2024-01-03 13:52:18.831 INFO KyuubiSessionManager-exec-pool: Thread-2159 org.apache.kyuubi.operation.ExecuteStatement: Processing devops's query[6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: PENDING_STATE -> RUNNING_STATE, statement:
SELECT `DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb`, `METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv`, `DIMENSION_metric_time_qrAsAOHRgWWVYVHU`, `METRIC_order_count_7d_VKquOnyHoydBGWzV`, `METRIC_order_count_BcSYavOAjIhoKqKI`, `DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw`
FROM (SELECT `t39`.`f5` `DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb`, `t39`.`f0` `METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv`, `t39`.`f7` `DIMENSION_metric_time_qrAsAOHRgWWVYVHU`, `t52`.`f0` `METRIC_order_count_7d_VKquOnyHoydBGWzV`, `t39`.`f30` `METRIC_order_count_BcSYavOAjIhoKqKI`, `t39`.`f9` `DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw`, FALSE `EXPR_6`, `t39`.`f8`
FROM (SELECT `t38`.`f0`, `t11`.`f30`, `t11`.`f4` `f5`, TRUE `f6`, `t11`.`f6` `f7`, TRUE `f8`, `t11`.`f8` `f9`, TRUE `f10`
FROM (SELECT COUNT(*) `f30`, COALESCE(`t6`.`brand_name`, '') `f4`, TRUE `f5`, COALESCE(`t6`.`day_col`, DATE '1969-01-01') `f6`, TRUE `f7`, COALESCE(`t8`.`city`, '') `f8`, TRUE `f9`
FROM (SELECT `t5`.`brand_name`, `t3`.`day_col`, `t3`.`buyer_id` `f3`, TRUE `f4`
FROM (SELECT `t2`.`day_col`, `t0`.`buyer_id`, `t0`.`product_id` `f3`, TRUE `f4`
FROM (SELECT `buyer_id`, `product_id`, DATE_TRUNC('DAY', `order_date`) `f3`, DATE_TRUNC('DAY', `order_date`) IS NOT NULL `f4`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t0`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t0`
LEFT JOIN (SELECT `day_col`, `day_col` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t2` ON `t0`.`f3` = `t2`.`f1` AND `t0`.`f4` = `t2`.`f2`) `t3`
LEFT JOIN (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t5` ON `t3`.`f3` = `t5`.`f1` AND `t3`.`f4` = `t5`.`f2`) `t6`
LEFT JOIN (SELECT try_cast(`city` as string) `city`, `user_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t8` ON `t6`.`f3` = `t8`.`f1` AND `t6`.`f4` = `t8`.`f2`
GROUP BY `t8`.`city`, `t6`.`brand_name`, `t6`.`day_col`) `t11`
LEFT JOIN (SELECT CAST(COALESCE(AVG(`t33`.`f30`), 0) AS BIGINT) `f0`, `t35`.`brand_name` `f1`, TRUE `f2`, `t33`.`day_col0` `f3`, TRUE `f4`, `t33`.`city0` `f5`, TRUE `f6`
FROM (SELECT `t30`.`f30`, `t30`.`brand_name`, `t30`.`day_col0`, `t32`.`city` `city0`
FROM (SELECT `t24`.`f30`, `t24`.`brand_name`, `t24`.`city`, `t29`.`day_col0`
FROM (SELECT COUNT(*) `f30`, COALESCE(`t19`.`brand_name`, '') `brand_name`, COALESCE(`t21`.`city`, '') `city`, COALESCE(`t19`.`day_col`, DATE '1969-01-01') `day_col`
FROM (SELECT `t16`.`day_col`, `t18`.`brand_name`, `t16`.`buyer_id` `f3`, TRUE `f4`
FROM (SELECT `t15`.`day_col`, `t13`.`buyer_id`, `t13`.`product_id` `f3`, TRUE `f4`
FROM (SELECT `buyer_id`, `product_id`, DATE_TRUNC('DAY', `order_date`) `f3`, DATE_TRUNC('DAY', `order_date`) IS NOT NULL `f4`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t13`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t13`
LEFT JOIN (SELECT `day_col`, `day_col` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t15` ON `t13`.`f3` = `t15`.`f1` AND `t13`.`f4` = `t15`.`f2`) `t16`
LEFT JOIN (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t18` ON `t16`.`f3` = `t18`.`f1` AND `t16`.`f4` = `t18`.`f2`) `t19`
LEFT JOIN (SELECT try_cast(`city` as string) `city`, `user_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t21` ON `t19`.`f3` = `t21`.`f1` AND `t19`.`f4` = `t21`.`f2`
GROUP BY `t19`.`day_col`, `t21`.`city`, `t19`.`brand_name`) `t24`
INNER JOIN (SELECT `t28`.`day_col` `day_col0`, `t26`.`day_col`
FROM (SELECT `day_col`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t26`
GROUP BY `day_col`) `t26`
INNER JOIN (SELECT `day_col`, DATE_ADD(`day_col`,-1) `EXPR_0`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t28`
GROUP BY `day_col`) `t28` ON `t26`.`day_col` > `t28`.`EXPR_0` AND `t26`.`day_col` <= `t28`.`day_col`) `t29` ON `t24`.`day_col` = `t29`.`day_col`) `t30`
INNER JOIN (SELECT `city0` `city`, `city0`
FROM (SELECT try_cast(`city` as string) `city0`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t32`
GROUP BY `city0`) `t32` ON `t30`.`city` = `t32`.`city0`) `t33`
INNER JOIN (SELECT `brand_name0` `brand_name`, `brand_name0`
FROM (SELECT try_cast(`brand_name` as string) `brand_name0`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t35`
GROUP BY `brand_name0`) `t35` ON `t33`.`brand_name` = `t35`.`brand_name0`
GROUP BY `t35`.`brand_name`, `t33`.`day_col0`, `t33`.`city0`) `t38` ON `t11`.`f4` = `t38`.`f1` AND (`t11`.`f5` = `t38`.`f2` AND `t11`.`f6` = `t38`.`f3`) AND (`t11`.`f7` = `t38`.`f4` AND (`t11`.`f8` = `t38`.`f5` AND `t11`.`f9` = `t38`.`f6`))) `t39`
LEFT JOIN (SELECT COUNT(*) `f0`, `t49`.`brand_name0` `f1`, TRUE `f2`, `t47`.`day_col0` `f3`, TRUE `f4`, `t47`.`city0` `f5`, TRUE `f6`
FROM (SELECT `t44`.`product_id`, `t44`.`city0`, `t46`.`day_col0`
FROM (SELECT `t41`.`product_id`, `t41`.`f2`, `t43`.`city0`
FROM (SELECT `product_id`, DATE_TRUNC('DAY', `order_date`) `f2`, `buyer_id`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t41`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t41`
INNER JOIN (SELECT `user_id`, `city0`
FROM (SELECT `user_id`, try_cast(`city` as string) `city0`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t43`
GROUP BY `user_id`, `city0`) `t43` ON `t41`.`buyer_id` = `t43`.`user_id`) `t44`
INNER JOIN (SELECT `day_col`, `day_col` `day_col0`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t46`
GROUP BY `day_col`) `t46` ON `t44`.`f2` = `t46`.`day_col`) `t47`
INNER JOIN (SELECT `product_id`, `brand_name` `brand_name0`
FROM (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t49`
GROUP BY `brand_name`, `product_id`) `t49` ON `t47`.`product_id` = `t49`.`product_id`
GROUP BY `t47`.`city0`, `t47`.`day_col0`, `t49`.`brand_name0`) `t52` ON `t39`.`f5` = `t52`.`f1` AND (`t39`.`f6` = `t52`.`f2` AND `t39`.`f7` = `t52`.`f3`) AND (`t39`.`f8` = `t52`.`f4` AND (`t39`.`f9` = `t52`.`f5` AND `t39`.`f10` = `t52`.`f6`))
ORDER BY FALSE DESC, `t39`.`f8` DESC
LIMIT 1001) `t55`
24/01/03 13:52:18 INFO ExecuteStatement: Processing devops's query[6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: PENDING_STATE -> RUNNING_STATE, statement:
SELECT `DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb`, `METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv`, `DIMENSION_metric_time_qrAsAOHRgWWVYVHU`, `METRIC_order_count_7d_VKquOnyHoydBGWzV`, `METRIC_order_count_BcSYavOAjIhoKqKI`, `DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw`
FROM (SELECT `t39`.`f5` `DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb`, `t39`.`f0` `METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv`, `t39`.`f7` `DIMENSION_metric_time_qrAsAOHRgWWVYVHU`, `t52`.`f0` `METRIC_order_count_7d_VKquOnyHoydBGWzV`, `t39`.`f30` `METRIC_order_count_BcSYavOAjIhoKqKI`, `t39`.`f9` `DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw`, FALSE `EXPR_6`, `t39`.`f8`
FROM (SELECT `t38`.`f0`, `t11`.`f30`, `t11`.`f4` `f5`, TRUE `f6`, `t11`.`f6` `f7`, TRUE `f8`, `t11`.`f8` `f9`, TRUE `f10`
FROM (SELECT COUNT(*) `f30`, COALESCE(`t6`.`brand_name`, '') `f4`, TRUE `f5`, COALESCE(`t6`.`day_col`, DATE '1969-01-01') `f6`, TRUE `f7`, COALESCE(`t8`.`city`, '') `f8`, TRUE `f9`
FROM (SELECT `t5`.`brand_name`, `t3`.`day_col`, `t3`.`buyer_id` `f3`, TRUE `f4`
FROM (SELECT `t2`.`day_col`, `t0`.`buyer_id`, `t0`.`product_id` `f3`, TRUE `f4`
FROM (SELECT `buyer_id`, `product_id`, DATE_TRUNC('DAY', `order_date`) `f3`, DATE_TRUNC('DAY', `order_date`) IS NOT NULL `f4`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t0`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t0`
LEFT JOIN (SELECT `day_col`, `day_col` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t2` ON `t0`.`f3` = `t2`.`f1` AND `t0`.`f4` = `t2`.`f2`) `t3`
LEFT JOIN (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t5` ON `t3`.`f3` = `t5`.`f1` AND `t3`.`f4` = `t5`.`f2`) `t6`
LEFT JOIN (SELECT try_cast(`city` as string) `city`, `user_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t8` ON `t6`.`f3` = `t8`.`f1` AND `t6`.`f4` = `t8`.`f2`
GROUP BY `t8`.`city`, `t6`.`brand_name`, `t6`.`day_col`) `t11`
LEFT JOIN (SELECT CAST(COALESCE(AVG(`t33`.`f30`), 0) AS BIGINT) `f0`, `t35`.`brand_name` `f1`, TRUE `f2`, `t33`.`day_col0` `f3`, TRUE `f4`, `t33`.`city0` `f5`, TRUE `f6`
FROM (SELECT `t30`.`f30`, `t30`.`brand_name`, `t30`.`day_col0`, `t32`.`city` `city0`
FROM (SELECT `t24`.`f30`, `t24`.`brand_name`, `t24`.`city`, `t29`.`day_col0`
FROM (SELECT COUNT(*) `f30`, COALESCE(`t19`.`brand_name`, '') `brand_name`, COALESCE(`t21`.`city`, '') `city`, COALESCE(`t19`.`day_col`, DATE '1969-01-01') `day_col`
FROM (SELECT `t16`.`day_col`, `t18`.`brand_name`, `t16`.`buyer_id` `f3`, TRUE `f4`
FROM (SELECT `t15`.`day_col`, `t13`.`buyer_id`, `t13`.`product_id` `f3`, TRUE `f4`
FROM (SELECT `buyer_id`, `product_id`, DATE_TRUNC('DAY', `order_date`) `f3`, DATE_TRUNC('DAY', `order_date`) IS NOT NULL `f4`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t13`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t13`
LEFT JOIN (SELECT `day_col`, `day_col` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t15` ON `t13`.`f3` = `t15`.`f1` AND `t13`.`f4` = `t15`.`f2`) `t16`
LEFT JOIN (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t18` ON `t16`.`f3` = `t18`.`f1` AND `t16`.`f4` = `t18`.`f2`) `t19`
LEFT JOIN (SELECT try_cast(`city` as string) `city`, `user_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t21` ON `t19`.`f3` = `t21`.`f1` AND `t19`.`f4` = `t21`.`f2`
GROUP BY `t19`.`day_col`, `t21`.`city`, `t19`.`brand_name`) `t24`
INNER JOIN (SELECT `t28`.`day_col` `day_col0`, `t26`.`day_col`
FROM (SELECT `day_col`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t26`
GROUP BY `day_col`) `t26`
INNER JOIN (SELECT `day_col`, DATE_ADD(`day_col`,-1) `EXPR_0`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t28`
GROUP BY `day_col`) `t28` ON `t26`.`day_col` > `t28`.`EXPR_0` AND `t26`.`day_col` <= `t28`.`day_col`) `t29` ON `t24`.`day_col` = `t29`.`day_col`) `t30`
INNER JOIN (SELECT `city0` `city`, `city0`
FROM (SELECT try_cast(`city` as string) `city0`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t32`
GROUP BY `city0`) `t32` ON `t30`.`city` = `t32`.`city0`) `t33`
INNER JOIN (SELECT `brand_name0` `brand_name`, `brand_name0`
FROM (SELECT try_cast(`brand_name` as string) `brand_name0`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t35`
GROUP BY `brand_name0`) `t35` ON `t33`.`brand_name` = `t35`.`brand_name0`
GROUP BY `t35`.`brand_name`, `t33`.`day_col0`, `t33`.`city0`) `t38` ON `t11`.`f4` = `t38`.`f1` AND (`t11`.`f5` = `t38`.`f2` AND `t11`.`f6` = `t38`.`f3`) AND (`t11`.`f7` = `t38`.`f4` AND (`t11`.`f8` = `t38`.`f5` AND `t11`.`f9` = `t38`.`f6`))) `t39`
LEFT JOIN (SELECT COUNT(*) `f0`, `t49`.`brand_name0` `f1`, TRUE `f2`, `t47`.`day_col0` `f3`, TRUE `f4`, `t47`.`city0` `f5`, TRUE `f6`
FROM (SELECT `t44`.`product_id`, `t44`.`city0`, `t46`.`day_col0`
FROM (SELECT `t41`.`product_id`, `t41`.`f2`, `t43`.`city0`
FROM (SELECT `product_id`, DATE_TRUNC('DAY', `order_date`) `f2`, `buyer_id`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t41`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t41`
INNER JOIN (SELECT `user_id`, `city0`
FROM (SELECT `user_id`, try_cast(`city` as string) `city0`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t43`
GROUP BY `user_id`, `city0`) `t43` ON `t41`.`buyer_id` = `t43`.`user_id`) `t44`
INNER JOIN (SELECT `day_col`, `day_col` `day_col0`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t46`
GROUP BY `day_col`) `t46` ON `t44`.`f2` = `t46`.`day_col`) `t47`
INNER JOIN (SELECT `product_id`, `brand_name` `brand_name0`
FROM (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t49`
GROUP BY `brand_name`, `product_id`) `t49` ON `t47`.`product_id` = `t49`.`product_id`
GROUP BY `t47`.`city0`, `t47`.`day_col0`, `t49`.`brand_name0`) `t52` ON `t39`.`f5` = `t52`.`f1` AND (`t39`.`f6` = `t52`.`f2` AND `t39`.`f7` = `t52`.`f3`) AND (`t39`.`f8` = `t52`.`f4` AND (`t39`.`f9` = `t52`.`f5` AND `t39`.`f10` = `t52`.`f6`))
ORDER BY FALSE DESC, `t39`.`f8` DESC
LIMIT 1001) `t55`
24/01/03 13:52:18 INFO ExecuteStatement: 
           Spark application name: kyuubi_USER_SPARK_SQL_devops_default_ba2fd64a-4239-4497-bd77-e87ad11fb7b2
                 application ID: application_1703339837335_12200
                 application web UI: http://bigdata-node-01:8088/proxy/application_1703339837335_12200,http://bigdata-node-02:8088/proxy/application_1703339837335_12200
                 master: yarn
                 deploy mode: cluster
                 version: 3.5.0
           Start time: 2024-01-03T11:05:37.083
           User: devops
24/01/03 13:52:18 INFO SparkSessionAspectj: spark session aspect,input sql :SELECT `DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb`, `METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv`, `DIMENSION_metric_time_qrAsAOHRgWWVYVHU`, `METRIC_order_count_7d_VKquOnyHoydBGWzV`, `METRIC_order_count_BcSYavOAjIhoKqKI`, `DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw`
FROM (SELECT `t39`.`f5` `DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb`, `t39`.`f0` `METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv`, `t39`.`f7` `DIMENSION_metric_time_qrAsAOHRgWWVYVHU`, `t52`.`f0` `METRIC_order_count_7d_VKquOnyHoydBGWzV`, `t39`.`f30` `METRIC_order_count_BcSYavOAjIhoKqKI`, `t39`.`f9` `DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw`, FALSE `EXPR_6`, `t39`.`f8`
FROM (SELECT `t38`.`f0`, `t11`.`f30`, `t11`.`f4` `f5`, TRUE `f6`, `t11`.`f6` `f7`, TRUE `f8`, `t11`.`f8` `f9`, TRUE `f10`
FROM (SELECT COUNT(*) `f30`, COALESCE(`t6`.`brand_name`, '') `f4`, TRUE `f5`, COALESCE(`t6`.`day_col`, DATE '1969-01-01') `f6`, TRUE `f7`, COALESCE(`t8`.`city`, '') `f8`, TRUE `f9`
FROM (SELECT `t5`.`brand_name`, `t3`.`day_col`, `t3`.`buyer_id` `f3`, TRUE `f4`
FROM (SELECT `t2`.`day_col`, `t0`.`buyer_id`, `t0`.`product_id` `f3`, TRUE `f4`
FROM (SELECT `buyer_id`, `product_id`, DATE_TRUNC('DAY', `order_date`) `f3`, DATE_TRUNC('DAY', `order_date`) IS NOT NULL `f4`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t0`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t0`
LEFT JOIN (SELECT `day_col`, `day_col` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t2` ON `t0`.`f3` = `t2`.`f1` AND `t0`.`f4` = `t2`.`f2`) `t3`
LEFT JOIN (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t5` ON `t3`.`f3` = `t5`.`f1` AND `t3`.`f4` = `t5`.`f2`) `t6`
LEFT JOIN (SELECT try_cast(`city` as string) `city`, `user_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t8` ON `t6`.`f3` = `t8`.`f1` AND `t6`.`f4` = `t8`.`f2`
GROUP BY `t8`.`city`, `t6`.`brand_name`, `t6`.`day_col`) `t11`
LEFT JOIN (SELECT CAST(COALESCE(AVG(`t33`.`f30`), 0) AS BIGINT) `f0`, `t35`.`brand_name` `f1`, TRUE `f2`, `t33`.`day_col0` `f3`, TRUE `f4`, `t33`.`city0` `f5`, TRUE `f6`
FROM (SELECT `t30`.`f30`, `t30`.`brand_name`, `t30`.`day_col0`, `t32`.`city` `city0`
FROM (SELECT `t24`.`f30`, `t24`.`brand_name`, `t24`.`city`, `t29`.`day_col0`
FROM (SELECT COUNT(*) `f30`, COALESCE(`t19`.`brand_name`, '') `brand_name`, COALESCE(`t21`.`city`, '') `city`, COALESCE(`t19`.`day_col`, DATE '1969-01-01') `day_col`
FROM (SELECT `t16`.`day_col`, `t18`.`brand_name`, `t16`.`buyer_id` `f3`, TRUE `f4`
FROM (SELECT `t15`.`day_col`, `t13`.`buyer_id`, `t13`.`product_id` `f3`, TRUE `f4`
FROM (SELECT `buyer_id`, `product_id`, DATE_TRUNC('DAY', `order_date`) `f3`, DATE_TRUNC('DAY', `order_date`) IS NOT NULL `f4`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t13`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t13`
LEFT JOIN (SELECT `day_col`, `day_col` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t15` ON `t13`.`f3` = `t15`.`f1` AND `t13`.`f4` = `t15`.`f2`) `t16`
LEFT JOIN (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t18` ON `t16`.`f3` = `t18`.`f1` AND `t16`.`f4` = `t18`.`f2`) `t19`
LEFT JOIN (SELECT try_cast(`city` as string) `city`, `user_id` `f1`, TRUE `f2`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t21` ON `t19`.`f3` = `t21`.`f1` AND `t19`.`f4` = `t21`.`f2`
GROUP BY `t19`.`day_col`, `t21`.`city`, `t19`.`brand_name`) `t24`
INNER JOIN (SELECT `t28`.`day_col` `day_col0`, `t26`.`day_col`
FROM (SELECT `day_col`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t26`
GROUP BY `day_col`) `t26`
INNER JOIN (SELECT `day_col`, DATE_ADD(`day_col`,-1) `EXPR_0`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t28`
GROUP BY `day_col`) `t28` ON `t26`.`day_col` > `t28`.`EXPR_0` AND `t26`.`day_col` <= `t28`.`day_col`) `t29` ON `t24`.`day_col` = `t29`.`day_col`) `t30`
INNER JOIN (SELECT `city0` `city`, `city0`
FROM (SELECT try_cast(`city` as string) `city0`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t32`
GROUP BY `city0`) `t32` ON `t30`.`city` = `t32`.`city0`) `t33`
INNER JOIN (SELECT `brand_name0` `brand_name`, `brand_name0`
FROM (SELECT try_cast(`brand_name` as string) `brand_name0`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t35`
GROUP BY `brand_name0`) `t35` ON `t33`.`brand_name` = `t35`.`brand_name0`
GROUP BY `t35`.`brand_name`, `t33`.`day_col0`, `t33`.`city0`) `t38` ON `t11`.`f4` = `t38`.`f1` AND (`t11`.`f5` = `t38`.`f2` AND `t11`.`f6` = `t38`.`f3`) AND (`t11`.`f7` = `t38`.`f4` AND (`t11`.`f8` = `t38`.`f5` AND `t11`.`f9` = `t38`.`f6`))) `t39`
LEFT JOIN (SELECT COUNT(*) `f0`, `t49`.`brand_name0` `f1`, TRUE `f2`, `t47`.`day_col0` `f3`, TRUE `f4`, `t47`.`city0` `f5`, TRUE `f6`
FROM (SELECT `t44`.`product_id`, `t44`.`city0`, `t46`.`day_col0`
FROM (SELECT `t41`.`product_id`, `t41`.`f2`, `t43`.`city0`
FROM (SELECT `product_id`, DATE_TRUNC('DAY', `order_date`) `f2`, `buyer_id`
FROM (SELECT `order_date`, `buyer_id`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76`) `t41`
WHERE `order_date` > DATE '2023-11-12' AND `order_date` < DATE '2023-12-12') `t41`
INNER JOIN (SELECT `user_id`, `city0`
FROM (SELECT `user_id`, try_cast(`city` as string) `city0`
FROM `default_air_catalog`.`aloudata_project`.`4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca`) `t43`
GROUP BY `user_id`, `city0`) `t43` ON `t41`.`buyer_id` = `t43`.`user_id`) `t44`
INNER JOIN (SELECT `day_col`, `day_col` `day_col0`
FROM (SELECT `day_col`
FROM `default_air_catalog`.`aloudata_project`.`9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466`) `t46`
GROUP BY `day_col`) `t46` ON `t44`.`f2` = `t46`.`day_col`) `t47`
INNER JOIN (SELECT `product_id`, `brand_name` `brand_name0`
FROM (SELECT try_cast(`brand_name` as string) `brand_name`, `product_id`
FROM `default_air_catalog`.`aloudata_project`.`fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c`) `t49`
GROUP BY `brand_name`, `product_id`) `t49` ON `t47`.`product_id` = `t49`.`product_id`
GROUP BY `t47`.`city0`, `t47`.`day_col0`, `t49`.`brand_name0`) `t52` ON `t39`.`f5` = `t52`.`f1` AND (`t39`.`f6` = `t52`.`f2` AND `t39`.`f7` = `t52`.`f3`) AND (`t39`.`f8` = `t52`.`f4` AND (`t39`.`f9` = `t52`.`f5` AND `t39`.`f10` = `t52`.`f6`))
ORDER BY FALSE DESC, `t39`.`f8` DESC
LIMIT 1001) `t55`
24/01/03 13:52:18 INFO SparkSessionAspectj: sql from tardis
24/01/03 13:52:18 INFO BaseMetastoreTableOperations: Refreshing table metadata from new version: hdfs://newns:8020/data/hivev2/aloudata_project.db/74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76/metadata/00000-bfa0e168-e496-4e04-a897-824e190c2742.metadata.json
24/01/03 13:52:18 INFO BaseMetastoreCatalog: Table loaded by catalog: spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
24/01/03 13:52:18 INFO BaseMetastoreTableOperations: Refreshing table metadata from new version: hdfs://newns:8020/data/hivev2/aloudata_project.db/9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466/metadata/00000-423dee83-4cf9-4367-a91b-4850913e2e54.metadata.json
24/01/03 13:52:18 INFO BaseMetastoreCatalog: Table loaded by catalog: spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:18 INFO BaseMetastoreTableOperations: Refreshing table metadata from new version: hdfs://newns:8020/data/hivev2/aloudata_project.db/fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c/metadata/00000-2a73136c-4e9b-4518-907d-54fed04aa14b.metadata.json
24/01/03 13:52:18 INFO BaseMetastoreCatalog: Table loaded by catalog: spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:18 INFO BaseMetastoreTableOperations: Refreshing table metadata from new version: hdfs://newns:8020/data/hivev2/aloudata_project.db/4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca/metadata/00000-6796dc12-ffe9-4132-82f0-0cfd244aeb21.metadata.json
24/01/03 13:52:18 INFO BaseMetastoreCatalog: Table loaded by catalog: spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:18 INFO ExecuteStatement: Execute in full collect mode
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
Pushed Filters: order_date IS NOT NULL, order_date > 19673, order_date < 19703
Post-Scan Filters: isnotnull(order_date#19625),(order_date#19625 > 2023-11-12),(order_date#19625 < 2023-12-12)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
Pushed Filters: day_col IS NOT NULL
Post-Scan Filters: isnotnull(day_col#19632)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
Pushed Filters: product_id IS NOT NULL
Post-Scan Filters: isnotnull(product_id#19637L)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
Pushed Filters: user_id IS NOT NULL
Post-Scan Filters: isnotnull(user_id#19645L)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
Pushed Filters: order_date IS NOT NULL, order_date > 19673, order_date < 19703
Post-Scan Filters: isnotnull(order_date#19652),(order_date#19652 > 2023-11-12),(order_date#19652 < 2023-12-12)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
Pushed Filters: day_col IS NOT NULL
Post-Scan Filters: isnotnull(day_col#19659)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
Pushed Filters: product_id IS NOT NULL
Post-Scan Filters: isnotnull(product_id#19664L)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
Pushed Filters: user_id IS NOT NULL
Post-Scan Filters: isnotnull(user_id#19672L)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
Pushed Filters: day_col IS NOT NULL
Post-Scan Filters: isnotnull(day_col#19677)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
Pushed Filters: day_col IS NOT NULL
Post-Scan Filters: isnotnull(date_add(day_col#19682, -1)),isnotnull(day_col#19682)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
Pushed Filters: city IS NOT NULL
Post-Scan Filters: isnotnull(city#19691)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
Pushed Filters: brand_name IS NOT NULL
Post-Scan Filters: isnotnull(brand_name#19697)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
Pushed Filters: order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL
Post-Scan Filters: isnotnull(order_date#19702),(order_date#19702 > 2023-11-12),(order_date#19702 < 2023-12-12),isnotnull(buyer_id#19704L),isnotnull(product_id#19706L),isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)))
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
Pushed Filters: user_id IS NOT NULL, city IS NOT NULL
Post-Scan Filters: isnotnull(user_id#19709L),isnotnull(city#19713)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
Pushed Filters: day_col IS NOT NULL
Post-Scan Filters: isnotnull(day_col#19714)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Pushing operators to spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
Pushed Filters: product_id IS NOT NULL, brand_name IS NOT NULL
Post-Scan Filters: isnotnull(product_id#19719L),isnotnull(brand_name#19724)
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: order_date#19625, buyer_id#19627L, product_id#19629L
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: day_col#19632
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: product_id#19637L, brand_name#19642
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: user_id#19645L, city#19649
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: order_date#19652, buyer_id#19654L, product_id#19656L
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: day_col#19659
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: product_id#19664L, brand_name#19669
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: user_id#19672L, city#19676
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: day_col#19677
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: day_col#19682
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: city#19691
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: brand_name#19697
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: order_date#19702, buyer_id#19704L, product_id#19706L
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: user_id#19709L, city#19713
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: day_col#19714
         
24/01/03 13:52:19 INFO V2ScanRelationPushDown: 
Output: product_id#19719L, brand_name#19724
         
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 snapshot 2235906810593247321 created at 2023-12-30T06:23:39.438+00:00 with filter ((order_date IS NOT NULL AND order_date > (5-digit-int)) AND order_date < (5-digit-int))
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 snapshot 4782234700438412867 created at 2023-12-30T07:52:15.271+00:00 with filter day_col IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c snapshot 3077742646368354723 created at 2023-12-30T09:05:16.156+00:00 with filter product_id IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 5 partition(s) for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca snapshot 621041898958660988 created at 2023-12-30T07:54:34.714+00:00 with filter user_id IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 snapshot 2235906810593247321 created at 2023-12-30T06:23:39.438+00:00 with filter ((order_date IS NOT NULL AND order_date > (5-digit-int)) AND order_date < (5-digit-int))
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 snapshot 4782234700438412867 created at 2023-12-30T07:52:15.271+00:00 with filter day_col IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c snapshot 3077742646368354723 created at 2023-12-30T09:05:16.156+00:00 with filter product_id IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 5 partition(s) for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca snapshot 621041898958660988 created at 2023-12-30T07:54:34.714+00:00 with filter user_id IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 snapshot 4782234700438412867 created at 2023-12-30T07:52:15.271+00:00 with filter day_col IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 snapshot 4782234700438412867 created at 2023-12-30T07:52:15.271+00:00 with filter day_col IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca snapshot 621041898958660988 created at 2023-12-30T07:54:34.714+00:00 with filter city IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c snapshot 3077742646368354723 created at 2023-12-30T09:05:16.156+00:00 with filter brand_name IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 5 partition(s) for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 snapshot 2235906810593247321 created at 2023-12-30T06:23:39.438+00:00 with filter ((((order_date IS NOT NULL AND order_date > (5-digit-int)) AND order_date < (5-digit-int)) AND buyer_id IS NOT NULL) AND product_id IS NOT NULL)
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca snapshot 621041898958660988 created at 2023-12-30T07:54:34.714+00:00 with filter (user_id IS NOT NULL AND city IS NOT NULL)
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 snapshot 4782234700438412867 created at 2023-12-30T07:52:15.271+00:00 with filter day_col IS NOT NULL
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 1 partition(s) for table spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466
24/01/03 13:52:19 INFO SnapshotScan: Scanning table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c snapshot 3077742646368354723 created at 2023-12-30T09:05:16.156+00:00 with filter (product_id IS NOT NULL AND brand_name IS NOT NULL)
24/01/03 13:52:19 INFO BaseDistributedDataScan: Planning file tasks locally for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO SparkPartitioningAwareScan: Reporting UnknownPartitioning with 5 partition(s) for table spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1183 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1183_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1183 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1184 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1184_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1184 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1185 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1185_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1185 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1186 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1186_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1186 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1187 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1187_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1187 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1188 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1188_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1188 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1189 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1189_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1189 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1190 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1190_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1190 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1191 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1191_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1191 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1192 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1192_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1192 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1193 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1193_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1193 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1194 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1194_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1194 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1195 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1195_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1195 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1196 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1196_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1196 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1197 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1197_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1197 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1198 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1198_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1198 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1199 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1199_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1199 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1200 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1200_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1200 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1201 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1201_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1201 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1202 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1202_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1202 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1203 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1203_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1203 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1204 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1204_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1204 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1205 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1205_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1205 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1206 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1206_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1206 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1207 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1207_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1207 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1208 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1208_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1208 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1209 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1209_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1209 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1210 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1210_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1210 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1211 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1211_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1211 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1212 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1212_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1212 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1213 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1213_piece0 stored as bytes in memory (estimated size 31.9 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1213 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1214 stored as values in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1214_piece0 stored as bytes in memory (estimated size 32.0 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1214 from broadcast at SparkBatch.java:78
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 548 started with 1 stages, 1 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1261.0 started with 1 tasks, 1 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 549 started with 1 stages, 2 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1262.0 started with 1 tasks, 2 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 550 started with 1 stages, 3 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1263.0 started with 5 tasks, 3 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 551 started with 1 stages, 4 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1264.0 started with 1 tasks, 4 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 552 started with 1 stages, 5 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1265.0 started with 1 tasks, 5 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 553 started with 1 stages, 6 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1266.0 started with 1 tasks, 6 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 554 started with 1 stages, 7 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1267.0 started with 1 tasks, 7 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 555 started with 1 stages, 8 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1268.0 started with 5 tasks, 8 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 556 started with 1 stages, 9 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1269.0 started with 1 tasks, 9 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 557 started with 1 stages, 10 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1270.0 started with 1 tasks, 10 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 558 started with 1 stages, 11 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1271.0 started with 5 tasks, 11 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Finished stage: Stage(1262, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 117 msec
24/01/03 13:52:19 INFO StatsReportListener: task runtime:(count: 1, mean: 114.000000, stdev: 0.000000, max: 114.000000, min: 114.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	114.0 ms	114.0 ms	114.0 ms	114.0 ms	114.0 ms	114.0 ms	114.0 ms	114.0 ms	114.0 ms
24/01/03 13:52:19 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 38564.000000, stdev: 0.000000, max: 38564.000000, min: 38564.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	37.7 KiB	37.7 KiB	37.7 KiB	37.7 KiB	37.7 KiB	37.7 KiB	37.7 KiB	37.7 KiB	37.7 KiB
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:19 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:19 INFO StatsReportListener: task result size:(count: 1, mean: 5070.000000, stdev: 0.000000, max: 5070.000000, min: 5070.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	5.0 KiB	5.0 KiB	5.0 KiB	5.0 KiB	5.0 KiB	5.0 KiB	5.0 KiB	5.0 KiB	5.0 KiB
24/01/03 13:52:19 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 71.052632, stdev: 0.000000, max: 71.052632, min: 71.052632)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	71 %	71 %	71 %	71 %	71 %	71 %	71 %	71 %	71 %
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:19 INFO StatsReportListener: other time pct: (count: 1, mean: 28.947368, stdev: 0.000000, max: 28.947368, min: 28.947368)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	29 %	29 %	29 %	29 %	29 %	29 %	29 %	29 %	29 %
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 549 succeeded, 10 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Finished stage: Stage(1265, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 108 msec
24/01/03 13:52:19 INFO StatsReportListener: task runtime:(count: 1, mean: 107.000000, stdev: 0.000000, max: 107.000000, min: 107.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	107.0 ms	107.0 ms	107.0 ms	107.0 ms	107.0 ms	107.0 ms	107.0 ms	107.0 ms	107.0 ms
24/01/03 13:52:19 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 30994.000000, stdev: 0.000000, max: 30994.000000, min: 30994.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:19 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:19 INFO StatsReportListener: task result size:(count: 1, mean: 5471.000000, stdev: 0.000000, max: 5471.000000, min: 5471.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	5.3 KiB	5.3 KiB	5.3 KiB	5.3 KiB	5.3 KiB	5.3 KiB	5.3 KiB	5.3 KiB	5.3 KiB
24/01/03 13:52:19 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 83.177570, stdev: 0.000000, max: 83.177570, min: 83.177570)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	83 %	83 %	83 %	83 %	83 %	83 %	83 %	83 %	83 %
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:19 INFO StatsReportListener: other time pct: (count: 1, mean: 16.822430, stdev: 0.000000, max: 16.822430, min: 16.822430)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	17 %	17 %	17 %	17 %	17 %	17 %	17 %	17 %	17 %
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 552 succeeded, 9 active jobs running
24/01/03 13:52:19 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                               +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
    +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                     +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter
       :- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :- LocalLimit 1001
       :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                        :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
       :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                               :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter
       :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0
!      :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=73374]                                                                                                                                                                                                                                                                                                                                                                                                             :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=74073]
       :        :     +- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              :        :     +- LocalLimit 1001
       :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                                :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
!      :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=73371]                                                                                                                                                                                                                                                                                                                                                                                     :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=74023]
       :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                                 :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
       :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]
       :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
       :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0
!      :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=73352]                                                                                                                                                                                                                                                                                                                                                                                                        :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=74016]
       :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                                              :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
       :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
       :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0
!      :        :                       :           :  +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=73334]                                                                                                                                                                                                                                                                                                                                                                                            :        :                       :           :  +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=74009]
       :        :                       :           :     +- Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :           :     +- Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
!      :        :                       :           :        +- SortMergeJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, f4#19546: boolean                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :           :        +- BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
!      :        :                       :           :           :- Sort [f3#19545 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                       :           :           :- ShuffleQueryStage 0
!      :        :                       :           :           :  +- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                       :           :           :  +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
!      :        :                       :           :           :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                                              :        :                       :           :           :     +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
!      :        :                       :           :           :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                                                :        :                       :           :           :        +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
!      :        :                       :           :           :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                                    :        :                       :           :           :           +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
!      :        :                       :           :           :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                                           :        :                       :           :           +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74004]
!      :        :                       :           :           +- Sort [cast(f1#19547 as timestamp) ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                       :        :                       :           :              +- ShuffleQueryStage 1
!      :        :                       :           :              +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                       :           :                 +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
!      :        :                       :           :                 +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                                           :        :                       :           :                    +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
!      :        :                       :           :                    +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :           :                       +- *(2) Filter isnotnull(day_col#19632)
!      :        :                       :           :                       +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :           :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :        :                       :           :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                             :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0
!      :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :              +- ShuffleQueryStage 2
!      :        :                       :              +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
!      :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
!      :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                                       :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)
!      :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0
!      :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                          +- ShuffleQueryStage 3
!      :        :                          +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
!      :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                                     :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
!      :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                                   +- *(4) Filter isnotnull(user_id#19645L)
!      :        :                                   +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                        :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0
!      :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=74074]
!      :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=73681]                                                                                                                                                                                                                                                                                                                                                                                                             :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])
!      :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])                                                                                                                                                                                                                                                                                                                                                           :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])
!      :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])                                                                                                                                                                                                                                                                                                                 :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]
!      :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]                                                                                                                                                                                                                                                                                                                                                                                                                                    :                       +- SortMergeJoin [brand_name#19581], [brand_name0#19589], Inner
!      :                       +- SortMergeJoin [brand_name#19581], [brand_name0#19589], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :- Sort [brand_name#19581 ASC NULLS FIRST], false, 0
!      :                          :- Sort [brand_name#19581 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :  +- Exchange hashpartitioning(brand_name#19581, 8192), ENSURE_REQUIREMENTS, [plan_id=74064]
!      :                          :  +- Exchange hashpartitioning(brand_name#19581, 8192), ENSURE_REQUIREMENTS, [plan_id=73657]                                                                                                                                                                                                                                                                                                                                                                                                       :                          :     +- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]
!      :                          :     +- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]                                                                                                                                                                                                                                                                                                                                                                                                          :                          :        +- SortMergeJoin [city#19582], [city0#19586], Inner
!      :                          :        +- SortMergeJoin [city#19582], [city0#19586], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :           :- Sort [city#19582 ASC NULLS FIRST], false, 0
!      :                          :           :- Sort [city#19582 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=74057]
!      :                          :           :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=73635]                                                                                                                                                                                                                                                                                                                                                                                                 :                          :           :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]
!      :                          :           :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]                                                                                                                                                                                                                                                                                                                                                                                                             :                          :           :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner
