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ESQL: have BUCKET produce empty buckets #111483

@bpintea

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@bpintea

Description

BUCKET currently produces buckets only for those ranges in which there are documents.
It can be useful to produce empty buckets (and then an appropriate agg value, like 0 or null etc.) for those ranges that fall within the provided interval, but for which there's no data.
This would be similar to the behaviour that extended_bounds produces to the histograms in _search.

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