Dimension test for pre-aggregated values

[szotyola]

Is your feature request related to a problem? Please describe. I have a model, named daily_transactions the model has 3 columns:

• platform ( dimension for mobile and desktop breakdown )
• country (180+ different active countries )
• counter (a pre-aggregated value, broken down by the dimensions )

Currently, the only way I can test dimension anomalies for the country and platform columns if I manually set up new tests for each, which is not scalable.

Describe the solution you'd like I would like to be able to test anomaly detections daily by platform on the pre-aggregated values. eg.: Being able to define:

• which column I want to use as a dimension
• which column is to be aggregared and how to be aggregared ( summing daily values would work in this case )

Describe alternatives you've considered adding a dimension_breakdown column to the already existing Column anomalies test

Additional context Add any other context or screenshots about the feature request here.

Would you be willing to contribute this feature? Let us know if you're willing to contribute so that we'll be able to provide guidance.