The calculated distance (air line) between Cardiff and Canary Wharf is approximately 136 miles respectively 219 kilometers.
By car or train, the actual journey to Canary Wharf is certainly longer, as only the direct route (as the crow flies) between Cardiff and Canary Wharf has been calculated here.
Air line (approximately)
219 kilometers
118 nautical miles