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The 17.4s expended inside basevalidators.py is especially appealing. As is highlighted in a pair GitHub concerns (General performance Regression and validate=False), the Plotly.py library spends time validating the figure details underneath the hood. Typically we don’t see some time put in doing this, nevertheless it will become consequential whe