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django-dataclasses-0.2.2
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مشاهده بیشترتوضیحات
Implement a JSON API using dataclasses
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | django-dataclasses-0.2.2 |
| نام | django-dataclasses |
| نسخه کتابخانه | 0.2.2 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Roivant Sciences |
| ایمیل نویسنده | vant.tech.eng@roivant.com |
| آدرس صفحه اصلی | https://gitlab.com/roivant/oss/django-dataclasses |
| آدرس اینترنتی | https://pypi.org/project/django-dataclasses/ |
| مجوز | - |
django-dataclasses
================================
This library provides a decorator that when applied to a Django views does JSON serialization and enforces
schemas using the ``dataclasses-jsonschema`` library.
It also enables you to export your API definition to an `OpenAPI`_ spec file. This enables you to
autogenerate client libraries.
.. _OpenApi: https://oai.github.io/Documentation/start-here.html
Usage
-----
To use it, decorate your view functions with the appropriate HTTP method provided by `django-dataclasses`
(``post``, ``get``, ``patch``, or ``put``). Annotate the return values of your functions with the appropriate
dataclass type.
Views that take input require an additional ``body`` parameter with the appropriate dataclass type annotation::
from django import http
import django_dataclasses
@django_dataclasses.dataclass
class StringLengthRequest:
input: str
@django_dataclasses.dataclass
class StringLengthResponse:
length: int
@django_dataclasses.login_required
@django_dataclasses.post
def string_length(request: http.HttpRequest, body: StringLengthRequest) -> StringLengthResponse:
"""Calculate the length of a string"""
return StringLengthResponse(length=len(body.input))
Returning errors
~~~~~~~~~~~~~~~~
To return an error response in your views, raise `django_dataclasses.ErrorResponse <django_dataclasses/schema.py#L9>`_.
For example, in this instance we raise an `ErrorResponse` if the login credentials are invalid:
::
if user is not None:
login(request, user)
return UserResponse(user.username)
else:
raise django_dataclasses.ErrorResponse("Incorrect username or password", 401)
The exception will be `caught <django_dataclasses/schema.py#L57>`_
by the `django-dataclasses` decorator and an HTTP response with a text body and status
code you provide will be returned.
Query Parameters
~~~~~~~~~~~~~~~~
Views that use query params require an additional ``query`` parameter with the appropriate
dataclass as a type annotation::
from django import http
import django_dataclasses
@django_dataclasses.dataclass
class QueryParams:
contains: str = ""
@django_dataclasses.dataclass
class FruitsResponse:
"""Fruits with the given string"""
fruits: typing.List[str]
@django_dataclasses.get
def fruit_medley(request: http.HttpRequest, query: QueryParams) -> FruitsResponse:
"""Fruits that contain a given string"""
fruits = ["apple", "pear", "orange", "plum"]
return FruitsResponse([fruit for fruit in fruits if query.contains in fruit])
Iterables and paginated results
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
`django-dataclasses` includes the ``iterable_factory`` utility for creating a dataclass that represents an
iterable list of results, alleviating the need to redefine the same schema for list-based endpoints.
For example, if one wants to return a list of the following results::
@django_dataclasses.dataclass
class MyObject:
val: int
Use the ``iterable_factory`` to create a wrapper around an iterable of items. For example::
MyIterableObject = django_dataclasses.iterable_factory(MyObject)
@django_dataclasses.post
def iterable_get(request: http.HttpRequest) -> MyIterableObject:
"""Return an iterable of results"""
return MyIterableObject(items=[MyObject(val=0), MyObject(val=1)])
The returned payload will include an ``items`` key with the serialized results.
