While analyzing an experiment data, I encountered an interesting brain teaser. I wanted to use the bootstrap method and for that needed to sample my data with replacement. After some iterations, I got the perfect way to do it. The trick is using UNNEST with sequence operation to duplicate the data. Below is an example.
In the below example, I assume we have two different treatment groups (A and B), and we need 3 samples of data. In each sample, we need 40% of users i.e. (2 of 5 users from each treatment group).