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(WIP) Add binby to compute_statistics
Changes the API of compute_statistic to the one described in #1885, and uses the new compute_statistic to implement compute_histogram. There are some features missing (e.g. chunking and random subsets) and performance has not been tested yet.
@jsub1 - feel free to ping me once this is ready for review!