The calculated distance (air line) between Johannesburg and Parys is approximately 61 miles respectively 97 kilometers.
By car or train, the actual journey to Parys is certainly longer, as only the direct route (as the crow flies) between Johannesburg and Parys has been calculated here.
Air line (approximately)
97 kilometers
53 nautical miles