prefect 2.16.7

Release 2.16.7

on Python PyPI

💻 Introducing prefect shell for observing CLI commands

You can now observe CLI commands as a Prefect flow. For example:

» prefect shell watch "curl http://wttr.in/Chicago?format=3"
17:32:39.562 | INFO | prefect.engine - Created flow run 'powerful-mushroom' for flow 'Shell Command'
17:32:40.171 | INFO | Flow run 'powerful-mushroom' - Chicago: ⛅️ +50°F
17:32:40.315 | INFO | Flow run 'powerful-mushroom' - Finished in state Completed()

See these docs to learn how to:

• run a shell command as a Prefect flow on-demand with watch
• schedule a shell command as a recurring Prefect flow using serve

See the PR for implementation details: #11998

Other Enhancements 🌟

• Integrate composite triggers with the DeploymentTrigger YAML representation — #12413
• Add JSON Artifacts — #12295
• Add auto-provisioning option for Cloud Run V2 push work pools — #12422

... and numerous 🐛 fixes!

Full Changelog: 2.16.6...2.16.7

See the release notes for more!