Advanced features

This section introduces a number of features that are useful in building production-grade systems.

• Working with scripts
  • Using pip-installable modules
  • Using mlflow projects
• Working with streams
  • Introduction
  • Creating a stream
  • Writing to a stream
  • Accessing a stream buffer
  • Consuming streaming data
  • Writing streaming apps
  • Deploying streaming apps
• Working with clusters
  • Runtime Clusters
  • Multiple environments
• Customizing omega|ml
  • Implementing a Custom Backend