Files

medusa 1d42fe1d88 Update tech_docs/python/django.md

2024-09-28 00:21:49 +00:00

8.6 KiB

Raw Permalink Blame History

Django Framework Structure

Django follows a structure often referred to as MVT (Model-View-Template), which is closely related to the more common MVC (Model-View-Controller) pattern. Here's a breakdown of each component:

1. Model (M)

Represents the data structure
Contains the essential fields and behaviors of the data you're storing
Usually maps to a single database table
Example: A User model might contain fields like username, email, password

2. View (V)

Receives web requests and returns web responses
Contains the logic to process the data from the models
Equivalent to the Controller in MVC frameworks
Example: A view might fetch all users from the database and prepare them for display

3. Template (T)

Describes how the data should be presented
Usually HTML with Django template language
Equivalent to the View in MVC frameworks
Example: An HTML file that loops through a list of users and displays their information

Key Points:

Django's "View" is not the same as MVC's "View"
Django's "Template" serves the purpose of MVC's "View"
The framework provides a URL dispatcher (urls.py) that maps URLs to views

Flow of a typical Django request:

A request comes to a URL
Django uses the URL configuration to call the appropriate View
The View interacts with the Model to fetch/update data
The View then renders a Template, passing it any necessary data
The rendered Template is sent back as a response to the user

This structure allows for a clear separation of concerns, making Django applications easier to develop, maintain, and scale.

django training

Django Development Workflow and Project Structure

1. Project Setup

my_project/
    manage.py
    my_project/
        __init__.py
        settings.py
        urls.py
        asgi.py
        wsgi.py
    apps/
        app1/
            __init__.py
            admin.py
            apps.py
            models.py
            tests.py
            views.py
            urls.py
            migrations/
            templates/
                app1/
            static/
                app1/
        app2/
            # Similar structure to app1
    templates/
    static/
    media/
    requirements.txt
    .gitignore
    README.md

2. Development Workflow

Plan Your Project
- Define models, views, and URL structure
- Create a list of features and prioritize them
Set Up the Project
- Create a virtual environment
- Install Django and other dependencies
- Start a new Django project
- Configure settings.py (database, static files, etc.)
Create Apps
- Use python manage.py startapp for each major feature
- Move apps into the apps/ directory for better organization
Define Models
- Design your data schema in models.py
- Create migrations: python manage.py makemigrations
- Apply migrations: python manage.py migrate
Create Views and Templates
- Implement view logic in views.py
- Create corresponding HTML templates
Configure URLs
- Set up URL patterns in urls.py (both project and app level)
Implement Forms
- Create forms for data input and processing
Add Static Files
- Organize CSS, JavaScript, and images in static directories
Set Up Admin Interface
- Customize admin.py for each app
Write Tests
- Create unit tests for models, views, and forms
- Run tests frequently: python manage.py test
Implement Authentication and Authorization
- Set up user registration, login, and permissions
Continuous Development and Iteration
- Regularly commit changes to version control
- Refactor code as needed
- Add new features incrementally
Documentation
- Maintain a README.md with project setup instructions
- Document complex parts of your code
Deployment Preparation
- Set up production settings
- Collect static files: python manage.py collectstatic
- Configure your web server (e.g., Gunicorn, Nginx)

Best Practices

Follow PEP 8 style guide for Python code
Use meaningful names for variables, functions, and classes
Keep views thin, move business logic to models or separate service classes
Use class-based views for reusable, DRY code
Leverage Django's built-in features (forms, authentication, admin) when possible
Use environment variables for sensitive information
Regularly update dependencies and Django version

Django Development: Advanced Concepts (Phase 2)

1. Advanced Model Techniques

Model Inheritance:
- Abstract base classes
- Multi-table inheritance
- Proxy models
Custom Model Managers
Optimizing QuerySets:
- select_related() and prefetch_related()
- Aggregation and annotation
Database Transactions
Custom Fields

2. Advanced Views and Templates

Class-Based Views:
- Generic views (ListView, DetailView, etc.)
- Mixins for reusable functionality
Custom Template Tags and Filters
Context Processors
Middleware:
- Creating custom middleware
- Modifying request/response objects

3. Forms and Validation

Model Forms
Formsets: Handling multiple forms on a single page
Custom Form Fields and Widgets
Advanced Form Validation
Django Crispy Forms for better form rendering

4. Authentication and Authorization

Custom User Models
Social Authentication (e.g., using django-allauth)
Token-Based Authentication for APIs
Permission and Groups: Fine-grained access control
Django Guardian for object-level permissions

5. REST API Development

Django Rest Framework (DRF):
- Serializers
- ViewSets and Routers
- Authentication classes
- Throttling and pagination
API Documentation (e.g., Swagger/OpenAPI)

6. Asynchronous Tasks and Background Jobs

Celery for task queues
Django Channels for WebSockets and real-time features
Periodic Tasks using Celery Beat

7. Caching Strategies

Django's Caching Framework
Database Query Caching
Template Fragment Caching
Using Redis or Memcached

8. Testing and Quality Assurance

Advanced Testing Techniques:
- Factory Boy for test data
- Mocking external services
- Selenium for end-to-end testing
Continuous Integration (CI) setup
Code Coverage tools

9. Performance Optimization

Database Optimization:
- Indexing
- Raw SQL when necessary
Profiling and Debugging:
- Django Debug Toolbar
- New Relic or similar APM tools
Optimizing Static Assets:
- Compression and minification
- Content Delivery Networks (CDNs)

10. Deployment and DevOps

Containerization with Docker
Orchestration with Kubernetes
Continuous Deployment (CD) pipelines
Monitoring and Logging:
- ELK Stack (Elasticsearch, Logstash, Kibana)
- Prometheus and Grafana

11. Security Enhancements

Django Security Middleware
Cross-Site Request Forgery (CSRF) Protection
SQL Injection Prevention
Content Security Policy (CSP)
Two-Factor Authentication (2FA)

12. Internationalization and Localization

Django's i18n Framework
Translation Management
Handling Timezones

Best Practices for Phase 2

Implement comprehensive logging
Use database migrations for all schema changes
Regularly audit and update dependencies
Implement proper error handling and custom error pages
Use feature flags for gradual rollouts
Document APIs and complex functionality
Conduct regular security audits
Optimize for both mobile and desktop experiences

Streamlined Django Setup with Conda and pip

1. Create environment.yml file

Create a file named environment.yml with the following content:

name: django_env
channels:
  - defaults
dependencies:
  - python=3.9
  - pip
  - pip:
    - -r requirements.txt

2. Create requirements.txt file

Create a file named requirements.txt with your Python package dependencies:

django==4.2.5
djangorestframework==3.14.0

3. Create and activate the Conda environment

Run the following command in the directory containing your environment.yml file:

conda env create -f environment.yml
conda activate django_env

4. Create Django project and app

django-admin startproject myproject
cd myproject
python manage.py startapp myapp

5. Update dependencies (when needed)

If you need to add new packages, update requirements.txt and run:

pip install -r requirements.txt

6. Recreate environment (for team members or new setups)

conda env create -f environment.yml --force

8.6 KiB Raw Permalink Blame History