cloudnua / ml-forecast-app Goto Github PK
View Code? Open in Web Editor NEWStreamlit Data Web Application using Facebook’s forecasting algorithm - Prophet
License: MIT License
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ml-forecast-app's Issues
Async button for data fetch
- Streamlit button for data input
Add CI Gitlab Logic
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Build from Docker image
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Store built container in Gitlab docker container registry
Add CI Tests
- Testing
- Static Analysis
- Unit
GitOps
- Terraform CI/CD
- AWS VPC Landing Zone
- EKS Build
- K8 Cluster Config
- Gitlab Managed Apps
Application Lifecycle Management - Performance review
- Migrate logic from container to a serverless component if/where possible for more performant application
Add Docker build logic
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Dockerfile
- Multi-Stage Build
- Non-Root User Permissions
- Mount local folder(s)
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Docker-compose
Integrate GitHub repo to Gitlab
- Ensure code integrity between source control and CI/CD platform
- Eventually send feedback from CI back to source control for new release / tagging
Add CD Gitlab Logic
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Deploy from Docker build image stored in Gitlab docker container registry. Using Decision Matrix for each selection variable
- Public Cloud Platforms
- Tech stack deployment method
- Continuous Release / Deployment from 'main' branch
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