Using Django Codespaces in GitHub – A How To Guide with GitHub Actions

Django Codespaces is a feature of GitHub that allows developers to create a cloud-based development environment for their Django projects. This means that you can write code, test it, and deploy it without leaving GitHub. In this article, we will go over the steps to create a Django Codespace on GitHub and use GitHub actions to automate some of the tasks.

Creating a Django Codespace on GitHub

To create a Django Codespace on GitHub, follow these steps:

  1. Create a new repository: Navigate to your GitHub account and create a new repository. Give it a name and a brief description.
  2. Enable Codespaces: Go to the settings of your repository and select the “Codespaces” tab. Click on the “Enable Codespaces” button.
  3. Choose a configuration: You will be prompted to choose a configuration file for your Codespace. GitHub provides some preconfigured templates, but you can also use your own custom configuration. For Django projects, we recommend using the “Python” configuration.
  4. Create a Codespace: Once you have selected your configuration file, you can create your Codespace by clicking on the “New Codespace” button. This will create a new cloud-based development environment for your Django project.
  5. Start coding: Now that your Codespace is set up, you can start coding. You can access your Codespace by clicking on the “Open in Codespaces” button on your repository’s main page.

Using GitHub Actions to Automate Tasks

GitHub Actions is a powerful tool that allows developers to automate tasks such as building, testing, and deploying their code. Here are some examples of how you can use GitHub Actions to automate tasks for your Django project:

  1. Running Tests: To run tests automatically every time you push code to your repository, you can create a GitHub Action that uses the Django test runner. Here’s an example configuration file:
name: Run Tests

on:
  push:
    branches:
      - main

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout Code
        uses: actions/checkout@v2
      - name: Set up Python
        uses: actions/setup-python@v2
        with:
          python-version: '3.9'
      - name: Install Dependencies
        run: pip install -r requirements.txt
      - name: Run Tests
        run: python manage.py test

This configuration file sets up a job that runs on every push to the “main” branch. It checks out the code, sets up Python, installs dependencies, and runs the tests using the Django test runner.

  1. Deploying to a Server: To automatically deploy your Django project to a server every time you push code to your repository, you can create a GitHub Action that uses a deployment tool such as Ansible. Here’s an example configuration file:
name: Deploy to Server

on:
  push:
    branches:
      - main

jobs:
  deploy:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout Code
        uses: actions/checkout@v2
      - name: Install Dependencies
        run: pip install -r requirements.txt
      - name: Deploy
        uses: appleboy/ansible-action@v1
        with:
          playbook: deploy.yml
          inventory: production
          become: yes
          extra-vars: |
            server_user={{ secrets.SERVER_USER }}
            server_host={{ secrets.SERVER_HOST }}
            server_port={{ secrets.SERVER_PORT }}

This configuration file sets up a job that runs on every push to the “main” branch. It checks out the code, installs dependencies, and deploys the

GitHub CodeSpaces for React Developers with GitHub Actions

GitHub Codespaces is a cloud-based development environment that allows you to develop code without the need to set up a local development environment. With GitHub Codespaces, you can create a virtual development environment that is preconfigured with the tools and dependencies you need to start building your application. This article will cover how to set up a GitHub Codespace for a React project and how to integrate GitHub Actions into your workflow.

Setting Up a GitHub Codespace for React

To set up a GitHub Codespace for a React project, follow these steps:

  1. Create a new repository on GitHub for your React project.
  2. Navigate to the “Code” tab of your repository and click the “Code” button.
  3. In the “Open with Codespaces” dropdown, select “New Codespace”.
  4. GitHub will automatically configure your Codespace with the necessary tools and dependencies to run a basic React application. You can also specify your own custom configuration by creating a devcontainer.json file in your project’s root directory. This file can be used to specify the tools and dependencies that your project needs.
  5. Once your Codespace is created, you can access it by clicking the “Codespaces” tab in the left sidebar of your GitHub repository.

