WANNA - Get started

Installation

Install using pip install -U wanna-ml.

For more information on the installation process and requirements, visit out installation page in documentation

Authentication

WANNA-ML relies on gcloud for user authentication.

1. Install the gcloud CLI - follow official guide
2. Authenticate with the gcloud init
3. Set you Google Application Credentials gcloud auth application-default login

Docker Build

You can use a local Docker daemon to build Docker images, but it is not required. You are free to choose between local building on GCP Cloud Build. If you prefer local Docker image building, install Docker Desktop.

GCP IAM Roles and Permissions

Different WANNA-ML calls require different GCP permissions to create given resources on GCP. Our documentation page lists recommended GCP IAM roles for each wanna command.

Passing configuration

Most of the commands are accepting --file <path_to_yaml> parameter, or -f <path_to_yaml> for short. It can be passed using environment variable WANNA_FILE as well. If you have the yaml configuration dynamic, and use .e.g. cat wanna.yaml | envsubstr to replace environment variables, you can use - as a file name, so the usage would be cat wanna.yaml | envsubstr | wanna <command> -f -.