Home

Awesome

<p align="center"> <a href="https://hydrosphere.io/"> <img src="https://gblobscdn.gitbook.com/spaces%2F-MESaD8WY3ggQLtBByXl%2Favatar-1597150668933.png?alt=media" alt="Hydrosphere.io logo" width="128" height="128"> </a> </p> <h3 align="center">Hydrosphere Serving</h3> <p align="center"> Platform for deploying your Machine Learning to production <br> <a href="https://docs.hydrosphere.io"><strong>Check out Hydrosphere.io docs »</strong></a> <br> <br> <a href="https://github.com/Hydrospheredata/hydro-serving/issues/new">Report bug</a> · <a href="https://hydrosphere.io/contact/">Contact Us</a> </p>

GitHub license Helm chart Lint and Testing

Hydrosphere Serving is a cluster for deploying and versioning your machine learning models in production.

Getting Started

You can refer to our documentation to see tutorials, check out example projects, and learn about all features of Hydrosphere.

Installation

There are two main ways of installing Hydropshere:

Docker

Before installing Hydrosphere Serving, please install its prerequisites:

To deploy the Hydrosphere platform from master branch, follow the instructions below:

  1. Download the latest release version from the releases page;
    ### __released_version__
    export HYDROSPHERE_RELEASE=3.0.3
    
    wget -O hydro-serving-${HYDROSPHERE_RELEASE}.tar.gz https://github.com/Hydrospheredata/hydro-serving/archive/${HYDROSPHERE_RELEASE}.tar.gz
    
  2. Unpack the tar ball;
    tar -xvf hydro-serving-${HYDROSPHERE_RELEASE}.tar.gz
    
  3. Set up an environment.
    cd hydro-serving-${HYDROSPHERE_RELEASE}
    docker-compose up
    

To deploy the Hydrosphere platform from the master branch, follow the instructions below:

  1. Clone umbrella repository locally.
    git clone ...
    cd hydro-serving
    
  2. Build the docker-compose.yaml.
    ./build-compose.sh
    docker-compose up
    
  3. Set up an environment.
    docker-compose up
    

To check installation, open http://localhost/. By default Hydrosphere UI is available at port 80.

Note, other installation options are described in the documentation.

Kubernetes

Before installing Hydrosphere Serving, please install its prerequisites:

To install Hydrosphere Serving, follow the instructions below:

helm repo add hydrosphere https://hydrospheredata.github.io/hydro-serving/helm/
helm install --name serving --namespace hydrosphere hydrosphere/serving

To reach the cluster, port-forward ui service locally.

kubectl port-forward -n hydrosphere svc/serving-ui 8080:9090

To check installation, open http://localhost:8080/.

Note, other installation options are described in the documentation.

Community

Keep up to date and get Hydrosphere.io support via or contact us directly at info@hydrosphere.io

Contributing

We'd be glad to receive any help from the community!

Check out our issues for anything labeled with help-wanted, they will be the perfect starting point! If you don't see any, just let us know, we would be happy to hear from you.