-- flinksql_010: 滑动窗口(HOP)店铺统计 -- datagen 生成订单流 @ 5000 rows/sec, HOP 1min slide 5min window -- 1. 订单流 datagen 源表 CREATE TABLE order_source ( order_id BIGINT, shop_id INT, amount DOUBLE, event_time AS LOCALTIMESTAMP, WATERMARK FOR event_time AS event_time - INTERVAL '10' SECOND ) WITH ( 'connector' = 'datagen', 'rows-per-second' = '5000', 'fields.order_id.kind' = 'random', 'fields.order_id.min' = '1', 'fields.order_id.max' = '1000000', 'fields.shop_id.kind' = 'random', 'fields.shop_id.min' = '1', 'fields.shop_id.max' = '100', 'fields.amount.kind' = 'random', 'fields.amount.min' = '0', 'fields.amount.max' = '1000' ); -- 2. Console 输出表 CREATE TABLE console_output ( window_start TIMESTAMP, window_end TIMESTAMP, shop_id INT, total_amount DOUBLE, order_cnt BIGINT, avg_amount DOUBLE ) WITH ( 'connector' = 'print' ); -- 3. HOP 滑动窗口聚合: 按店铺统计订单总额、数量和平均金额 INSERT INTO console_output SELECT HOP_START(event_time, INTERVAL '1' MINUTE, INTERVAL '5' MINUTE) AS window_start, HOP_END(event_time, INTERVAL '1' MINUTE, INTERVAL '5' MINUTE) AS window_end, shop_id, SUM(amount) AS total_amount, COUNT(*) AS order_cnt, AVG(amount) AS avg_amount FROM order_source GROUP BY HOP(event_time, INTERVAL '1' MINUTE, INTERVAL '5' MINUTE), shop_id;