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Django REST framework 教程(2)—— 序

Django REST framework 教程(2)—— 序

作者: rollingstarky | 来源:发表于2019-10-11 19:58 被阅读0次

    参考自 Django REST framework 官方文档 ,权作笔记。

    一、环境搭建

    通过 Python3 内置的 venv 模块创建虚拟开发环境:

    $ python3 -m venv env    # 创建名为 env 的虚拟环境
    $ source env/bin/activate    # 启用虚拟环境
    # env\Scripts\activate    Windows 系统启用虚拟环境
    

    安装依赖库:

    $ pip install django
    $ pip install djangorestframework
    $ pip install pygments    # We'll be using this for the code highlighting
    
    初始化项目
    $ django-admin startproject tutorial
    $ cd tutorial
    $ python manage.py startapp snippets
    

    编辑 tutorial/tutorial/settings.py 配置文件,将 rest_frameworksnippets APP 添加到 INSTALLED_APPS 选项中。

    INSTALLED_APPS = [
        ...
        'rest_framework',
        'snippets.apps.SnippetsConfig',
    ]
    

    二、创建模型

    编辑 tutorial/snippets/models.py 文件创建数据模型。内容如下:

    from django.db import models
    from pygments.lexers import get_all_lexers
    from pygments.styles import get_all_styles
    
    LEXERS = [item for item in get_all_lexers() if item[1]]
    LANGUAGE_CHOICES = sorted([(item[1][0], item[0]) for item in LEXERS])
    STYLE_CHOICES = sorted([(item, item) for item in get_all_styles()])
    
    
    class Snippet(models.Model):
        created = models.DateTimeField(auto_now_add=True)
        title = models.CharField(max_length=100, blank=True, default='')
        code = models.TextField()
        linenos = models.BooleanField(default=False)
        language = models.CharField(choices=LANGUAGE_CHOICES, default='python', max_length=100)
        style = models.CharField(choices=STYLE_CHOICES, default='friendly', max_length=100)
    
        class Meta:
            ordering = ['created']
    

    使用以下命令完成数据库迁移操作:

    $ python manage.py makemigrations snippets
    $ python manage.py migrate
    

    三、创建序列化器

    序列化是指将 Web API 提供的后台数据已特定的形式(如 json 格式)展示给用户,方便前端程序调用。

    以下代码反映了一个序列化器的基本逻辑。编辑 tutorial/snippets/serializers.py 文件,内容如下:

    from rest_framework import serializers
    from snippets.models import Snippet, LANGUAGE_CHOICES, STYLE_CHOICES
    
    
    class SnippetSerializer(serializers.Serializer):
        id = serializers.IntegerField(read_only=True)
        title = serializers.CharField(required=False, allow_blank=True, max_length=100)
        code = serializers.CharField(style={'base_template': 'textarea.html'})
        linenos = serializers.BooleanField(required=False)
        language = serializers.ChoiceField(choices=LANGUAGE_CHOICES, default='python')
        style = serializers.ChoiceField(choices=STYLE_CHOICES, default='friendly')
    
        def create(self, validated_data):
            """
            Create and return a new `Snippet` instance, given the validated data.
            """
            return Snippet.objects.create(**validated_data)
    
        def update(self, instance, validated_data):
            """
            Update and return an existing `Snippet` instance, given the validated data.
            """
            instance.title = validated_data.get('title', instance.title)
            instance.code = validated_data.get('code', instance.code)
            instance.linenos = validated_data.get('linenos', instance.linenos)
            instance.language = validated_data.get('language', instance.language)
            instance.style = validated_data.get('style', instance.style)
            instance.save()
            return instance
    
    ModelSerializer

    Django REST framework 框架通过 serializers 中的某些类对序列化器的逻辑功能做了封装与抽象,因此可以通过这些类完成与上面代码同样的需求,同时代码的冗余度大大降低。
    可以将 tutorial/snippets/serializers.py 文件改为如下版本:

    from rest_framework import serializers
    from snippets.models import Snippet
    
    class SnippetSerializer(serializers.ModelSerializer):
        class Meta:
            model = Snippet
            fields = ['id', 'title', 'code', 'linenos', 'language', 'style']
    

    四、Django Shell 操作 Serializer

    运行以下命令进入 Django Shell:$ python manage.py shell

    通过 Snippet 模型创建数据纪录:

    >>> from snippets.models import Snippet
    >>> from snippets.serializers import SnippetSerializer
    >>> from rest_framework.renderers import JSONRenderer
    >>> from rest_framework.parsers import JSONParser
    >>> snippet = Snippet(code='foo = "bar"\n')
    >>> snippet.save()
    >>> snippet = Snippet(code='print("hello, world")\n')
    >>> snippet.save()
    

    序列化数据对象并以 JSON 的形式展示:

