The calculated distance (air line) between Canary Wharf and Lambeth is approximately 4 miles respectively 6 kilometers.
By car or train, the actual journey to Lambeth is certainly longer, as only the direct route (as the crow flies) between Canary Wharf and Lambeth has been calculated here.
Air line (approximately)
6 kilometers
3 nautical miles