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Prometheus histogram as stacked chart over time
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上游 issue 正文
This is a request for what I believe is a missing feature. Please correct me if this is somehow possible.
I have a Prometheus database with a histogram, something like this:
==============================
‣series
‣ t=1
‣ t=2
‣ t=3
------------------------------
data{le="+inf"}
10
20
30
------------------------------
data{le="10"}
10
11
15
------------------------------
data{le="0"}
1
5
5
------------------------------
data{le="-10"}
0
2
5
==============================
I want to visualize this in Grafana as a graph over time, showing the changes in the proportions, with the tooltip giving me the bucket values.
As this is a Prometheus histogram, the values are cumulative (greater `le` values include all smaller ones). This means I cannot use the regular Stacked graph mode.
Furthermore, if two series have the same value, the order in which they appear in the Grafana tooltips appears arbitrary. at `t=3` above, both 0 and -10 have the same value and might appear in any order. This means it is not possible to easily find the smallest bucket those 5 are actually in. With only two like this, sure it is simple, but with 20 buckets it gets harder.
To support such a graph, I believe the following new features would be needed:
* "Stacked from cumulative" graph mode
* "Percent from cumulative" would also be nice
* Sorting of series by label value instead of series value
* Ideally, the tooltip could also be configured to give non-cumulative bucket values.
Perhaps related but actually different from https://github.com/grafana/grafana/issues/10009
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