!      :                          :           :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner                                                                                                                                                                                                                                                                                                                                                                                                                       :                          :           :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0
!      :                          :           :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=74049]
!      :                          :           :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=73593]                                                                                                                                                                                                                                                                                                                                                                                  :                          :           :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])
!      :                          :           :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])                                                                                                                                                                                                                                                                                                          :                          :           :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=74045]
!      :                          :           :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=73591]                                                                                                                                                                                                                                                                                                                                              :                          :           :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])
!      :                          :           :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])                                                                                                                                                                                                                                                                                          :                          :           :           :              +- Project [day_col#19659, brand_name#19669, city#19676]
!      :                          :           :           :              +- Project [day_col#19659, brand_name#19669, city#19676]                                                                                                                                                                                                                                                                                                                                                                                                     :                          :           :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter
!      :                          :           :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=74038]
!      :                          :           :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=73570]                                                                                                                                                                                                                                                                                                                                                                 :                          :           :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]
!      :                          :           :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]                                                                                                                                                                                                                                                                                                                                                                       :                          :           :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter
!      :                          :           :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :           :           :                    :           :  +- Exchange hashpartitioning(f3#19570L, 8192), ENSURE_REQUIREMENTS, [plan_id=74031]
!      :                          :           :           :                    :           :  +- Exchange hashpartitioning(f3#19570L, 8192), ENSURE_REQUIREMENTS, [plan_id=73550]                                                                                                                                                                                                                                                                                                                                                     :                          :           :           :                    :           :     +- Project [day_col#19659, buyer_id#19654L, product_id#19656L AS f3#19570L]
!      :                          :           :           :                    :           :     +- Project [day_col#19659, buyer_id#19654L, product_id#19656L AS f3#19570L]                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    :           :        +- BroadcastHashJoin [f3#19566], [cast(f1#19568 as timestamp)], LeftOuter, BuildRight, f4#19567: boolean, false
!      :                          :           :           :                    :           :        +- SortMergeJoin [f3#19566], [cast(f1#19568 as timestamp)], LeftOuter, f4#19567: boolean                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    :           :           :- ShuffleQueryStage 5
!      :                          :           :           :                    :           :           :- Sort [f3#19566 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                   :                          :           :           :                    :           :           :  +- ReusedExchange [buyer_id#19654L, product_id#19656L, f3#19566, f4#19567], Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
!      :                          :           :           :                    :           :           :  +- ShuffleQueryStage 5                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :           :                    :           :           +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74026]
!      :                          :           :           :                    :           :           :     +- ReusedExchange [buyer_id#19654L, product_id#19656L, f3#19566, f4#19567], Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                              :                          :           :           :                    :           :              +- ShuffleQueryStage 7
!      :                          :           :           :                    :           :           +- Sort [cast(f1#19568 as timestamp) ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                :                          :           :           :                    :           :                 +- ReusedExchange [day_col#19659, f1#19568], Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
!      :                          :           :           :                    :           :              +- ShuffleQueryStage 7                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :           :                 +- ReusedExchange [day_col#19659, f1#19568], Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                          :                          :           :           :                    :              +- ShuffleQueryStage 9
!      :                          :           :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :           :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
!      :                          :           :           :                    :              +- ShuffleQueryStage 9                                                                                                                                                                                                                                                                                                                                                                                                                  :                          :           :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                    :                          :           :           :                       +- ShuffleQueryStage 11
!      :                          :           :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
!      :                          :           :           :                       +- ShuffleQueryStage 11                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :           :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0
!      :                          :           :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                      :                          :           :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=74050]
!      :                          :           :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :                 +- Project [day_col#19682 AS day_col0#19585, day_col#19677]
!      :                          :           :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73631]                                                                                                                                                                                                                                                                                                                                                                                  :                          :           :                    +- CartesianProduct ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))
!      :                          :           :                 +- Project [day_col#19682 AS day_col0#19585, day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :                       :- HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :           :                    +- CartesianProduct ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))                                                                                                                                                                                                                                                                                                                                                                          :                          :           :                       :  +- ShuffleQueryStage 12
!      :                          :           :                       :- HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :                       :     +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!      :                          :           :                       :  +- ShuffleQueryStage 12                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       :        +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :           :                       :     +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                   :                          :           :                       :           +- *(9) Project [day_col#19677]
!      :                          :           :                       :        +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       :              +- *(9) Filter isnotnull(day_col#19677)
!      :                          :           :                       :           +- *(9) Project [day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :           :                       :                 +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :           :                       :              +- *(9) Filter isnotnull(day_col#19677)                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :                       +- HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])
!      :                          :           :                       :                 +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                    :                          :           :                          +- ShuffleQueryStage 13
!      :                          :           :                       +- HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]
!      :                          :           :                          +- ShuffleQueryStage 13                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])
!      :                          :           :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]                                                                                                                                                                                                                                                                                                                                                                   :                          :           :                                   +- *(10) Project [day_col#19682]
!      :                          :           :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])                                                                                                                                                                                                                                                                                                                                                                     :                          :           :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))
!      :                          :           :                                   +- *(10) Project [day_col#19682]                                                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :           :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))                                                                                                                                                                                                                                                                                                                                                            :                          :           +- Sort [city0#19586 ASC NULLS FIRST], false, 0
!      :                          :           :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                    :                          :              +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])
!      :                          :           +- Sort [city0#19586 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                         :                          :                 +- ShuffleQueryStage 14
!      :                          :              +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])                                                                                                                                                                                                                                                                                                                                                                                                 :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]
!      :                          :                 +- ShuffleQueryStage 14                                                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])
!      :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]                                                                                                                                                                                                                                                                                                                                                                                          :                          :                          +- *(11) Project [city#19691 AS city0#19586]
!      :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])                                                                                                                                                                                                                                                                                                                                                                                              :                          :                             +- *(11) Filter isnotnull(city#19691)
!      :                          :                          +- *(11) Project [city#19691 AS city0#19586]                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :                             +- *(11) Filter isnotnull(city#19691)                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          +- Sort [brand_name0#19589 ASC NULLS FIRST], false, 0
!      :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                               :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])
!      :                          +- Sort [brand_name0#19589 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                               :                                +- ShuffleQueryStage 15
!      :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                           :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]
!      :                                +- ShuffleQueryStage 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])
!      :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]                                                                                                                                                                                                                                                                                                                                                                                                :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]
!      :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                              :                                            +- *(12) Filter isnotnull(brand_name#19697)
!      :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]                                                                                                                                                                                                                                                                                                                                                                                                                             :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                                            +- *(12) Filter isnotnull(brand_name#19697)                                                                                                                                                                                                                                                                                                                                                                                                                                       +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0
!      :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                                  +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=74108]
!      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=73850]                                                                                                                                                                                                                                                                                                                                                                                                                               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=74104]
!            +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                                      +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=73848]                                                                                                                                                                                                                                                                                                                                                                                                             +- Project [city0#19605, day_col0#19606, brand_name0#19608]
!                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                                         +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner
!                     +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :- Sort [product_id#19706L ASC NULLS FIRST], false, 0
!                        +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=74096]
!                           :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :     +- Project [product_id#19706L, city0#19605, day_col0#19606]
!                           :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=73824]                                                                                                                                                                                                                                                                                                                                                                                                                                 :        +- SortMergeJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner
!                           :     +- Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                                                              :           :- Sort [f2#19604 ASC NULLS FIRST], false, 0
!                           :        +- SortMergeJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                :           :  +- Exchange hashpartitioning(f2#19604, 8192), ENSURE_REQUIREMENTS, [plan_id=74088]
!                           :           :- Sort [f2#19604 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :           :     +- Project [product_id#19706L, f2#19604, city0#19605]
!                           :           :  +- Exchange hashpartitioning(f2#19604, 8192), ENSURE_REQUIREMENTS, [plan_id=73799]                                                                                                                                                                                                                                                                                                                                                                                                                              :           :        +- SortMergeJoin [buyer_id#19704L], [user_id#19709L], Inner
!                           :           :     +- Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                                        :           :           :- Sort [buyer_id#19704L ASC NULLS FIRST], false, 0
!                           :           :        +- SortMergeJoin [buyer_id#19704L], [user_id#19709L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                               :           :           :  +- ShuffleQueryStage 16
!                           :           :           :- Sort [buyer_id#19704L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                    :           :           :     +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]
!                           :           :           :  +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :           :           :        +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]
!                           :           :           :     +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                                                        :           :           :           +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))
!                           :           :           :        +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                                                  :           :           :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :           :           +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                                                     :           :           +- Sort [user_id#19709L ASC NULLS FIRST], false, 0
!                           :           :           :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                              :           :              +- Exchange hashpartitioning(user_id#19709L, 8192), ENSURE_REQUIREMENTS, [plan_id=74081]
!                           :           :           +- Sort [user_id#19709L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                     :           :                 +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :              +- Exchange hashpartitioning(user_id#19709L, 8192), ENSURE_REQUIREMENTS, [plan_id=73795]                                                                                                                                                                                                                                                                                                                                                                                                            :           :                    +- ShuffleQueryStage 17
!                           :           :                 +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                         :           :                       +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]
!                           :           :                    +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :           :                          +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :                       +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                                      :           :                             +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]
!                           :           :                          +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                          :           :                                +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))
!                           :           :                             +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                         :           :                                   +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :                                +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                                             :           +- Sort [cast(day_col#19714 as timestamp) ASC NULLS FIRST], false, 0
!                           :           :                                   +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                      :              +- Exchange hashpartitioning(cast(day_col#19714 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=74089]
!                           :           +- Sort [cast(day_col#19714 as timestamp) ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                               :                 +- HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])
!                           :              +- Exchange hashpartitioning(cast(day_col#19714 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73820]                                                                                                                                                                                                                                                                                                                                                                                                      :                    +- ShuffleQueryStage 19
!                           :                 +- HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                                                 :                       +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!                           :                    +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   +- Sort [product_id#19719L ASC NULLS FIRST], false, 0
!                           :                       +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                                   +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=74097]
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])
!                              +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73843]                                                                                                                                                                                                                                                                                                                                                                                                                                          +- ShuffleQueryStage 20
!                                 +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                                                                            +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]
!                                    +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])
!                                       +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                                                                        +- *(16) Project [brand_name#19724, product_id#19719L]
!                                          +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                                                                       +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))
!                                             +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                                                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!                                                +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                                 
!                                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                 
24/01/03 13:52:19 INFO ShufflePartitionsUtil: For shuffle(355), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:19 INFO ShufflePartitionsUtil: For shuffle(355), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:19 INFO SparkContext: Starting job: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 559 started with 2 stages, 10 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1273.0 started with 1 tasks, 10 active stages running
24/01/03 13:52:19 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                               +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
    +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                     +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter
       :- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :- LocalLimit 1001
       :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                        :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
       :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                               :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter
       :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0
!      :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=74167]                                                                                                                                                                                                                                                                                                                                                                                                             :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=74554]
       :        :     +- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              :        :     +- LocalLimit 1001
       :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                                :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
!      :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=74164]                                                                                                                                                                                                                                                                                                                                                                                     :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=74505]
       :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                                 :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
       :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]
       :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
       :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0
!      :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=74159]                                                                                                                                                                                                                                                                                                                                                                                                        :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=74498]
       :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                                              :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
       :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
       :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0
!      :        :                       :           :  +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=74155]                                                                                                                                                                                                                                                                                                                                                                                            :        :                       :           :  +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=74491]
       :        :                       :           :     +- Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :           :     +- Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
       :        :                       :           :        +- BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false                                                                                                                                                                                                                                                                                                                                                          :        :                       :           :        +- BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
       :        :                       :           :           :- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                                                :        :                       :           :           :- ShuffleQueryStage 0
       :        :                       :           :           :  +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :           :           :  +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
       :        :                       :           :           :     +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                                                   :        :                       :           :           :     +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
       :        :                       :           :           :        +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                                       :        :                       :           :           :        +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
       :        :                       :           :           :           +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                                              :        :                       :           :           :           +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
       :        :                       :           :           +- BroadcastQueryStage 21                                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                       :           :           +- BroadcastQueryStage 21
       :        :                       :           :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                                                                                                             :        :                       :           :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
       :        :                       :           :                 +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :           :                 +- AQEShuffleRead local
       :        :                       :           :                    +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                                       :        :                       :           :                    +- ShuffleQueryStage 1
       :        :                       :           :                       +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                                     :        :                       :           :                       +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
       :        :                       :           :                          +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                                             :        :                       :           :                          +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
       :        :                       :           :                             +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                                             :        :                       :           :                             +- *(2) Filter isnotnull(day_col#19632)
       :        :                       :           :                                +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                       :        :                       :           :                                +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0
       :        :                       :              +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :              +- ShuffleQueryStage 2
       :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
       :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                                       :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
       :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)
       :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0
       :        :                          +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                          +- ShuffleQueryStage 3
       :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                                     :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
       :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
       :        :                                   +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                                   +- *(4) Filter isnotnull(user_id#19645L)
       :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                        :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0
!      :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=74285]                                                                                                                                                                                                                                                                                                                                                                                                             :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=74555]
       :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])                                                                                                                                                                                                                                                                                                                                                           :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])
       :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])                                                                                                                                                                                                                                                                                                                 :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])
       :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]                                                                                                                                                                                                                                                                                                                                                                                                                                    :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]
       :                       +- SortMergeJoin [brand_name#19581], [brand_name0#19589], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                        :                       +- SortMergeJoin [brand_name#19581], [brand_name0#19589], Inner
       :                          :- Sort [brand_name#19581 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :- Sort [brand_name#19581 ASC NULLS FIRST], false, 0
!      :                          :  +- Exchange hashpartitioning(brand_name#19581, 8192), ENSURE_REQUIREMENTS, [plan_id=74279]                                                                                                                                                                                                                                                                                                                                                                                                       :                          :  +- Exchange hashpartitioning(brand_name#19581, 8192), ENSURE_REQUIREMENTS, [plan_id=74545]
       :                          :     +- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     +- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]
       :                          :        +- SortMergeJoin [city#19582], [city0#19586], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :        +- SortMergeJoin [city#19582], [city0#19586], Inner
       :                          :           :- Sort [city#19582 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :- Sort [city#19582 ASC NULLS FIRST], false, 0
!      :                          :           :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=74275]                                                                                                                                                                                                                                                                                                                                                                                                 :                          :           :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=74538]
       :                          :           :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]                                                                                                                                                                                                                                                                                                                                                                                                             :                          :           :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]
       :                          :           :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner                                                                                                                                                                                                                                                                                                                                                                                                                       :                          :           :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner
       :                          :           :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0
!      :                          :           :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=74271]                                                                                                                                                                                                                                                                                                                                                                                  :                          :           :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=74530]
       :                          :           :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])                                                                                                                                                                                                                                                                                                          :                          :           :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])
!      :                          :           :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=74269]                                                                                                                                                                                                                                                                                                                                              :                          :           :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=74523]
       :                          :           :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])                                                                                                                                                                                                                                                                                          :                          :           :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])
       :                          :           :           :              +- Project [day_col#19659, brand_name#19669, city#19676]                                                                                                                                                                                                                                                                                                                                                                                                     :                          :           :           :              +- Project [day_col#19659, brand_name#19669, city#19676]
       :                          :           :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter
       :                          :           :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=74264]                                                                                                                                                                                                                                                                                                                                                                 :                          :           :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=74516]
       :                          :           :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]                                                                                                                                                                                                                                                                                                                                                                       :                          :           :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]
       :                          :           :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter
       :                          :           :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :           :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :           :  +- Exchange hashpartitioning(f3#19570L, 8192), ENSURE_REQUIREMENTS, [plan_id=74260]                                                                                                                                                                                                                                                                                                                                                     :                          :           :           :                    :           :  +- Exchange hashpartitioning(f3#19570L, 8192), ENSURE_REQUIREMENTS, [plan_id=74509]
       :                          :           :           :                    :           :     +- Project [day_col#19659, buyer_id#19654L, product_id#19656L AS f3#19570L]                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    :           :     +- Project [day_col#19659, buyer_id#19654L, product_id#19656L AS f3#19570L]
       :                          :           :           :                    :           :        +- BroadcastHashJoin [f3#19566], [cast(f1#19568 as timestamp)], LeftOuter, BuildRight, f4#19567: boolean, false                                                                                                                                                                                                                                                                                                                   :                          :           :           :                    :           :        +- BroadcastHashJoin [f3#19566], [cast(f1#19568 as timestamp)], LeftOuter, BuildRight, f4#19567: boolean, false
