Why L=L(v^2) in inertial reference system?

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Dr turtle
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TL;DR
Why Landau pointed out that Lagrange function shall only be affected by v square in inertial reference system?
Why he said that beacause space's propertiy is the same in both direction, so L=L(v^2), or do I misunderstand him incorrectly?
btw this conclusion appears in somewhere like page 5 and its about Galilean principle of relativity.
 
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The direction should not matter, so only magnitude of velocity |v| should matter.
[tex]f(|v|)=f(\sqrt{v^2})=g(v^2)[/tex]
So we can say only v^2 matters.