Advanced features

This section introduces a number of features that you will useful in building production-grade systems. In particular

• scripts - run arbitrary third-party Python packages with the same convenience as you run models and jobs

• streams - integrate with streaming sources or sinks, like Kafka, MQTT, web services or omega|ml datasets

• integration - use REST APIs to build applications from any data source

• customizing - extend omega|ml with custom plugins

• Working with scripts
  • Lambda Modules
• 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