-- flinksql_013: 累积窗口日活统计 (Cumulate UV) -- CUMULATE(1min step, 1day max) + COUNT DISTINCT + COUNT -- 1. 用户登录 datagen 源表 CREATE TABLE user_source ( user_id INT, device_id INT, event_time AS LOCALTIMESTAMP, WATERMARK FOR event_time AS event_time - INTERVAL '5' SECOND ) WITH ( 'connector' = 'datagen', 'rows-per-second' = '3000', 'fields.user_id.kind' = 'random', 'fields.user_id.min' = '1', 'fields.user_id.max' = '100000', 'fields.device_id.kind' = 'random', 'fields.device_id.min' = '1', 'fields.device_id.max' = '5' ); -- 2. Console 输出表 CREATE TABLE console_output ( window_start TIMESTAMP(3), window_end TIMESTAMP(3), uv BIGINT, login_cnt BIGINT ) WITH ( 'connector' = 'print' ); -- 3. CUMULATE TVF 窗口聚合 INSERT INTO console_output SELECT window_start, window_end, COUNT(DISTINCT user_id) AS uv, COUNT(*) AS login_cnt FROM TABLE( CUMULATE( TABLE user_source, DESCRIPTOR(event_time), INTERVAL '1' MINUTE, INTERVAL '1' DAY ) ) GROUP BY window_start, window_end;