Cancelling some dx's

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How can you prove

$$\frac{\partial f}{\partial y} = \frac{d}{d x} \left( \left( \frac{\partial}{\partial \frac{dy}{dx} } \right) \right)f ?$$

It's tempting to cancel the two $dx$'s, but can this be done?

Is there a guide to when you can safely cancel such terms and treat them as ordinary fractions?

$f$ depends on $y$ and $y$ depends on $x$.

This is Lagrangian field theory.