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https://github.com/Mng-dev-ai/drf-turbo

An alternative serializer implementation for REST framework written in cython built for speed.
https://github.com/Mng-dev-ai/drf-turbo

cython django django-rest-framework performance python

Last synced: 3 months ago
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An alternative serializer implementation for REST framework written in cython built for speed.

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README 

        
=========

drf-turbo

=========



.. image:: https://img.shields.io/pypi/v/drf-turbo.svg

        :target: https://pypi.python.org/pypi/drf-turbo

        :alt: Version



.. image:: https://readthedocs.org/projects/drf-turbo/badge/?version=latest

        :target: https://drf-turbo.readthedocs.io/en/latest/?version=latest

        :alt: Documentation Status



.. image:: https://static.pepy.tech/personalized-badge/drf-turbo?period=total&units=international_system&left_color=black&right_color=green&left_text=Downloads

        :target: https://pepy.tech/project/drf-turbo/

        :alt: Downloads



Overview

------------

drf-turbo is a drop-in serializer for Django REST Framework (DRF). drf-turbo serializers run around 7.75 times faster

than what what you get from DRF's packaged serializer.



Requirements

------------



* Django



* Django REST Framework



* pytz



* forbiddenfruit



* pyyaml(OpenAPI)



* uritemplate(OpenAPI)



* djangorestframework-simplejwt(OpenAPI)



Installation

------------



.. code-block:: console



    $ pip install drf-turbo



To install Cython on MacOS `via Brew `_:



.. code-block:: console



    $ brew install cython



Performance

-----------

`drf-turbo` serialization, deserialization and validation performance averages 86% faster than DRF's standard serializer.



For more details, visit the `benchmarks section `_ of the docs.



Documentation & Support

-----------------------

Documentation for the project is available at https://drf-turbo.readthedocs.io.



For questions and support, use github issues



Examples

========



Declaring Serializers

---------------------

.. code-block:: python



   from datetime import datetime

   from django.utils.timezone import now

   import drf_turbo as dt



    class User:

        def __init__(self, username, email,created=None):

            self.username = username

            self.email = email

            self.created = created or datetime.now()



    user = User(username='test' , email='[email protected]')



    class UserSerializer(dt.Serializer):

        username = dt.StrField(max_length=50)

        email = dt.EmailField()

        created = dt.DateTimeField()



Serializing objects

-------------------



.. code-block:: python



   serializer = UserSerializer(user)

   serializer.data



    # {'username': 'test', 'email': '[email protected]', 'created': '2021-11-04T22:49:01.981127Z'}



Deserializing objects

---------------------



.. code-block:: python



    data = {'username':'new_test','email':'[email protected]','created':now()}

    serializer = UserSerializer(data=data)

    serializer.is_valid()

    # True

    serializer.validated_data

    # {'username': 'new_test', 'email': '[email protected]', 'created': datetime.datetime(2021, 11, 12, 6, 10, 44, 85118)}}



Validation

----------



.. code-block:: python



    serializer = UserSerializer(data={'email': 'test'})

    serializer.is_valid()

    # False

    serializer.errors

    # {'username': ['This field is required.'], 'email': ['Enter a valid email address.'],'created': ['This field is required.']}



Field-level validation

----------------------



.. code-block:: python



    import drf_turbo as dt



    class UserSerializer(dt.Serializer):

        username = dt.StrField(max_length=50)



        def validate_username(self, value):

            if 'test' not in value.lower():

                raise dt.ValidationError("test must be in username")

            return value



Object-level validation

-----------------------



.. code-block:: python



    import drf_turbo as dt



    class CampaignSerializer(dt.Serializer):

        start_date = dt.DateTimeField()

        end_date = dt.DateTimeField()



        def validate(self, data):

            if data['start_date'] > data['end_date']:

                raise dt.ValidationError("start_date must occur before end_date")

            return data



Nested Serializers

------------------

.. code-block:: python



   from datetime import datetime

   from django.utils.timezone import now

   import drf_turbo as dt



    class User:

