#!/usr/bin/python3 import cerberus from schwifty import IBAN, BIC import datetime def valid_iban(field, value, error): try: IBAN(value) return True except ValueError: error(field, 'not a valid IBAN') def valid_bic(field, value, error): try: BIC(value) return True except ValueError: error(field, 'not a valid BIC') def iso_date(field, value, error): try: datetime.datetime.strptime(value, "%Y-%m-%d") return True except ValueError: error(field, 'not a valid IDO 8601 date') document = { 'finanzdaten': { 'bic': 'PBNKDEFFXXX', 'holder': '', 'iban': 'DE89370400440532013000', 'issuance': '2012-01-01', 'reference': '0042', 'scan-sepa-mandate': '' }, 'mitgliederdaten': { 'bis': '', 'mitgliedsbeitrag': '30', 'scan-antrag': '', 'schliessberechtigung': 'Ja', 'spendenbeitrag': '', 'status': 'V', 'von': '2012-01-01' }, 'stammdaten': { 'address_code': '39104', 'address_country': 'DE', 'address_label': 'Max Hackerberg\nLeibnizstr. 32\n39104 Magdeburg', 'address_locality': 'Magdeburg', 'address_region': '', 'address_street': 'Leibnizstr. 32', 'birth_date': '1970-01-01', 'birth_location': 'Hackstadt', 'email': 'max.hackerberg@netz39.de', 'fullname': 'Max Hackerberg', 'nickname': 'maxH', 'pgp-key': '', 'ssh-key': '' }, 'timestamp': '2020-03-25T23:58:11', 'id': '6af68' } schema_fin={'bic': {'type': 'string', 'check_with': valid_bic}, 'iban': {'type': 'string', 'check_with': valid_iban}, 'issuance': {'type': 'string', 'check_with': iso_date}, 'reference': {'type': 'string'}, 'scan-sepa-mandate': {'type': 'string'}, 'holder': {'type': 'string'}} v = cerberus.Validator() v.validate(document['finanzdaten'], schema_fin)