For PromQL queries, sum_over_time(data[1m]), it is implicit that this is over the time range [NOW()-1m, NOW()].
For SQL queries, if we are changing the queries to be based on absolute timestamps (ProjectASAP/asap-internal#301, ProjectASAP/asap-internal#302), the queries in the inference_config will need to be query templates, not fully resolved SQL queries.