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Add the Exponential Histogram Aggregator. (#4245)
* Adds Exponential Histograms aggregator * Added aggregation to the pipeline. Adjust to new bucket * Add no allocation if cap is available. * Expand tests * Fix lint * Fix 64 bit math on 386 platform. * Fix tests to work in go 1.19. Fix spelling error * fix codespell * Add example * Update sdk/metric/aggregation/aggregation.go Co-authored-by: Robert Pająk <pellared@hotmail.com> * Update sdk/metric/aggregation/aggregation.go * Update sdk/metric/aggregation/aggregation.go * Changelog * Fix move * Address feedback from the PR. * Update expo histo to new aggregator format. * Fix lint * Remove Zero Threshold from config of expo histograms * Remove DefaultExponentialHistogram() * Refactor GetBin, and address PR Feedback * Address PR feedback * Fix comment in wrong location * Fix misapplied PR feedback * Fix codespell --------- Co-authored-by: Robert Pająk <pellared@hotmail.com> Co-authored-by: Chester Cheung <cheung.zhy.csu@gmail.com>
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