Core:
- Python 3.6, Golang – as main development languages
- Kubernetes – as runtime platform
- Docker – as containerization engine for runtime platform
- FluentD – as logging aggregator for feedback loop
- Operator - as handler of Legion's custom resources
- EDGE – as model API traffic manager
- EDI – model manager
- Toolchains - APIs for adding to ML Legion capabilities
Optional:
- Airflow – as optional ETL engine
Project Legion locates in GitHub Repository legion-platform/legion and contains of next items:
- Legion application - several Docker images:
- EDI
- FluentD
- Toolchain application
- HELM packages:
- legion-core HELM chart
- legion HELM chart
- Legion Python source codes
- Operator
containers
- all Legion components that are distributed as docker images.docs
- documentation that describes Legion platform, architecture, usage and etc.helms
- Legion Helm packages (distribution packages for Kubernetes).legion
- source code of Legion python packages.scripts
- utility scripts for CI/CD process.
For deploying purposes there are platform-specific repositories that contains platform-specific deploying logic.
Legion Infrastructure locates in GitHub Repository legion-platform/legion-infrastructure and contains:
- Terraform modules
- Jenkins pipelines for Jenkins CI/CD jobs
- Infrastructure specific containers:
- Terraform modules