That would need somewhere from 10 - 15A worst case, with every motor running.
However I'd advise doing load and speed tests on a single motor with a small 5V PSU, a wall plug type capable on anything over 1/2A.
Stepper motors tend to have quite high inductance coils and if driven from only their rated voltage, lose power dramatically as the stepping speed is increased.
The simple way around that is to use a rather higher voltage plus a resistor to limit the motor current to its rated value; eg. for those motors, a 12V supply and each motor fed via a 68 or 72 Ohm 2W resistor, to limit the current to around 100mA.
You may need a 12V supply for them to work properly, if moving at any real speed; the base speed given with 120Hz stepping (and 64 steps per turn) is only about two revolutions per second, from my interpretation of that data sheet.
(To put in in context, the motors used with 3D printers are often only rated something like 2V to 3V, but are run from 12 or 24V using motor controllers that regulate the current, as that's the only way to get reasonable performance from them).