db import models
    
    from django.contrib.auth.models import AbstractUser
    class User(AbstractUser):
        mobile = models.CharField(max_length=11, unique=True)
    
        class Meta:
            db_table = 'api_user'
            verbose_name = '用户表'
            verbose_name_plural = verbose_name
    
        def __str__(self):
            return self.username
    
    serializers.py
    from rest_framework import serializers
    from . import models
    import re
    
    # 拿到前台token的两个函数: user => payload => token
    # from rest_framework_jwt.settings import api_settings
    # jwt_payload_handler = api_settings.JWT_PAYLOAD_HANDLER
    # jwt_encode_handler = api_settings.JWT_ENCODE_HANDLER
    from rest_framework_jwt.serializers import jwt_payload_handler
    from rest_framework_jwt.serializers import jwt_encode_handler
    
    
    # 1) 前台提交多种登录信息都采用一个key,所以后台可以自定义反序列化字段进行对应
    # 2) 序列化类要处理序列化与反序列化,要在fields中设置model绑定的Model类所有使用到的字段
    # 3) 区分序列化字段与反序列化字段 read_only | write_only
    # 4) 在自定义校验规则中(局部钩子、全局钩子)校验数据是否合法、确定登录的用户、根据用户签发token
    # 5) 将登录的用户与签发的token保存在序列化类对象中
    class UserModelSerializer(serializers.ModelSerializer):
        # 自定义反序列字段:一定要设置write_only,只参与反序列化,不会与model类字段映射
        usr = serializers.CharField(write_only=True)
        pwd = serializers.CharField(write_only=True)
        class Meta:
            model = models.User
            fields = ['usr', 'pwd', 'username', 'mobile', 'email']
            # 系统校验规则
            extra_kwargs = {
                'username': {
                    'read_only': True
                },
                'mobile': {
                    'read_only': True
                },
                'email': {
                    'read_only': True
                },
            }
    
        def validate(self, attrs):
            usr = attrs.get('usr')
            pwd = attrs.get('pwd')
    
            # 多方式登录:各分支处理得到该方式下对应的用户
            if re.match(r'.+@.+', usr):
                user_query = models.User.objects.filter(email=usr)
            elif re.match(r'1[3-9][0-9]{9}', usr):
                user_query = models.User.objects.filter(mobile=usr)
            else:
                user_query = models.User.objects.filter(username=usr)
            user_obj = user_query.first()
    
            # 签发:得到登录用户,签发token并存储在实例化对象中
            if user_obj and user_obj.check_password(pwd):
                # 签发token,将token存放到 实例化类对象的token 名字中
                payload = jwt_payload_handler(user_obj)
                token = jwt_encode_handler(payload)
                # 将当前用户与签发的token都保存在序列化对象中
                self.user = user_obj
                self.token = token
                return attrs
    
            raise serializers.ValidationError({'data': '数据有误'})
    
    views.py
    #实现多方式登陆签发token:账号、手机号、邮箱等登陆
    # 1) 禁用认证与权限组件
    # 2) 拿到前台登录信息,交给序列化类
    # 3) 序列化类校验得到登录用户与token存放在序列化对象中
    # 4) 取出登录用户与token返回给前台
    import re
    from . import serializers, models
    from utils.response import APIResponse
    
    from rest_framework_jwt.serializers import jwt_payload_handler
    from rest_framework_jwt.serializers import jwt_encode_handler
    
    class LoginAPIView(APIView):
        # 1) 禁用认证与权限组件
        authentication_classes = []
        permission_classes = []
        def post(self, request, *args, **kwargs):
            # 2) 拿到前台登录信息,交给序列化类,规则:账号用usr传,密码用pwd传
            user_ser = serializers.UserModelSerializer(data=request.data)
            # 3) 序列化类校验得到登录用户与token存放在序列化对象中
            user_ser.is_valid(raise_exception=True)
            # 4) 取出登录用户与token返回给前台
            return APIResponse(token=user_ser.token, results=serializers.UserModelSerializer(user_ser.user).data)
    
        # "一根筋" 思考方式:所有逻辑都在视图类中处理
        def my_post(self, request, *args, **kwargs):
            usr = request.data.get('usr')
            pwd = request.data.get('pwd')
            if re.match(r'.+@.+', usr):
                user_query = models.User.objects.filter(email=usr)
            elif re.match(r'1[3-9][0-9]{9}', usr):
                user_query = models.User.objects.filter(mobile=usr)
            else:
                user_query = models.User.objects.filter(username=usr)
            user_obj = user_query.first()
            if user_obj and user_obj.check_password(pwd):
                payload = jwt_payload_handler(user_obj)
                token = jwt_encode_handler(payload)
                return APIResponse(results={'username': user_obj.username}, token=token)
            return APIResponse(data_msg='不可控错误')
    

