[exporter/prometheusexporter] Support for delta metrics from multiple sources

[douglasbgray]

Is your feature request related to a problem? Please describe.

I would like to support exporting metrics sent by mobile devices. I am unable to use cumulative metrics because there are millions of devices sending metrics, and each metric would need to be labelled by device ID to avoid contention. This is not scalable. I need to use delta metrics.

This PR mostly has the feature I need, but it only supports metrics from a single source (in their use case, it was for a statsd server submitting the delta metrics) .

https://github.com/open-telemetry/opentelemetry-collector-contrib/pull/9919

Describe the solution you'd like

I am proposing the addition of a boolean flag to the config. The flag is "accept_deltas_from_multiple_sources" and would default to false, to maintain current behavior. I am open to a shorter name, if you can think of one.

Then in accumulator.go, this section would only do the timestamp comparison when the flag is false. Likewise, the line that sets the timestamp would only happen when the flag is false.

// Delta-to-Cumulative
if doubleSum.AggregationTemporality() == pmetric.MetricAggregationTemporalityDelta && ip.StartTimestamp() == mv.value.Sum().DataPoints().At(0).StartTimestamp() {
    ip.SetStartTimestamp(mv.value.Sum().DataPoints().At(0).StartTimestamp())

Describe alternatives you've considered

Alternatives:

1. Label each metric, this is not scalable.
2. Fudge the value of setStartTimestamp in the metrics payload so that all devices use the same pre-determined fixed value. This seems like a hack to get around the logic and misuse of the start timestamp value, which may cause other issues downstream.
3. Copy the contents of the exporter into my custom collector and add my changes on top. This will make getting updates difficult.
4. Clone the contrib project and add my changes on top. Maintenance will be less of an issue, just a series of periodic rebases, but I may have conflicts to resolve. Still less than ideal.

Additional context

If this proposal is accepted, I can issue a PR with the change. Or if it is preferred for a code owner to make the change, that would also work for me.

[gouthamve]

Hi, this looks like a violation of the "Single Writer" principle: https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/data-model.md#single-writer

Having said that, I do see the validity of the use-case, and I am not sure how to deal with it.

[douglasbgray]

Yes, it would be a violation of the single writer principle. What I have done in the past is

1. Custom REST servlet and payload ->
2. Kafka ->
3. Flink (performs aggregation) ->
4. Metrics storage.

I was trying to see if I could use OTEL to eliminate most of that infrastructure.

Besides the single writer violation, my other concern would be the scalability of the accumulator in the Prometheus exporter. If I were to implement this, I could have potentially thousands of calls per second trying to add to the same total. Normally, I would use an Atomic Counter to do this, but that may not be possible here, given the current data structure.

[github-actions[bot]]

Pinging code owners: @Aneurysm9. See Adding Labels via Comments if you do not have permissions to add labels yourself.

[github-actions[bot]]

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Pinging code owners:

• exporter/prometheus: @Aneurysm9

See Adding Labels via Comments if you do not have permissions to add labels yourself.

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This issue has been closed as inactive because it has been stale for 120 days with no activity.