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Backport of #51887 to 7.x branch, in preparation for VS refactor

I need to do another pass over this tomorrow to make sure everything is ok to merge. It passed tests locally, and there were only minor conflicts, but this does touch serialization. And an exception changed from 5xx (IllegalStateException) to 4xx (IllegalArgumentException) if I remember correctly.

But I need fresher eyes, so tomorrow :)

…c#51887)

- Consolidates HDR/TDigest factories into a single factory
- Consolidates most HDR/TDigest builder into an abstract builder
- Deprecates method(), compression(), numSigFig() in favor of a new
unified PercentileConfig object
- Disallows setting algo options that don't apply to current algo

The unified config method carries both the method and algo-specific
setting. This provides a mechanism to reject settings that apply
to the wrong algorithm.  For BWC the old methods are retained
but marked as deprecated, and can be removed in future versions.

Co-authored-by: Mark Tozzi <[email protected]>
@elasticmachine
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Pinging @elastic/es-analytics-geo (:Analytics/Aggregations)

@polyfractal polyfractal merged commit 20d6772 into elastic:7.x Apr 2, 2020
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