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- accept source ids containing digits and underscores; the previous pattern dropped openairframes_uk_caa_*.csv with no output, contradicting the documented promise that adding a source needs no change here - reject a file whose source column disagrees with its filename, which would otherwise merge one registry into the union under another's label - refuse duplicate source files, skip an empty optional source rather than aborting, and log every skipped file and the column names shared across sources - correct the MIN_EXPECTED_ROWS comment, which described a 35k floor for a 1000 value Generated-by: Claude Opus 5 <noreply@anthropic.com>