GoogleCloudPlatform / GoogleCloudPlatform/automlops
[Question] Is there a way to provision multiple environments (dev, prd)
- Dominant language
- Python
- Stars
- 257
- Forks
- 45
- PR merge metrics
- No merged PRs in 30d
Description
Hi,
Usually when we work in GCP projects for customers we have multiple environments: development, production and so on.
Is there a recommended way of provisioning multiple environments using AutoMLOps?
Ideally we would have a "dev" branch with a separte environment (GCP resources + pipeline), we would make our changes in this branch and once everything is tested we would create PR for merging "dev" with the "main" branch in order for deploying the changes to Production.
Thanks!
Contributor guide
Research direction
No file, test, or entry point is named. First determine how AutoMLOps currently provisions GCP resources and pipelines, then define and document a supported dev-to-production workflow with separate environments and branch-based deployment; done means the recommended process is clear and reproducible.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- google-cloud, python
- Domain
- ci-cd, cloud, devops, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100