Giter Club home page Giter Club logo

docker-predictionio's Introduction

This project is derived from sphereio/docker-predictionio

The doc file of PredictionIO pointing to this repo is at http://predictionio.incubator.apache.org/community/projects/#docker-installation-for-predictionio

This Dockerfile is for PredictionIO v0.11.0

PredictionIO docker container

Docker container for PredictionIO-based machine learning services

Docker build

PredictionIO is an open-source Machine Learning server for developers and data scientists to build and deploy predictive applications in a fraction of the time.

This container uses Apache Spark, HBase and Elasticsearch. The PredictionIO version is the latest stable version 0.11.0.

####Use it interactively for development:

  1. First, do either i) or ii) below
  2. (faster; stable version) obtain docker image from public docker registry:
```Bash
$ docker run -it -p 8000:8000 shouya/predictionio /bin/bash
```
  1. (slower) build docker image from local Dockerfile: cd to the path containing the Dockerfile, then:
```Bash
$ docker build -t predictionio .
```
then:

```Bash
$ docker run -p 8000:8000 --name predictionio_instance -it predictionio /bin/bash
```
  1. Then in docker container, start all services and check they are started
$ pio-start-all
or
$ pio eventserver &  # if using PostgreSQL or MySQL
$
$ jps -l
  1. Try an example: similar Product Engine Template (details in http://predictionio.incubator.apache.org/templates/similarproduct/quickstart/)

docker-predictionio's People

Contributors

arzt avatar hajoeichler avatar ibotdotout avatar mickadoua avatar shouya avatar steveny2k avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.