The seventeen.4s spent inside basevalidators.py is especially fascinating. As is highlighted in a pair GitHub concerns (Effectiveness Regression and validate=Untrue), the Plotly.py library spends time validating the determine data beneath the hood. Normally we don’t notice time spent doing this, but it gets consequential when we move big datasets