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Chunked array statistical compression #13

@gatesn

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@gatesn

As a chunked array loops over its chunks, the compressor could pick the most recently used compression scheme provided the resulting compression ratio remains within some bound.

This would short-cut sampling, but hopefully in a way that allows the compressor to bail out and re-sample if the patterns in the data change. Could also periodically re-sample in the background.

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