1. 程式人生 > 實用技巧 >APIView,序列化元件,檢視元件,解析器

APIView,序列化元件,檢視元件,解析器

rest-framework之APIView

一 安裝djangorestframework

方式一:pip3 install djangorestframework

方式二:pycharm圖形化介面安裝

方式三:pycharm命令列下安裝(裝在當前工程所用的直譯器下)

二 djangorestframework的APIView分析

 @classmethod
    def as_view(cls, **initkwargs):
        """
        Store the original class on the view function.

        This allows us to discover information about the view when we do URL
        reverse lookups.  Used for breadcrumb generation.
        
""" if isinstance(getattr(cls, 'queryset', None), models.query.QuerySet): def force_evaluation(): raise RuntimeError( 'Do not evaluate the `.queryset` attribute directly, ' 'as the result will be cached and reused between requests.
' 'Use `.all()` or call `.get_queryset()` instead.' ) cls.queryset._fetch_all = force_evaluation view = super(APIView, cls).as_view(**initkwargs) view.cls = cls view.initkwargs = initkwargs # Note: session based authentication is explicitly CSRF validated,
# all other authentication is CSRF exempt. return csrf_exempt(view)
 def dispatch(self, request, *args, **kwargs):
        """
        `.dispatch()` is pretty much the same as Django's regular dispatch,
        but with extra hooks for startup, finalize, and exception handling.
        """
        self.args = args
        self.kwargs = kwargs
        request = self.initialize_request(request, *args, **kwargs)
        self.request = request
        self.headers = self.default_response_headers  # deprecate?

        try:
            self.initial(request, *args, **kwargs)

            # Get the appropriate handler method
            if request.method.lower() in self.http_method_names:
                handler = getattr(self, request.method.lower(),
                                  self.http_method_not_allowed)
            else:
                handler = self.http_method_not_allowed

            response = handler(request, *args, **kwargs)

        except Exception as exc:
            response = self.handle_exception(exc)

        self.response = self.finalize_response(request, response, *args, **kwargs)
        return self.response
    def initialize_request(self, request, *args, **kwargs):
        """
        Returns the initial request object.
        """
        parser_context = self.get_parser_context(request)

        return Request(
            request,
            parsers=self.get_parsers(),
            authenticators=self.get_authenticators(),
            negotiator=self.get_content_negotiator(),
            parser_context=parser_context
        )
    def initial(self, request, *args, **kwargs):
        """
        Runs anything that needs to occur prior to calling the method handler.
        """
        self.format_kwarg = self.get_format_suffix(**kwargs)

        # Perform content negotiation and store the accepted info on the request
        neg = self.perform_content_negotiation(request)
        request.accepted_renderer, request.accepted_media_type = neg

        # Determine the API version, if versioning is in use.
        version, scheme = self.determine_version(request, *args, **kwargs)
        request.version, request.versioning_scheme = version, scheme

        # Ensure that the incoming request is permitted
        self.perform_authentication(request)
        self.check_permissions(request)
        self.check_throttles(request)

三 djangorestframework的Request物件簡單介紹

rest-framework之檢視

一 基本檢視

寫一個出版社的增刪查改resful介面

路由:

    url(r'^publish/$', views.PublishView.as_view()),
    url(r'^publish/(?P<pk>\d+)/$', views.PublishDetailView.as_view()),

檢視:

class PublishSerializers(serializers.ModelSerializer):
    class Meta:
        model=models.Publish
        fields='__all__'

class PublishView(APIView):

    def get(self, request):
        publish_list = models.Publish.objects.all()
        bs = PublishSerializers(publish_list, many=True)
        # 序列化資料

        return Response(bs.data)

    def post(self, request):
        # 新增一條資料
        print(request.data)

        bs=PublishSerializers(data=request.data)
        if bs.is_valid():
            bs.save()  # 生成記錄
            return Response(bs.data)
        else:

            return Response(bs.errors)

class PublishDetailView(APIView):
    def get(self,request,pk):
        publish_obj=models.Publish.objects.filter(pk=pk).first()
        bs=PublishSerializers(publish_obj,many=False)
        return Response(bs.data)
    def put(self,request,pk):
        publish_obj = models.Publish.objects.filter(pk=pk).first()

        bs=PublishSerializers(data=request.data,instance=publish_obj)
        if bs.is_valid():
            bs.save() # update
            return Response(bs.data)
        else:
            return Response(bs.errors)
    def delete(self,request,pk):
        models.Publish.objects.filter(pk=pk).delete()

        return Response("")

