feat(flexible aggregation) - Support flexible aggregation on billable metric #2704
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This was referenced Oct 24, 2024
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Context
Billable metrics only allow you to aggregate on 1 property field. Several customers like to have some sort of computation done, so they can be flexible on how they send the event data to Lago.
Here is an example: a customer wants to send
started_at,ended_at&replicasas the properties and calculate the value as(ended_at - started_at) * replicas / 3600.To facilitate this, this PR introduces a new pre-ingestion step. This step runs in between receiving the event and persisting it to the db (both Clickhouse & Postgres event stores are supported).
This ingestion step relies on allowing customers to define an ‘Expression’ that will be evaluated for every event.
The expression parsing and evaluation relies on the new https://github.com/getlago/lago-expression library