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Last pushed: 9 months ago
Short Description
Rebuild PredictionIO for Docker with v0.10.0
Full Description

PredictionIO docker container (PredictionIO & Spark Only)

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 and PostgreSQL.

Use it interactively for development:

$ docker run --name prediction-databse 
    -e POSTGRES_USER=postgres
    -e POSTGRES_PASSWORD=prediction 
    -e POSTGRES_DB=postgresql 
    -d postgres:9.4

$ docker run -it -v $HOME/my-recommendation-src:/MyRecommendation 
    -p 8000:8000 -p 7070:7070 -p 9000:9000 
    --link prediction-databse:postgres
    cuongdd1/predictionio /bin/bash

Bash commands inside container (See PredictionIO QuickStart)

$ pio status
$ cd /MyRecommendation
$ pio app new MyApp1
... 
$ pio build --verbose
$ pio train
$ pio deploy
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cuongdd1
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