Attribute Pipelines

Attribute pipelines let you transform and validate client attributes before they are stored and broadcast to the UI.

When to use

Normalize inconsistent device attribute keys across firmware versions
Convert "24" → 24 before rules read the value
Bulk move keys between namespaces using Change scope
Drop invalid attribute patches (optional)

How it works (high level)

Attribute pipelines are optional on a device profile
If no pipeline is selected, attributes are stored as received
Pipelines run on CLIENT attribute patches before DB write + realtime emit

UI pages (app)

Attribute Pipelines — /attribute-pipelines
Attribute Pipeline Editor — /attribute-pipelines/:id