Class defining global state for Tree sum queries.

tree_state Current state of noise tree keeping track of current leaf and each level state.
clip_value The clipping value to be passed to clip_fn.
previous_tree_noise Cumulative noise by tree aggregation from the previous time the query is called on a sample.