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Data warehouse support for experiments MVP #26332

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danielbachhuber opened this issue Nov 21, 2024 · 1 comment
Open

Data warehouse support for experiments MVP #26332

danielbachhuber opened this issue Nov 21, 2024 · 1 comment
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feature/experimentation Feature Tag: Experimentation

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@danielbachhuber
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Done is:

  • Customer should be able to pick a data warehouse table when selecting a goal for an experiment.
  • The data warehouse table should be lazily-joined with the events table.
    • TBD whether the customer needs to do this on their own, or whether we should do it for them
    • Probably should validate that the events table is actually lazily-joined.
  • We've verified that the expected results are calculated for 'Total count', 'Property value (sum)', and other data warehouse metric aggregations. Any that don't work are hidden.
  • Experiments work as expected for Trends queries.
  • TBD support for funnels but potentially hide.
  • It should be possible to replicate experiment results in an insight. Experiments should link to their corresponding insights.
  • Documentation is written/updated.
@danielbachhuber
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danielbachhuber commented Nov 26, 2024

Next up:

  • Update data warehouse lazy joins to support experiment ASOF LEFT JOIN
  • Verify expected results are calculated for 'Property value', etc.
  • Explore support for funnels (potentially hide)
  • Draft documentation

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Labels
feature/experimentation Feature Tag: Experimentation
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