malevo as single Docker container

Caleydo / confusionflow-ui

Visualize learning dynamics in multi-class image classifiers (e.g., convolutional neural networks) 💬 @gfrogat @thinkh

https://confusionflow.org

BSD 3-Clause "New" or "Revised" License

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malevo as single Docker container #137

Closed gfrogat closed 6 years ago

gfrogat commented 6 years ago

deployment is currently realized via Docker. We should try to simplify the setup process by bundling malevo + deps in a pip package.

thinkh commented 6 years ago

We agreed that creating a pip package is too much effort and not so easy to implement with all the Phovea Python dependencies. Therefore, we will build and publish a single Docker container that a user can "install" and run.

The docker container must contain:

Phovea server
Malevo server
Malevo frontend (already build)
Mounted host directory into data directory

gfrogat commented 6 years ago

We talked about moving the data loading into a separate API to be backend agnostic, and to be able to simplify the data loading via a Python package.

The user would simply download the prebuilt docker container and start a local data server (i.e. a python package).

By doing that we can support multiple backends and don't have to mess with phovea_server.

gfrogat commented 6 years ago

now possible thanks to changes + new docker-compose file from @thinkh