Data Science on Cloud Foundry
This is a full end-to-end data science example running on Cloud Foundry (CF).
Getting Started
Concourse CI
- Clone the repo:
git clone https://github.com/datitran/cf-demo.git - Change to the cloned repo and do:
vagrant up - Target your local VirtualBox:
fly -t example-ci login -c http://192.168.100.4:8080 - Run the pipeline:
fly -t example-ci set-pipeline -p data-science-ci -c pipeline.yml -l credentials.yml - Unpause the pipeline:
fly -t example-ci unpause-pipeline -p data-science-ci
Docker
- Build docker image from file:
docker build -f dockerfile -t datitran/cf-demo .
Dependencies
- Anaconda Python 3.5.2
- Python conda environment (install with
conda env create --file environment.yml) - PCF Dev
- Concourse
- Docker
- Vagrant