  Modulator testing involved complex biasing conditions, hardware connections
and data analysis. Also, any optical signal distortion due to the grating
coupler effect could potentially induce additional difficulty in setting the
correct bias condition for an accurate measurement of the modulator
performance. In this paper, we proposed to use SciPy, an open-source scientific
computing library, for automation in the silicon modulator test with bias
setting and data analysis.
