I think (I'm not sure, this is just a guess) the current dashboard is so "slow" sometimes because we're using a big callback for all the figures, so even if we change a parameter that only changes one plot, all plots/figures are being updated. I think the solution is to implement different callbacks depending on which parameters affect different figures. If this is right, changing this should be pretty easy. As I understood it, dash only calls/uses the one Callback function where the Input parameter has been changed by the user (e.g the user selects dim=1 for PCA in the correspondent button)
kenuxi
commented
4 years ago
Hey Hey
I think (I'm not sure, this is just a guess) the current dashboard is so "slow" sometimes because we're using a big callback for all the figures, so even if we change a parameter that only changes one plot, all plots/figures are being updated. I think the solution is to implement different callbacks depending on which parameters affect different figures. If this is right, changing this should be pretty easy. As I understood it, dash only calls/uses the one Callback function where the Input parameter has been changed by the user (e.g the user selects dim=1 for PCA in the correspondent button)
Let me know if this is a right guess