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Split testing (A/B testing) support #481

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lorenyu opened this issue Nov 28, 2023 · 1 comment
Open

Split testing (A/B testing) support #481

lorenyu opened this issue Nov 28, 2023 · 1 comment
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scope: service Service layer / component

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@lorenyu
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lorenyu commented Nov 28, 2023

This ticket builds on #480 to add support for throttled rollouts and split tests.

(this ticket still needs to be refined)

Design notes

Feature flags are binary, but split tests need more complex configuration. Something like:

split_tests = [
  {
    name = "simple_ab_test"
    variations: [
      {
        name = "b"
        percentage = 0.5
      }
    ]
  },
  {
    name = "test_with_three_variations"
    variations = [
      {
        name = "b"
        percentage = 0.33
      },
      {
        name = "c"
        percentage = 0.33
      }
    ]
    variation_percentages = [0.33, 0.33]
  }
}
@lorenyu lorenyu changed the title Split testing support Split testing (A/B testing) support Nov 28, 2023
@lorenyu lorenyu added the scope: service Service layer / component label Nov 28, 2023
@lorenyu
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lorenyu commented Nov 28, 2023

quick thought: might deprioritize "split testing" and move it into it's own milestone in favor of focusing this milestone on feature flags and gradual rollouts. A/B testing has a lot more to it, sampling, user segmentation, metrics, that add significant scope.

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Labels
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