tylershumaker/docker-predictionio

Docker container for PredictionIO-based machine learning services

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 v0.10.0

PredictionIO docker container

Docker container for PredictionIO-based machine learning services

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 0.10.0.

####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 steveny/predictionio /bin/bash
```

2. (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
```

2. 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

3. Try an example: similar Product Engine Template (details in http://predictionio.incubator.apache.org/templates/similarproduct/quickstart/)