Joost Boonzajer Flaes via Elementary: Add volume anomaly tests to staging models#899
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Joost Boonzajer Flaes via Elementary: Add volume anomaly tests to staging models#899
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Summary\n\nAdds volume anomaly tests to
stg_ordersandstg_paymentsto improve upstream coverage for the criticalcpa_and_roasmodel.\n\n### Changes\n-stg_orders: Addedelementary.volume_anomaliestest to detect sudden drops or spikes in row count that could silently reduce the number of orders flowing into downstream financial models.\n-stg_payments: Addedelementary.volume_anomaliestest to monitor payment volume, since payment records determine theamountcolumn used in revenue and ROAS calculations.\n\n### Why\nBoth staging models feed into the criticalcpa_and_roasmodel (viaorders→customer_conversions→cpa_and_roas). Without volume monitoring, data ingestion failures could go undetected and corrupt CPA and ROAS metrics.Created by:
joost@elementary-data.com