    案例:自定义认证反爬规则的认证类

    urls.py
    re_path(r'^user/detail/$', views.UserDetail.as_view()),
    
    authentications.py
    import jwt
    from rest_framework_jwt.authentication import BaseJSONWebTokenAuthentication
    from rest_framework_jwt.authentication import jwt_decode_handler
    from rest_framework.exceptions import AuthenticationFailed
    class JWTAuthentication(BaseJSONWebTokenAuthentication):
        def authenticate(self, request):
            jwt_token = request.META.get('HTTP_AUTHORIZATION')
    
            # 自定义校验规则:auth token jwt
            token = self.parse_jwt_token(jwt_token)
    
            if token is None:
                return None
    
            try:
                # token => payload
                payload = jwt_decode_handler(token)
            except jwt.ExpiredSignature:
                raise AuthenticationFailed('token已过期')
            except:
                raise AuthenticationFailed('非法用户')
            # payload => user
            user = self.authenticate_credentials(payload)
    
            return (user, token)
    
        # 自定义校验规则:auth token jwt,auth为前盐,jwt为后盐
        def parse_jwt_token(self, jwt_token):
            tokens = jwt_token.split()
            if len(tokens) != 3 or tokens[0].lower() != 'auth' or tokens[2].lower() != 'jwt':
                return None
            return tokens[1]
    
    views.py
    from rest_framework.views import APIView
    from utils.response import APIResponse
    # 必须登录后才能访问 - 通过了认证权限组件
    from rest_framework.permissions import IsAuthenticated
    # 自定义jwt校验规则
    from .authentications import JWTAuthentication
    class UserDetail(APIView):
        authentication_classes = [JWTAuthentication]
        permission_classes = [IsAuthenticated]
        def get(self, request, *args, **kwargs):
            return APIResponse(results={'username': request.user.username})
    
    测试

    admin使用自定义User表:新增用户密码密文

    admin.py
    from django.contrib import admin
    from . import models
    
    # 自定义User表,admin后台管理,采用密文密码
    from django.contrib.auth.admin import UserAdmin
    
    class MyUserAdmin(UserAdmin):
        add_fieldsets = (
            (None, {
                'classes': ('wide',),
                'fields': ('username', 'password1', 'password2', 'mobile', 'email'),
            }),
        )
    
    admin.site.register(models.User, MyUserAdmin)
    

    群查接口各种筛选组件数据准备

    models.py
    class Car(models.Model):
        name = models.CharField(max_length=16, unique=True, verbose_name='车名')
        price = models.DecimalField(max_digits=10, decimal_places=2, verbose_name='价格')
        brand = models.CharField(max_length=16, verbose_name='品牌')
    
        class Meta:
            db_table = 'api_car'
            verbose_name = '汽车表'
            verbose_name_plural = verbose_name
    
        def __str__(self):
            return self.name
    
    admin.py
    admin.site.register(models.Car)
    到后台录数据
    
    serializers.py
    class CarModelSerializer(serializers.ModelSerializer):
        class Meta:
            model = models.Car
            fields = ['name', 'price', 'brand']
    
    views.py
    # Car的群查接口
    from rest_framework.generics import ListAPIView
    
    class CarListAPIView(ListAPIView):
        queryset = models.Car.objects.all()
        serializer_class = serializers.CarModelSerializer
    
    urls.py
    url(r'^cars/$', views.CarListAPIView.as_view()),
    

    源码分析

    get请求来-->ListAPIView-->get方法 -->1.父类 ListModelMixins中的list方法 -->ListAPIView父类GenericAPIView-->2.filter_querysert方法 
    
    filter_backends中存放过滤类们,可以自己写,也可以采用系统写好的过滤类
    rest_framwork_jwt文件包-->filters.py 
    3.BaseFilterBackend(object) -->def filter_queryset
    4.SearchFilter(BaseFilterBackend) -->def filter_queryset
    5. OrderingFilter(BaseFilterBackend) -->def filter_queryset
    
