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CI/CD for PySpark data pipelines
·
Module 6
End-to-End Pipeline Integration and Workflows
1
Committing Changes to GitOps with GitHub Actions
Configure a GitHub Actions workflow with credentials to commit changes to the GitOps repository.
2
Automate Kubernetes Image Tag Updates in CI/CD
Automate the update of a Kubernetes manifest's image tag within a CI job and commit the change back to the repository.
3
CI/CD Pipeline with Fleet: Code Push to Deployment
Execute and monitor the full CI/CD pipeline for a development environment, from code push to automated deployment via Fleet.
Git-based Deployment Promotion Strategy
Design and implement a Git-based promotion strategy to deploy a specific application version from a development to a production environment.
Manual Production Deployment with Fleet Verification
Execute a manual promotion to the production environment and verify the deployment status using Fleet.
GitOps Rollback: Reverting to a Previous Application Version
Perform a rollback to a previous application version by reverting a commit in the GitOps repository.
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