AutoML service container

Introduction to the AutoML service container

The Automated Machine Learning (AutoML) service is used by the Software Factory to train machine learning models in development environments. The same service is used in test and production environments to perform predictions using the trained models.

Pull the image

Before the image can be pulled, you need to log in to the Thinkwise Container Registry. See registry authentication for more information.

You can pull the image with the following command:

docker pull registry.thinkwisesoftware.com/public/automl

Supported tags

warning

In production environments, you would want to pin a specific tag or digest of the image, to prevent unwanted changes during the day and have more control over when a new version is made available.

Tag	Description
latest	The most recent image

How to use this image

The container publishes port 8080 by default.

Use the following command to create and run the latest version of the container:

Linux or macOS

docker run \
	-p 8080:8080 \
	registry.thinkwisesoftware.com/public/automl

Windows

docker run `
	-p 8080:8080 `
	registry.thinkwisesoftware.com/public/automl

tip

To put the running container in the background and ensure the container gets restarted when the host reboots, you can add the --detach and --restart always flags to the command.

For example:

docker run \
	--detach \
	--restart=always \
	-p 8080:8080 \
	registry.thinkwisesoftware.com/public/automl

Indicium configuration

See AutoML service setup for more information on how to set up the connection with Indicium.