If the data from an external API does not meet the required format (e.g., price in numeric 18 decimals format, timestamp in UNIX seconds), you may need to preprocess the data before feeding it into the Entangle UDF system. This could involve converting data types, rounding floating-point numbers, or formatting timestamps.