Dima Baranetskyi - Simple Streaming in Python Ecosystem
This talk explores practical data streaming solutions within the Python ecosystem. We'll focus on how Python developers can implement effective streaming architectures using Python-friendly tools, with emphasis on Redis Streams as a lightweight yet powerful option. The presentation will demonstrate essential streaming patterns for producers and consumers implemented with straightforward Python code. We'll cover schema management approaches with Pydantic, and briefly touch on implementing Change Data Capture (CDC) with pure Python tools. The session includes focused code examples and architecture diagrams that showcase real use cases where Python-native streaming shines. Attendees will learn when simpler Python solutions are the right choice for streaming needs, gaining practical knowledge they can apply immediately without leaving their preferred ecosystem.