https://github.com/kirillseva/rain

Dockerize you tundra container
https://github.com/kirillseva/rain

Last synced: 4 months ago
JSON representation

Dockerize you tundra container

• Host: GitHub
• URL: https://github.com/kirillseva/rain
• Owner: kirillseva
• Created: 2015-03-25T21:49:07.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2016-05-10T15:56:23.000Z (almost 9 years ago)
• Last Synced: 2024-08-13T07:13:26.744Z (8 months ago)
• Language: R
• Homepage:
• Size: 35.2 KB
• Stars: 4
• Watchers: 1
• Forks: 1
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• jimsghstars - kirillseva/rain - Dockerize you tundra container (R)

README

        
rain [![Build Status](https://img.shields.io/travis/kirillseva/rain.svg)](https://travis-ci.org/kirillseva/rain) ![Release Tag](https://img.shields.io/github/tag/kirillseva/rain.svg) [![Documentation](https://img.shields.io/badge/rocco--docs-%E2%9C%93-blue.svg)](http://kirillseva.github.io/rain/)

===========

![logo](http://www.clipartsheep.com/images/377/there-is-35-happy-rain-free-cliparts-all-used-for-clipart.png)

Convert a tundraContainer into a dockerized REST server.

Available routes:

-----

HTTP request | endpoint                     | response

-------------|------------------------------|---------

GET/POST     | /                            | "OK"

GET/POST     | /ping                        | "pong"

GET/POST     | /predict (with JSON payload) | serialized output of predict as JSON

You can customize both your server script and your dockerfile if you need additional functionality.

Usage

----

```r

model <- readRDS("path/to/model/object")

build_image(model, "kirillseva/mySuperGlmModel") # use docker hub, default options

build_image(model, "kirillseva/veryCustomized", "myregistry.com",

  "path/to/dockerfile", "path/to/server/script") # custom registry and configs

```

By default, the server will listen on port 8103. You can run it as following:

`docker run -p 8103:8103 kirillseva/mySuperGlmModel`