DOLFINx does not have an interface for eigen.
There are several wrappers for eigen for Python: Welcome to SpPy’s documentation! — sppy 0.6.7 documentation
for which you can pass in the csr data
Transform dolfinx assemble matrix to numpy array - #11 by Samuel_Groth