       :                          :           :           :                    :           :           :- ShuffleQueryStage 5                                                                                                                                                                                                                                                                                                                                                                                                         :                          :           :           :                    :           :           :- ShuffleQueryStage 5
       :                          :           :           :                    :           :           :  +- ReusedExchange [buyer_id#19654L, product_id#19656L, f3#19566, f4#19567], Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                 :                          :           :           :                    :           :           :  +- ReusedExchange [buyer_id#19654L, product_id#19656L, f3#19566, f4#19567], Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
       :                          :           :           :                    :           :           +- BroadcastQueryStage 23                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :           :                    :           :           +- BroadcastQueryStage 23
       :                          :           :           :                    :           :              +- ReusedExchange [day_col#19659, f1#19568], BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                            :                          :           :           :                    :           :              +- ReusedExchange [day_col#19659, f1#19568], BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
       :                          :           :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :           :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0
       :                          :           :           :                    :              +- ShuffleQueryStage 9                                                                                                                                                                                                                                                                                                                                                                                                                  :                          :           :           :                    :              +- ShuffleQueryStage 9
       :                          :           :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                    :                          :           :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
       :                          :           :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0
       :                          :           :           :                       +- ShuffleQueryStage 11                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :           :           :                       +- ShuffleQueryStage 11
       :                          :           :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                      :                          :           :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
       :                          :           :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0
!      :                          :           :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=74050]                                                                                                                                                                                                                                                                                                                                                                                  :                          :           :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=74531]
       :                          :           :                 +- Project [day_col#19682 AS day_col0#19585, day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :                 +- Project [day_col#19682 AS day_col0#19585, day_col#19677]
!      :                          :           :                    +- CartesianProduct ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))                                                                                                                                                                                                                                                                                                                                                                          :                          :           :                    +- BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))
!      :                          :           :                       :- HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :                       :- BroadcastExchange IdentityBroadcastMode, [plan_id=74525]
!      :                          :           :                       :  +- ShuffleQueryStage 12                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       :  +- HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :           :                       :     +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                   :                          :           :                       :     +- ShuffleQueryStage 12
!      :                          :           :                       :        +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       :        +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!      :                          :           :                       :           +- *(9) Project [day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :           :                       :           +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :           :                       :              +- *(9) Filter isnotnull(day_col#19677)                                                                                                                                                                                                                                                                                                                                                                                                          :                          :           :                       :              +- *(9) Project [day_col#19677]
!      :                          :           :                       :                 +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                    :                          :           :                       :                 +- *(9) Filter isnotnull(day_col#19677)
!      :                          :           :                       +- HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       :                    +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :           :                          +- ShuffleQueryStage 13                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       +- HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])
!      :                          :           :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]                                                                                                                                                                                                                                                                                                                                                                   :                          :           :                          +- ShuffleQueryStage 13
!      :                          :           :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])                                                                                                                                                                                                                                                                                                                                                                     :                          :           :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]
!      :                          :           :                                   +- *(10) Project [day_col#19682]                                                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])
!      :                          :           :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))                                                                                                                                                                                                                                                                                                                                                            :                          :           :                                   +- *(10) Project [day_col#19682]
!      :                          :           :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                    :                          :           :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))
!      :                          :           +- Sort [city0#19586 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                         :                          :           :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :              +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])                                                                                                                                                                                                                                                                                                                                                                                                 :                          :           +- Sort [city0#19586 ASC NULLS FIRST], false, 0
!      :                          :                 +- ShuffleQueryStage 14                                                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :              +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])
!      :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]                                                                                                                                                                                                                                                                                                                                                                                          :                          :                 +- ShuffleQueryStage 14
!      :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])                                                                                                                                                                                                                                                                                                                                                                                              :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]
!      :                          :                          +- *(11) Project [city#19691 AS city0#19586]                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])
!      :                          :                             +- *(11) Filter isnotnull(city#19691)                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :                          +- *(11) Project [city#19691 AS city0#19586]
!      :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                               :                          :                             +- *(11) Filter isnotnull(city#19691)
!      :                          +- Sort [brand_name0#19589 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                               :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                           :                          +- Sort [brand_name0#19589 ASC NULLS FIRST], false, 0
!      :                                +- ShuffleQueryStage 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])
!      :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]                                                                                                                                                                                                                                                                                                                                                                                                :                                +- ShuffleQueryStage 15
!      :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                              :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]
!      :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]                                                                                                                                                                                                                                                                                                                                                                                                                             :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])
!      :                                            +- *(12) Filter isnotnull(brand_name#19697)                                                                                                                                                                                                                                                                                                                                                                                                                                       :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]
!      :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                               :                                            +- *(12) Filter isnotnull(brand_name#19697)
!      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                               :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=74108]                                                                                                                                                                                                                                                                                                                                                                                                                      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0
!            +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                             +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=74585]
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=74104]                                                                                                                                                                                                                                                                                                                                                                                                    +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])
!                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                                +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=74581]
!                     +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                                 +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])
!                        +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                            +- Project [city0#19605, day_col0#19606, brand_name0#19608]
!                           :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                       +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner
!                           :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=74096]                                                                                                                                                                                                                                                                                                                                                                                                                                 :- Sort [product_id#19706L ASC NULLS FIRST], false, 0
!                           :     +- Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                                                              :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=74573]
!                           :        +- SortMergeJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                :     +- Project [product_id#19706L, city0#19605, day_col0#19606]
!                           :           :- Sort [f2#19604 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :        +- BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false
!                           :           :  +- Exchange hashpartitioning(f2#19604, 8192), ENSURE_REQUIREMENTS, [plan_id=74088]                                                                                                                                                                                                                                                                                                                                                                                                                              :           :- Project [product_id#19706L, f2#19604, city0#19605]
!                           :           :     +- Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                                        :           :  +- SortMergeJoin [buyer_id#19704L], [user_id#19709L], Inner
!                           :           :        +- SortMergeJoin [buyer_id#19704L], [user_id#19709L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                               :           :     :- Sort [buyer_id#19704L ASC NULLS FIRST], false, 0
!                           :           :           :- Sort [buyer_id#19704L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                    :           :     :  +- ShuffleQueryStage 16
!                           :           :           :  +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :           :     :     +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]
!                           :           :           :     +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                                                        :           :     :        +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]
!                           :           :           :        +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                                                  :           :     :           +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))
!                           :           :           :           +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                                                     :           :     :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :           :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                              :           :     +- Sort [user_id#19709L ASC NULLS FIRST], false, 0
!                           :           :           +- Sort [user_id#19709L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                     :           :        +- Exchange hashpartitioning(user_id#19709L, 8192), ENSURE_REQUIREMENTS, [plan_id=74562]
!                           :           :              +- Exchange hashpartitioning(user_id#19709L, 8192), ENSURE_REQUIREMENTS, [plan_id=74081]                                                                                                                                                                                                                                                                                                                                                                                                            :           :           +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :                 +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                         :           :              +- ShuffleQueryStage 17
!                           :           :                    +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :           :                 +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]
!                           :           :                       +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                                      :           :                    +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :                          +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                          :           :                       +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]
!                           :           :                             +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                         :           :                          +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))
!                           :           :                                +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                                             :           :                             +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :                                   +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                      :           +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74568]
!                           :           +- Sort [cast(day_col#19714 as timestamp) ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                               :              +- HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])
!                           :              +- Exchange hashpartitioning(cast(day_col#19714 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=74089]                                                                                                                                                                                                                                                                                                                                                                                                      :                 +- ShuffleQueryStage 19
!                           :                 +- HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                                                 :                    +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!                           :                    +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   +- Sort [product_id#19719L ASC NULLS FIRST], false, 0
!                           :                       +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                                   +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=74574]
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])
!                              +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=74097]                                                                                                                                                                                                                                                                                                                                                                                                                                          +- ShuffleQueryStage 20
!                                 +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                                                                            +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]
!                                    +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])
!                                       +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                                                                        +- *(16) Project [brand_name#19724, product_id#19719L]
!                                          +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                                                                       +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))
!                                             +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                                                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!                                                +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                                 
!                                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                 
24/01/03 13:52:19 INFO ShufflePartitionsUtil: For shuffle(358), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:19 INFO ShufflePartitionsUtil: For shuffle(358), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:19 INFO SparkContext: Starting job: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:19 INFO SparkContext: Starting job: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 560 started with 2 stages, 11 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1275.0 started with 1 tasks, 11 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 561 started with 2 stages, 12 active jobs running
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1276.0 started with 1 tasks, 12 active stages running
24/01/03 13:52:19 INFO SQLOperationListener: Finished stage: Stage(1276, 0); Name: '$anonfun$withThreadLocalCaptured$1 at FutureTask.java:266'; Status: succeeded; numTasks: 1; Took: 154 msec
24/01/03 13:52:19 INFO DAGScheduler: Job 561 finished: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266, took 0.158998 s
24/01/03 13:52:19 INFO StatsReportListener: task runtime:(count: 5, mean: 243.800000, stdev: 117.803905, max: 332.000000, min: 16.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	16.0 ms	16.0 ms	16.0 ms	244.0 ms	313.0 ms	314.0 ms	332.0 ms	332.0 ms	332.0 ms
24/01/03 13:52:19 INFO StatsReportListener: shuffle bytes written:(count: 5, mean: 2459177.400000, stdev: 2008094.444388, max: 5382833.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	1304.0 KiB	1327.6 KiB	4.0 MiB	5.1 MiB	5.1 MiB	5.1 MiB
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time:(count: 5, mean: 0.200000, stdev: 0.400000, max: 1.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	1.0 ms	1.0 ms	1.0 ms
24/01/03 13:52:19 INFO StatsReportListener: remote bytes read:(count: 5, mean: 6198.800000, stdev: 12397.600000, max: 30994.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	30.3 KiB	30.3 KiB	30.3 KiB
24/01/03 13:52:19 WARN SparkConf: The configuration key 'spark.blacklist.enabled' has been deprecated as of Spark 3.1.0 and may be removed in the future. Please use spark.excludeOnFailure.enabled
24/01/03 13:52:19 INFO StatsReportListener: task result size:(count: 5, mean: 4958.200000, stdev: 3259.357323, max: 11457.000000, min: 3049.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.5 KiB	3.5 KiB	11.2 KiB	11.2 KiB	11.2 KiB
24/01/03 13:52:19 INFO StatsReportListener: executor (non-fetch) time pct: (count: 5, mean: 84.716744, stdev: 20.584566, max: 97.444089, min: 43.750000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	44 %	44 %	44 %	91 %	95 %	96 %	97 %	97 %	97 %
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time pct: (count: 5, mean: 1.250000, stdev: 2.500000, max: 6.250000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 6 %	 6 %	 6 %
24/01/03 13:52:19 INFO StatsReportListener: other time pct: (count: 5, mean: 14.033256, stdev: 18.098549, max: 50.000000, min: 2.555911)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	 3 %	 3 %	 3 %	 4 %	 5 %	 9 %	50 %	50 %	50 %
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 561 succeeded, 11 active jobs running
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1229_piece0 stored as bytes in memory (estimated size 9.3 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1229 from $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:19 INFO SQLOperationListener: Finished stage: Stage(1275, 0); Name: '$anonfun$withThreadLocalCaptured$1 at FutureTask.java:266'; Status: succeeded; numTasks: 1; Took: 192 msec
24/01/03 13:52:19 INFO StatsReportListener: task runtime:(count: 2, mean: 215.000000, stdev: 144.000000, max: 359.000000, min: 71.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	71.0 ms	71.0 ms	71.0 ms	71.0 ms	359.0 ms	359.0 ms	359.0 ms	359.0 ms	359.0 ms
24/01/03 13:52:19 INFO StatsReportListener: shuffle bytes written:(count: 2, mean: 712647.500000, stdev: 712647.500000, max: 1425295.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	1391.9 KiB	1391.9 KiB	1391.9 KiB	1391.9 KiB	1391.9 KiB
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time:(count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:19 INFO StatsReportListener: remote bytes read:(count: 2, mean: 15497.000000, stdev: 15497.000000, max: 30994.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB
24/01/03 13:52:19 INFO StatsReportListener: task result size:(count: 2, mean: 6350.000000, stdev: 2782.000000, max: 9132.000000, min: 3568.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	8.9 KiB	8.9 KiB	8.9 KiB	8.9 KiB	8.9 KiB
24/01/03 13:52:19 INFO StatsReportListener: executor (non-fetch) time pct: (count: 2, mean: 88.648044, stdev: 1.324101, max: 89.972145, min: 87.323944)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	87 %	87 %	87 %	87 %	90 %	90 %	90 %	90 %	90 %
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time pct: (count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:19 INFO StatsReportListener: other time pct: (count: 2, mean: 11.351956, stdev: 1.324101, max: 12.676056, min: 10.027855)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	10 %	10 %	10 %	10 %	13 %	13 %	13 %	13 %	13 %
24/01/03 13:52:19 INFO DAGScheduler: Job 560 finished: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266, took 0.194528 s
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 560 succeeded, 10 active jobs running
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1230_piece0 stored as bytes in memory (estimated size 2.8 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1230 from $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:19 INFO DAGScheduler: Job 559 finished: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266, took 0.245262 s
24/01/03 13:52:19 INFO SQLOperationListener: Finished stage: Stage(1273, 0); Name: '$anonfun$withThreadLocalCaptured$1 at FutureTask.java:266'; Status: succeeded; numTasks: 1; Took: 245 msec
24/01/03 13:52:19 INFO StatsReportListener: task runtime:(count: 1, mean: 18.000000, stdev: 0.000000, max: 18.000000, min: 18.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	18.0 ms	18.0 ms	18.0 ms	18.0 ms	18.0 ms	18.0 ms	18.0 ms	18.0 ms	18.0 ms
24/01/03 13:52:19 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:19 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:19 INFO StatsReportListener: task result size:(count: 1, mean: 17779.000000, stdev: 0.000000, max: 17779.000000, min: 17779.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	17.4 KiB	17.4 KiB	17.4 KiB	17.4 KiB	17.4 KiB	17.4 KiB	17.4 KiB	17.4 KiB	17.4 KiB
24/01/03 13:52:19 WARN SparkConf: The configuration key 'spark.blacklist.enabled' has been deprecated as of Spark 3.1.0 and may be removed in the future. Please use spark.excludeOnFailure.enabled
24/01/03 13:52:19 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 50.000000, stdev: 0.000000, max: 50.000000, min: 50.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	50 %	50 %	50 %	50 %	50 %	50 %	50 %	50 %	50 %
24/01/03 13:52:19 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:19 INFO StatsReportListener: other time pct: (count: 1, mean: 50.000000, stdev: 0.000000, max: 50.000000, min: 50.000000)
24/01/03 13:52:19 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:19 INFO StatsReportListener: 	50 %	50 %	50 %	50 %	50 %	50 %	50 %	50 %	50 %
24/01/03 13:52:19 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 559 succeeded, 9 active jobs running
24/01/03 13:52:19 INFO MemoryStore: Block broadcast_1231_piece0 stored as bytes in memory (estimated size 18.3 KiB, free 4.1 GiB)
24/01/03 13:52:19 INFO SparkContext: Created broadcast 1231 from $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1261, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 466 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 2, mean: 440.000000, stdev: 24.000000, max: 464.000000, min: 416.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	416.0 ms	416.0 ms	416.0 ms	416.0 ms	464.0 ms	464.0 ms	464.0 ms	464.0 ms	464.0 ms
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 2, mean: 774719.500000, stdev: 567372.500000, max: 1342092.000000, min: 207347.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	202.5 KiB	202.5 KiB	202.5 KiB	202.5 KiB	1310.6 KiB	1310.6 KiB	1310.6 KiB	1310.6 KiB	1310.6 KiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 2, mean: 3397.000000, stdev: 229.000000, max: 3626.000000, min: 3168.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	3.1 KiB	3.1 KiB	3.1 KiB	3.1 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 2, mean: 95.370524, stdev: 0.542938, max: 95.913462, min: 94.827586)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	95 %	95 %	95 %	95 %	96 %	96 %	96 %	96 %	96 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 2, mean: 4.629476, stdev: 0.542938, max: 5.172414, min: 4.086538)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 4 %	 4 %	 4 %	 4 %	 5 %	 5 %	 5 %	 5 %	 5 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 548 succeeded, 8 active jobs running
24/01/03 13:52:20 INFO ShufflePartitionsUtil: For shuffle(354), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:20 INFO ShufflePartitionsUtil: For shuffle(354), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 562 started with 2 stages, 9 active jobs running
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1278.0 started with 1 tasks, 9 active stages running
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1269, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 486 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 2, mean: 470.500000, stdev: 13.500000, max: 484.000000, min: 457.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	457.0 ms	457.0 ms	457.0 ms	457.0 ms	484.0 ms	484.0 ms	484.0 ms	484.0 ms	484.0 ms
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 2, mean: 3530655.000000, stdev: 2803759.000000, max: 6334414.000000, min: 726896.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	709.9 KiB	709.9 KiB	709.9 KiB	709.9 KiB	6.0 MiB	6.0 MiB	6.0 MiB	6.0 MiB	6.0 MiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 2, mean: 4187.500000, stdev: 1138.500000, max: 5326.000000, min: 3049.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	5.2 KiB	5.2 KiB	5.2 KiB	5.2 KiB	5.2 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 2, mean: 93.976843, stdev: 2.510760, max: 96.487603, min: 91.466083)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	91 %	91 %	91 %	91 %	96 %	96 %	96 %	96 %	96 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 2, mean: 6.023157, stdev: 2.510760, max: 8.533917, min: 3.512397)
2024-01-03 13:52:23.843 INFO KyuubiSessionManager-exec-pool: Thread-2159 org.apache.kyuubi.operation.ExecuteStatement: Query[6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb] in RUNNING_STATE
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 4 %	 4 %	 4 %	 4 %	 9 %	 9 %	 9 %	 9 %	 9 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 556 succeeded, 8 active jobs running
24/01/03 13:52:20 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                         +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
    +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                               +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter
       :- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :- LocalLimit 1001
       :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                  :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
       :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                         :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter
       :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0
!      :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=76103]                                                                                                                                                                                                                                                                                                                                                                                                       :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=76355]
       :        :     +- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        :        :     +- LocalLimit 1001
       :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                          :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
!      :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=76100]                                                                                                                                                                                                                                                                                                                                                                               :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=76310]
       :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                           :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
       :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                      :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]
       :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                       :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
       :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0
!      :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=76095]                                                                                                                                                                                                                                                                                                                                                                                                  :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=76303]
       :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                                        :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
       :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
       :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                               :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0
       :        :                       :           :  +- ShuffleQueryStage 26                                                                                                                                                                                                                                                                                                                                                                                                                                                  :        :                       :           :  +- ShuffleQueryStage 26
       :        :                       :           :     +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :           :     +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
       :        :                       :           :        +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                                  :        :                       :           :        +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
       :        :                       :           :           +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false                                                                                                                                                                                                                                                                                                                                           :        :                       :           :           +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
       :        :                       :           :              :- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                      :        :                       :           :              :- AQEShuffleRead local
       :        :                       :           :              :  +- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :           :              :  +- ShuffleQueryStage 0
       :        :                       :           :              :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                                     :        :                       :           :              :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
       :        :                       :           :              :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                                       :        :                       :           :              :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
       :        :                       :           :              :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                           :        :                       :           :              :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
       :        :                       :           :              :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                                  :        :                       :           :              :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
       :        :                       :           :              +- BroadcastQueryStage 21                                                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :           :              +- BroadcastQueryStage 21
       :        :                       :           :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                                                                                                    :        :                       :           :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
       :        :                       :           :                    +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                :        :                       :           :                    +- AQEShuffleRead local
       :        :                       :           :                       +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                              :        :                       :           :                       +- ShuffleQueryStage 1
       :        :                       :           :                          +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                            :        :                       :           :                          +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
       :        :                       :           :                             +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :           :                             +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
       :        :                       :           :                                +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :           :                                +- *(2) Filter isnotnull(day_col#19632)
       :        :                       :           :                                   +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                              :        :                       :           :                                   +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                               :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0
       :        :                       :              +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :              +- ShuffleQueryStage 2
       :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
       :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
       :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)
       :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                          :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0
       :        :                          +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                               :        :                          +- ShuffleQueryStage 3
       :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                               :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
       :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                      :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
       :        :                                   +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                    :        :                                   +- *(4) Filter isnotnull(user_id#19645L)
       :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                  :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0
!      :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=76155]                                                                                                                                                                                                                                                                                                                                                                                                       :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=76356]
       :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])                                                                                                                                                                                                                                                                                                                                                     :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])
       :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])                                                                                                                                                                                                                                                                                                           :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])
       :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]                                                                                                                                                                                                                                                                                                                                                                                                                              :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]
       :                       +- SortMergeJoin [brand_name#19581], [brand_name0#19589], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                  :                       +- SortMergeJoin [brand_name#19581], [brand_name0#19589], Inner
       :                          :- Sort [brand_name#19581 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :- Sort [brand_name#19581 ASC NULLS FIRST], false, 0
!      :                          :  +- Exchange hashpartitioning(brand_name#19581, 8192), ENSURE_REQUIREMENTS, [plan_id=76149]                                                                                                                                                                                                                                                                                                                                                                                                 :                          :  +- Exchange hashpartitioning(brand_name#19581, 8192), ENSURE_REQUIREMENTS, [plan_id=76346]
       :                          :     +- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]                                                                                                                                                                                                                                                                                                                                                                                                    :                          :     +- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]
       :                          :        +- SortMergeJoin [city#19582], [city0#19586], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                  :                          :        +- SortMergeJoin [city#19582], [city0#19586], Inner
       :                          :           :- Sort [city#19582 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :- Sort [city#19582 ASC NULLS FIRST], false, 0
!      :                          :           :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=76145]                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=76339]
       :                          :           :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]                                                                                                                                                                                                                                                                                                                                                                                                       :                          :           :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]
       :                          :           :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :           :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner
       :                          :           :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :           :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0
!      :                          :           :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=76141]                                                                                                                                                                                                                                                                                                                                                                            :                          :           :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=76331]
       :                          :           :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])                                                                                                                                                                                                                                                                                                    :                          :           :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])