        def __init__(self, username, email,created=None):

            self.username = username

            self.email = email

            self.created = created or datetime.now()



    user = User(username='test' , email='[email protected]')



    class UserSerializer(dt.Serializer):

        username = dt.StrField(max_length=50)

        email = dt.EmailField()

        created = dt.DateTimeField()



    class Profile :

        def __init__(self, age=25):

            self.age = age

            self.user = user



    profile = Profile()



    class ProfileSerializer(dt.Serializer):

        age = dt.IntField()

        user = UserSerializer()



    serializer = ProfileSerializer(profile)

    serializer.data



    # {'age' : 25 , 'user' : {'username': 'test', 'email': '[email protected]', 'created': '2021-11-04T22:49:01.981127Z'}}



Filtering Output

----------------



drf-turbo provides option to enclude or exclude fields from serializer using ``only`` or ``exclude`` keywords.



.. code-block:: python



    serializer = UserSerializer(user,only=('id','username'))



    or



    serializer = ProfileSerializer(profile,exclude=('id','user__email'))



    or



    http://127.0.0.1:8000/user/?only=id,username



Required Fields

---------------



Make a field required by passing required=True. An error will be raised if the the value is missing from data during Deserializing.



For example:



.. code-block:: python



    class UserSerializer(dt.Serializer):



        username = dt.StrField(required=True,error_messages={"required":"no username"})



Specifying Defaults

-------------------



It will be used for the field if no input value is supplied.



For example:



.. code-block:: python



    from datetime import datetime



    class UserSerializer(dt.Serializer):



        birthdate = dt.DateTimeField(default=datetime(2021, 11, 05))



ModelSerializer

---------------



Mapping serializer to Django model definitions.



Features :



    * It will automatically generate a set of fields for you, based on the model.

    * It will automatically generate validators for the serializer.

    * It includes simple default implementations of .create() and .update().



.. code-block:: python



    class UserSerializer(dt.ModelSerializer):



        class Meta :

            model = User

            fields = ('id','username','email')



You can also set the fields attribute to the special value ``__all__``  to indicate that all fields in the model should be used.



For example:



.. code-block:: python



    class UserSerializer(dt.ModelSerializer):



        class Meta :

            model = User

            fields = '__all__'



You can set the exclude attribute to a list of fields to be excluded from the serializer.



For example:



.. code-block:: python



    class UserSerializer(dt.ModelSerializer):



        class Meta :

            model = User

            exclude = ('email',)



Read&Write only fields

----------------------



.. code-block:: python



    class UserSerializer(dt.ModelSerializer):

        class Meta:

            model = User

            fields = ('id', 'username', 'password','password_confirmation')

            read_only_fields = ('username')

            write_only_fields = ('password','password_confirmation')



OpenApi(Swagger)

----------------



Add drf-turbo to installed apps in ``settings.py``



.. code:: python



    INSTALLED_APPS = [

        # ALL YOUR APPS

        'drf_turbo',

    ]



and then register our openapi AutoSchema with DRF.



.. code:: python



    REST_FRAMEWORK = {

        # YOUR SETTINGS

        'DEFAULT_SCHEMA_CLASS': 'drf_turbo.openapi.AutoSchema',

    }



and finally add these lines in ``urls.py``



.. code:: python



    from django.views.generic import TemplateView

    from rest_framework.schemas import get_schema_view as schema_view

    from drf_turbo.openapi import SchemaGenerator



    urlpatterns = [

        # YOUR PATTERNS

 	path('openapi', schema_view(

            title="Your Project",

            description="API for all things …",

            version="1.0.0",

            generator_class=SchemaGenerator,

            public=True,

        ), name='openapi-schema'),

        path('docs/', TemplateView.as_view(

            template_name='docs.html',

            extra_context={'schema_url':'openapi-schema'}

        ), name='swagger-ui'),

    ]



Now go to http://127.0.0.1:8000/docs



Credits

-------



This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.



.. _Cookiecutter: https://github.com/audreyr/cookiecutter

.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage



License

------------

* Free software: MIT license