mlflow-server

This docker file will get the lastest ubuntu image, install all the pre-requisites and run the mlflow server

Building the Docker image

docker build .

Make sure you're executing the above command within the same directory as thedockerfile

When completed, look for the image id (in bold)

Step 11/11 : CMD ["mlflow", "server", "--default-artifact-root", "wasbs://mlflow@benleroux.blob.core.windows.net/", "--host", "0.0.0.0"]

---> Running in 4cd4d56654d

Removing intermediate container 4cd4d56654d9

---> c928e2fdf147

Successfully built c928e2fdf147

SECURITY WARNING: You are building a Docker image from Windows against a non-Windows Docker host. All files and directories added to build context will have '-rwxr-xr-x' permissions. It is recommended to double check and reset permissions for sensitive files and directories.

Running the Docker image

docker run --name mlflow -h mlflow -i -t -p 5000:5000 --rm c928e2fdf147

The following options were used:

--name to give a name to the container

-h to name the container host

-p 5000:5000 to open the port 5000 and map to port 5000 as the mlflow server runs under port 5000

Hope this helps!