-- mysql_011 database initialization: create tables + load seed data -- Executed via: mysql -u root < init_db.sql -- Fix: MySQL root default auth_socket blocks pymysql TCP connections, -- switch to mysql_native_password so pymysql (Python) can connect. ALTER USER 'root'@'localhost' IDENTIFIED WITH mysql_native_password BY 'root123'; FLUSH PRIVILEGES; CREATE DATABASE IF NOT EXISTS internal_platform_db DEFAULT CHARACTER SET utf8mb4 DEFAULT COLLATE utf8mb4_unicode_ci; USE internal_platform_db; -- Input table: low value task compute statistics day CREATE TABLE IF NOT EXISTS dws_low_value_task_compute_statistics_day_mysql_011 ( dt VARCHAR(8) NOT NULL COMMENT '天级分区', task_id VARCHAR(64) NOT NULL COMMENT '任务id', plan_product_name VARCHAR(256) DEFAULT NULL COMMENT '规划产品名', obs_product_name VARCHAR(256) DEFAULT NULL COMMENT '运营产品名', product_name VARCHAR(256) DEFAULT NULL COMMENT 'OBS产品名', dw_appgroup VARCHAR(256) DEFAULT NULL COMMENT '应用组', actural_task_count INT DEFAULT NULL COMMENT '实际收益-任务数', actural_time_sum_hour DOUBLE DEFAULT NULL COMMENT '实际收益-运行时间(hour)', actural_vcore_sum_vcore_hour DOUBLE DEFAULT NULL COMMENT '实际收益-CPU(vcore*hour)', actural_memory_sum_gb_hour DOUBLE DEFAULT NULL COMMENT '实际收益-内存(gb*hour)', estimated_task_count INT DEFAULT NULL COMMENT '预估收益-任务数', estimated_time_sum_hour DOUBLE DEFAULT NULL COMMENT '预估收益-运行时间(hour)', estimated_vcore_sum_vcore_hour DOUBLE DEFAULT NULL COMMENT '预估收益-CPU(vcore*hour)', estimated_memory_sum_gb_hour DOUBLE DEFAULT NULL COMMENT '预估收益-内存(gb*hour)' ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci; -- Output table: low value task compute appgroup statistics day (candidate) CREATE TABLE IF NOT EXISTS dws_low_value_task_compute_appgroup_stats_day_cand_mysql_011 ( dt VARCHAR(8) NOT NULL COMMENT '天级分区', plan_product_name VARCHAR(256) DEFAULT NULL COMMENT '规划产品名', obs_product_name VARCHAR(256) DEFAULT NULL COMMENT '运营产品名', product_name VARCHAR(256) DEFAULT NULL COMMENT 'OBS产品名', dw_appgroup VARCHAR(256) DEFAULT NULL COMMENT '应用组', actural_task_count INT DEFAULT NULL COMMENT '实际收益-任务数', actural_time_sum_hour DOUBLE DEFAULT NULL COMMENT '实际收益-运行时间(hour)', actural_vcore_sum_vcore_hour DOUBLE DEFAULT NULL COMMENT '实际收益-CPU(vcore*hour)', actural_memory_sum_gb_hour DOUBLE DEFAULT NULL COMMENT '实际收益-内存(gb*hour)', estimated_task_count INT DEFAULT NULL COMMENT '预估收益-任务数', estimated_time_sum_hour DOUBLE DEFAULT NULL COMMENT '预估收益-运行时间(hour)', estimated_vcore_sum_vcore_hour DOUBLE DEFAULT NULL COMMENT '预估收益-CPU(vcore*hour)', estimated_memory_sum_gb_hour DOUBLE DEFAULT NULL COMMENT '预估收益-内存(gb*hour)' ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci; -- Seed data: dt=20260507 in-window rows (kept) + dt=20260506 decoys (filtered by dt rule). -- Coverage design (decoy + positive-example pattern): -- * dt filter decoy: 2 rows at dt=20260506 with value 99/50 -> must be excluded. -- * SUM aggregation: AppGrp1/AppGrp2 have multiple tasks per group -> SUM != MAX/MIN/COUNT. -- * GROUP BY dw_appgroup: PlanA/ObsA/ProdA spans AppGrp1, AppGrp2, NULL -> dropping it merges rows. -- * GROUP BY plan_product_name: PlanE vs PlanF share (ObsE,ProdE,AppGrp5) -> dropping plan merges them. -- * GROUP BY obs_product_name: ObsG vs ObsH share (PlanG,ProdG,AppGrp6) -> dropping obs merges them. -- * GROUP BY product_name: ProdI vs ProdJ share (PlanI,ObsI,AppGrp7) -> dropping product merges them. -- * NULL boundary values in grouping fields (dw_appgroup=NULL, obs_product_name=NULL). INSERT INTO dws_low_value_task_compute_statistics_day_mysql_011 VALUES ('20260507','task_001','PlanA','ObsA','ProdA','AppGrp1',5,10.5,20.0,30.0,3,8.0,15.0,25.0), ('20260507','task_002','PlanA','ObsA','ProdA','AppGrp1',3,6.0,12.0,18.0,2,4.0,9.0,14.0), ('20260507','task_003','PlanB','ObsB','ProdB','AppGrp2',7,14.0,28.0,42.0,5,10.0,20.0,30.0), ('20260507','task_004','PlanB','ObsB','ProdB','AppGrp2',2,4.5,9.0,13.5,1,3.0,6.0,9.0), ('20260507','task_005','PlanC','ObsC','ProdC','AppGrp3',10,20.0,40.0,60.0,8,16.0,32.0,48.0), ('20260507','task_007','PlanA','ObsA','ProdA','AppGrp2',4,8.0,16.0,24.0,3,6.0,12.0,18.0), ('20260507','task_008','PlanA','ObsA','ProdA',NULL,6,12.0,24.0,36.0,4,8.0,16.0,24.0), ('20260507','task_009','PlanD',NULL,'ProdD','AppGrp4',3,6.0,12.0,18.0,2,4.0,8.0,12.0), -- 正例: PlanE vs PlanF differ only in plan_product_name (share ObsE/ProdE/AppGrp5) ('20260507','task_101','PlanE','ObsE','ProdE','AppGrp5',2,4.0,8.0,12.0,1,2.0,4.0,6.0), ('20260507','task_102','PlanF','ObsE','ProdE','AppGrp5',3,6.0,12.0,18.0,2,4.0,8.0,12.0), -- 正例: ObsG vs ObsH differ only in obs_product_name (share PlanG/ProdG/AppGrp6) ('20260507','task_103','PlanG','ObsG','ProdG','AppGrp6',4,8.0,16.0,24.0,3,6.0,12.0,18.0), ('20260507','task_104','PlanG','ObsH','ProdG','AppGrp6',5,10.0,20.0,30.0,4,8.0,16.0,24.0), -- 正例: ProdI vs ProdJ differ only in product_name (share PlanI/ObsI/AppGrp7) ('20260507','task_105','PlanI','ObsI','ProdI','AppGrp7',6,12.0,24.0,36.0,5,10.0,20.0,30.0), ('20260507','task_106','PlanI','ObsI','ProdJ','AppGrp7',7,14.0,28.0,42.0,6,12.0,24.0,36.0), ('20260506','task_006','PlanA','ObsA','ProdA','AppGrp1',99,99.0,99.0,99.0,99,99.0,99.0,99.0), ('20260506','task_010','PlanA','ObsA','ProdA',NULL,50,50.0,50.0,50.0,50,50.0,50.0,50.0);