The calculated distance (air line) between Calheta and Tarrafal is approximately 12 miles respectively 20 kilometers.
By car or train, the actual journey to Tarrafal is certainly longer, as only the direct route (as the crow flies) between Calheta and Tarrafal has been calculated here.