Integrating GitHub Actions into Your Workflow

GitHub Actions is a powerful tool that allows you to automate tasks and build workflows for your projects. You can use GitHub Actions to run tests, deploy your application, or perform other tasks as part of your development workflow. Here’s how to integrate GitHub Actions into your React project:

  1. Create a new file named “main.yml” in a new directory called “.github/workflows” in your project’s root directory.
  2. Add the following code to the “main.yml” file:
name: CI
on:
  push:
    branches: [main]
  pull_request:
    branches: [main]
jobs:
  build:
    runs-on: ubuntu-latest
    steps:
    - uses: actions/checkout@v2
    - name: Use Node.js
      uses: actions/setup-node@v2
      with:
        node-version: '14'
    - run: npm install
    - run: npm test

This code creates a simple workflow that will run tests whenever changes are pushed to or a pull request is opened against the main branch of your repository.

  1. Commit and push the “main.yml” file to your repository.
  2. Navigate to the “Actions” tab in your GitHub repository to see your workflow in action.

GitHub Codespaces and GitHub Actions are powerful tools that can greatly simplify your development workflow for React projects. By creating a virtual development environment with Codespaces and automating tasks with Actions, you can focus on building your application without worrying about the setup and maintenance of your development environment.

GitHub Codespaces for Jupyter Notebooks – An Intro and How To Guide

GitHub Codespaces is a cloud-based development environment that allows developers to easily set up a development environment within the browser. It allows you to create, edit, and run your code directly from your browser, without the need for additional software or hardware. This is especially helpful when working with Jupyter Notebooks, which require a specific setup to run locally.

In this article, we will walk through the process of setting up a GitHub Codespace for Jupyter Notebooks and integrating it with GitHub Actions to automate the process.

Setting Up a GitHub Codespace for Jupyter Notebooks

Before we dive into the setup, it is important to note that GitHub Codespaces is still in beta, and may have certain limitations. Additionally, you will need a GitHub account to proceed.

  1. Navigate to the repository where you want to create a Codespace.
  2. Click on the “Code” button on the repository page.
  3. Click on the “Open with Codespaces” dropdown button.
  4. Choose “New Codespace”.
  5. Customize your Codespace settings. Choose the operating system, version of Python, and other tools you want to include in the environment.
  6. Click on “Create Codespace”.
  7. Once your Codespace is created, you can open the Jupyter Notebook by clicking on the “Open Jupyter Notebook” button.

Integrating GitHub Actions

With GitHub Actions, you can automate the process of building and testing your code. In this section, we will show you how to create a GitHub Action that sets up the Codespace and runs the Jupyter Notebook.

  1. Navigate to the repository and click on the “Actions” tab.
  2. Click on the “Set up a workflow yourself” button.
  3. Add the following code to the “YAML” file:
name: Jupyter Notebook

on: [push]

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v2
      - name: Setup Codespace
        uses: actions/setup-codespaces@v2
        with:
          codespace-name: "My Codespace"
          image: "github.com/my-org/my-repo#main:.devcontainer/devcontainer.json"
          personal-access-token: ${{ secrets.CODING_ACCESS_TOKEN }}
      - name: Run Jupyter Notebook
        run: |
          jupyter notebook --ip=0.0.0.0 --no-browser --port=8888 --allow-root


This will create a GitHub Action that sets up the Codespace, runs the Jupyter Notebook, and then saves the results to the repository.

Save the YAML file.

Go to the “Secrets” tab and add a new secret called “CODING_ACCESS_TOKEN”. This is a personal access token that is used to authenticate the GitHub Actions workflow. You can generate a new personal access token by going to your GitHub profile settings, selecting “Developer settings”, and then clicking on “Personal access tokens”.

Push your code to the repository to trigger the GitHub Action.

In this article, we have shown you how to set up a GitHub Codespace for Jupyter Notebooks, and how to integrate it with GitHub Actions to automate the process. This can save a lot of time and make the development process more efficient, especially when working on complex projects.