From Google- and Meta-Like CSVs to a Trusted Schema: Building Fail-Closed Python Adapters

A hands-on Python ingestion tutorial: map simulated ad-platform CSVs, normalize micro-USD with Decimal, reject duplicates, write atomically, and test in CI.