二 mixin類和generice類編寫檢視

from rest_framework.mixins import CreateModelMixin,RetrieveModelMixin,ListModelMixin,UpdateModelMixin,DestroyModelMixin
from rest_framework.generics import GenericAPIView
class PublishView(ListModelMixin,CreateModelMixin,GenericAPIView):
    queryset=models.Publish.objects.all()
    serializer_class=PublishSerializers

    def get(self, request):
        return self.list(request)

    def post(self, request):
        return self.create(request)

class PublishDetailView(RetrieveModelMixin,UpdateModelMixin,DestroyModelMixin,GenericAPIView):
    queryset=models.Publish.objects.all()
    serializer_class=PublishSerializers
    def get(self,request,*args,**kwargs):
        return self.retrieve(request,*args,**kwargs)
    def put(self,request,*args,**kwargs):
        return self.update(request,*args,**kwargs)
    def delete(self,request,*args,**kwargs):
        return self.destroy(request,*args,**kwargs)

三 使用generics 下ListCreateAPIView,RetrieveUpdateDestroyAPIView

from rest_framework.generics import ListCreateAPIView,RetrieveUpdateDestroyAPIView
class PublishView(ListCreateAPIView):
    queryset=models.Publish.objects.all()
    serializer_class=PublishSerializers

class PublishDetailView(RetrieveUpdateDestroyAPIView):
    queryset=models.Publish.objects.all()
    serializer_class=PublishSerializers

四 使用ModelViewSet

路由:

    url(r'^publish/$', views.PublishView.as_view({'get':'list','post':'create'})),
    url(r'^publish/(?P<pk>\d+)/$', views.PublishView.as_view({'get':'retrieve','put':'update','delete':'destroy'})),

檢視:

from rest_framework.viewsets import ModelViewSet
class PublishView(ModelViewSet):
    queryset=models.Publish.objects.all()
    serializer_class=PublishSerializers

rest-framework之序列化元件

rest-framework序列化之Serializer

models部分:

from django.db import models

# Create your models here.


class Book(models.Model):
    title=models.CharField(max_length=32)
    price=models.IntegerField()
    pub_date=models.DateField()
    publish=models.ForeignKey("Publish")
    authors=models.ManyToManyField("Author")
    def __str__(self):
        return self.title

class Publish(models.Model):
    name=models.CharField(max_length=32)
    email=models.EmailField()
    def __str__(self):
        return self.name

class Author(models.Model):
    name=models.CharField(max_length=32)
    age=models.IntegerField()
    def __str__(self):
        return self.name

view部分:

from rest_framework.views import APIView
from rest_framework.response import Response
from .models import *
from django.shortcuts import HttpResponse
from django.core import serializers


from rest_framework import serializers

class BookSerializers(serializers.Serializer):
    title=serializers.CharField(max_length=32)
    price=serializers.IntegerField()
    pub_date=serializers.DateField()
    publish=serializers.CharField(source="publish.name")
    #authors=serializers.CharField(source="authors.all")
    authors=serializers.SerializerMethodField()
    def get_authors(self,obj):
        temp=[]
        for author in obj.authors.all():
            temp.append(author.name)
        return temp
  #此處可以繼續用author的Serializers,
  # def get_authors(self,obj):
    # ret=obj.authors.all()
    # ss=AuthorSerializer(ret,many=True)
    # return ss.data
class BookViewSet(APIView): def get(self,request,*args,**kwargs): book_list=Book.objects.all() # 序列化方式1: # from django.forms.models import model_to_dict # import json # data=[] # for obj in book_list: # data.append(model_to_dict(obj)) # print(data) # return HttpResponse("ok") # 序列化方式2: # data=serializers.serialize("json",book_list) # return HttpResponse(data) # 序列化方式3: bs=BookSerializers(book_list,many=True) #many=True代表有多條資料,如果只有一條資料,many=False return Response(bs.data)
     # 序列化方式4:
   # ret=models.Book.objects.all().values('nid','title')
     # dd=list(ret)
# return HttpResponse(json.dumps(dd))


注意:

source 如果是欄位,會顯示欄位,如果是方法,會執行方法,不用加括號(authors=serializers.CharField(source='authors.all'))

如在模型中定義一個方法,直接可以在在source指定執行

class UserInfo(models.Model):
    user_type_choices = (
        (1,'普通使用者'),
        (2,'VIP'),
        (3,'SVIP'),
    )
    user_type = models.IntegerField(choices=user_type_choices)

    username = models.CharField(max_length=32,unique=True)
    password = models.CharField(max_length=64)


