GoogleCloudPlatform / GoogleCloudPlatform/automlops

[Question] Is there a way to provision multiple environments (dev, prd)

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#51 1 comment 0 reactions 0 assignees View on GitHub
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

Open the contributing 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

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