The payload also includes attributes for pagination, including the total ``count`` of items
returned and the current ``page`` number. By default, no pagination occurs. To enable pagination,
pass ``paginated=True`` to ``iterable_factory`` like so.::
@django_dataclasses.dataclass
class QueryParams:
"""All query params must be strings as they are encoded in the URL"""
page: str = "1"
page_size: str = "10"
MyPaginatedObject = django_dataclasses.iterable_factory(MyObject, paginated=True)
@django_dataclasses.get
def paginated_get(request: http.HttpRequest, query: QueryParams) -> MyPaginatedObject:
"""Return an paginated iterable of results"""
page = MyPaginatedObject(
items=models.MyModel.objects.all(),
page_num=int(query.page),
page_size=int(query.page_size)
)
page.items = [IterableObject(row.a) for row in page.items]
return page
By default, the page size is 10. This can be changed by passing ``page_size`` to the paginator.
An example response payload with a page size of ``2`` will look like this::
{
'page': 1,
'count': 20,
'items': [
{'val': 0},
{'val': 1}
]
}
Schema export
~~~~~~~~~~~~~
This library was inspired by the convenience of using autogenerated gRPC client libraries. Not everyone
can adopt gRPC, and `django-dataclasses` aims to provides a similar toolkit for JSON APIs.
Export your schemas in the OpenAPI format using this management command. You need to add
``django_dataclasses`` to your ``INSTALLED_APPS`` for it to be available::
./manage.py openapi_export > api.json
Then, use another library to autogenerate client libraries. For example, you can use
`openapi-typescript-codegen`_ to generate a JavaScript client complete with typed methods by running::
yarn add --dev openapi-typescript-codegen
yarn run openapi --input api.json --output api/
.. _openapi-typescript-codegen: https://github.com/ferdikoomen/openapi-typescript-codegen
License
-------
Contributions are made under the terms of the Apache License, Version 2.0.
See `LICENSE <LICENSE>`_.
Contributing
----------------
This project uses `pyenv <https://github.com/yyuu/pyenv>`_, please install it first.
When running on a Mac, the ``Makefile`` uses Homebrew to install dependencies. On other
platforms please install them manually.
Clone the repo and setup your development environment by running::
git clone https://gitlab.com/roivant/oss/django-dataclasses.git
make setup
Run the tests and code validations::
make test
make validate
You can test exporting the openapi schema and compiling it to JavaScript using ``openapi-typescript-codegen``
by running this command. The output files are put in a folder ``api/``::
make api
Contributors must adhere to the Contributor Covenant `Code of Conduct
<https://www.contributor-covenant.org/version/2/0/code_of_conduct/>`_.
Please report suspected violations to vant.tech.eng@roivant.com.
About the template
-------------------
This repository was created from the `temple-python <https://gitlab.com/roivant/vant-tech/temple-python>`_
template. If you have access to that repository, apply updates from the template by running::
temple update
What tools are included?
~~~~~~~~~~~~~~~~~~~~~~~~
- A Makefile for convenience; use ``make setup`` to setup your dev environment
- A build configuration in ``.gitlab-ci.yml``
- A test framework using pytest and requiring 100% coverage; use ``make test`` to run
- Python auto-formatting using ``black``, ``flake8``, and ``isort`` via a git pre-commit hook
- Automatic versioning and ChangeLog using `PBR <https://docs.openstack.org/developer/pbr/>`_
Versioning using PBR
~~~~~~~~~~~~~~~~~~~~
The `PBR <https://docs.openstack.org/developer/pbr/>`_ library will automatically
increment the version when you commit to the main branch by merging your pull request.
The commit message that you enter on GitHub when merging will determine what version
number is assigned, using `Semantic Versioning <http://semver.org/>`_.
- Messages starting with ``Sem-Ver: bugfix,`` or with no matching message will bump the ``PATCH`` number
- Messages starting with ``Sem-Ver: feature,`` or ``Sem-Ver: deprecation,`` will bump the ``MINOR`` number.
- Messages starting with ``Sem-Ver: api-break,`` will bump the ``MAJOR`` number.
نیازمندی
| مقدار | نام |
|---|---|
| - | apispec |
| - | django |
| - | dataclasses-jsonschema |
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.7 | Python |
نحوه نصب
نصب پکیج whl django-dataclasses-0.2.2:
pip install django-dataclasses-0.2.2.whl
نصب پکیج tar.gz django-dataclasses-0.2.2:
pip install django-dataclasses-0.2.2.tar.gz