#檢視
ret=models.UserInfo.objects.filter(pk=1).first()
aa=ret.get_user_type_display()

#serializer
xx=serializers.CharField(source='get_user_type_display')
View Code

三 rest-framework序列化之ModelSerializer

class BookSerializers(serializers.ModelSerializer):
    class Meta:
        model = models.Book
        # fields = "__all__"
        fields=['nid','title','authors','publish']
        # exclude=('nid',)   #不能跟fields同時用
        # depth = 1    #深度控制,寫 幾 往裡拿幾層,層數越多,響應越慢,官方建議0--10之間,個人建議最多3層
    publish=serializers.SerializerMethodField()
    def get_publish(self,obj):
        return obj.publish.name
    authors=serializers.SerializerMethodField()
    def get_authors(self,obj):
        ret=obj.authors.all()
        ss=AuthorSerializer(ret,many=True)
        return ss.data

四 生成hypermedialink(極少數)

class BookSerializers(serializers.ModelSerializer):
    class Meta:
        model = models.Book
        fields = "__all__"
    # 生成連線,直接查看出版社詳情
    publish = serializers.HyperlinkedIdentityField(view_name='ttt', lookup_field='publish_id', lookup_url_kwarg='pkk')
    authors=serializers.SerializerMethodField()
    def get_authors(self,obj):
        ret=obj.authors.all()
        ss=AuthorSerializer(ret,many=True)
        return ss.data
#--------------

res=BookSerializers(ret,many=True,context={'request': request})
#--------------
class Publish(APIView): def get(self,request,pkk): print(pkk) return HttpResponse('ok') #----路由--- url(r'^publish/(?P<pkk>\d+)$', views.Publish.as_view(),name='ttt'),

五 序列化元件之請求資料校驗和儲存功能

class BookSerializers(serializers.ModelSerializer):
    class Meta:
        model=Book
        fields="__all__"

#————————
class BookView(APIView):

    def post(self, request):

        # 新增一條資料
        print(request.data)

        bs=BookSerializers(data=request.data)
        if bs.is_valid():
            bs.save()  # 生成記錄
            return Response(bs.data)
        else:

            return Response(bs.errors)

class BookSerializer1(serializers.Serializer):
    title=serializers.CharField(error_messages={'required': '標題不能為空'})

#這種方式要儲存,必須重寫create方法

通過原始碼檢視留的校驗欄位的鉤子函式:

    
#is_valid---->self.run_validation-(執行Serializer的run_validation)-->self.to_internal_value(data)---(執行Serializer的run_validation:485行)
def validate_title(self, value): from rest_framework import exceptions raise exceptions.ValidationError('看你不順眼') return value

#全域性
def validate(self, attrs):
from rest_framework import exceptions
if attrs.get('title')== attrs.get('title2'):
return attrs
else:
raise exceptions.ValidationError('不想等啊')

序列化元件原始碼分析

序列化元件,先呼叫__new__方法,如果many=True,生成ListSerializer物件,如果為False,生成Serializer物件
序列化物件.data方法--呼叫父類data方法---呼叫物件自己的to_representation(自定義的序列化類無此方法,去父類找)
Aerializer類裡有to_representation方法,for迴圈執行attribute = field.get_attribute(instance)
再去Field類裡去找get_attribute方法,self.source_attrs就是被切分的source,然後執行get_attribute方法,source_attrs
當引數傳過去,判斷是方法就加括號執行,是屬性就把值取出來
View Code

圖書的增刪查改resful介面:

檢視層:

class BookSerializers(serializers.ModelSerializer):
    class Meta:
        model=models.Book
        fields='__all__'


class BookView(APIView):

    def get(self, request):
        book_list = models.Book.objects.all()
        bs = BookSerializers(book_list, many=True)
        # 序列化資料

        return Response(bs.data)

    def post(self, request):
        # 新增一條資料
        print(request.data)

        bs=BookSerializers(data=request.data)
        if bs.is_valid():
            bs.save()  # 生成記錄
            return Response(bs.data)
        else:

            return Response(bs.errors)

class BookDetailView(APIView):
    def get(self,request,pk):
        book_obj=models.Book.objects.filter(pk=pk).first()
        bs=BookSerializers(book_obj,many=False)
        return Response(bs.data)
    def put(self,request,pk):
        book_obj = models.Book.objects.filter(pk=pk).first()

        bs=BookSerializers(data=request.data,instance=book_obj)
        if bs.is_valid():
            bs.save() # update
            return Response(bs.data)
        else:
            return Response(bs.errors)
    def delete(self,request,pk):
        models.Book.objects.filter(pk=pk).delete()

        return Response("")