!      :                          :           :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=76139]                                                                                                                                                                                                                                                                                                                                        :                          :           :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=76327]
       :                          :           :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])                                                                                                                                                                                                                                                                                    :                          :           :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])
       :                          :           :           :              +- Project [day_col#19659, brand_name#19669, city#19676]                                                                                                                                                                                                                                                                                                                                                                                               :                          :           :           :              +- Project [day_col#19659, brand_name#19669, city#19676]
       :                          :           :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                :                          :           :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter
       :                          :           :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=76134]                                                                                                                                                                                                                                                                                                                                                           :                          :           :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=76320]
       :                          :           :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]                                                                                                                                                                                                                                                                                                                                                                 :                          :           :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]
       :                          :           :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter
       :                          :           :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                        :                          :           :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0
       :                          :           :           :                    :           :  +- ShuffleQueryStage 28                                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :           :                    :           :  +- ShuffleQueryStage 28
       :                          :           :           :                    :           :     +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                :                          :           :           :                    :           :     +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
       :                          :           :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                        :                          :           :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0
       :                          :           :           :                    :              +- ShuffleQueryStage 9                                                                                                                                                                                                                                                                                                                                                                                                            :                          :           :           :                    :              +- ShuffleQueryStage 9
       :                          :           :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                              :                          :           :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
       :                          :           :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                    :                          :           :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0
       :                          :           :           :                       +- ShuffleQueryStage 11                                                                                                                                                                                                                                                                                                                                                                                                                       :                          :           :           :                       +- ShuffleQueryStage 11
       :                          :           :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                :                          :           :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
       :                          :           :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :           :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0
!      :                          :           :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=74712]                                                                                                                                                                                                                                                                                                                                                                            :                          :           :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=76332]
       :                          :           :                 +- Project [day_col#19682 AS day_col0#19585, day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                     :                          :           :                 +- Project [day_col#19682 AS day_col0#19585, day_col#19677]
       :                          :           :                    +- BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))                                                                                                                                                                                                                                                                                                                                           :                          :           :                    +- BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))
       :                          :           :                       :- BroadcastQueryStage 24                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :           :                       :- BroadcastQueryStage 24
       :                          :           :                       :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]                                                                                                                                                                                                                                                                                                                                                                                            :                          :           :                       :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]
       :                          :           :                       :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                  :                          :           :                       :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
       :                          :           :                       :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       :        +- AQEShuffleRead coalesced
       :                          :           :                       :           +- ShuffleQueryStage 12                                                                                                                                                                                                                                                                                                                                                                                                                       :                          :           :                       :           +- ShuffleQueryStage 12
       :                          :           :                       :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                    :                          :           :                       :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
       :                          :           :                       :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                       :                          :           :                       :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
       :                          :           :                       :                    +- *(9) Project [day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                      :                          :           :                       :                    +- *(9) Project [day_col#19677]
       :                          :           :                       :                       +- *(9) Filter isnotnull(day_col#19677)                                                                                                                                                                                                                                                                                                                                                                                           :                          :           :                       :                       +- *(9) Filter isnotnull(day_col#19677)
       :                          :           :                       :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                     :                          :           :                       :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
       :                          :           :                       +- HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])                                                                                                                                                                                                                                                                                                                                                                :                          :           :                       +- HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])
       :                          :           :                          +- ShuffleQueryStage 13                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :           :                          +- ShuffleQueryStage 13
       :                          :           :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]                                                                                                                                                                                                                                                                                                                                                             :                          :           :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]
       :                          :           :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])                                                                                                                                                                                                                                                                                                                                                               :                          :           :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])
       :                          :           :                                   +- *(10) Project [day_col#19682]                                                                                                                                                                                                                                                                                                                                                                                                              :                          :           :                                   +- *(10) Project [day_col#19682]
       :                          :           :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))                                                                                                                                                                                                                                                                                                                                                      :                          :           :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))
       :                          :           :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                              :                          :           :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
       :                          :           +- Sort [city0#19586 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :           +- Sort [city0#19586 ASC NULLS FIRST], false, 0
       :                          :              +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])                                                                                                                                                                                                                                                                                                                                                                                           :                          :              +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])
       :                          :                 +- ShuffleQueryStage 14                                                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :                 +- ShuffleQueryStage 14
       :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]                                                                                                                                                                                                                                                                                                                                                                                    :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]
       :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])                                                                                                                                                                                                                                                                                                                                                                                        :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])
       :                          :                          +- *(11) Project [city#19691 AS city0#19586]                                                                                                                                                                                                                                                                                                                                                                                                                       :                          :                          +- *(11) Project [city#19691 AS city0#19586]
       :                          :                             +- *(11) Filter isnotnull(city#19691)                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :                             +- *(11) Filter isnotnull(city#19691)
       :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                         :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []
       :                          +- Sort [brand_name0#19589 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                         :                          +- Sort [brand_name0#19589 ASC NULLS FIRST], false, 0
       :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                     :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])
       :                                +- ShuffleQueryStage 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                 :                                +- ShuffleQueryStage 15
       :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]                                                                                                                                                                                                                                                                                                                                                                                          :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]
       :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                        :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])
       :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]                                                                                                                                                                                                                                                                                                                                                                                                                       :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]
       :                                            +- *(12) Filter isnotnull(brand_name#19697)                                                                                                                                                                                                                                                                                                                                                                                                                                 :                                            +- *(12) Filter isnotnull(brand_name#19697)
       :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                         :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
       +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                         +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=74789]                                                                                                                                                                                                                                                                                                                                                                                                                   +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=76381]
             +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                          +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=74787]                                                                                                                                                                                                                                                                                                                                                                                                 +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=76377]
                   +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                             +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])
                      +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                              +- Project [city0#19605, day_col0#19606, brand_name0#19608]
                         +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                         +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner
                            :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :- Sort [product_id#19706L ASC NULLS FIRST], false, 0
!                           :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=74782]                                                                                                                                                                                                                                                                                                                                                                                                                           :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=76369]
                            :     +- Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                                                        :     +- Project [product_id#19706L, city0#19605, day_col0#19606]
                            :        +- BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                   :        +- BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false
                            :           :- Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                                        :           :- Project [product_id#19706L, f2#19604, city0#19605]
!                           :           :  +- SortMergeJoin [buyer_id#19704L], [user_id#19709L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                               :           :  +- BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false
!                           :           :     :- Sort [buyer_id#19704L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                    :           :     :- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76362]
                            :           :     :  +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :           :     :  +- ShuffleQueryStage 16
                            :           :     :     +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                                                        :           :     :     +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]
                            :           :     :        +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                                                  :           :     :        +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]
                            :           :     :           +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                                                     :           :     :           +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))
                            :           :     :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                              :           :     :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :     +- Sort [user_id#19709L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                     :           :     +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :        +- Exchange hashpartitioning(user_id#19709L, 8192), ENSURE_REQUIREMENTS, [plan_id=74562]                                                                                                                                                                                                                                                                                                                                                                                                            :           :        +- ShuffleQueryStage 17
!                           :           :           +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                         :           :           +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]
!                           :           :              +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :           :              +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :                 +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                                      :           :                 +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]
!                           :           :                    +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                          :           :                    +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))
!                           :           :                       +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                         :           :                       +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :                          +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                                             :           +- BroadcastQueryStage 25
!                           :           :                             +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                      :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]
!                           :           +- BroadcastQueryStage 25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :                 +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])
!                           :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]                                                                                                                                                                                                                                                                                                                                                                                    :                    +- AQEShuffleRead coalesced
!                           :                 +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                                     :                       +- ShuffleQueryStage 19
!                           :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                         :                          +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!                           :                       +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                          +- Sort [product_id#19719L ASC NULLS FIRST], false, 0
!                           :                          +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                          +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=76370]
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                          +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])
!                              +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=74574]                                                                                                                                                                                                                                                                                                                                                                                                                                    +- ShuffleQueryStage 20
!                                 +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                                                                      +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]
!                                    +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])
!                                       +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                                                                  +- *(16) Project [brand_name#19724, product_id#19719L]
!                                          +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                                                                 +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))
!                                             +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                                                                         +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!                                                +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                           
!                                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                           
24/01/03 13:52:20 INFO ShufflePartitionsUtil: For shuffle(362), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:20 INFO SparkContext: Starting job: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 563 started with 2 stages, 9 active jobs running
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1280.0 started with 1 tasks, 9 active stages running
24/01/03 13:52:20 INFO DAGScheduler: Job 563 finished: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266, took 0.042908 s
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1280, 0); Name: '$anonfun$withThreadLocalCaptured$1 at FutureTask.java:266'; Status: succeeded; numTasks: 1; Took: 42 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 3, mean: 289.333333, stdev: 194.902255, max: 513.000000, min: 38.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	38.0 ms	38.0 ms	38.0 ms	38.0 ms	317.0 ms	513.0 ms	513.0 ms	513.0 ms	513.0 ms
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 3, mean: 3201763.000000, stdev: 2314030.751947, max: 5388855.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	4.0 MiB	5.1 MiB	5.1 MiB	5.1 MiB	5.1 MiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 3, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 WARN SparkConf: The configuration key 'spark.blacklist.enabled' has been deprecated as of Spark 3.1.0 and may be removed in the future. Please use spark.excludeOnFailure.enabled
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 3, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 3, mean: 86967.333333, stdev: 118323.655010, max: 254302.000000, min: 3049.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.5 KiB	248.3 KiB	248.3 KiB	248.3 KiB	248.3 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 3, mean: 88.651322, stdev: 10.592914, max: 96.686160, min: 73.684211)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	74 %	74 %	74 %	74 %	96 %	97 %	97 %	97 %	97 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 3, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 3, mean: 11.348678, stdev: 10.592914, max: 26.315789, min: 3.313840)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 3 %	 3 %	 3 %	 3 %	 4 %	26 %	26 %	26 %	26 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 563 succeeded, 8 active jobs running
24/01/03 13:52:20 INFO MemoryStore: Block broadcast_1234_piece0 stored as bytes in memory (estimated size 436.2 KiB, free 4.1 GiB)
24/01/03 13:52:20 INFO SparkContext: Created broadcast 1234 from $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1278, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 170 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 2, mean: 355.500000, stdev: 187.500000, max: 543.000000, min: 168.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	168.0 ms	168.0 ms	168.0 ms	168.0 ms	543.0 ms	543.0 ms	543.0 ms	543.0 ms	543.0 ms
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 2, mean: 3003134.000000, stdev: 2386273.000000, max: 5389407.000000, min: 616861.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	602.4 KiB	602.4 KiB	602.4 KiB	602.4 KiB	5.1 MiB	5.1 MiB	5.1 MiB	5.1 MiB	5.1 MiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 2, mean: 4954.500000, stdev: 1446.500000, max: 6401.000000, min: 3508.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	3.4 KiB	3.4 KiB	3.4 KiB	3.4 KiB	6.3 KiB	6.3 KiB	6.3 KiB	6.3 KiB	6.3 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 2, mean: 96.492699, stdev: 1.849842, max: 98.342541, min: 94.642857)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	95 %	95 %	95 %	95 %	98 %	98 %	98 %	98 %	98 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 2, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 2, mean: 3.507301, stdev: 1.849842, max: 5.357143, min: 1.657459)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 2 %	 2 %	 2 %	 2 %	 5 %	 5 %	 5 %	 5 %	 5 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 562 succeeded, 7 active jobs running
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1266, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 818 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 3, mean: 666.333333, stdev: 115.300573, max: 817.000000, min: 537.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	537.0 ms	537.0 ms	537.0 ms	537.0 ms	645.0 ms	817.0 ms	817.0 ms	817.0 ms	817.0 ms
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 3, mean: 3915703.333333, stdev: 2773913.069517, max: 6330991.000000, min: 30994.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	5.1 MiB	6.0 MiB	6.0 MiB	6.0 MiB	6.0 MiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 3, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 3, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 3, mean: 4176.666667, stdev: 915.400216, max: 5471.000000, min: 3508.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	3.4 KiB	3.4 KiB	3.4 KiB	3.4 KiB	3.5 KiB	5.3 KiB	5.3 KiB	5.3 KiB	5.3 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 3, mean: 98.196366, stdev: 1.234564, max: 99.069767, min: 96.450428)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	96 %	96 %	96 %	96 %	99 %	99 %	99 %	99 %	99 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 3, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 3, mean: 1.803634, stdev: 1.234564, max: 3.549572, min: 0.930233)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 1 %	 1 %	 1 %	 1 %	 1 %	 4 %	 4 %	 4 %	 4 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 553 succeeded, 6 active jobs running
24/01/03 13:52:20 INFO ShufflePartitionsUtil: For shuffle(359), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:20 INFO CodeGenerator: Code generated in 14.850258 ms
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 564 started with 2 stages, 7 active jobs running
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1282.0 started with 1 tasks, 7 active stages running
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1282, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 90 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 1, mean: 87.000000, stdev: 0.000000, max: 87.000000, min: 87.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	87.0 ms	87.0 ms	87.0 ms	87.0 ms	87.0 ms	87.0 ms	87.0 ms	87.0 ms	87.0 ms
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 33635.000000, stdev: 0.000000, max: 33635.000000, min: 33635.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	32.8 KiB	32.8 KiB	32.8 KiB	32.8 KiB	32.8 KiB	32.8 KiB	32.8 KiB	32.8 KiB	32.8 KiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 1, mean: 30994.000000, stdev: 0.000000, max: 30994.000000, min: 30994.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB	30.3 KiB
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 1, mean: 11680.000000, stdev: 0.000000, max: 11680.000000, min: 11680.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	11.4 KiB	11.4 KiB	11.4 KiB	11.4 KiB	11.4 KiB	11.4 KiB	11.4 KiB	11.4 KiB	11.4 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 80.459770, stdev: 0.000000, max: 80.459770, min: 80.459770)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	80 %	80 %	80 %	80 %	80 %	80 %	80 %	80 %	80 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 1, mean: 19.540230, stdev: 0.000000, max: 19.540230, min: 19.540230)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	20 %	20 %	20 %	20 %	20 %	20 %	20 %	20 %	20 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 564 succeeded, 6 active jobs running
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1268, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 5; Took: 1286 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 1, mean: 1283.000000, stdev: 0.000000, max: 1283.000000, min: 1283.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	1.3 s	1.3 s	1.3 s	1.3 s	1.3 s	1.3 s	1.3 s	1.3 s	1.3 s
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 1206733.000000, stdev: 0.000000, max: 1206733.000000, min: 1206733.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	1178.5 KiB	1178.5 KiB	1178.5 KiB	1178.5 KiB	1178.5 KiB	1178.5 KiB	1178.5 KiB	1178.5 KiB	1178.5 KiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 1, mean: 3778.000000, stdev: 0.000000, max: 3778.000000, min: 3778.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	3.7 KiB	3.7 KiB	3.7 KiB	3.7 KiB	3.7 KiB	3.7 KiB	3.7 KiB	3.7 KiB	3.7 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 98.674981, stdev: 0.000000, max: 98.674981, min: 98.674981)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 1, mean: 1.325019, stdev: 0.000000, max: 1.325019, min: 1.325019)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 555 succeeded, 5 active jobs running
24/01/03 13:52:20 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                               +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
    +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                     +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter
       :- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :- LocalLimit 1001
       :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                        :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
       :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                               :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter
       :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0
!      :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=76355]                                                                                                                                                                                                                                                                                                                                                                                                             :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=77884]
       :        :     +- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              :        :     +- LocalLimit 1001
       :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                                :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
!      :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=76310]                                                                                                                                                                                                                                                                                                                                                                                     :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=77843]
       :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                                 :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
       :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]
       :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
       :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0
!      :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=76303]                                                                                                                                                                                                                                                                                                                                                                                                        :        :                       :  +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=77836]
       :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                                              :        :                       :     +- Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
       :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :        +- SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
       :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :           :- Sort [f3#19549L ASC NULLS FIRST], false, 0
       :        :                       :           :  +- ShuffleQueryStage 26                                                                                                                                                                                                                                                                                                                                                                                                                                                        :        :                       :           :  +- ShuffleQueryStage 26
       :        :                       :           :     +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :           :     +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
       :        :                       :           :        +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                                        :        :                       :           :        +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
       :        :                       :           :           +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false                                                                                                                                                                                                                                                                                                                                                 :        :                       :           :           +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
       :        :                       :           :              :- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                       :           :              :- AQEShuffleRead local
       :        :                       :           :              :  +- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                       :           :              :  +- ShuffleQueryStage 0
       :        :                       :           :              :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                                           :        :                       :           :              :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
       :        :                       :           :              :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                                             :        :                       :           :              :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
       :        :                       :           :              :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                                 :        :                       :           :              :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
       :        :                       :           :              :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                                        :        :                       :           :              :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
       :        :                       :           :              +- BroadcastQueryStage 21                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                       :           :              +- BroadcastQueryStage 21
       :        :                       :           :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                                                                                                          :        :                       :           :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
       :        :                       :           :                    +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                      :        :                       :           :                    +- AQEShuffleRead local
       :        :                       :           :                       +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :           :                       +- ShuffleQueryStage 1
       :        :                       :           :                          +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                                  :        :                       :           :                          +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
       :        :                       :           :                             +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                                          :        :                       :           :                             +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
       :        :                       :           :                                +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                                          :        :                       :           :                                +- *(2) Filter isnotnull(day_col#19632)
       :        :                       :           :                                   +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                    :        :                       :           :                                   +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :           +- Sort [f1#19552L ASC NULLS FIRST], false, 0
       :        :                       :              +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :              +- ShuffleQueryStage 2
       :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                                         :        :                       :                 +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
       :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                                       :        :                       :                    +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
       :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                       :                       +- *(3) Filter isnotnull(product_id#19637L)
       :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                :        :                       :                          +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0
       :        :                          +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                          +- ShuffleQueryStage 3
       :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                                     :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
       :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
       :        :                                   +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                                   +- *(4) Filter isnotnull(user_id#19645L)
       :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                        :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0
!      :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=77460]                                                                                                                                                                                                                                                                                                                                                                                                             :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=77885]
       :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])                                                                                                                                                                                                                                                                                                                                                           :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])
       :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])                                                                                                                                                                                                                                                                                                                 :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])
       :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]                                                                                                                                                                                                                                                                                                                                                                                                                                    :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]
!      :                       +- SortMergeJoin [brand_name#19581], [brand_name0#19589], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                        :                       +- BroadcastHashJoin [brand_name#19581], [brand_name0#19589], Inner, BuildRight, false
!      :                          :- Sort [brand_name#19581 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]
!      :                          :  +- Exchange hashpartitioning(brand_name#19581, 8192), ENSURE_REQUIREMENTS, [plan_id=77454]                                                                                                                                                                                                                                                                                                                                                                                                       :                          :  +- SortMergeJoin [city#19582], [city0#19586], Inner
!      :                          :     +- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :- Sort [city#19582 ASC NULLS FIRST], false, 0
!      :                          :        +- SortMergeJoin [city#19582], [city0#19586], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :     :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=77871]
!      :                          :           :- Sort [city#19582 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]
!      :                          :           :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=77450]                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner
