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Add exponential Histogram #2930

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@ocelotl ocelotl commented Sep 12, 2022

Fixes #2421

@ocelotl ocelotl self-assigned this Sep 12, 2022
@ocelotl ocelotl force-pushed the issue_2421 branch 28 times, most recently from d7b3317 to 57d8834 Compare September 19, 2022 11:29
@ocelotl ocelotl marked this pull request as ready for review September 19, 2022 14:21
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This may be too large to ask reviewers to review all at once. We are facing similar questions in the OTel-Go group, where I've proposed the corresponding be split into parts:

  1. The mapping functions
  2. The basic data structure
  3. The integration into the SDK

See the latest effort to merge just the mapping functions, which has links to the other draft parts: open-telemetry/opentelemetry-go#3243


index = self._mapping.map_to_index(value)

low, high, success = self._increment_index_by(buckets, index, incr)
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Suggest keeping the order of low, high the same as below, where it's high, low.

return number


def _with(h_low, h_high, o_low, o_high):
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suggest a longer name like combineHighAndLow()

ocelotl and others added 3 commits September 29, 2022 21:14
…nential/aggregation.py

Co-authored-by: Joshua MacDonald <jmacd@users.noreply.github.com>
…nential/buckets.py

Co-authored-by: Joshua MacDonald <jmacd@users.noreply.github.com>
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ocelotl commented Oct 3, 2022

Closing this PR to split it in smaller PRs.

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Add ExponentialHistogram data point to metrics SDK
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