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https://github.com/hnarayanan/django-extensible-models

A robust framework for dynamically extending Django models at runtime
https://github.com/hnarayanan/django-extensible-models

django django-rest-framework dynamic-fields enterprise extensible jsonschema

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A robust framework for dynamically extending Django models at runtime

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README 

        
* Django Extensible Models

** What is it?



Django Extensible Models is a robust framework for dynamically

extending Django models at runtime. It uses JSONFields for flexible

data storage, with JSONSchema validation ensuring data integrity. It

seamlessly integrates with Django's ORM while enabling multi-tenant

schema variations.



** Why is it?



Django offers a really robust model system that functions as a great

interface to store and retrieve data related to your app. Models in

Django are backed by tables in a relational database. While this is

really good for correctness, it is quite rigid in terms of the shape

of data that is stored. Sometimes, you run into use-cases that demand

a bit more dynamism during the running of your Django app.



Let's take a concrete example. You have an existing Django SaaS app

that's launched to many happy customers. They are happy, but each

customer feels that if they could store /just a little bit more custom

data/ as part of their usage of your app, their workflows would be

much smoother. So they ask you to add what they want. The trouble is,

each customer is interested in augmenting their data in different

ways. You diligently add the first customer's fields. And then

another's. And then even more. And before you know it, things get

really messy.



Solving this problem is the point of this project. Instead of

individually catering to each of their requests, /Django Extensible

Models/ offers you a general extension mechanism that allows your models

to grow with your customers' needs.



* Features

** DONE It's easy to incrementally add this to your app



With a relatively small change to your existing model code (see

[[#installation][Installation]] and [[#usage][Usage]]), you now have a Django model that retains all

its Django goodness, and can be extended on the fly with additional

fields at runtime.



** DONE Formal schema for extended fields



We don't just stuff the extra data for these additional fields into a

~JSONField~ and call it a day,[fn::What sort of operation do you think

this is?] we allow you to define a proper schema for this data (using

[[https://jsonschema.net][JSON Schema]]).



** DONE Different extended schema for different groups of objects



It wouldn't make much sense to apply the same extension schema to all

objects of your model,[fn::You could just update the Python model code

of your app instead!] so Django Extensible Models allows you to define

different extended fields for different sets of objects.



We also allow you to extended individual objects in unique ways if

that is what you need.



** DONE Strong validation of data for these extended fields



With a good schema defined, it is easy to validate that incoming data

for your extended fields match your expectations before storing it in

the database.



** TODO Ability to query these fields using an ORM-friendly syntax



The data for your extended fields is not simply stored in a messy,

impenetrable blob. It is stored in a structured [[https://docs.djangoproject.com/en/dev/ref/models/fields/#jsonfield][JSONField]] that can be

queried in a systematic way using standard Django syntax.



** TODO Dynamically generated forms for these extended fields in the Django Admin interface

** TODO Dynamic extensions for these fields in Django Model Forms (and Crispy Forms)

** TODO Dynamic extensions for these fields in for Django Rest Framework

** TODO Dynamic extensions for these fields in Django (Rest Framework) Filters

** TODO Migrations between versions of your extended schema!



Taken together, you should be able to use your extended fields much

like how you use your native Django model fields. And this is just

cool.



* Installation

:PROPERTIES:

:CUSTOM_ID: installation

:END:

#+BEGIN_SRC shell

pip install django-extensible-models

#+END_SRC



#+BEGIN_SRC python

# settings.py

INSTALLED_APPS = [

    # ...

    "extensible_models",

    # ...

]



EXTENSIBLE_MODELS_TENANT_MODEL = "your_app.YourTenantModel"

EXTENSIBLE_MODELS_TENANT_FIELD = "your_tenant_field_name"

#+END_SRC

* Usage

:PROPERTIES:

:CUSTOM_ID: usage

:END:



#+BEGIN_SRC python

# models.py

from django.db import models

from extensible_models.models import ExtensibleModelMixin



class ExampleModel(ExtensibleModelMixin, models.Model):



    ...

#+END_SRC



#+BEGIN_SRC python

# admin.py

from django.contrib import admin



from extensible_models.admin import ExtensibleModelAdminMixin



class ExampleModelAdmin(ExtensibleModelAdminMixin, admin.ModelAdmin):



    # Leave all your existing configuration as is!

#+END_SRC

* Copyright and License



Copyright (c) 2022-2024 [[https://harishnarayanan.org][Harish Narayanan]]



This code is licenced under the MIT Licence. See [[https://github.com/hnarayanan/django-extensible-models-experiment/blob/main/LICENSE][LICENSE]] for the full

text of this licence.