!      :                          :           :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]                                                                                                                                                                                                                                                                                                                                                                                                             :                          :     :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0
!      :                          :           :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner                                                                                                                                                                                                                                                                                                                                                                                                                       :                          :     :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=77864]
!      :                          :           :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :     :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])
!      :                          :           :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=76331]                                                                                                                                                                                                                                                                                                                                                                                  :                          :     :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=77860]
!      :                          :           :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])                                                                                                                                                                                                                                                                                                          :                          :     :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])
!      :                          :           :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=76327]                                                                                                                                                                                                                                                                                                                                              :                          :     :           :              +- Project [day_col#19659, brand_name#19669, city#19676]
!      :                          :           :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])                                                                                                                                                                                                                                                                                          :                          :     :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter
!      :                          :           :           :              +- Project [day_col#19659, brand_name#19669, city#19676]                                                                                                                                                                                                                                                                                                                                                                                                     :                          :     :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0
!      :                          :           :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                      :                          :     :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=77853]
!      :                          :           :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]
!      :                          :           :           :                    :  +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=76320]                                                                                                                                                                                                                                                                                                                                                                 :                          :     :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter
!      :                          :           :           :                    :     +- Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]                                                                                                                                                                                                                                                                                                                                                                       :                          :     :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :        +- SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :           :                    :           :  +- ShuffleQueryStage 28
!      :                          :           :           :                    :           :- Sort [f3#19570L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :           :                    :           :     +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
!      :                          :           :           :                    :           :  +- ShuffleQueryStage 28                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :           :     +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                      :                          :     :           :                    :              +- ShuffleQueryStage 9
!      :                          :           :           :                    :           +- Sort [f1#19573L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
!      :                          :           :           :                    :              +- ShuffleQueryStage 9                                                                                                                                                                                                                                                                                                                                                                                                                  :                          :     :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0
!      :                          :           :           :                    :                 +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                    :                          :     :           :                       +- ShuffleQueryStage 11
!      :                          :           :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
!      :                          :           :           :                       +- ShuffleQueryStage 11                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :     :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0
!      :                          :           :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                      :                          :     :              +- ShuffleQueryStage 30
!      :                          :           :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :     :                 +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=77433]
!      :                          :           :              +- ShuffleQueryStage 30                                                                                                                                                                                                                                                                                                                                                                                                                                                  :                          :     :                    +- *(21) Project [day_col#19682 AS day_col0#19585, day_col#19677]
!      :                          :           :                 +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=77433]                                                                                                                                                                                                                                                                                                                                                                               :                          :     :                       +- *(21) BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))
!      :                          :           :                    +- *(21) Project [day_col#19682 AS day_col0#19585, day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                  :                          :     :                          :- BroadcastQueryStage 24
!      :                          :           :                       +- *(21) BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))                                                                                                                                                                                                                                                                                                                                        :                          :     :                          :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]
!      :                          :           :                          :- BroadcastQueryStage 24                                                                                                                                                                                                                                                                                                                                                                                                                                    :                          :     :                          :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :           :                          :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]                                                                                                                                                                                                                                                                                                                                                                                               :                          :     :                          :        +- AQEShuffleRead coalesced
!      :                          :           :                          :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                     :                          :     :                          :           +- ShuffleQueryStage 12
!      :                          :           :                          :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                         :                          :     :                          :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!      :                          :           :                          :           +- ShuffleQueryStage 12                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :                          :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :           :                          :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                       :                          :     :                          :                    +- *(9) Project [day_col#19677]
!      :                          :           :                          :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                          :                          :     :                          :                       +- *(9) Filter isnotnull(day_col#19677)
!      :                          :           :                          :                    +- *(9) Project [day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                         :                          :     :                          :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :           :                          :                       +- *(9) Filter isnotnull(day_col#19677)                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :                          +- *(21) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])
!      :                          :           :                          :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                        :                          :     :                             +- AQEShuffleRead coalesced
!      :                          :           :                          +- *(21) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])                                                                                                                                                                                                                                                                                                                                                             :                          :     :                                +- ShuffleQueryStage 13
!      :                          :           :                             +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                               :                          :     :                                   +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]
!      :                          :           :                                +- ShuffleQueryStage 13                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :                                      +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])
!      :                          :           :                                   +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]                                                                                                                                                                                                                                                                                                                                                             :                          :     :                                         +- *(10) Project [day_col#19682]
!      :                          :           :                                      +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])                                                                                                                                                                                                                                                                                                                                                               :                          :     :                                            +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))
!      :                          :           :                                         +- *(10) Project [day_col#19682]                                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :                                               +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :           :                                            +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))                                                                                                                                                                                                                                                                                                                                                      :                          :     +- Sort [city0#19586 ASC NULLS FIRST], false, 0
!      :                          :           :                                               +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                              :                          :        +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])
!      :                          :           +- Sort [city0#19586 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                         :                          :           +- ShuffleQueryStage 14
!      :                          :              +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])                                                                                                                                                                                                                                                                                                                                                                                                 :                          :              +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]
!      :                          :                 +- ShuffleQueryStage 14                                                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :                 +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])
!      :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]                                                                                                                                                                                                                                                                                                                                                                                          :                          :                    +- *(11) Project [city#19691 AS city0#19586]
!      :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])                                                                                                                                                                                                                                                                                                                                                                                              :                          :                       +- *(11) Filter isnotnull(city#19691)
!      :                          :                          +- *(11) Project [city#19691 AS city0#19586]                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :                             +- *(11) Filter isnotnull(city#19691)                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=77877]
!      :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                               :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])
!      :                          +- Sort [brand_name0#19589 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                               :                                +- ShuffleQueryStage 15
!      :                             +- HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                           :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]
!      :                                +- ShuffleQueryStage 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                       :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])
!      :                                   +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]                                                                                                                                                                                                                                                                                                                                                                                                :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]
!      :                                      +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                              :                                            +- *(12) Filter isnotnull(brand_name#19697)
!      :                                         +- *(12) Project [brand_name#19697 AS brand_name0#19589]                                                                                                                                                                                                                                                                                                                                                                                                                             :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                                            +- *(12) Filter isnotnull(brand_name#19697)                                                                                                                                                                                                                                                                                                                                                                                                                                       +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0
!      :                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                                  +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=77904]
!      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=76525]                                                                                                                                                                                                                                                                                                                                                                                                                               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=77900]
!            +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                                      +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=76523]                                                                                                                                                                                                                                                                                                                                                                                                             +- Project [city0#19605, day_col0#19606, brand_name0#19608]
!                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                                         +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner
!                     +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :- Sort [product_id#19706L ASC NULLS FIRST], false, 0
!                        +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=77892]
!                           :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :     +- Project [product_id#19706L, city0#19605, day_col0#19606]
!                           :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=76518]                                                                                                                                                                                                                                                                                                                                                                                                                                 :        +- BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false
!                           :     +- Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                                                              :           :- Project [product_id#19706L, f2#19604, city0#19605]
!                           :        +- BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                         :           :  +- BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false
!                           :           :- Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                                              :           :     :- BroadcastQueryStage 29
!                           :           :  +- BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false                                                                                                                                                                                                                                                                                                                                                                                                                               :           :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]
!                           :           :     :- BroadcastQueryStage 29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :           :     :     +- AQEShuffleRead local
!                           :           :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]                                                                                                                                                                                                                                                                                                                                                                                                     :           :     :        +- ShuffleQueryStage 16
!                           :           :     :     +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :           :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]
!                           :           :     :        +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :           :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]
!                           :           :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                                                        :           :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))
!                           :           :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                                                  :           :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                                                     :           :     +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                              :           :        +- ShuffleQueryStage 17
!                           :           :     +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                                     :           :           +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]
!                           :           :        +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   :           :              +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :           +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                                                  :           :                 +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]
!                           :           :              +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                      :           :                    +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))
!                           :           :                 +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                     :           :                       +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :                    +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                                                         :           +- BroadcastQueryStage 25
!                           :           :                       +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                  :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]
!                           :           +- BroadcastQueryStage 25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :                 +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])
!                           :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]                                                                                                                                                                                                                                                                                                                                                                                          :                    +- AQEShuffleRead coalesced
!                           :                 +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                                           :                       +- ShuffleQueryStage 19
!                           :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :                          +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!                           :                       +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- Sort [product_id#19719L ASC NULLS FIRST], false, 0
!                           :                          +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                                +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=77893]
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])
!                              +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=76370]                                                                                                                                                                                                                                                                                                                                                                                                                                          +- ShuffleQueryStage 20
!                                 +- HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                                                                            +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]
!                                    +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])
!                                       +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                                                                        +- *(16) Project [brand_name#19724, product_id#19719L]
!                                          +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                                                                       +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))
!                                             +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                                                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!                                                +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                                 
!                                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                 
24/01/03 13:52:20 INFO ShufflePartitionsUtil: For shuffle(361), advisory target size: 268435456, actual target size 6646410, minimum partition size: 1048576
24/01/03 13:52:20 INFO CodeGenerator: Code generated in 14.782822 ms
24/01/03 13:52:20 INFO SparkContext: Starting job: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 565 started with 2 stages, 6 active jobs running
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1284.0 started with 1 tasks, 6 active stages running
24/01/03 13:52:20 INFO SQLOperationListener: Finished stage: Stage(1263, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 5; Took: 1419 msec
24/01/03 13:52:20 INFO StatsReportListener: task runtime:(count: 1, mean: 1413.000000, stdev: 0.000000, max: 1413.000000, min: 1413.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	1.4 s	1.4 s	1.4 s	1.4 s	1.4 s	1.4 s	1.4 s	1.4 s	1.4 s
24/01/03 13:52:20 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 5612150.000000, stdev: 0.000000, max: 5612150.000000, min: 5612150.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:20 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:20 INFO StatsReportListener: task result size:(count: 1, mean: 3092.000000, stdev: 0.000000, max: 3092.000000, min: 3092.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB
24/01/03 13:52:20 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 97.310686, stdev: 0.000000, max: 97.310686, min: 97.310686)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	97 %	97 %	97 %	97 %	97 %	97 %	97 %	97 %	97 %
24/01/03 13:52:20 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:20 INFO StatsReportListener: other time pct: (count: 1, mean: 2.689314, stdev: 0.000000, max: 2.689314, min: 2.689314)
24/01/03 13:52:20 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:20 INFO StatsReportListener: 	 3 %	 3 %	 3 %	 3 %	 3 %	 3 %	 3 %	 3 %	 3 %
24/01/03 13:52:20 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 550 succeeded, 5 active jobs running
24/01/03 13:52:21 INFO ShufflePartitionsUtil: For shuffle(365, 356), advisory target size: 268435456, actual target size 27532262, minimum partition size: 1048576
24/01/03 13:52:21 INFO ShufflePartitionsUtil: For shuffle(365, 356), advisory target size: 268435456, actual target size 27532262, minimum partition size: 1048576
24/01/03 13:52:21 INFO CodeGenerator: Code generated in 7.634041 ms
24/01/03 13:52:21 INFO CodeGenerator: Code generated in 6.172708 ms
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 566 started with 4 stages, 6 active jobs running
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1288.0 started with 1 tasks, 6 active stages running
24/01/03 13:52:21 INFO CodeGenerator: Code generated in 7.160929 ms
24/01/03 13:52:21 INFO CodeGenerator: Code generated in 6.332446 ms
24/01/03 13:52:21 INFO CodeGenerator: Code generated in 6.225467 ms
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 567 started with 4 stages, 7 active jobs running
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1289.0 started with 1 tasks, 7 active stages running
24/01/03 13:52:21 INFO SQLOperationListener: Finished stage: Stage(1271, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 5; Took: 1557 msec
24/01/03 13:52:21 INFO StatsReportListener: task runtime:(count: 1, mean: 1555.000000, stdev: 0.000000, max: 1555.000000, min: 1555.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	1.6 s	1.6 s	1.6 s	1.6 s	1.6 s	1.6 s	1.6 s	1.6 s	1.6 s
24/01/03 13:52:21 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 5612182.000000, stdev: 0.000000, max: 5612182.000000, min: 5612182.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB	5.4 MiB
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:21 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:21 INFO StatsReportListener: task result size:(count: 1, mean: 3551.000000, stdev: 0.000000, max: 3551.000000, min: 3551.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB
24/01/03 13:52:21 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 99.163987, stdev: 0.000000, max: 99.163987, min: 99.163987)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:21 INFO StatsReportListener: other time pct: (count: 1, mean: 0.836013, stdev: 0.000000, max: 0.836013, min: 0.836013)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 558 succeeded, 6 active jobs running
24/01/03 13:52:21 INFO ShufflePartitionsUtil: For shuffle(364), advisory target size: 268435456, actual target size 26910720, minimum partition size: 1048576
24/01/03 13:52:21 INFO CodeGenerator: Code generated in 13.010791 ms
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 568 started with 2 stages, 7 active jobs running
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1291.0 started with 1 tasks, 7 active stages running
24/01/03 13:52:21 INFO SQLOperationListener: Finished stage: Stage(1284, 0); Name: '$anonfun$withThreadLocalCaptured$1 at FutureTask.java:266'; Status: succeeded; numTasks: 1; Took: 278 msec
24/01/03 13:52:21 INFO DAGScheduler: Job 565 finished: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266, took 0.280017 s
24/01/03 13:52:21 INFO StatsReportListener: task runtime:(count: 1, mean: 275.000000, stdev: 0.000000, max: 275.000000, min: 275.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	275.0 ms	275.0 ms	275.0 ms	275.0 ms	275.0 ms	275.0 ms	275.0 ms	275.0 ms	275.0 ms
24/01/03 13:52:21 WARN SparkConf: The configuration key 'spark.blacklist.enabled' has been deprecated as of Spark 3.1.0 and may be removed in the future. Please use spark.excludeOnFailure.enabled
24/01/03 13:52:21 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:21 INFO StatsReportListener: remote bytes read:(count: 1, mean: 4036864.000000, stdev: 0.000000, max: 4036864.000000, min: 4036864.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	3.8 MiB	3.8 MiB	3.8 MiB	3.8 MiB	3.8 MiB	3.8 MiB	3.8 MiB	3.8 MiB	3.8 MiB
24/01/03 13:52:21 INFO StatsReportListener: task result size:(count: 1, mean: 1329988.000000, stdev: 0.000000, max: 1329988.000000, min: 1329988.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	1298.8 KiB	1298.8 KiB	1298.8 KiB	1298.8 KiB	1298.8 KiB	1298.8 KiB	1298.8 KiB	1298.8 KiB	1298.8 KiB
24/01/03 13:52:21 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 93.090909, stdev: 0.000000, max: 93.090909, min: 93.090909)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	93 %	93 %	93 %	93 %	93 %	93 %	93 %	93 %	93 %
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:21 INFO StatsReportListener: other time pct: (count: 1, mean: 6.909091, stdev: 0.000000, max: 6.909091, min: 6.909091)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 7 %	 7 %	 7 %	 7 %	 7 %	 7 %	 7 %	 7 %	 7 %
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 565 succeeded, 6 active jobs running
24/01/03 13:52:21 INFO MemoryStore: Block broadcast_1240_piece0 stored as bytes in memory (estimated size 2.1 MiB, free 4.1 GiB)
24/01/03 13:52:21 INFO SparkContext: Created broadcast 1240 from $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:21 INFO SQLOperationListener: Finished stage: Stage(1267, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 1763 msec
24/01/03 13:52:21 INFO StatsReportListener: task runtime:(count: 1, mean: 1762.000000, stdev: 0.000000, max: 1762.000000, min: 1762.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	1.8 s	1.8 s	1.8 s	1.8 s	1.8 s	1.8 s	1.8 s	1.8 s	1.8 s
24/01/03 13:52:21 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 508.000000, stdev: 0.000000, max: 508.000000, min: 508.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:21 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:21 INFO StatsReportListener: task result size:(count: 1, mean: 3586.000000, stdev: 0.000000, max: 3586.000000, min: 3586.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB
24/01/03 13:52:21 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 99.489217, stdev: 0.000000, max: 99.489217, min: 99.489217)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:21 INFO StatsReportListener: other time pct: (count: 1, mean: 0.510783, stdev: 0.000000, max: 0.510783, min: 0.510783)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 554 succeeded, 5 active jobs running
24/01/03 13:52:21 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                               +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
    +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                     +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter
       :- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :- LocalLimit 1001
       :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                        :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
       :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                               :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter
       :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0
!      :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=78294]                                                                                                                                                                                                                                                                                                                                                                                                             :        :  +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=78956]
       :        :     +- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              :        :     +- LocalLimit 1001
       :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                                :        :        +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
!      :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=78291]                                                                                                                                                                                                                                                                                                                                                                                     :        :           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=78925]
       :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                                 :        :              +- HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
       :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                 +- Project [brand_name#19642, day_col#19632, city#19649]
       :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                    +- SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
       :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :- Sort [f3#19554L ASC NULLS FIRST], false, 0
       :        :                       :  +- ShuffleQueryStage 32                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :  +- ShuffleQueryStage 32
       :        :                       :     +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :     +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]
       :        :                       :        +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :        +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
       :        :                       :           +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                        :        :                       :           +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
       :        :                       :              :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                       :              :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0
       :        :                       :              :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :              :  +- AQEShuffleRead coalesced
       :        :                       :              :     +- ShuffleQueryStage 26                                                                                                                                                                                                                                                                                                                                                                                                                                                  :        :                       :              :     +- ShuffleQueryStage 26
       :        :                       :              :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :              :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
       :        :                       :              :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                                  :        :                       :              :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
       :        :                       :              :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false                                                                                                                                                                                                                                                                                                                                           :        :                       :              :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
       :        :                       :              :                 :- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                      :        :                       :              :                 :- AQEShuffleRead local
       :        :                       :              :                 :  +- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :              :                 :  +- ShuffleQueryStage 0
       :        :                       :              :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                                     :        :                       :              :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
       :        :                       :              :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                                       :        :                       :              :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
       :        :                       :              :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                           :        :                       :              :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
       :        :                       :              :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                                  :        :                       :              :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
       :        :                       :              :                 +- BroadcastQueryStage 21                                                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :              :                 +- BroadcastQueryStage 21
       :        :                       :              :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                                                                                                    :        :                       :              :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
       :        :                       :              :                       +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                :        :                       :              :                       +- AQEShuffleRead local
       :        :                       :              :                          +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                              :        :                       :              :                          +- ShuffleQueryStage 1
       :        :                       :              :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                            :        :                       :              :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
       :        :                       :              :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :              :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
       :        :                       :              :                                   +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                                    :        :                       :              :                                   +- *(2) Filter isnotnull(day_col#19632)
       :        :                       :              :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                              :        :                       :              :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       :              +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                       :              +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0
       :        :                       :                 +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :                 +- AQEShuffleRead coalesced
       :        :                       :                    +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :                    +- ShuffleQueryStage 2
       :        :                       :                       +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                                   :        :                       :                       +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
       :        :                       :                          +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       :                          +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
       :        :                       :                             +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                       :                             +- *(3) Filter isnotnull(product_id#19637L)
       :        :                       :                                +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                          :        :                       :                                +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                       +- Sort [f1#19557L ASC NULLS FIRST], false, 0
       :        :                          +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                          +- ShuffleQueryStage 3
       :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                                     :        :                             +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
       :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                                +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
       :        :                                   +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                                   +- *(4) Filter isnotnull(user_id#19645L)
       :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                        :        :                                      +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                      :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0
!      :           +- Exchange hashpartitioning(f1#19592, f3#19594, f5#19596, 8192), ENSURE_REQUIREMENTS, [plan_id=78363]                                                                                                                                                                                                                                                                                                                                                                                                             :           +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])
!      :              +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])                                                                                                                                                                                                                                                                                                                                                           :              +- Exchange hashpartitioning(brand_name#19590, day_col0#19585, city0#19588, 8192), ENSURE_REQUIREMENTS, [plan_id=78952]
