https://github.com/hydrospheredata/hydro-serving-manager

Part of the Hydrosphere.io project.
https://github.com/hydrospheredata/hydro-serving-manager

docker hydrosphere ml-models model-registry scala

Last synced: 28 days ago
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Part of the Hydrosphere.io project.

• Host: GitHub
• URL: https://github.com/hydrospheredata/hydro-serving-manager
• Owner: Hydrospheredata
• Created: 2019-04-04T11:20:11.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-07-05T09:56:27.000Z (over 1 year ago)
• Last Synced: 2024-04-14T07:52:51.208Z (9 months ago)
• Topics: docker, hydrosphere, ml-models, model-registry, scala
• Language: Scala
• Homepage: http://docs.hydrosphere.io
• Size: 5.82 MB
• Stars: 4
• Watchers: 9
• Forks: 4
• Open Issues: 9
• Metadata Files:
  • Readme: README.md

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README

        
# hydro-serving-manager

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## About

Manager service is responsible for:

- registration of models

- deployment and management of models in orchestrator

- entity discovery for other Hydrosphere services

Supports:

- Docker

- Kubernetes

Exposes both GRPC and HTTP API.

## Development

Developer needs `sbt` to build the project.

There are two types of resulting artefacts:

- Compiled jar: `sbt compile`

- Docker image: `sbt docker

## Test

Two types of tests are implemented: unit and integration tests.

To run unit tests: `sbt test`

To run integration tests: `sbt it:test`

To run a specific test case: `sbt testOnly `