    1.父类 ListModelMixins中的list方法
    class ListModelMixin(object):
        """
        List a queryset.
        """
        def list(self, request, *args, **kwargs):
            #获取queryset对象,filter_queryset是过滤
            queryset = self.filter_queryset(self.get_queryset())
    		#queryset是分页
            page = self.paginate_queryset(queryset)
            if page is not None:
                #分页有结果,进行序列化
                serializer = self.get_serializer(page, many=True)
                #二次封装返回数据
                return self.get_paginated_response(serializer.data)
    		#进行序列化,将序列化数据返回
            serializer = self.get_serializer(queryset, many=True)
            return Response(serializer.data)
    
     2.filter_queryset   
        def filter_queryset(self, queryset):
           #filter_backends过滤类们,产生的对象(过滤器)可以调用filter_queryset完成对数据的过滤,  
       #self.filter_backends点击 filter_backends=api_settings.DEFAULT_FILTER_BACKENDS,可以在视图类中局部配置,也可以在settings文件中全局配置,
            for backend in list(self.filter_backends):
                #queryset是所有群查的结果,得到的还是queryset, backend()调用类,self是视图类对象,filter_queryset(self.request, queryset, self)把queryset进行遍历再做筛选,再产生一个子的queryset
                queryset = backend().filter_queryset(self.request, queryset, self)
            return queryset
    
    3.BaseFilterBackend
    #谁也不继承
    class BaseFilterBackend(object):
        """
        A base class from which all filter backend classes should inherit.
        """
    
        def filter_queryset(self, request, queryset, view):
            """
            Return a filtered queryset.
            """
            #抛异常
            raise NotImplementedError(".filter_queryset() must be overridden.")
    
    4.SearchFilter
    #SearchFilter继承(BaseFilterBackend)
    class SearchFilter(BaseFilterBackend):
        	
          def filter_queryset(self, request, queryset, view):
                #点击get_search_fields   , return getattr(view, 'search_fields', None)从views.py视图中反射'search_fields',所以我们要自己提供
            search_fields = self.get_search_fields(view, request)
            #点击.get_search_terms
            #注释:查询接口带有search=..
             """
            Search terms are set by a ?search=... query parameter,
            and may be comma and/or whitespace delimited.
            """
            search_terms = self.get_search_terms(request)
    
            if not search_fields or not search_terms:
                return queryset
    
            orm_lookups = [
                self.construct_search(six.text_type(search_field))
                for search_field in search_fields
            ]
    
            base = queryset
            conditions = []
            for search_term in search_terms:
                queries = [
                    models.Q(**{orm_lookup: search_term})
                    for orm_lookup in orm_lookups
                ]
                conditions.append(reduce(operator.or_, queries))
            queryset = queryset.filter(reduce(operator.and_, conditions))
    
            if self.must_call_distinct(queryset, search_fields):
                # Filtering against a many-to-many field requires us to
                # call queryset.distinct() in order to avoid duplicate items
                # in the resulting queryset.
                # We try to avoid this if possible, for performance reasons.
                
                #去重的操作
                queryset = distinct(queryset, base)
                #返回queryset
            return queryset
    
    
    class OrderingFilter(BaseFilterBackend):
    
        #点击get_ordering
        #注释:接口带有 ?ordering=...
          #Ordering is set by a comma delimited ?ordering=... query parameter.
        
      	def filter_queryset(self, request, queryset, view):
            #这些方法点不了,都是在 OrderingFilter类中自己找
            	#get_ordering调用了remove_invalid_fields方法-->get_valid_fields-->
                #从视图类中反射ordering_field(默认赋值为None)
            	ordering = self.get_ordering(request, queryset, view)
    
            	if ordering:
               		 return queryset.order_by(*ordering)
    
              return queryset
    
    

    drf搜索过滤组件

    views.py
    from rest_framework.generics import ListAPIView
    
    # 第一步:drf的SearchFilter - 搜索过滤
    from rest_framework.filters import SearchFilter
    
    class CarListAPIView(ListAPIView):
        queryset = models.Car.objects.all()
        serializer_class = serializers.CarModelSerializer
    
        # 第二步:局部配置 过滤类 们(全局配置用DEFAULT_FILTER_BACKENDS)
        #SearchFilter,使用这个类接口访问的时候就是用?search=..
        #?search=1,数字;?search=马,中文,?search=1s,字母,筛选的条件啥都行
        filter_backends = [SearchFilter]
    
