Found the estimate in the report the Pentagon gave to Congress on this issue in 2013. Your proposed action would take the US, alone, 15 years (https://imgur.com/olWM3Xi).
I believe there's a few Australian mining companies with plans ready to go if China ever does this. The prices will go up, a lot, but the spice will flow.