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Project description

Sorna (“Software on Remote Networking Appliances”) is a distributed back-end computation service with highly abstracted API. Unlike AWS Lambda, it provides a preset of kernel images representing various programming environments and allows users to execute their code snippets without a cumbersome packaging process. All sub-projects are licensed under LGPLv3+.

Server-side Components

Sorna API Gateway

It routes external API requests from front-end services to agent instances by checking the instance registry.

Sorna Agent

It manages individual EC2 instances and launches/destroyes Docker containers where REPL daemons (kernels) run. Each agent on a new EC2 instance self-registers itself to the instance registry via heartbeats.

Sorna REPL

A set of small ZMQ-based REPL daemons in various programming languages and configurations. It also includes a sandbox implemented using ptrace-based sytem call filtering written in Go.

Sorna Common

A collection of utility modules commonly shared throughout Sorna projects, such as logging and messaging protocols.

Client-side Components

Sorna Client

A client library to access the Sorna API servers with ease.

Sorna Jupyter Kernel

Jupyter kernel integration of the Sorna Cloud API.

Sorna Media

The front-end support libraries to handle multi-media outputs (e.g., SVG plots, animated vector graphics)

  • The Python package (sorna) is installed inside kernel containers.
  • To interpret and display media generated by the Python package, you need to load the Javascript part in the front-end.
  • https://github.com/lablup/sorna-media

Installation

The Sorna project uses latest features in Python 3.6+ and docker. We highly recommend to use pyenv to use an isolated setup with custom Python versions that might not be supported by your

First, install Docker on your system. We have tested Sorna on Linux/Ubuntu and macOS (“Docker for Mac”).

For a single PC setup, just run pip install sorna. It will automatically install all above sub-projects as well as their dependencies.

Development

git flow

The sorna repositories use git flow to streamline branching during development and deployment. We use the default configuration (master -> preparation for release, develop -> main development, feature/ -> features, etc.) as-is.

Project details


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