That price of €350 is for most 1.9 PD engines and includes the water pump. At the moment I can supply all genuine parts for that price as I got a good deal on genuine timing belt kits.
The 2.0 costs a bit extra as the kit is more expensive, total cost €425 for genuine Audi kit and pump or €400 with OEM kit and Audi pump.