The way provided by the AML SDK to build/publish AML pipelines is a python script invoking AML SDK features/methods. This opens up unlimited possibilities on how to specify the AML pipelines but we want to start in a new MLOps project with a best practice way of streamline or code style these AML pipeline build scripts.
The project teams developed a best practice pattern to encapsulate AML pipeline steps as classes and easily append them in a structured way.All teams should use this pattern for new samples
[ ] Documentation documenting this best practice pattern, in addition a template for the root AML pipeline build script with different sections could be defined
Stretch Goal
[ ] Refactor all samples applying this best practice pattern
Glossary
Scenario or use case
The way provided by the AML SDK to build/publish AML pipelines is a python script invoking AML SDK features/methods. This opens up unlimited possibilities on how to specify the AML pipelines but we want to start in a new MLOps project with a best practice way of streamline or code style these AML pipeline build scripts.
The project teams developed a best practice pattern to encapsulate AML pipeline steps as classes and easily append them in a structured way. All teams should use this pattern for new samples
Acceptance criteria
Stretch Goal