CREATE TEMPORARY TABLE sessions (date DateTime, visitorId String, sessionId String); CREATE TEMPORARY TABLE orders (date DateTime, visitorId String, orderId String); INSERT INTO sessions VALUES ('2018-01-01 00:00:00', 'v1', 's1'), ('2018-01-02 00:00:00', 'v1', 's2'), ('2018-01-03 00:00:00', 'v2', 's3'), ('2018-01-04 00:00:00', 'v1', 's4'), ('2018-01-05 00:00:00', 'v2', 's5'), ('2018-01-06 00:00:00', 'v3', 's6'); INSERT INTO orders VALUES ('2018-01-03 00:00:00', 'v1', 'o1'), ('2018-01-05 00:00:00', 'v1', 'o2'), ('2018-01-06 00:00:00', 'v2', 'o3'); SELECT visitorId, orderId, groupUniqArray(sessionId) FROM sessions ASOF INNER JOIN orders ON (sessions.visitorId = orders.visitorId) AND (sessions.date <= orders.date) GROUP BY visitorId, orderId ORDER BY visitorId ASC, orderId ASC;