Short Description
Docker container for PredictionIO-based machine learning services
Full Description
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.
Use it interactively for development:
$ docker run -it -v $HOME/MyEngine:/MyEngine vermotr/predictionio /bin/bash
Or create your own deployable docker container:
FROM vermotr/predictionio
ADD MyEngine /MyEngine
EXPOSE 8000
ADD run.sh /run.sh
ENTRYPOINT /run.sh
and run.sh:
#!/bin/bash
set -e
pio-start-all
cd /MyEngine
pio build --verbose
pio deploy