路由:

    url(r'^books/$', views.BookView.as_view()),
    url(r'^books/(?P<pk>\d+)$', views.BookDetailView.as_view()),

rest-framework之解析器

一 解析器的作用

根據請求頭 content-type 選擇對應的解析器對請求體內容進行處理。

有application/json,x-www-form-urlencoded,form-data等格式

二 全域性使用解析器

setting裡

REST_FRAMEWORK = {
    'DEFAULT_PARSER_CLASSES':[
        'rest_framework.parsers.JSONParser'
        'rest_framework.parsers.FormParser'
        'rest_framework.parsers.MultiPartParser'
    ]

}

路由:

urlpatterns = [
    url(r'test/', TestView.as_view()),
]

檢視函式:

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

class TestView(APIView):
    def post(self, request, *args, **kwargs):
        print(request.content_type)

        # 獲取請求的值,並使用對應的JSONParser進行處理
        print(request.data)
        # application/x-www-form-urlencoded 或 multipart/form-data時,request.POST中才有值
        print(request.POST)
        print(request.FILES)
        return Response('POST請求,響應內容')

    def put(self, request, *args, **kwargs):
        return Response('PUT請求,響應內容')

三 區域性使用解析器

a. 僅處理請求頭content-type為application/json的請求體

from django.conf.urls import url, include
from web.views.s5_parser import TestView

urlpatterns = [
    url(r'test/', TestView.as_view(), name='test'),
]
#!/usr/bin/env python
# -*- coding:utf-8 -*-
from rest_framework.views import APIView
from rest_framework.response import Response
from rest_framework.request import Request
from rest_framework.parsers import JSONParser


class TestView(APIView):
    parser_classes = [JSONParser, ]

    def post(self, request, *args, **kwargs):
        print(request.content_type)

        # 獲取請求的值,並使用對應的JSONParser進行處理
        print(request.data)

        # application/x-www-form-urlencoded 或 multipart/form-data時,request.POST中才有值
        print(request.POST)
        print(request.FILES)

        return Response('POST請求,響應內容')

    def put(self, request, *args, **kwargs):
        return Response('PUT請求,響應內容')

b.僅處理請求頭content-type為application/x-www-form-urlencoded的請求體

from django.conf.urls import url, include
from web.views import TestView

urlpatterns = [
    url(r'test/', TestView.as_view(), name='test'),
]
#!/usr/bin/env python
# -*- coding:utf-8 -*-
from rest_framework.views import APIView
from rest_framework.response import Response
from rest_framework.request import Request
from rest_framework.parsers import FormParser


class TestView(APIView):
    parser_classes = [FormParser, ]

    def post(self, request, *args, **kwargs):
        print(request.content_type)

        # 獲取請求的值,並使用對應的JSONParser進行處理
        print(request.data)

        # application/x-www-form-urlencoded 或 multipart/form-data時,request.POST中才有值
        print(request.POST)
        print(request.FILES)

        return Response('POST請求,響應內容')

    def put(self, request, *args, **kwargs):
        return Response('PUT請求,響應內容')

c.僅處理請求頭content-type為multipart/form-data的請求體

from django.conf.urls import url, include
from web.views import TestView

urlpatterns = [
    url(r'test/', TestView.as_view(), name='test'),
]
#!/usr/bin/env python
# -*- coding:utf-8 -*-
from rest_framework.views import APIView
from rest_framework.response import Response
from rest_framework.request import Request
from rest_framework.parsers import MultiPartParser


class TestView(APIView):
    parser_classes = [MultiPartParser, ]

    def post(self, request, *args, **kwargs):
        print(request.content_type)

        # 獲取請求的值,並使用對應的JSONParser進行處理
        print(request.data)
        # application/x-www-form-urlencoded 或 multipart/form-data時,request.POST中才有值
        print(request.POST)
        print(request.FILES)
        return Response('POST請求,響應內容')

    def put(self, request, *args, **kwargs):
        return Response('PUT請求,響應內容')
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <title>Title</title>
</head>
<body>
<form action="http://127.0.0.1:8000/test/" method="post" enctype="multipart/form-data">
    <input type="text" name="user" />
    <input type="file" name="img">

    <input type="submit" value="提交">

</form>
</body>
</html>

d. 僅上傳檔案

from django.conf.urls import url, include
from web.views import TestView

urlpatterns = [
    url(r'test/(?P<filename>[^/]+)', TestView.as_view(), name='test'),
]
#!/usr/bin/env python
# -*- coding:utf-8 -*-
from rest_framework.views import APIView
from rest_framework.response import Response
from rest_framework.request import Request
from rest_framework.parsers import FileUploadParser


class TestView(APIView):
    parser_classes = [FileUploadParser, ]

    def post(self, request, filename, *args, **kwargs):
        print(filename)
        print(request.content_type)

