Macros
In Metric and Assignment sources, you can use Statsig Macros to directly inject a DATE() type which will be relative to the experiment period being loaded.
{statsig_start_date}
{statsig_end_date}
For example, in an incremental reload from 2023-09-01
to 2023-09-03
, this query:
SELECT
user_id,
event,
ts,
dt
FROM log_table
WHERE dt BETWEEN `{statsig_start_date}` AND `{statsig_end_date}`
resolves to
SELECT
user_id,
event,
ts,
dt
FROM log_table
WHERE dt BETWEEN DATE('2023-09-01') AND DATE('2023-09-03)
This is a powerful tool since you can inject filters into queries with joins or CTEs and be confident that the initial scan will be pruned.