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Japper

Project description

Japper: A framework for building Jupyter-based web applications

Japper is a framework for building Jupyter-based web applications. It is designed to be a lightweight, flexible, and extensible framework that can be used to build a wide range of web applications.

Why Japper?

Problems with Jupyter-based web applications development

Jupyter is a popular open-source web application that provides a rich set of tools for building interactive web applications. However, building Jupyter-based web applications can be challenging for several reasons:

  • Time-consuming setup and configuration
    • Setting up a development environment for Jupyter-based web applications can be time-consuming and error-prone.
    • Managing dependencies and environment can be difficult, especially when working with multiple projects.
    • Test and deployment can be complex.
  • Limited frontend capabilities and extensibility of ipywidgets
    • Jupyter provides a rich set of tools for building interactive web applications, but it has limited frontend capabilities and extensibility.
    • Building custom components and plugins can be challenging.
  • Lack of debugging and error handling
    • Jupyter provides limited support for debugging and error handling, making it difficult to diagnose and fix issues.
  • Lack of architectural guidance
    • There is no architectural guidance, making it difficult to build scalable and maintainable web applications.

Solutions provided by Japper

Japper is a framework for building Jupyter-based web applications easily and quickly. Here are some of the key features:

  • Command-line interface for creating and managing Japper projects
  • Create a new Japper project with pre-configured templates to get started quickly
  • Manage dependencies and environment with a simple configuration file
  • Build and run development and production versions using Docker
  • Deploy to Docker registry or Kubernetes with a single command
  • Automatically generate documentation for your Japper project
  • Vue.js-based frontend for building interactive web applications utilizing ipyvuetify
    • Provide a rich set of components and utilities for building web applications
    • Support for custom components and plugins
  • Improved debugging and error handling
    • Support for logging and error handling
  • Guided Model-View-Presenter (MVP) architectural pattern
    • Support for building scalable and maintainable web applications
    • Support for building reusable components and plugins

Getting started

To get started with Japper, you can install it using pip:

pip install japper

Once installed, you can create a new Japper project using the japper command-line interface:

japper init

This will create a new Japper project with pre-configured templates to get you started quickly.

To run the development version of your Japper project, you can use the japper run dev command:

japper run dev

This will start a development server, and you can open your Japper project in a web browser. By default, the development server will run on port 8888. (You can visit http://localhost:8888 in your web browser to see your Japper project.)

To build and run the production version of your Japper project, you can use the japper run prod command:

japper run prod

This will build a production version of your Japper project and run it using Docker.

To deploy your Japper project to a Docker registry, you can use the japper deploy registry command:

japper deploy registry

This will build a production version of your Japper project and deploy it to a Docker registry. Japper will ask you for the Docker registry URL and other configurations.

To add a new page to your Japper project, you can use the japper add page command:

japper add page

This will add a new page and corresponding files to your Japper project. Japper will ask you for the page name and other configurations. Japper will create a new page with pre-configured templates to get you started quickly. Specifically, 3 files are created:

  • A new View file in the app/views folder
  • A new Presenter file in the app/presenters folder
  • A new Model file in the app/models folder

Japper also modifies app_main.py to include the new page.

To generate documentation for your Japper project, you can use the japper doc command:

japper doc

This will generate documentation for your Japper project using pydoc3. You can find the documentation in the docs folder

Documentation

To be added

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