Only know input and input data, how to do sensitivity analysis?

Dear @FANFAN

As mentioned above, you should use your data to first build a model like polynomial expansion or Kriging.
Such a MODEL object is in fact a function in UQLab, that you can evaluate on new inputs, but also use for your subsequent sensitivity analysis.
Best regards
Bruno