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[Prometheus] Align on the algorithm used to transform Prometheus hist…
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…ograms into Elasticsearch histograms (elastic#36647)

* Align on the algorithm used to transform Prometheus histograms into Elasticsearch histograms: Use the preceding bucket's value for +Inf 'le', for the first bucket only: if it has a negative 'le', use the value as-is; add test for the negative buckets; extend explanation on the counts calculation

Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co>

* fix prometheus remote_write tests; regenerate istio expected documents; revert unrelated changes

Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co>

* add link to the design/motivation of the histogram transformation logic

Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co>

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Signed-off-by: Tetiana Kravchenko <tetiana.kravchenko@elastic.co>
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tetianakravchenko authored and bhapas committed Oct 12, 2023
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Expand Up @@ -252,6 +252,7 @@ is collected by it.
- Add GCP CloudSQL metadata {pull}33066[33066]
- Add GCP Carbon Footprint metricbeat data {pull}34820[34820]
- Add event loop utilization metric to Kibana module {pull}35020[35020]
- Align on the algorithm used to transform Prometheus histograms into Elasticsearch histograms {pull}36647[36647]


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