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Advice: Is there a way of sampling a % of spans #36876

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amccague opened this issue Dec 17, 2024 · 4 comments
Open

Advice: Is there a way of sampling a % of spans #36876

amccague opened this issue Dec 17, 2024 · 4 comments
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needs triage New item requiring triage pkg/ottl

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@amccague
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pkg/ottl

Describe the issue you're reporting

I have some noisy spans that I want to filter. But equally I want to know if they're still being produced and from where.

Ideally I'd implement a filter with a percentage, so 1% of the spans still get through. Though I can't see a rand function or something like modulo, though I could possibly craft it using divide. In the absence of rand I could try to use something like the last digit component as my random source.

This doesn't seem like a novel idea though so potentially it's a solved problem and my searching skills aren't up to scatch.

These are leaf spans so it wouldn't impact any children.
I don't think this is worthy use of the tail sampling filter either.

@amccague amccague added the needs triage New item requiring triage label Dec 17, 2024
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@mkromkamp
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mkromkamp commented Dec 19, 2024

Bot the tailsampling and the probabilistic sampling processor support this scenario I think.

There is a short explanation when to choose which over here. Based on the ottl label I suspect the tail sampler might be the better fit 🙂

Hope that helps.

@amccague
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Hi @mkromkamp - I have reviewed those two processors and to be honest I can't quite determine from the configuration examples in the readme how to achieve this. They appear to sample traces first and foremost.

I can't see the specific configurations to target a span by say attribute value or name. Could you be more specific about the configuration or samplers you had in mind?

Thanks

@mkromkamp
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mkromkamp commented Dec 22, 2024

Hi @mkromkamp - I have reviewed those two processors and to be honest I can't quite determine from the configuration examples in the readme how to achieve this. They appear to sample traces first and foremost.

I can't see the specific configurations to target a span by say attribute value or name. Could you be more specific about the configuration or samplers you had in mind?

Thanks

Yeah sure. I might need a concrete example. But # Rule 2: low sampling for readiness/liveness probes sounds roughly like what you are potentially looking for.

It keeps 10% (0.1) percent of traces for the /live and /ready endpoints for services with the name service-1, service-2, and service-3

Reformatted snippet to avoid having to search

name: team_a-probe
type: and
and:
  and_sub_policy:
    - name: service-name-policy
      type: string_attribute
      string_attribute:
        key: service.name
        values:
          - service-1
          - service-2
          - service-3
    - name: route-live-ready-policy
      type: string_attribute
      string_attribute:
        key: http.route
        values:
          - /live
          - /ready
        enabled_regex_matching: true
    - name: probabilistic-policy
      type: probabilistic
      probabilistic:
        sampling_percentage: 0.1

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