Number of times to uniformly draw batches of size b from N samples such that a subset of k predefined samples from N are observed at least once

Question

I have a dataset D with a subset of chosen k samples in D where N = |D|. I want to know how many times I have to draw batch of size b (where |b| << |D|) uniformly at r