The calculated distance (air line) between City of London and Canary Wharf is approximately 3 miles respectively 5 kilometers.
By car or train, the actual journey to Canary Wharf is certainly longer, as only the direct route (as the crow flies) between City of London and Canary Wharf has been calculated here.
Air line (approximately)
5 kilometers
3 nautical miles