@Marvin How can I integrate Prefect in my CI/CD pipeline on Github?

To integrate Prefect into your CI/CD pipeline on Github, you can use Prefect's CLI commands in your Github Actions. Here are some steps you might consider: 1. Initialize a Prefect project: Before you can run your flows, you'll need to initialize a Prefect project. This can be done using the Prefect CLI. 2. Deploy your flows: Prefect provides a

prefect deploy

command that you can use to deploy your flows. This command will also prompt you with scheduling options, making it easier to schedule your flows. You can use this command in a Github Action to automatically deploy your flows whenever you push to your repository. 3. Run your flows: Once your flows are deployed, you can use the Prefect CLI to run your flows. This can also be done in a Github Action. 4. Utility deployment steps: Prefect provides utility deployment steps like

pip_install_requirements

and

run_shell_script

that can be used to automate portions of your deployment process. You can use these steps in your Github Actions to automate your CI/CD pipeline. You can find more details about these steps in these pull requests: - Pull Request 9832 - Pull Request 9844 Please note that Prefect workers and agents are deployed in your environment and poll for scheduled workflow jobs. Prefect does not require ingress access to your environment as the connection is opened outbound via the Prefect worker or agent. All storage systems are encrypted with industry best practice algorithms. Data is encrypted at all times in transit and at rest with a minimum of TLS 1.2 enforced on all of Prefect's endpoints. For more detailed information, you might want to check out Prefect's official documentation.