        # 獲取請求的值,並使用對應的JSONParser進行處理
        print(request.data)
        # application/x-www-form-urlencoded 或 multipart/form-data時,request.POST中才有值
        print(request.POST)
        print(request.FILES)
        return Response('POST請求,響應內容')

    def put(self, request, *args, **kwargs):
        return Response('PUT請求,響應內容')
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <title>Title</title>
</head>
<body>
<form action="http://127.0.0.1:8000/test/f1.numbers" method="post" enctype="multipart/form-data">
    <input type="text" name="user" />
    <input type="file" name="img">

    <input type="submit" value="提交">

</form>
</body>
</html>

e. 同時多個Parser

當同時使用多個parser時,rest framework會根據請求頭content-type自動進行比對,並使用對應parser

from django.conf.urls import url, include
from web.views import TestView

urlpatterns = [
    url(r'test/', TestView.as_view(), name='test'),
]
#!/usr/bin/env python
# -*- coding:utf-8 -*-
from rest_framework.views import APIView
from rest_framework.response import Response
from rest_framework.request import Request
from rest_framework.parsers import JSONParser, FormParser, MultiPartParser


class TestView(APIView):
    parser_classes = [JSONParser, FormParser, MultiPartParser, ]

    def post(self, request, *args, **kwargs):
        print(request.content_type)

        # 獲取請求的值,並使用對應的JSONParser進行處理
        print(request.data)
        # application/x-www-form-urlencoded 或 multipart/form-data時,request.POST中才有值
        print(request.POST)
        print(request.FILES)
        return Response('POST請求,響應內容')

    def put(self, request, *args, **kwargs):
        return Response('PUT請求,響應內容')

四 原始碼分析

1 在呼叫request.data時,才進行解析,由此入手
    @property
    def data(self):
        if not _hasattr(self, '_full_data'):
            self._load_data_and_files()
        return self._full_data
        
2 檢視self._load_data_and_files()方法---->self._data, self._files = self._parse()

        def _parse(self):
            #使用者請求頭裡content_type的值
            media_type = self.content_type

            #self.parsers 就是使用者配置的parser_classes = [FileUploadParser,FormParser ]
            #self裡就有content_type,傳入此函式
            parser = self.negotiator.select_parser(self, self.parsers)

3 檢視self.negotiator.select_parser(self, self.parsers)
     def select_parser(self, request, parsers):
        #同過media_type和request.content_type比較,來返回解析器,然後呼叫解析器的解析方法
        #每個解析器都有media_type = 'multipart/form-data'屬性
        for parser in parsers:
            if media_type_matches(parser.media_type, request.content_type):
                return parser
        return None
    
4 最終呼叫parser的解析方法來解析parsed = parser.parse(stream, media_type, self.parser_context)
1 Request例項化,parsers=self.get_parsers()
    Request(
                request,
                parsers=self.get_parsers(),
                authenticators=self.get_authenticators(),
                negotiator=self.get_content_negotiator(),
                parser_context=parser_context
            )
2 get_parsers方法,迴圈例項化出self.parser_classes中類物件
    def get_parsers(self):
        return [parser() for parser in self.parser_classes]            

3 self.parser_classes 先從類本身找,找不到去父類找即APIVIew 中的
    parser_classes = api_settings.DEFAULT_PARSER_CLASSES
4 api_settings是一個物件,物件裡找DEFAULT_PARSER_CLASSES屬性,找不到,會到getattr方法
        def __getattr__(self, attr):
            if attr not in self.defaults:
                raise AttributeError("Invalid API setting: '%s'" % attr)

            try:
                #呼叫self.user_settings方法,返回一個字典,字典再取attr屬性
                val = self.user_settings[attr]
            except KeyError:
                # Fall back to defaults
                val = self.defaults[attr]

            # Coerce import strings into classes
            if attr in self.import_strings:
                val = perform_import(val, attr)

            # Cache the result
            self._cached_attrs.add(attr)
            setattr(self, attr, val)
            return val
 5 user_settings方法 ,通過反射去setting配置檔案裡找REST_FRAMEWORK屬性,找不到,返回空字典
    @property
    def user_settings(self):
        if not hasattr(self, '_user_settings'):
            self._user_settings = getattr(settings, 'REST_FRAMEWORK', {})
        return self._user_settings