- Stateless: Processes each data point independently. Ideal for unit conversions and threshold checks.
- Stateful: Retains context over time using rolling windows. Useful for moving averages, rates of change, and trend detection.
Reference
Calculated Channel reference
Settings, options, and behaviors for Calculated Channels in Sift.
Calculated Channels are derived signals computed from one or more existing Channels using a CEL expression. They allow engineers to define custom metrics, transform raw telemetry, and derive new signals without modifying the original data. Once created, a Calculated Channel is available in Explore for visualization and as an input for Rules and other Calculated Channels.
Sift supports two types of transformations: