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Allow users to create native histograms #1104

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Initial support for allowing users to create native histograms. The initial implementation directly exposes the initial schema version rather than a factor, and we can provide guidance for choosing a good initial schema. If too many buckets will be created then resolution can be reduced, but in the current implementation the other reduction techniques (increasing zero bucket width, resets, etc...) are not yet implemented.

Depends on #1087 for the actual exposition
Part of #918

Initial support for allowing users to create native histograms. The
initial implementation directly exposes the initial schema version
rather than a factor, and we can provide guidance for choosing a good
initial schema. If too many buckets will be created then resolution can
be reduced, but in the current implementation the other reduction
techniques (increasing zero bucket width, resets, etc...) are not yet
implemented.

Signed-off-by: Chris Marchbanks <[email protected]>
@csmarchbanks csmarchbanks force-pushed the build-native-histograms branch from d9708f3 to 7f01fd3 Compare April 24, 2025 14:59
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