backpressure

What problem does it solve?

This Skill prevents application crashes and data loss caused by producers generating data faster than consumers can process it, ensuring stable and reliable data flow.

Core Features & Use Cases

• Bounded Buffering: Limits memory usage by enforcing a maximum queue size.
• Adaptive Flushing: Dynamically adjusts the rate at which data is sent downstream based on its health.
• Multiple Strategies: Offers options like blocking, dropping oldest/newest data, or sampling to handle overload.
• Use Case: Ideal for scenarios like ingesting high volumes of events into a slower database or handling sudden traffic spikes without overwhelming downstream services.

Quick Start

Use the backpressure skill to manage data flow with a maximum buffer size of 10000 items and a drop oldest strategy.