9. Upload to GitHub, DockerHub and MINT
Now that we have tested our model component, it's time do a snapshot of the mic wrapper, the docker image and save the model metadata in MINT.
MIC assumes that appropriate GitHub credentials, Docker login and MINT metadata credentials have been set up with the
mic credentials command.
How to perform this step?¶
If you are still on the environment MIC created, type
exit. It is usually easy to identify whether you are on the MIC environment or not, as you will see
root@<random_number>:/tmp/mint# in your console.
Once exited, type
mic pkg upload:
$ mic pkg upload Automatically found mic.yaml in C:\Users\dgarijo\Desktop\192\java_model\mic\mic.yaml This step uploads your code, DockerImage and ModelConfiguration Creating the git repository Compressing your code Creating a new commit Creating or using the GitHub repository The git repository has not a remote server configured Creating a new repository on GitHub The url is: https://github.com/dgarijo/test_193.git Creating a new version New version: 20.6.1 Pushing your changes to the server Repository: https://github.com/dgarijo/test_193.git Version: 20.6.1 Downloading the base image and building your image Uploading the Docker Image Docker Image: dgarijo/test_192:20.6.1
For the publication in the MINT model catalog, MIC will ask you some questions. See an example below with our sample Java model:
A model component must be associated with a model Existing models are:  simplemodel  swat  widoco  test_192 Do you want to use an existing model? [Y/n]: y Please select the model to use : 4 Existing versions are:  0.1.0 Do you want to use an existing version? [Y/n]: Y Select enter the number of version to use : 1
In this case, we selected a model that already exists (
test_192). If the model component does not have a model associated yet, MIC will prompt you to describe its name and version.
MIC will create a GitHub repository for your component (if the repository exist, it will create a new release in it); a Docker image and a MINT model configuration entry.
For example, for our Java component, MIC automatically created:
- A GitHub repository with a tagged version
- A Docker image in DockerHub
- The corresponding model configuration in MINT
MIC will also tell you how to execute your model in DAME:
dame run 50c9168b-da2b-4515-84ad-17d9e144b9d6 -p default
You are done. Congratulations!
Usage: mic pkg upload [OPTIONS] Upload your MIC wrapper (including all the contents of the /src folder) to GitHub, the Docker Image on DockerHub and the model component on MINT Model Catalog. - You must pass the MIC_FILE (mic.yaml) as an argument using the (-f) option or run the command from the same directory as mic.yaml mic pkg upload -f <mic_file> Example: mic pkg upload -f mic/mic.yaml Options: -f, --mic_file FILE -p, --profile <profile-name> --help Show this message and exit.