configuration

Overview of Configuration

This directory contains the instructions to perform the following tasks in the SAS Model Manager container:

• turn on logging debug for a specific service using sas-admin CLI utility
• create container base images for Python 3 and R models with a Python script
• create a CAS, Git, Azure Machine Learning, or container publishing destination using a Python script or SAS Viya CLI
• migrate SAS Viya 3.5 Python models to SAS Viya 2020.1 or later
• administer user group identities

Turn On Logging to Debug with the SAS Viya Administration CLI

Occasionally a user might like to get more debugging information from a log file when troubleshooting certain situations. The SAS Viya Administration (sas-admin) command-line interface (CLI) can be used to easily set the logging level for specific SAS services in the CLI. Users can download the sas-admin CLI from the SAS Support Downloads site.

To turn on the DEBUG level for the Model Publish API service:

• Download and extract the sas-admin CLI.
• Create a JSON file (such as modelpublish_debug.json) in the same directory.

{
    "name": "modelpublish logging level",
    "items": [{
        "metadata": {
            "mediaType": "application/vnd.sas.configuration.config.logging.level+json;version=1",
             "services": ["modelPublish", "modelRepository"]
        },
        "name": "com.sas.modelmanager",
        "level": "DEBUG"
    }]
}

• Get authorization token with your user name and password.

./sas-admin prof set-endpoint http://localhost:8080
./sas-admin auth login -u <username> -p <password>

• Create configuration settings for logging.

./sas-admin plugins enable-default-repo
./sas-admin plugins install --repo SAS configuration
./sas-admin configuration configurations create --file modelpublish_debug.json

Model Containerization

With the release of SAS Model Manager 15.3 on SAS Viya 3.5, model containerization for Python and R models is supported. You must create a publishing destination and base image before users can publish Python models or R models to a container destination.

• Creating publishing destinations
• Creating base images

Migrate SAS Viya 3.5 Python Models to SAS Viya 2020.1 or Later

You can migrate one Python model at a time from SAS Viya 3.5 to SAS Viya 2020.1 or later.

For more information, see the README in the migration directory.

Administer User Group Identities

The UserGroupAdmin.ipynb Jupyter notebook includes examples for how to administer user group identities by submitting API requests using Python code.

License

This project is licensed under the Apache 2.0 License.