Implement top-k, top-p, and temperature sampling over a logits vector.

Scale logits by temperature, mask outside top-k or the cumulative top-p set, subtract the maximum for stability, softmax, and sample. Handle zero temperature deterministically and renormalize after filtering.

Test empty input, one-element input, duplicates, boundary indices, invalid states, and the largest allowed size; state time and space complexity.