       :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])                                                                                                                                                                                                                                                                                                                 :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])
       :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]                                                                                                                                                                                                                                                                                                                                                                                                                                    :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]
       :                       +- BroadcastHashJoin [brand_name#19581], [brand_name0#19589], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                 :                       +- BroadcastHashJoin [brand_name#19581], [brand_name0#19589], Inner, BuildRight, false
       :                          :- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]                                                                                                                                                                                                                                                                                                                                                                                                                :                          :- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]
!      :                          :  +- SortMergeJoin [city#19582], [city0#19586], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                              :                          :  +- BroadcastHashJoin [city#19582], [city0#19586], Inner, BuildRight, false
!      :                          :     :- Sort [city#19582 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]
!      :                          :     :  +- Exchange hashpartitioning(city#19582, 8192), ENSURE_REQUIREMENTS, [plan_id=78355]                                                                                                                                                                                                                                                                                                                                                                                                       :                          :     :  +- SortMergeJoin [day_col#19583], [day_col#19677], Inner
!      :                          :     :     +- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :     :     :- Sort [day_col#19583 ASC NULLS FIRST], false, 0
!      :                          :     :        +- SortMergeJoin [day_col#19583], [day_col#19677], Inner                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :     :     :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=78939]
!      :                          :     :           :- Sort [day_col#19583 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :     :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])
!      :                          :     :           :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=78351]                                                                                                                                                                                                                                                                                                                                                                                        :                          :     :     :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=78935]
!      :                          :     :           :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])                                                                                                                                                                                                                                                                                                                :                          :     :     :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])
!      :                          :     :           :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=78349]                                                                                                                                                                                                                                                                                                                                                    :                          :     :     :              +- Project [day_col#19659, brand_name#19669, city#19676]
!      :                          :     :           :           +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])                                                                                                                                                                                                                                                                                                :                          :     :     :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter
!      :                          :     :           :              +- Project [day_col#19659, brand_name#19669, city#19676]                                                                                                                                                                                                                                                                                                                                                                                                           :                          :     :     :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0
!      :                          :     :           :                 +- SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                            :                          :     :     :                    :  +- ShuffleQueryStage 33
!      :                          :     :           :                    :- Sort [f3#19575L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :     :                    :     +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=78324]
!      :                          :     :           :                    :  +- ShuffleQueryStage 33                                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :     :     :                    :        +- *(28) Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]
!      :                          :     :           :                    :     +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=78324]                                                                                                                                                                                                                                                                                                                                                                    :                          :     :     :                    :           +- *(28) SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter
!      :                          :     :           :                    :        +- *(28) Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]                                                                                                                                                                                                                                                                                                                                                                    :                          :     :     :                    :              :- *(26) Sort [f3#19570L ASC NULLS FIRST], false, 0
!      :                          :     :           :                    :           +- *(28) SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                       :                          :     :     :                    :              :  +- AQEShuffleRead coalesced
!      :                          :     :           :                    :              :- *(26) Sort [f3#19570L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                           :                          :     :     :                    :              :     +- ShuffleQueryStage 28
!      :                          :     :           :                    :              :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :     :                    :              :        +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
!      :                          :     :           :                    :              :     +- ShuffleQueryStage 28                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :     :                    :              +- *(27) Sort [f1#19573L ASC NULLS FIRST], false, 0
!      :                          :     :           :                    :              :        +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                      :                          :     :     :                    :                 +- AQEShuffleRead coalesced
!      :                          :     :           :                    :              +- *(27) Sort [f1#19573L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                           :                          :     :     :                    :                    +- ShuffleQueryStage 9
!      :                          :     :           :                    :                 +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :     :                    :                       +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
!      :                          :     :           :                    :                    +- ShuffleQueryStage 9                                                                                                                                                                                                                                                                                                                                                                                                                  :                          :     :     :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0
!      :                          :     :           :                    :                       +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                    :                          :     :     :                       +- ShuffleQueryStage 11
!      :                          :     :           :                    +- Sort [f1#19578L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :     :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
!      :                          :     :           :                       +- ShuffleQueryStage 11                                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :     :     +- Sort [day_col#19677 ASC NULLS FIRST], false, 0
!      :                          :     :           :                          +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                            :                          :     :        +- ShuffleQueryStage 30
!      :                          :     :           +- Sort [day_col#19677 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :           +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=77433]
!      :                          :     :              +- ShuffleQueryStage 30                                                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :     :              +- *(21) Project [day_col#19682 AS day_col0#19585, day_col#19677]
!      :                          :     :                 +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=77433]                                                                                                                                                                                                                                                                                                                                                                                     :                          :     :                 +- *(21) BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))
!      :                          :     :                    +- *(21) Project [day_col#19682 AS day_col0#19585, day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                        :                          :     :                    :- BroadcastQueryStage 24
!      :                          :     :                       +- *(21) BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))                                                                                                                                                                                                                                                                                                                                              :                          :     :                    :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]
!      :                          :     :                          :- BroadcastQueryStage 24                                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :                    :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :     :                          :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]                                                                                                                                                                                                                                                                                                                                                                                                     :                          :     :                    :        +- AQEShuffleRead coalesced
!      :                          :     :                          :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                           :                          :     :                    :           +- ShuffleQueryStage 12
!      :                          :     :                          :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                               :                          :     :                    :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!      :                          :     :                          :           +- ShuffleQueryStage 12                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :                    :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :     :                          :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                             :                          :     :                    :                    +- *(9) Project [day_col#19677]
!      :                          :     :                          :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                :                          :     :                    :                       +- *(9) Filter isnotnull(day_col#19677)
!      :                          :     :                          :                    +- *(9) Project [day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                               :                          :     :                    :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :     :                          :                       +- *(9) Filter isnotnull(day_col#19677)                                                                                                                                                                                                                                                                                                                                                                                                    :                          :     :                    +- *(21) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])
!      :                          :     :                          :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                              :                          :     :                       +- AQEShuffleRead coalesced
!      :                          :     :                          +- *(21) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])                                                                                                                                                                                                                                                                                                                                                                   :                          :     :                          +- ShuffleQueryStage 13
!      :                          :     :                             +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :     :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]
!      :                          :     :                                +- ShuffleQueryStage 13                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :     :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])
!      :                          :     :                                   +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]                                                                                                                                                                                                                                                                                                                                                                   :                          :     :                                   +- *(10) Project [day_col#19682]
!      :                          :     :                                      +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])                                                                                                                                                                                                                                                                                                                                                                     :                          :     :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))
!      :                          :     :                                         +- *(10) Project [day_col#19682]                                                                                                                                                                                                                                                                                                                                                                                                                    :                          :     :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :     :                                            +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))                                                                                                                                                                                                                                                                                                                                                            :                          :     +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=78945]
!      :                          :     :                                               +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                    :                          :        +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])
!      :                          :     +- Sort [city0#19586 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                               :                          :           +- ShuffleQueryStage 14
!      :                          :        +- HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])                                                                                                                                                                                                                                                                                                                                                                                                       :                          :              +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]
!      :                          :           +- ShuffleQueryStage 14                                                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :                 +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])
!      :                          :              +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]                                                                                                                                                                                                                                                                                                                                                                                                :                          :                    +- *(11) Project [city#19691 AS city0#19586]
!      :                          :                 +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])                                                                                                                                                                                                                                                                                                                                                                                                    :                          :                       +- *(11) Filter isnotnull(city#19691)
!      :                          :                    +- *(11) Project [city#19691 AS city0#19586]                                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :                       +- *(11) Filter isnotnull(city#19691)                                                                                                                                                                                                                                                                                                                                                                                                                                       :                          +- BroadcastQueryStage 31
!      :                          :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                                     :                             +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=77997]
!      :                          +- BroadcastQueryStage 31                                                                                                                                                                                                                                                                                                                                                                                                                                                                           :                                +- *(22) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])
!      :                             +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=77997]                                                                                                                                                                                                                                                                                                                                                                                            :                                   +- AQEShuffleRead coalesced
!      :                                +- *(22) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                  :                                      +- ShuffleQueryStage 15
!      :                                   +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                :                                         +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]
!      :                                      +- ShuffleQueryStage 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                 :                                            +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])
!      :                                         +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]                                                                                                                                                                                                                                                                                                                                                                                          :                                               +- *(12) Project [brand_name#19697 AS brand_name0#19589]
!      :                                            +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                        :                                                  +- *(12) Filter isnotnull(brand_name#19697)
!      :                                               +- *(12) Project [brand_name#19697 AS brand_name0#19589]                                                                                                                                                                                                                                                                                                                                                                                                                       :                                                     +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                                                  +- *(12) Filter isnotnull(brand_name#19697)                                                                                                                                                                                                                                                                                                                                                                                                                                 +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0
!      :                                                     +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                            +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=78974]
!      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=78618]                                                                                                                                                                                                                                                                                                                                                                                                                               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=78970]
!            +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                                      +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=78616]                                                                                                                                                                                                                                                                                                                                                                                                             +- Project [city0#19605, day_col0#19606, brand_name0#19608]
!                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                                         +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner
!                     +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :- Sort [product_id#19706L ASC NULLS FIRST], false, 0
!                        +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=78963]
!                           :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :     +- Project [product_id#19706L, city0#19605, day_col0#19606]
!                           :  +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=77892]                                                                                                                                                                                                                                                                                                                                                                                                                                 :        +- BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false
!                           :     +- Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                                                              :           :- Project [product_id#19706L, f2#19604, city0#19605]
!                           :        +- BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                         :           :  +- BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false
!                           :           :- Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                                              :           :     :- BroadcastQueryStage 29
!                           :           :  +- BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false                                                                                                                                                                                                                                                                                                                                                                                                                               :           :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]
!                           :           :     :- BroadcastQueryStage 29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :           :     :     +- AQEShuffleRead local
!                           :           :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]                                                                                                                                                                                                                                                                                                                                                                                                     :           :     :        +- ShuffleQueryStage 16
!                           :           :     :     +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :           :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]
!                           :           :     :        +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :           :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]
!                           :           :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                                                        :           :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))
!                           :           :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                                                  :           :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                                                     :           :     +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                              :           :        +- ShuffleQueryStage 17
!                           :           :     +- HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                                     :           :           +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]
!                           :           :        +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   :           :              +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :           :           +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                                                  :           :                 +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]
!                           :           :              +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                      :           :                    +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))
!                           :           :                 +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                     :           :                       +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :           :                    +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                                                         :           +- BroadcastQueryStage 25
!                           :           :                       +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                  :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]
!                           :           +- BroadcastQueryStage 25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :                 +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])
!                           :              +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]                                                                                                                                                                                                                                                                                                                                                                                          :                    +- AQEShuffleRead coalesced
!                           :                 +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                                           :                       +- ShuffleQueryStage 19
!                           :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :                          +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!                           :                       +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- Sort [product_id#19719L ASC NULLS FIRST], false, 0
!                           :                          +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                                +- ShuffleQueryStage 34
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=78603]
!                              +- ShuffleQueryStage 34                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              +- *(29) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])
!                                 +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=78603]                                                                                                                                                                                                                                                                                                                                                                                                                                          +- AQEShuffleRead coalesced
!                                    +- *(29) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                                                                      +- ShuffleQueryStage 20
!                                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]
!                                          +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])
!                                             +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                                                                        +- *(16) Project [brand_name#19724, product_id#19719L]
!                                                +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                                                                       +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))
!                                                   +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                                                                               +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!                                                      +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                           
!                                                         +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                           
24/01/03 13:52:21 INFO ShufflePartitionsUtil: For shuffle(360), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:21 INFO CodeGenerator: Code generated in 16.548207 ms
24/01/03 13:52:21 INFO SparkContext: Starting job: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 569 started with 2 stages, 6 active jobs running
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1293.0 started with 1 tasks, 6 active stages running
24/01/03 13:52:21 INFO SQLOperationListener: Finished stage: Stage(1293, 0); Name: '$anonfun$withThreadLocalCaptured$1 at FutureTask.java:266'; Status: succeeded; numTasks: 1; Took: 56 msec
24/01/03 13:52:21 INFO StatsReportListener: task runtime:(count: 1, mean: 53.000000, stdev: 0.000000, max: 53.000000, min: 53.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	53.0 ms	53.0 ms	53.0 ms	53.0 ms	53.0 ms	53.0 ms	53.0 ms	53.0 ms	53.0 ms
24/01/03 13:52:21 INFO DAGScheduler: Job 569 finished: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266, took 0.057679 s
24/01/03 13:52:21 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:21 INFO StatsReportListener: remote bytes read:(count: 1, mean: 508.000000, stdev: 0.000000, max: 508.000000, min: 508.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B	508.0 B
24/01/03 13:52:21 INFO StatsReportListener: task result size:(count: 1, mean: 6085.000000, stdev: 0.000000, max: 6085.000000, min: 6085.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	5.9 KiB	5.9 KiB	5.9 KiB	5.9 KiB	5.9 KiB	5.9 KiB	5.9 KiB	5.9 KiB	5.9 KiB
24/01/03 13:52:21 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 77.358491, stdev: 0.000000, max: 77.358491, min: 77.358491)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	77 %	77 %	77 %	77 %	77 %	77 %	77 %	77 %	77 %
24/01/03 13:52:21 WARN SparkConf: The configuration key 'spark.blacklist.enabled' has been deprecated as of Spark 3.1.0 and may be removed in the future. Please use spark.excludeOnFailure.enabled
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:21 INFO StatsReportListener: other time pct: (count: 1, mean: 22.641509, stdev: 0.000000, max: 22.641509, min: 22.641509)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	23 %	23 %	23 %	23 %	23 %	23 %	23 %	23 %	23 %
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 569 succeeded, 5 active jobs running
24/01/03 13:52:21 INFO MemoryStore: Block broadcast_1242_piece0 stored as bytes in memory (estimated size 291.0 B, free 4.1 GiB)
24/01/03 13:52:21 INFO SparkContext: Created broadcast 1242 from $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:21 INFO SQLOperationListener: Finished stage: Stage(1288, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 448 msec
24/01/03 13:52:21 INFO StatsReportListener: task runtime:(count: 1, mean: 445.000000, stdev: 0.000000, max: 445.000000, min: 445.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	445.0 ms	445.0 ms	445.0 ms	445.0 ms	445.0 ms	445.0 ms	445.0 ms	445.0 ms	445.0 ms
24/01/03 13:52:21 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 848977.000000, stdev: 0.000000, max: 848977.000000, min: 848977.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	829.1 KiB	829.1 KiB	829.1 KiB	829.1 KiB	829.1 KiB	829.1 KiB	829.1 KiB	829.1 KiB	829.1 KiB
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:21 INFO StatsReportListener: remote bytes read:(count: 1, mean: 17952280.000000, stdev: 0.000000, max: 17952280.000000, min: 17952280.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB
24/01/03 13:52:21 INFO StatsReportListener: task result size:(count: 1, mean: 14710.000000, stdev: 0.000000, max: 14710.000000, min: 14710.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB
24/01/03 13:52:21 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 97.977528, stdev: 0.000000, max: 97.977528, min: 97.977528)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	98 %	98 %	98 %	98 %	98 %	98 %	98 %	98 %	98 %
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:21 INFO StatsReportListener: other time pct: (count: 1, mean: 2.022472, stdev: 0.000000, max: 2.022472, min: 2.022472)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 566 succeeded, 4 active jobs running
24/01/03 13:52:21 INFO SQLOperationListener: Finished stage: Stage(1289, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 569 msec
24/01/03 13:52:21 INFO StatsReportListener: task runtime:(count: 1, mean: 567.000000, stdev: 0.000000, max: 567.000000, min: 567.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	567.0 ms	567.0 ms	567.0 ms	567.0 ms	567.0 ms	567.0 ms	567.0 ms	567.0 ms	567.0 ms
24/01/03 13:52:21 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 829990.000000, stdev: 0.000000, max: 829990.000000, min: 829990.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	810.5 KiB	810.5 KiB	810.5 KiB	810.5 KiB	810.5 KiB	810.5 KiB	810.5 KiB	810.5 KiB	810.5 KiB
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:21 INFO StatsReportListener: remote bytes read:(count: 1, mean: 17952280.000000, stdev: 0.000000, max: 17952280.000000, min: 17952280.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB	17.1 MiB
24/01/03 13:52:21 INFO StatsReportListener: task result size:(count: 1, mean: 14710.000000, stdev: 0.000000, max: 14710.000000, min: 14710.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB	14.4 KiB
24/01/03 13:52:21 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 98.059965, stdev: 0.000000, max: 98.059965, min: 98.059965)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	98 %	98 %	98 %	98 %	98 %	98 %	98 %	98 %	98 %
24/01/03 13:52:21 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:21 INFO StatsReportListener: other time pct: (count: 1, mean: 1.940035, stdev: 0.000000, max: 1.940035, min: 1.940035)
24/01/03 13:52:21 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:21 INFO StatsReportListener: 	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %	 2 %
24/01/03 13:52:21 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 567 succeeded, 3 active jobs running
24/01/03 13:52:22 INFO SQLOperationListener: Finished stage: Stage(1291, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 1107 msec
24/01/03 13:52:22 INFO StatsReportListener: task runtime:(count: 1, mean: 1104.000000, stdev: 0.000000, max: 1104.000000, min: 1104.000000)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	1.1 s	1.1 s	1.1 s	1.1 s	1.1 s	1.1 s	1.1 s	1.1 s	1.1 s
24/01/03 13:52:22 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 22308142.000000, stdev: 0.000000, max: 22308142.000000, min: 22308142.000000)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	21.3 MiB	21.3 MiB	21.3 MiB	21.3 MiB	21.3 MiB	21.3 MiB	21.3 MiB	21.3 MiB	21.3 MiB
24/01/03 13:52:22 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:22 INFO StatsReportListener: remote bytes read:(count: 1, mean: 20603148.000000, stdev: 0.000000, max: 20603148.000000, min: 20603148.000000)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	19.6 MiB	19.6 MiB	19.6 MiB	19.6 MiB	19.6 MiB	19.6 MiB	19.6 MiB	19.6 MiB	19.6 MiB
24/01/03 13:52:22 INFO StatsReportListener: task result size:(count: 1, mean: 6247.000000, stdev: 0.000000, max: 6247.000000, min: 6247.000000)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	6.1 KiB	6.1 KiB	6.1 KiB	6.1 KiB	6.1 KiB	6.1 KiB	6.1 KiB	6.1 KiB	6.1 KiB
24/01/03 13:52:22 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 99.275362, stdev: 0.000000, max: 99.275362, min: 99.275362)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %
24/01/03 13:52:22 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:22 INFO StatsReportListener: other time pct: (count: 1, mean: 0.724638, stdev: 0.000000, max: 0.724638, min: 0.724638)
24/01/03 13:52:22 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:22 INFO StatsReportListener: 	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %
24/01/03 13:52:22 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 568 succeeded, 2 active jobs running
24/01/03 13:52:25 INFO SQLOperationListener: Finished stage: Stage(1264, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 5446 msec
24/01/03 13:52:25 INFO StatsReportListener: task runtime:(count: 1, mean: 5443.000000, stdev: 0.000000, max: 5443.000000, min: 5443.000000)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	5.4 s	5.4 s	5.4 s	5.4 s	5.4 s	5.4 s	5.4 s	5.4 s	5.4 s
24/01/03 13:52:25 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 97862424.000000, stdev: 0.000000, max: 97862424.000000, min: 97862424.000000)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	93.3 MiB	93.3 MiB	93.3 MiB	93.3 MiB	93.3 MiB	93.3 MiB	93.3 MiB	93.3 MiB	93.3 MiB
24/01/03 13:52:25 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:25 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:25 INFO StatsReportListener: task result size:(count: 1, mean: 3092.000000, stdev: 0.000000, max: 3092.000000, min: 3092.000000)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB	3.0 KiB
24/01/03 13:52:25 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 99.834650, stdev: 0.000000, max: 99.834650, min: 99.834650)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	100 %	100 %	100 %	100 %	100 %	100 %	100 %	100 %	100 %
24/01/03 13:52:25 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:25 INFO StatsReportListener: other time pct: (count: 1, mean: 0.165350, stdev: 0.000000, max: 0.165350, min: 0.165350)
24/01/03 13:52:25 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:25 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:25 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 551 succeeded, 1 active jobs running
24/01/03 13:52:25 INFO ShufflePartitionsUtil: For shuffle(367, 357), advisory target size: 268435456, actual target size 98709312, minimum partition size: 1048576
24/01/03 13:52:25 INFO ShufflePartitionsUtil: For shuffle(368, 357), advisory target size: 268435456, actual target size 98688120, minimum partition size: 1048576
24/01/03 13:52:25 INFO CodeGenerator: Code generated in 15.42047 ms
24/01/03 13:52:25 INFO CodeGenerator: Code generated in 6.996735 ms
24/01/03 13:52:25 INFO CodeGenerator: Code generated in 7.050325 ms
24/01/03 13:52:25 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 570 started with 6 stages, 2 active jobs running
24/01/03 13:52:25 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1299.0 started with 1 tasks, 2 active stages running
24/01/03 13:52:25 INFO CodeGenerator: Code generated in 7.314774 ms
24/01/03 13:52:25 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 571 started with 6 stages, 3 active jobs running
24/01/03 13:52:25 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1301.0 started with 1 tasks, 3 active stages running
24/01/03 13:52:28 INFO SQLOperationListener: Finished stage: Stage(1270, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 8673 msec
24/01/03 13:52:28 INFO StatsReportListener: task runtime:(count: 1, mean: 8671.000000, stdev: 0.000000, max: 8671.000000, min: 8671.000000)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	8.7 s	8.7 s	8.7 s	8.7 s	8.7 s	8.7 s	8.7 s	8.7 s	8.7 s
24/01/03 13:52:28 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 107171980.000000, stdev: 0.000000, max: 107171980.000000, min: 107171980.000000)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB
24/01/03 13:52:28 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:28 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:28 INFO StatsReportListener: task result size:(count: 1, mean: 3551.000000, stdev: 0.000000, max: 3551.000000, min: 3551.000000)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB	3.5 KiB
24/01/03 13:52:28 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 99.850075, stdev: 0.000000, max: 99.850075, min: 99.850075)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	100 %	100 %	100 %	100 %	100 %	100 %	100 %	100 %	100 %
24/01/03 13:52:28 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:28 INFO StatsReportListener: other time pct: (count: 1, mean: 0.149925, stdev: 0.000000, max: 0.149925, min: 0.149925)
24/01/03 13:52:28 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:28 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:28 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 557 succeeded, 2 active jobs running
24/01/03 13:52:28 INFO ShufflePartitionsUtil: For shuffle(363), advisory target size: 268435456, actual target size 107167744, minimum partition size: 1048576
24/01/03 13:52:28 INFO CodeGenerator: Code generated in 13.814343 ms
24/01/03 13:52:28 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 572 started with 2 stages, 3 active jobs running
24/01/03 13:52:28 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1303.0 started with 1 tasks, 3 active stages running
2024-01-03 13:52:28.851 INFO KyuubiSessionManager-exec-pool: Thread-2159 org.apache.kyuubi.operation.ExecuteStatement: Query[6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb] in RUNNING_STATE
24/01/03 13:52:29 INFO SQLOperationListener: Finished stage: Stage(1299, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 4453 msec
24/01/03 13:52:29 INFO StatsReportListener: task runtime:(count: 1, mean: 4448.000000, stdev: 0.000000, max: 4448.000000, min: 4448.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	4.4 s	4.4 s	4.4 s	4.4 s	4.4 s	4.4 s	4.4 s	4.4 s	4.4 s
24/01/03 13:52:29 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 943865.000000, stdev: 0.000000, max: 943865.000000, min: 943865.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:29 INFO StatsReportListener: remote bytes read:(count: 1, mean: 98711401.000000, stdev: 0.000000, max: 98711401.000000, min: 98711401.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB
24/01/03 13:52:29 INFO StatsReportListener: task result size:(count: 1, mean: 20242.000000, stdev: 0.000000, max: 20242.000000, min: 20242.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB
24/01/03 13:52:29 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 99.640288, stdev: 0.000000, max: 99.640288, min: 99.640288)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	100 %	100 %	100 %	100 %	100 %	100 %	100 %	100 %	100 %
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:29 INFO StatsReportListener: other time pct: (count: 1, mean: 0.359712, stdev: 0.000000, max: 0.359712, min: 0.359712)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 570 succeeded, 2 active jobs running
24/01/03 13:52:29 INFO ShufflePartitionsUtil: For shuffle(370), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:29 INFO HashAggregateExec: spark.sql.codegen.aggregate.map.twolevel.enabled is set to true, but current version of codegened fast hashmap does not support this aggregate.
