Find quaternion rotation

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Given units quaternions $p$ and $q$, how do you find the quaternion $r$ such as:

$$ rpr^{-1} = q $$

In other terms, how to find the rotation transforming $p$ to $q$?

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The rotation applies on vectors of $\mathbb{R}^3$, not on quaternions.