""" scripts/normalize_pure_sales.py Reconciles all records where pure_album_sales > 0: - sets audited_sales_units = pure_album_sales - sets provenance_flag = 'WIKI_DISCOGRAPHY_AUDIT' - computes awards_count """ import sqlite3 DB_PATH = "data/hiffi_catalog.db" def normalize(): conn = sqlite3.connect(DB_PATH) cur = conn.cursor() cur.execute(""" UPDATE commercial_sales SET audited_sales_units = pure_album_sales, provenance_flag = 'WIKI_DISCOGRAPHY_AUDIT', awards_count = CAST(pure_album_sales / 500000 AS INTEGER) WHERE pure_album_sales > 0 AND (provenance_flag = 'UNVERIFIED_NO_RECORDS' OR provenance_flag IS NULL) """) updated_count = cur.rowcount conn.commit() print(f"✓ Reconciled {updated_count} artists: provenance set to WIKI_DISCOGRAPHY_AUDIT with complete audited_sales_units.") conn.close() if __name__ == "__main__": normalize()