I am reading Number Theory vol. 1 by Henri Cohen (among other things) and I am curious about the Iwasawa logarithm. Let $\mathbb{C}_p$ be the completion of the algebraic closure of $\mathbb{Q}_p$.
Let $\log_p$ denote the function on the unit ball around 1 (in $\mathbb{C}_p$) given by the standard power series. I understand that it is not possible to analytically continue this power series anywhere outside the ball; however, it is possible to uniquely extend $\log_p$ to $\mathbb{C}_p - \{0\}$ by 'filling in' values subject to the constraints $\log_p(xy) = \log_p(x) + \log_p(y)$ and $\log_p(p) = 0$. Similarly $\exp_p$ can be extended to all of $\mathbb{C}_p$ (although not uniquely). This technique does not seem very generalizable to arbitrary power series over $\mathbb{C}_p$.
However, I have read also that Tate developed a theory of Rigid Analytic Spaces, where apparently one can do analytic continuation of power series over non-Archimedean domains. Certainly I may as well ask whether analytic continuation of (some form of) the logarithm or Iwasawa logarithm, or exponential, makes sense through Tate's theory, and whether it agrees with the extension above.
More generally, in the classical case over $\mathbb{C}$ one can use analytic continuation to 'figure out' what kind of singularity occurs on the radius of convergence of a power series; for example, in the case of $\log$, a branch point at 0 prevents the power series converging outside the unit ball around 1. Can similar methods here characterize singularities on the radius of convergence of $\log_p$, if given suitable tools from rigid analytic spaces?
My knowledge of this area is slim at best and most resources on Tate's theory seem beyond my grasp. Thanks for any clarification that can be provided.