    >>> serializer = SnippetSerializer(snippet)
    >>> serializer.data
    {'id': 2, 'title': '', 'code': 'print("hello, world")\n', 'linenos': False, 'language': 'python', 'style': 'friendly'}
    >>> content = JSONRenderer().render(serializer.data)
    >>> content
    b'{"id":2,"title":"","code":"print(\\"hello, world\\")\\n","linenos":false,"language":"python","style":"friendly"}'
    

    反序列化:

    >>> import io
    >>> stream = io.BytesIO(content)
    >>> data = JSONParser().parse(stream)
    >>> serializer = SnippetSerializer(data=data)
    >>> serializer.is_valid()
    True
    >>> serializer.validated_data
    OrderedDict([('title', ''), ('code', 'print("hello, world")'), ('linenos', False), ('language', 'python'), ('style', 'friendly')])
    >>> serializer.save()
    <Snippet: Snippet object (3)>
    

    序列化多个模型实例:

    >>> serializer = SnippetSerializer(Snippet.objects.all(), many=True)
    >>> serializer.data
    [OrderedDict([('id', 1), ('title', ''), ('code', 'foo = "bar"\n'), ('linenos', False), ('language', 'python'), ('style', 'friendly')]), OrderedDict([('id', 2), ('title', ''), ('code', 'print("hello, world")\n'), ('linenos', False), ('language', 'python'), ('style', 'friendly')]), OrderedDict([('id', 3), ('title', ''), ('code', 'print("hello, world")'), ('linenos', False), ('language', 'python'), ('style', 'friendly')])]
    

    五、视图

    编辑 tutorial/snippets/views.py 文件,创建 snippet_listsnippet_detail 两个视图函数,并添加上对 GETPOST 等请求的响应逻辑。内容如下:

    from django.http import HttpResponse, JsonResponse
    from django.views.decorators.csrf import csrf_exempt
    from rest_framework.parsers import JSONParser
    from snippets.models import Snippet
    from snippets.serializers import SnippetSerializer
    
    
    @csrf_exempt
    def snippet_list(request):
        """
        List all code snippets, or create a new snippet.
        """
        if request.method == 'GET':
            snippets = Snippet.objects.all()
            serializer = SnippetSerializer(snippets, many=True)
            return JsonResponse(serializer.data, safe=False)
    
        elif request.method == 'POST':
            data = JSONParser().parse(request)
            serializer = SnippetSerializer(data=data)
            if serializer.is_valid():
                serializer.save()
                return JsonResponse(serializer.data, status=201)
            return JsonResponse(serializer.errors, status=400)
    
    
    @csrf_exempt
    def snippet_detail(request, pk):
        """
        Retrieve, update or delete a code snippet.
        """
        try:
            snippet = Snippet.objects.get(pk=pk)
        except Snippet.DoesNotExist:
            return HttpResponse(status=404)
    
        if request.method == 'GET':
            serializer = SnippetSerializer(snippet)
            return JsonResponse(serializer.data)
    
        elif request.method == 'PUT':
            data = JSONParser().parse(request)
            serializer = SnippetSerializer(snippet, data=data)
            if serializer.is_valid():
                serializer.save()
                return JsonResponse(serializer.data)
            return JsonResponse(serializer.errors, status=400)
    
        elif request.method == 'DELETE':
            snippet.delete()
            return HttpResponse(status=204)
    

    六、路由配置

    编辑 tutorial/snippets/urls.py 文件,完成视图与 URL 路径的关联:

    from django.urls import path
    from snippets import views
    
    urlpatterns = [
        path('snippets/', views.snippet_list),
        path('snippets/<int:pk>/', views.snippet_detail),
    ]
    

    tutorial/tutorial/urls.py 配置文件中引入 snippets 应用的路由配置:

    from django.contrib import admin
    from django.urls import path
    
    urlpatterns = [
        path('', include('snippets.urls')),
        path('admin/', admin.site.urls),
    ]
    

    七、测试

    运行 $ python manage.py runserver 命令开启测试服务,使用 httpie 工具对 API 进行访问测试,结果如下:

    GET 方法获取数据:

    $ http -b 172.20.19.76:8000/snippets/
    [
        {
            "code": "foo = \"bar\"\n",
            "id": 1,
            "language": "python",
            "linenos": false,
            "style": "friendly",
            "title": ""
        },
        {
            "code": "print(\"hello, world\")\n",
            "id": 2,
            "language": "python",
            "linenos": false,
            "style": "friendly",
            "title": ""
        }
    ]
    

    POST 方法添加新的数据:

    $ http -b POST 172.20.19.76:8000/snippets/ code="a = 1\nb = 2\nprint(a + b)"
    {
        "code": "a = 1\\nb = 2\\nprint(a + b)",
        "id": 4,
        "language": "python",
        "linenos": false,
        "style": "friendly",
        "title": ""
    }
    

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