        # 第三步:SearchFilter过滤类依赖的过滤条件 => 接口:/cars/?search=...
        search_fields = ['name', 'price']  #根据字段做筛选条件可以是一个,也可以是多个
        # eg:/cars/?search=1,name和price中包含1的数据都会被查询出
    

    drf排序过滤组件

    views.py
    from rest_framework.generics import ListAPIView
    
    # 第一步:drf的OrderingFilter - 排序过滤
    from rest_framework.filters import OrderingFilter
    
    class CarListAPIView(ListAPIView):
        queryset = models.Car.objects.all()
        serializer_class = serializers.CarModelSerializer
    
        # 第二步:局部配置 过滤类 们(全局配置用DEFAULT_FILTER_BACKENDS)
        filter_backends = [OrderingFilter]
    
        # 第三步:OrderingFilter过滤类依赖的过滤条件 => 接口:/cars/?ordering=...
        ordering_fields = ['pk', 'price']
        # eg:/cars/?ordering=-price,pk,先按price降序,如果出现price相同,再按pk升序
    

    drf基础分页组件

    pahenations.py
    from rest_framework.pagination import PageNumberPagination
    # 3) drf的分页类 - 自定义
    from . import pagenations
    class MyPageNumberPagination(PageNumberPagination):
        # ?page=页码
        page_query_param = 'page'
        # ?page=页面 下默认一页显示的条数
        page_size = 3
        # ?page=页面&page_size=条数 用户自定义一页显示的条数
        page_size_query_param = 'page_size'
        # 用户自定义一页显示的条数最大限制:数值超过5也只显示5条
        max_page_size = 5
    
    views.py
    from rest_framework.generics import ListAPIView
    
    class CarListAPIView(ListAPIView):
        # 如果queryset没有过滤条件,就必须 .all(),不然分页会出问题
        #点击ListAPIView-->走父类 GenericAPIView-->get_querset方法:判断是否是queryset,如果不是就返回queryset,如果是queryset对象就点all()
        
        #models.Car.objects 打印出来是Manager
        #models.Car.objects.filter(pk_gt=1) 打印出来是queryset
        #models.Car.objects.all() 打印出来也是queryset
        
        #from django.db.models.manager import Manager
        #点击Manager
        #class Manager(BaseManager.from_queryset(QuerySet)):
        	#pass
        #继承了BaseManager.from_queryset(QuerySet)返回的类就是Queryset
        #models.Car.object还是属于Manager,只是跟queryset有密切关系
        #所以它不满足queryset的判断,并且无法遍历所获取的数据
        queryset = models.Car.objects.all()
        serializer_class = serializers.CarModelSerializer
        
        # 分页组件 - 给视图类配置分页类即可 - 分页类需要自定义,继承drf提供的分页类即可
        pagination_class = pagenations.MyPageNumberPagination
    

    分页器源码分析

    rest_framwoek_jwt文件夹-->pagination.py
    1.BasePagination(object)
    2.CursorPagination(BasePagination)  游标,加密分页
    3.LimitOffsetPagination(BasePagination)  偏移分页
    4. PageNumberPagination(BasePagination) 基础分页
    
    1.父类 ListModelMixins中的list方法
    class ListModelMixin(object):
        """
        List a queryset.
        """
        def list(self, request, *args, **kwargs):
            #获取queryset对象,filter_queryset是过滤
            queryset = self.filter_queryset(self.get_queryset())
    		#queryset是分页, paginate_queryset在GenericAPIView中找到-->self.paginator-->self.pagination_class--> pagination_class = api_settings.DEFAULT_PAGINATION_CLASS
            page = self.paginate_queryset(queryset)
            if page is not None:
                #分页有结果,进行序列化
                serializer = self.get_serializer(page, many=True)
                #二次封装返回数据
                return self.get_paginated_response(serializer.data)
    		#进行序列化,将序列化数据返回
            serializer = self.get_serializer(queryset, many=True)
            return Response(serializer.data)
    

    代码详见:

    E: en_djangopage

  • 相关阅读:
    loj#2020. 「AHOI / HNOI2017」礼物
    loj#117. 有源汇有上下界最小流
    loj#6491. zrq 学反演
    loj#6261. 一个人的高三楼
    loj#528. 「LibreOJ β Round #4」求和
    2018-2019 ACM-ICPC Brazil Subregional Programming Contest
    2015-2016 ACM-ICPC, NEERC, Moscow Subregional Contest J
    2015-2016 ACM-ICPC Northeastern European Regional Contest (NEERC 15)C
    addEventListener() 和 removeEventListener()
    9个图片滑块动画
  • 原文地址:https://www.cnblogs.com/huangxuanya/p/11735030.html
Copyright © 2011-2022 走看看