def main(args): sfn = 'input_schema.json' with open(sfn, 'r') as sfr: schema = json.load(sfr) jsonschema.Draft4Validator.check_schema(schema) with open(args.json, 'r') as fr: candles = pd.read_json(fr.read()) try: jsonschema.validate(candles, schema) except jsonschema.ValidationError as e: print('Invalid JSON - {0}'.format(e.message), file=sys.stderr) m = Market(candles['candles']) s = Strategy(m) bt = BackTest(m, s) bt.run()