You've sat in a meeting where someone questioned the numbers. Not because the data was wrong — but because it came from three different places and nobody could ...

logger.warning ("scd2_loader_empty_df", table=self.table_name, file=source_file) return result # Store original count before any filtering original_count = len (df) # ── Pre-validation: coerce ...