24/01/03 13:52:29 INFO CodeGenerator: Code generated in 8.678024 ms
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 573 started with 7 stages, 3 active jobs running
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1306.0 started with 1 tasks, 3 active stages running
24/01/03 13:52:29 INFO SQLOperationListener: Finished stage: Stage(1306, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 103 msec
24/01/03 13:52:29 INFO StatsReportListener: task runtime:(count: 1, mean: 100.000000, stdev: 0.000000, max: 100.000000, min: 100.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	100.0 ms	100.0 ms	100.0 ms	100.0 ms	100.0 ms	100.0 ms	100.0 ms	100.0 ms	100.0 ms
24/01/03 13:52:29 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 102405.000000, stdev: 0.000000, max: 102405.000000, min: 102405.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	100.0 KiB	100.0 KiB	100.0 KiB	100.0 KiB	100.0 KiB	100.0 KiB	100.0 KiB	100.0 KiB	100.0 KiB
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:29 INFO StatsReportListener: remote bytes read:(count: 1, mean: 943865.000000, stdev: 0.000000, max: 943865.000000, min: 943865.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB	921.7 KiB
24/01/03 13:52:29 INFO StatsReportListener: task result size:(count: 1, mean: 22001.000000, stdev: 0.000000, max: 22001.000000, min: 22001.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	21.5 KiB	21.5 KiB	21.5 KiB	21.5 KiB	21.5 KiB	21.5 KiB	21.5 KiB	21.5 KiB	21.5 KiB
24/01/03 13:52:29 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 79.000000, stdev: 0.000000, max: 79.000000, min: 79.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	79 %	79 %	79 %	79 %	79 %	79 %	79 %	79 %	79 %
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:29 INFO StatsReportListener: other time pct: (count: 1, mean: 21.000000, stdev: 0.000000, max: 21.000000, min: 21.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	21 %	21 %	21 %	21 %	21 %	21 %	21 %	21 %	21 %
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 573 succeeded, 2 active jobs running
24/01/03 13:52:29 INFO SQLOperationListener: Finished stage: Stage(1301, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 4662 msec
24/01/03 13:52:29 INFO StatsReportListener: task runtime:(count: 1, mean: 4659.000000, stdev: 0.000000, max: 4659.000000, min: 4659.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	4.7 s	4.7 s	4.7 s	4.7 s	4.7 s	4.7 s	4.7 s	4.7 s	4.7 s
24/01/03 13:52:29 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 884895.000000, stdev: 0.000000, max: 884895.000000, min: 884895.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:29 INFO StatsReportListener: remote bytes read:(count: 1, mean: 98692414.000000, stdev: 0.000000, max: 98692414.000000, min: 98692414.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB	94.1 MiB
24/01/03 13:52:29 INFO StatsReportListener: task result size:(count: 1, mean: 20285.000000, stdev: 0.000000, max: 20285.000000, min: 20285.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB	19.8 KiB
24/01/03 13:52:29 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 98.733634, stdev: 0.000000, max: 98.733634, min: 98.733634)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:29 INFO StatsReportListener: other time pct: (count: 1, mean: 1.266366, stdev: 0.000000, max: 1.266366, min: 1.266366)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 571 succeeded, 1 active jobs running
24/01/03 13:52:29 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                                  +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
    +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                        +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter
       :- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :- LocalLimit 1001
       :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                           :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
       :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                  :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter
       :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                         :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0
       :        :  +- ShuffleQueryStage 39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :        :  +- ShuffleQueryStage 39
       :        :     +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=80356]                                                                                                                                                                                                                                                                                                                                                                                                             :        :     +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=80356]
       :        :        +- *(38) LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        :        :        +- *(38) LocalLimit 1001
       :        :           +- *(38) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                          :        :           +- *(38) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
       :        :              +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :        :              +- AQEShuffleRead coalesced
       :        :                 +- ShuffleQueryStage 36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :        :                 +- ShuffleQueryStage 36
       :        :                    +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=79959]                                                                                                                                                                                                                                                                                                                                                                               :        :                    +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=79959]
       :        :                       +- *(33) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                     :        :                       +- *(33) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
       :        :                          +- *(33) Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                :        :                          +- *(33) Project [brand_name#19642, day_col#19632, city#19649]
       :        :                             +- *(33) SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                             +- *(33) SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
       :        :                                :- *(31) Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                                :- *(31) Sort [f3#19554L ASC NULLS FIRST], false, 0
       :        :                                :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                                :  +- AQEShuffleRead coalesced
       :        :                                :     +- ShuffleQueryStage 32                                                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                                :     +- ShuffleQueryStage 32
       :        :                                :        +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]                                                                                                                                                                                                                                                                                                                                                                                            :        :                                :        +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]
       :        :                                :           +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                            :        :                                :           +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
       :        :                                :              +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                               :        :                                :              +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
       :        :                                :                 :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                   :        :                                :                 :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0
       :        :                                :                 :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                        :        :                                :                 :  +- AQEShuffleRead coalesced
       :        :                                :                 :     +- ShuffleQueryStage 26                                                                                                                                                                                                                                                                                                                                                                                                                                         :        :                                :                 :     +- ShuffleQueryStage 26
       :        :                                :                 :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                                                                                                          :        :                                :                 :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
       :        :                                :                 :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                         :        :                                :                 :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
       :        :                                :                 :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false                                                                                                                                                                                                                                                                                                                                  :        :                                :                 :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
       :        :                                :                 :                 :- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                             :        :                                :                 :                 :- AQEShuffleRead local
       :        :                                :                 :                 :  +- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                                :                 :                 :  +- ShuffleQueryStage 0
       :        :                                :                 :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                            :        :                                :                 :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
       :        :                                :                 :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                              :        :                                :                 :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
       :        :                                :                 :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                  :        :                                :                 :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
       :        :                                :                 :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                         :        :                                :                 :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
       :        :                                :                 :                 +- BroadcastQueryStage 21                                                                                                                                                                                                                                                                                                                                                                                                                           :        :                                :                 :                 +- BroadcastQueryStage 21
       :        :                                :                 :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                                                                                           :        :                                :                 :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
       :        :                                :                 :                       +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                       :        :                                :                 :                       +- AQEShuffleRead local
       :        :                                :                 :                          +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                                :                 :                          +- ShuffleQueryStage 1
       :        :                                :                 :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                   :        :                                :                 :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
       :        :                                :                 :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                           :        :                                :                 :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
       :        :                                :                 :                                   +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                           :        :                                :                 :                                   +- *(2) Filter isnotnull(day_col#19632)
       :        :                                :                 :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                     :        :                                :                 :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                                :                 +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                   :        :                                :                 +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0
       :        :                                :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                        :        :                                :                    +- AQEShuffleRead coalesced
       :        :                                :                       +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                                :                       +- ShuffleQueryStage 2
       :        :                                :                          +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                          :        :                                :                          +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
       :        :                                :                             +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                        :        :                                :                             +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
       :        :                                :                                +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                            :        :                                :                                +- *(3) Filter isnotnull(product_id#19637L)
       :        :                                :                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                 :        :                                :                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        :                                +- *(32) Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :        :                                +- *(32) Sort [f1#19557L ASC NULLS FIRST], false, 0
       :        :                                   +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                          :        :                                   +- AQEShuffleRead coalesced
       :        :                                      +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                            :        :                                      +- ShuffleQueryStage 3
       :        :                                         +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                            :        :                                         +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
       :        :                                            +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                   :        :                                            +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
       :        :                                               +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                 :        :                                               +- *(4) Filter isnotnull(user_id#19645L)
       :        :                                                  +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                               :        :                                                  +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
       :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                         :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0
       :           +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])                                                                                                                                                                                                                                                                                                                                                                 :           +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])
!      :              +- Exchange hashpartitioning(brand_name#19590, day_col0#19585, city0#19588, 8192), ENSURE_REQUIREMENTS, [plan_id=80039]                                                                                                                                                                                                                                                                                                                                                                                            :              +- Exchange hashpartitioning(brand_name#19590, day_col0#19585, city0#19588, 8192), ENSURE_REQUIREMENTS, [plan_id=80561]
       :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])                                                                                                                                                                                                                                                                                                                    :                 +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])
       :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]                                                                                                                                                                                                                                                                                                                                                                                                                                       :                    +- Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]
       :                       +- BroadcastHashJoin [brand_name#19581], [brand_name0#19589], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                    :                       +- BroadcastHashJoin [brand_name#19581], [brand_name0#19589], Inner, BuildRight, false
       :                          :- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :- Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]
       :                          :  +- BroadcastHashJoin [city#19582], [city0#19586], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :  +- BroadcastHashJoin [city#19582], [city0#19586], Inner, BuildRight, false
       :                          :     :- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]                                                                                                                                                                                                                                                                                                                                                                                                                            :                          :     :- Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]
!      :                          :     :  +- SortMergeJoin [day_col#19583], [day_col#19677], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :     :  +- BroadcastHashJoin [day_col#19583], [day_col#19677], Inner, BuildLeft, false
!      :                          :     :     :- Sort [day_col#19583 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :     :- BroadcastExchange HashedRelationBroadcastMode(List(input[3, date, false]),false), [plan_id=80552]
!      :                          :     :     :  +- Exchange hashpartitioning(day_col#19583, 8192), ENSURE_REQUIREMENTS, [plan_id=80030]                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :     :  +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])
!      :                          :     :     :     +- HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])                                                                                                                                                                                                                                                                                                                         :                          :     :     :     +- ShuffleQueryStage 37
!      :                          :     :     :        +- ShuffleQueryStage 37                                                                                                                                                                                                                                                                                                                                                                                                                                                           :                          :     :     :        +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=80006]
!      :                          :     :     :           +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=80006]                                                                                                                                                                                                                                                                                                                                                          :                          :     :     :           +- *(36) HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])
!      :                          :     :     :              +- *(36) HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])                                                                                                                                                                                                                                                                                                :                          :     :     :              +- *(36) Project [day_col#19659, brand_name#19669, city#19676]
!      :                          :     :     :                 +- *(36) Project [day_col#19659, brand_name#19669, city#19676]                                                                                                                                                                                                                                                                                                                                                                                                           :                          :     :     :                 +- *(36) SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter
!      :                          :     :     :                    +- *(36) SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                            :                          :     :     :                    :- *(34) Sort [f3#19575L ASC NULLS FIRST], false, 0
!      :                          :     :     :                       :- *(34) Sort [f3#19575L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :     :                    :  +- AQEShuffleRead coalesced
!      :                          :     :     :                       :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :     :     :                    :     +- ShuffleQueryStage 33
!      :                          :     :     :                       :     +- ShuffleQueryStage 33                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :     :     :                    :        +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=78324]
!      :                          :     :     :                       :        +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=78324]                                                                                                                                                                                                                                                                                                                                                                       :                          :     :     :                    :           +- *(28) Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]
!      :                          :     :     :                       :           +- *(28) Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]                                                                                                                                                                                                                                                                                                                                                                       :                          :     :     :                    :              +- *(28) SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter
!      :                          :     :     :                       :              +- *(28) SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :     :                    :                 :- *(26) Sort [f3#19570L ASC NULLS FIRST], false, 0
!      :                          :     :     :                       :                 :- *(26) Sort [f3#19570L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :     :                    :                 :  +- AQEShuffleRead coalesced
!      :                          :     :     :                       :                 :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :     :     :                    :                 :     +- ShuffleQueryStage 28
!      :                          :     :     :                       :                 :     +- ShuffleQueryStage 28                                                                                                                                                                                                                                                                                                                                                                                                                    :                          :     :     :                    :                 :        +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
!      :                          :     :     :                       :                 :        +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                         :                          :     :     :                    :                 +- *(27) Sort [f1#19573L ASC NULLS FIRST], false, 0
!      :                          :     :     :                       :                 +- *(27) Sort [f1#19573L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :     :                    :                    +- AQEShuffleRead coalesced
!      :                          :     :     :                       :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :     :     :                    :                       +- ShuffleQueryStage 9
!      :                          :     :     :                       :                       +- ShuffleQueryStage 9                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :     :     :                    :                          +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
!      :                          :     :     :                       :                          +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                       :                          :     :     :                    +- *(35) Sort [f1#19578L ASC NULLS FIRST], false, 0
!      :                          :     :     :                       +- *(35) Sort [f1#19578L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                :                          :     :     :                       +- AQEShuffleRead coalesced
!      :                          :     :     :                          +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                     :                          :     :     :                          +- ShuffleQueryStage 11
!      :                          :     :     :                             +- ShuffleQueryStage 11                                                                                                                                                                                                                                                                                                                                                                                                                                      :                          :     :     :                             +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
!      :                          :     :     :                                +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                               :                          :     :     +- ShuffleQueryStage 30
!      :                          :     :     +- Sort [day_col#19677 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                          :                          :     :        +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=77433]
!      :                          :     :        +- ShuffleQueryStage 30                                                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :           +- *(21) Project [day_col#19682 AS day_col0#19585, day_col#19677]
!      :                          :     :           +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=77433]                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :              +- *(21) BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))
!      :                          :     :              +- *(21) Project [day_col#19682 AS day_col0#19585, day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                                 :                          :     :                 :- BroadcastQueryStage 24
!      :                          :     :                 +- *(21) BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))                                                                                                                                                                                                                                                                                                                                                       :                          :     :                 :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]
!      :                          :     :                    :- BroadcastQueryStage 24                                                                                                                                                                                                                                                                                                                                                                                                                                                   :                          :     :                 :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :     :                    :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]                                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :                 :        +- AQEShuffleRead coalesced
!      :                          :     :                    :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                                    :                          :     :                 :           +- ShuffleQueryStage 12
!      :                          :     :                    :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :     :                 :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!      :                          :     :                    :           +- ShuffleQueryStage 12                                                                                                                                                                                                                                                                                                                                                                                                                                         :                          :     :                 :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])
!      :                          :     :                    :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                      :                          :     :                 :                    +- *(9) Project [day_col#19677]
!      :                          :     :                    :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                         :                          :     :                 :                       +- *(9) Filter isnotnull(day_col#19677)
!      :                          :     :                    :                    +- *(9) Project [day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :     :                 :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :     :                    :                       +- *(9) Filter isnotnull(day_col#19677)                                                                                                                                                                                                                                                                                                                                                                                                             :                          :     :                 +- *(21) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])
!      :                          :     :                    :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                       :                          :     :                    +- AQEShuffleRead coalesced
!      :                          :     :                    +- *(21) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])                                                                                                                                                                                                                                                                                                                                                                            :                          :     :                       +- ShuffleQueryStage 13
!      :                          :     :                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                              :                          :     :                          +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]
!      :                          :     :                          +- ShuffleQueryStage 13                                                                                                                                                                                                                                                                                                                                                                                                                                               :                          :     :                             +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])
!      :                          :     :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]                                                                                                                                                                                                                                                                                                                                                                            :                          :     :                                +- *(10) Project [day_col#19682]
!      :                          :     :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])                                                                                                                                                                                                                                                                                                                                                                              :                          :     :                                   +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))
!      :                          :     :                                   +- *(10) Project [day_col#19682]                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :     :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :     :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))                                                                                                                                                                                                                                                                                                                                                                     :                          :     +- BroadcastQueryStage 35
!      :                          :     :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                             :                          :        +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=79039]
!      :                          :     +- BroadcastQueryStage 35                                                                                                                                                                                                                                                                                                                                                                                                                                                                        :                          :           +- *(30) HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])
!      :                          :        +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=79039]                                                                                                                                                                                                                                                                                                                                                                                         :                          :              +- AQEShuffleRead coalesced
!      :                          :           +- *(30) HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])                                                                                                                                                                                                                                                                                                                                                                                                 :                          :                 +- ShuffleQueryStage 14
!      :                          :              +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                             :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]
!      :                          :                 +- ShuffleQueryStage 14                                                                                                                                                                                                                                                                                                                                                                                                                                                              :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])
!      :                          :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]                                                                                                                                                                                                                                                                                                                                                                                             :                          :                          +- *(11) Project [city#19691 AS city0#19586]
!      :                          :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])                                                                                                                                                                                                                                                                                                                                                                                                 :                          :                             +- *(11) Filter isnotnull(city#19691)
!      :                          :                          +- *(11) Project [city#19691 AS city0#19586]                                                                                                                                                                                                                                                                                                                                                                                                                                :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                          :                             +- *(11) Filter isnotnull(city#19691)                                                                                                                                                                                                                                                                                                                                                                                                                                    :                          +- BroadcastQueryStage 31
!      :                          :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                                  :                             +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=77997]
!      :                          +- BroadcastQueryStage 31                                                                                                                                                                                                                                                                                                                                                                                                                                                                              :                                +- *(22) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])
!      :                             +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=77997]                                                                                                                                                                                                                                                                                                                                                                                               :                                   +- AQEShuffleRead coalesced
!      :                                +- *(22) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                     :                                      +- ShuffleQueryStage 15
!      :                                   +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                   :                                         +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]
!      :                                      +- ShuffleQueryStage 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :                                            +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])
!      :                                         +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]                                                                                                                                                                                                                                                                                                                                                                                             :                                               +- *(12) Project [brand_name#19697 AS brand_name0#19589]
!      :                                            +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                           :                                                  +- *(12) Filter isnotnull(brand_name#19697)
!      :                                               +- *(12) Project [brand_name#19697 AS brand_name0#19589]                                                                                                                                                                                                                                                                                                                                                                                                                          :                                                     +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                                                  +- *(12) Filter isnotnull(brand_name#19697)                                                                                                                                                                                                                                                                                                                                                                                                                                    +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0
!      :                                                     +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                               +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=80581]
!      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                        +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=80238]                                                                                                                                                                                                                                                                                                                                                                                                                                  +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=80577]
!            +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                                         +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=80236]                                                                                                                                                                                                                                                                                                                                                                                                                +- Project [city0#19605, day_col0#19606, brand_name0#19608]
!                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                                            +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner
!                     +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :- Sort [product_id#19706L ASC NULLS FIRST], false, 0
!                        +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                                                     :  +- ShuffleQueryStage 38
!                           :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :     +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=80213]
!                           :  +- ShuffleQueryStage 38                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        :        +- *(37) Project [product_id#19706L, city0#19605, day_col0#19606]
!                           :     +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=80213]                                                                                                                                                                                                                                                                                                                                                                                                                                 :           +- *(37) BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false
!                           :        +- *(37) Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                                                        :              :- *(37) Project [product_id#19706L, f2#19604, city0#19605]
!                           :           +- *(37) BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                   :              :  +- *(37) BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false
!                           :              :- *(37) Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                                        :              :     :- BroadcastQueryStage 29
!                           :              :  +- *(37) BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false                                                                                                                                                                                                                                                                                                                                                                                                                         :              :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]
!                           :              :     :- BroadcastQueryStage 29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :              :     :     +- AQEShuffleRead local
!                           :              :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]                                                                                                                                                                                                                                                                                                                                                                                                     :              :     :        +- ShuffleQueryStage 16
!                           :              :     :     +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :              :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]
!                           :              :     :        +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                             :              :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]
!                           :              :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                                                        :              :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))
!                           :              :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                                                  :              :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :              :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                                                     :              :     +- *(37) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :              :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                              :              :        +- AQEShuffleRead coalesced
!                           :              :     +- *(37) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                               :              :           +- ShuffleQueryStage 17
!                           :              :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :              :              +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]
!                           :              :           +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :              :                 +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!                           :              :              +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                                               :              :                    +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]
!                           :              :                 +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                                   :              :                       +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))
!                           :              :                    +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                                  :              :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []
!                           :              :                       +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                                                      :              +- BroadcastQueryStage 25
!                           :              :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                               :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]
!                           :              +- BroadcastQueryStage 25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :                    +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])
!                           :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]                                                                                                                                                                                                                                                                                                                                                                                          :                       +- AQEShuffleRead coalesced
!                           :                    +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                                           :                          +- ShuffleQueryStage 19
!                           :                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :                             +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!                           :                          +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- Sort [product_id#19719L ASC NULLS FIRST], false, 0
!                           :                             +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                                                +- ShuffleQueryStage 34
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=78603]
!                              +- ShuffleQueryStage 34                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 +- *(29) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])
!                                 +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=78603]                                                                                                                                                                                                                                                                                                                                                                                                                                             +- AQEShuffleRead coalesced
!                                    +- *(29) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                                                                         +- ShuffleQueryStage 20
!                                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]
!                                          +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])
!                                             +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                                                                           +- *(16) Project [brand_name#19724, product_id#19719L]
!                                                +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                                                                          +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))
!                                                   +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!                                                      +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                              
!                                                         +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                              
24/01/03 13:52:29 INFO ShufflePartitionsUtil: For shuffle(371), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:29 INFO HashAggregateExec: spark.sql.codegen.aggregate.map.twolevel.enabled is set to true, but current version of codegened fast hashmap does not support this aggregate.
24/01/03 13:52:29 INFO CodeGenerator: Code generated in 7.716069 ms
24/01/03 13:52:29 INFO SparkContext: Starting job: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 574 started with 7 stages, 2 active jobs running
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1313.0 started with 1 tasks, 2 active stages running
24/01/03 13:52:29 INFO SQLOperationListener: Finished stage: Stage(1313, 0); Name: '$anonfun$withThreadLocalCaptured$1 at FutureTask.java:266'; Status: succeeded; numTasks: 1; Took: 56 msec
24/01/03 13:52:29 INFO StatsReportListener: task runtime:(count: 1, mean: 54.000000, stdev: 0.000000, max: 54.000000, min: 54.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	54.0 ms	54.0 ms	54.0 ms	54.0 ms	54.0 ms	54.0 ms	54.0 ms	54.0 ms	54.0 ms
24/01/03 13:52:29 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:29 INFO DAGScheduler: Job 574 finished: $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266, took 0.059016 s
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:29 INFO StatsReportListener: remote bytes read:(count: 1, mean: 884895.000000, stdev: 0.000000, max: 884895.000000, min: 884895.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB	864.2 KiB
24/01/03 13:52:29 INFO StatsReportListener: task result size:(count: 1, mean: 302820.000000, stdev: 0.000000, max: 302820.000000, min: 302820.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	295.7 KiB	295.7 KiB	295.7 KiB	295.7 KiB	295.7 KiB	295.7 KiB	295.7 KiB	295.7 KiB	295.7 KiB
24/01/03 13:52:29 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 83.333333, stdev: 0.000000, max: 83.333333, min: 83.333333)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	83 %	83 %	83 %	83 %	83 %	83 %	83 %	83 %	83 %
24/01/03 13:52:29 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:29 INFO StatsReportListener: other time pct: (count: 1, mean: 16.666667, stdev: 0.000000, max: 16.666667, min: 16.666667)
24/01/03 13:52:29 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:29 INFO StatsReportListener: 	17 %	17 %	17 %	17 %	17 %	17 %	17 %	17 %	17 %
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 574 succeeded, 1 active jobs running
24/01/03 13:52:29 WARN SparkConf: The configuration key 'spark.blacklist.enabled' has been deprecated as of Spark 3.1.0 and may be removed in the future. Please use spark.excludeOnFailure.enabled
24/01/03 13:52:29 INFO CodeGenerator: Code generated in 4.824688 ms
24/01/03 13:52:29 INFO MemoryStore: Block broadcast_1248_piece0 stored as bytes in memory (estimated size 291.3 KiB, free 4.1 GiB)
24/01/03 13:52:29 INFO SparkContext: Created broadcast 1248 from $anonfun$withThreadLocalCaptured$1 at FutureTask.java:266
24/01/03 13:52:29 INFO ShufflePartitionsUtil: For shuffle(366), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:29 INFO CodeGenerator: Code generated in 15.414597 ms
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 575 started with 3 stages, 2 active jobs running
24/01/03 13:52:29 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1316.0 started with 1 tasks, 2 active stages running
24/01/03 13:52:30 INFO SQLOperationListener: Finished stage: Stage(1316, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 157 msec
24/01/03 13:52:30 INFO StatsReportListener: task runtime:(count: 1, mean: 152.000000, stdev: 0.000000, max: 152.000000, min: 152.000000)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	152.0 ms	152.0 ms	152.0 ms	152.0 ms	152.0 ms	152.0 ms	152.0 ms	152.0 ms	152.0 ms
24/01/03 13:52:30 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:30 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:30 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:30 INFO StatsReportListener: task result size:(count: 1, mean: 33838.000000, stdev: 0.000000, max: 33838.000000, min: 33838.000000)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	33.0 KiB	33.0 KiB	33.0 KiB	33.0 KiB	33.0 KiB	33.0 KiB	33.0 KiB	33.0 KiB	33.0 KiB
24/01/03 13:52:30 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 84.868421, stdev: 0.000000, max: 84.868421, min: 84.868421)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	85 %	85 %	85 %	85 %	85 %	85 %	85 %	85 %	85 %
24/01/03 13:52:30 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:30 INFO StatsReportListener: other time pct: (count: 1, mean: 15.131579, stdev: 0.000000, max: 15.131579, min: 15.131579)
24/01/03 13:52:30 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:30 INFO StatsReportListener: 	15 %	15 %	15 %	15 %	15 %	15 %	15 %	15 %	15 %
24/01/03 13:52:30 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 575 succeeded, 1 active jobs running
24/01/03 13:52:30 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                                  +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
    +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                        +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter
!      :- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :- Sort [f5#19598 ASC NULLS FIRST, f7#19600 ASC NULLS FIRST, f9#19602 ASC NULLS FIRST], false, 0
!      :  +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                           :  +- LocalLimit 1001
!      :     +- SortMergeJoin [f4#19560, f6#19562, f8#19564], [f1#19592, f3#19594, f5#19596], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                  :     +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
!      :        :- Sort [f4#19560 ASC NULLS FIRST, f6#19562 ASC NULLS FIRST, f8#19564 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                         :        +- Project [f30#19559L, f4#19560, f6#19562, f8#19564, cast(null as bigint) AS f0#19591L, cast(null as string) AS f1#19592, cast(null as date) AS f3#19594, cast(null as string) AS f5#19596]
!      :        :  +- ShuffleQueryStage 39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :           +- ShuffleQueryStage 39
!      :        :     +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=80356]                                                                                                                                                                                                                                                                                                                                                                                                             :              +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=80356]
!      :        :        +- *(38) LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        :                 +- *(38) LocalLimit 1001
!      :        :           +- *(38) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                          :                    +- *(38) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
!      :        :              +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :                       +- AQEShuffleRead coalesced
!      :        :                 +- ShuffleQueryStage 36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :                          +- ShuffleQueryStage 36
!      :        :                    +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=79959]                                                                                                                                                                                                                                                                                                                                                                               :                             +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=79959]
!      :        :                       +- *(33) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                     :                                +- *(33) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
!      :        :                          +- *(33) Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                :                                   +- *(33) Project [brand_name#19642, day_col#19632, city#19649]
!      :        :                             +- *(33) SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                 :                                      +- *(33) SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
!      :        :                                :- *(31) Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :                                         :- *(31) Sort [f3#19554L ASC NULLS FIRST], false, 0
!      :        :                                :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                          :                                         :  +- AQEShuffleRead coalesced
!      :        :                                :     +- ShuffleQueryStage 32                                                                                                                                                                                                                                                                                                                                                                                                                                                           :                                         :     +- ShuffleQueryStage 32
!      :        :                                :        +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]                                                                                                                                                                                                                                                                                                                                                                                            :                                         :        +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]
!      :        :                                :           +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                            :                                         :           +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
!      :        :                                :              +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                               :                                         :              +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
!      :        :                                :                 :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                   :                                         :                 :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0
!      :        :                                :                 :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                        :                                         :                 :  +- AQEShuffleRead coalesced
!      :        :                                :                 :     +- ShuffleQueryStage 26                                                                                                                                                                                                                                                                                                                                                                                                                                         :                                         :                 :     +- ShuffleQueryStage 26
!      :        :                                :                 :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                                                                                                          :                                         :                 :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
!      :        :                                :                 :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                         :                                         :                 :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
!      :        :                                :                 :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false                                                                                                                                                                                                                                                                                                                                  :                                         :                 :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
!      :        :                                :                 :                 :- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                             :                                         :                 :                 :- AQEShuffleRead local
!      :        :                                :                 :                 :  +- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                           :                                         :                 :                 :  +- ShuffleQueryStage 0
!      :        :                                :                 :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                            :                                         :                 :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
!      :        :                                :                 :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                              :                                         :                 :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
!      :        :                                :                 :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                  :                                         :                 :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
!      :        :                                :                 :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                         :                                         :                 :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
!      :        :                                :                 :                 +- BroadcastQueryStage 21                                                                                                                                                                                                                                                                                                                                                                                                                           :                                         :                 :                 +- BroadcastQueryStage 21
!      :        :                                :                 :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                                                                                           :                                         :                 :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
!      :        :                                :                 :                       +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                       :                                         :                 :                       +- AQEShuffleRead local
!      :        :                                :                 :                          +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                     :                                         :                 :                          +- ShuffleQueryStage 1
!      :        :                                :                 :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                   :                                         :                 :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
!      :        :                                :                 :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                           :                                         :                 :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
!      :        :                                :                 :                                   +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                           :                                         :                 :                                   +- *(2) Filter isnotnull(day_col#19632)
!      :        :                                :                 :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                     :                                         :                 :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :        :                                :                 +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                   :                                         :                 +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0
!      :        :                                :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                        :                                         :                    +- AQEShuffleRead coalesced
!      :        :                                :                       +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                          :                                         :                       +- ShuffleQueryStage 2
!      :        :                                :                          +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                          :                                         :                          +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
!      :        :                                :                             +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                        :                                         :                             +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
!      :        :                                :                                +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                            :                                         :                                +- *(3) Filter isnotnull(product_id#19637L)
!      :        :                                :                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                 :                                         :                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :        :                                +- *(32) Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                     :                                         +- *(32) Sort [f1#19557L ASC NULLS FIRST], false, 0
!      :        :                                   +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                          :                                            +- AQEShuffleRead coalesced
!      :        :                                      +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                            :                                               +- ShuffleQueryStage 3
!      :        :                                         +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                            :                                                  +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
!      :        :                                            +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                   :                                                     +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
!      :        :                                               +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                 :                                                        +- *(4) Filter isnotnull(user_id#19645L)
!      :        :                                                  +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                               :                                                           +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :        +- Sort [f1#19592 ASC NULLS FIRST, f3#19594 ASC NULLS FIRST, f5#19596 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                         +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0
!      :           +- HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[avg(f30#19580L)], output=[f0#19591L, f1#19592, f3#19594, f5#19596])                                                                                                                                                                                                                                                                                                                                                                    +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=80859]
!      :              +- ShuffleQueryStage 41                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])
!      :                 +- Exchange hashpartitioning(brand_name#19590, day_col0#19585, city0#19588, 8192), ENSURE_REQUIREMENTS, [plan_id=80783]                                                                                                                                                                                                                                                                                                                                                                                                  +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=80855]
!      :                    +- *(40) HashAggregate(keys=[brand_name#19590, day_col0#19585, city0#19588], functions=[partial_avg(f30#19580L)], output=[brand_name#19590, day_col0#19585, city0#19588, sum#19849, count#19850L])                                                                                                                                                                                                                                                                                                                       +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])
!      :                       +- *(40) Project [f30#19580L, day_col0#19585, city0#19588, brand_name#19590]                                                                                                                                                                                                                                                                                                                                                                                                                                             +- Project [city0#19605, day_col0#19606, brand_name0#19608]
!      :                          +- *(40) BroadcastHashJoin [brand_name#19581], [brand_name0#19589], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                             +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner
!      :                             :- *(40) Project [f30#19580L, brand_name#19581, day_col0#19585, city#19587 AS city0#19588]                                                                                                                                                                                                                                                                                                                                                                                                                               :- Sort [product_id#19706L ASC NULLS FIRST], false, 0
!      :                             :  +- *(40) BroadcastHashJoin [city#19582], [city0#19586], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                                                                      :  +- ShuffleQueryStage 38
!      :                             :     :- *(40) Project [f30#19580L, brand_name#19581, city#19582, day_col0#19585]                                                                                                                                                                                                                                                                                                                                                                                                                                        :     +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=80213]
!      :                             :     :  +- *(40) BroadcastHashJoin [day_col#19583], [day_col#19677], Inner, BuildLeft, false                                                                                                                                                                                                                                                                                                                                                                                                                            :        +- *(37) Project [product_id#19706L, city0#19605, day_col0#19606]
!      :                             :     :     :- BroadcastQueryStage 40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :           +- *(37) BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false
!      :                             :     :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[3, date, false]),false), [plan_id=80609]                                                                                                                                                                                                                                                                                                                                                                                                      :              :- *(37) Project [product_id#19706L, f2#19604, city0#19605]
!      :                             :     :     :     +- *(39) HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[count(1)], output=[f30#19580L, brand_name#19581, city#19582, day_col#19583])                                                                                                                                                                                                                                                                                                                                     :              :  +- *(37) BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false
!      :                             :     :     :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                         :              :     :- BroadcastQueryStage 29
!      :                             :     :     :           +- ShuffleQueryStage 37                                                                                                                                                                                                                                                                                                                                                                                                                                                                          :              :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]
!      :                             :     :     :              +- Exchange hashpartitioning(day_col#19659, city#19676, brand_name#19669, 8192), ENSURE_REQUIREMENTS, [plan_id=80006]                                                                                                                                                                                                                                                                                                                                                                         :              :     :     +- AQEShuffleRead local
!      :                             :     :     :                 +- *(36) HashAggregate(keys=[day_col#19659, city#19676, brand_name#19669], functions=[partial_count(1)], output=[day_col#19659, city#19676, brand_name#19669, count#19852L])                                                                                                                                                                                                                                                                                                               :              :     :        +- ShuffleQueryStage 16
!      :                             :     :     :                    +- *(36) Project [day_col#19659, brand_name#19669, city#19676]                                                                                                                                                                                                                                                                                                                                                                                                                          :              :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]
!      :                             :     :     :                       +- *(36) SortMergeJoin [f3#19575L], [f1#19578L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                           :              :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]
!      :                             :     :     :                          :- *(34) Sort [f3#19575L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                               :              :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))
!      :                             :     :     :                          :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                    :              :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                             :     :     :                          :     +- ShuffleQueryStage 33                                                                                                                                                                                                                                                                                                                                                                                                                                                     :              :     +- *(37) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!      :                             :     :     :                          :        +- Exchange hashpartitioning(f3#19575L, 8192), ENSURE_REQUIREMENTS, [plan_id=78324]                                                                                                                                                                                                                                                                                                                                                                                      :              :        +- AQEShuffleRead coalesced
!      :                             :     :     :                          :           +- *(28) Project [day_col#19659, brand_name#19669, buyer_id#19654L AS f3#19575L]                                                                                                                                                                                                                                                                                                                                                                                      :              :           +- ShuffleQueryStage 17
!      :                             :     :     :                          :              +- *(28) SortMergeJoin [f3#19570L], [f1#19573L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                         :              :              +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]
!      :                             :     :     :                          :                 :- *(26) Sort [f3#19570L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                             :              :                 +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])
!      :                             :     :     :                          :                 :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                  :              :                    +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]
!      :                             :     :     :                          :                 :     +- ShuffleQueryStage 28                                                                                                                                                                                                                                                                                                                                                                                                                                   :              :                       +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))
!      :                             :     :     :                          :                 :        +- ReusedExchange [day_col#19659, buyer_id#19654L, f3#19570L], Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                                        :              :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                             :     :     :                          :                 +- *(27) Sort [f1#19573L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                             :              +- BroadcastQueryStage 25
!      :                             :     :     :                          :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                  :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]
!      :                             :     :     :                          :                       +- ShuffleQueryStage 9                                                                                                                                                                                                                                                                                                                                                                                                                                    :                    +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])
!      :                             :     :     :                          :                          +- ReusedExchange [brand_name#19669, f1#19573L], Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                      :                       +- AQEShuffleRead coalesced
!      :                             :     :     :                          +- *(35) Sort [f1#19578L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                               :                          +- ShuffleQueryStage 19
!      :                             :     :     :                             +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                    :                             +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]
!      :                             :     :     :                                +- ShuffleQueryStage 11                                                                                                                                                                                                                                                                                                                                                                                                                                                     +- Sort [product_id#19719L ASC NULLS FIRST], false, 0
!      :                             :     :     :                                   +- ReusedExchange [city#19676, f1#19578L], Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                 +- ShuffleQueryStage 34
!      :                             :     :     +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=78603]
!      :                             :     :        +- ShuffleQueryStage 30                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            +- *(29) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])
!      :                             :     :           +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=77433]                                                                                                                                                                                                                                                                                                                                                                                                                            +- AQEShuffleRead coalesced
!      :                             :     :              +- *(21) Project [day_col#19682 AS day_col0#19585, day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                                                                  +- ShuffleQueryStage 20
!      :                             :     :                 +- *(21) BroadcastNestedLoopJoin BuildLeft, Inner, ((day_col#19677 > EXPR_0#19584) AND (day_col#19677 <= day_col#19682))                                                                                                                                                                                                                                                                                                                                                                                           +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]
!      :                             :     :                    :- BroadcastQueryStage 24                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])
!      :                             :     :                    :  +- BroadcastExchange IdentityBroadcastMode, [plan_id=74702]                                                                                                                                                                                                                                                                                                                                                                                                                                                        +- *(16) Project [brand_name#19724, product_id#19719L]
!      :                             :     :                    :     +- *(17) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                                                                                 +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))
!      :                             :     :                    :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                             :     :                    :           +- ShuffleQueryStage 12                                                                                                                                                                                                                                                                                                                                                                                                                                
!      :                             :     :                    :              +- Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                             
!      :                             :     :                    :                 +- *(9) HashAggregate(keys=[day_col#19677], functions=[], output=[day_col#19677])                                                                                                                                                                                                                                                                                                                                                                
!      :                             :     :                    :                    +- *(9) Project [day_col#19677]                                                                                                                                                                                                                                                                                                                                                                                                               
!      :                             :     :                    :                       +- *(9) Filter isnotnull(day_col#19677)                                                                                                                                                                                                                                                                                                                                                                                                    
!      :                             :     :                    :                          +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19677] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                              
!      :                             :     :                    +- *(21) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682, EXPR_0#19584])                                                                                                                                                                                                                                                                                                                                                                   
!      :                             :     :                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                     
!      :                             :     :                          +- ShuffleQueryStage 13                                                                                                                                                                                                                                                                                                                                                                                                                                      
!      :                             :     :                             +- Exchange hashpartitioning(day_col#19682, 8192), ENSURE_REQUIREMENTS, [plan_id=73617]                                                                                                                                                                                                                                                                                                                                                                   
!      :                             :     :                                +- *(10) HashAggregate(keys=[day_col#19682], functions=[], output=[day_col#19682])                                                                                                                                                                                                                                                                                                                                                                     
!      :                             :     :                                   +- *(10) Project [day_col#19682]                                                                                                                                                                                                                                                                                                                                                                                                                    
!      :                             :     :                                      +- *(10) Filter (isnotnull(date_add(day_col#19682, -1)) AND isnotnull(day_col#19682))                                                                                                                                                                                                                                                                                                                                                            
!      :                             :     :                                         +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19682] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                    
!      :                             :     +- BroadcastQueryStage 35                                                                                                                                                                                                                                                                                                                                                                                                                                                               
!      :                             :        +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=79039]                                                                                                                                                                                                                                                                                                                                                                                
!      :                             :           +- *(30) HashAggregate(keys=[city0#19586], functions=[], output=[city#19587, city0#19586])                                                                                                                                                                                                                                                                                                                                                                                        
!      :                             :              +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                    
!      :                             :                 +- ShuffleQueryStage 14                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!      :                             :                    +- Exchange hashpartitioning(city0#19586, 8192), ENSURE_REQUIREMENTS, [plan_id=73642]                                                                                                                                                                                                                                                                                                                                                                                    
!      :                             :                       +- *(11) HashAggregate(keys=[city0#19586], functions=[], output=[city0#19586])                                                                                                                                                                                                                                                                                                                                                                                        
!      :                             :                          +- *(11) Project [city#19691 AS city0#19586]                                                                                                                                                                                                                                                                                                                                                                                                                       
!      :                             :                             +- *(11) Filter isnotnull(city#19691)                                                                                                                                                                                                                                                                                                                                                                                                                           
!      :                             :                                +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[city#19691] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                         
!      :                             +- BroadcastQueryStage 31                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!      :                                +- BroadcastExchange HashedRelationBroadcastMode(List(input[1, string, true]),false), [plan_id=77997]                                                                                                                                                                                                                                                                                                                                                                                      
!      :                                   +- *(22) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name#19590, brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                            
!      :                                      +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                          
!      :                                         +- ShuffleQueryStage 15                                                                                                                                                                                                                                                                                                                                                                                                                                                           
!      :                                            +- Exchange hashpartitioning(brand_name0#19589, 8192), ENSURE_REQUIREMENTS, [plan_id=73664]                                                                                                                                                                                                                                                                                                                                                                                    
!      :                                               +- *(12) HashAggregate(keys=[brand_name0#19589], functions=[], output=[brand_name0#19589])                                                                                                                                                                                                                                                                                                                                                                                  
!      :                                                  +- *(12) Project [brand_name#19697 AS brand_name0#19589]                                                                                                                                                                                                                                                                                                                                                                                                                 
!      :                                                     +- *(12) Filter isnotnull(brand_name#19697)                                                                                                                                                                                                                                                                                                                                                                                                                           
!      :                                                        +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[brand_name#19697] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                   
!      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                            
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=80581]                                                                                                                                                                                                                                                                                                                                                                                                                   
!            +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                       
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=80577]                                                                                                                                                                                                                                                                                                                                                                                           
!                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                    
!                     +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                        +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                          
!                           :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                           :  +- ShuffleQueryStage 38                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
!                           :     +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=80213]                                                                                                                                                                                                                                                                                                                                                                                                      
!                           :        +- *(37) Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                             
!                           :           +- *(37) BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                        
!                           :              :- *(37) Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                             
!                           :              :  +- *(37) BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false                                                                                                                                                                                                                                                                                                                                                                                              
!                           :              :     :- BroadcastQueryStage 29                                                                                                                                                                                                                                                                                                                                                                                                                                                         
!                           :              :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]                                                                                                                                                                                                                                                                                                                                                                          
!                           :              :     :     +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!                           :              :     :        +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                           :              :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                             
!                           :              :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                       
!                           :              :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                          
!                           :              :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []   
!                           :              :     +- *(37) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                    
!                           :              :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                    
!                           :              :           +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!                           :              :              +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                    
!                           :              :                 +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                        
!                           :              :                    +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                       
!                           :              :                       +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                           
!                           :              :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                    
!                           :              +- BroadcastQueryStage 25                                                                                                                                                                                                                                                                                                                                                                                                                                                               
!                           :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]                                                                                                                                                                                                                                                                                                                                                               
!                           :                    +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                
!                           :                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                    
!                           :                          +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!                           :                             +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                  
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                              +- ShuffleQueryStage 34                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
!                                 +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=78603]                                                                                                                                                                                                                                                                                                                                                                                                      
!                                    +- *(29) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                               
!                                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                
!                                          +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
!                                             +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                        
!                                                +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                    
!                                                   +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                         
!                                                      +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                              
!                                                         +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                              
24/01/03 13:52:33 INFO SQLOperationListener: Finished stage: Stage(1303, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 5284 msec
24/01/03 13:52:33 INFO StatsReportListener: task runtime:(count: 1, mean: 5281.000000, stdev: 0.000000, max: 5281.000000, min: 5281.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	5.3 s	5.3 s	5.3 s	5.3 s	5.3 s	5.3 s	5.3 s	5.3 s	5.3 s
24/01/03 13:52:33 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:33 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:33 INFO StatsReportListener: remote bytes read:(count: 1, mean: 107171980.000000, stdev: 0.000000, max: 107171980.000000, min: 107171980.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB	102.2 MiB
24/01/03 13:52:33 INFO StatsReportListener: task result size:(count: 1, mean: 12323.000000, stdev: 0.000000, max: 12323.000000, min: 12323.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	12.0 KiB	12.0 KiB	12.0 KiB	12.0 KiB	12.0 KiB	12.0 KiB	12.0 KiB	12.0 KiB	12.0 KiB
24/01/03 13:52:33 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 99.280439, stdev: 0.000000, max: 99.280439, min: 99.280439)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %	99 %
24/01/03 13:52:33 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:33 INFO StatsReportListener: other time pct: (count: 1, mean: 0.719561, stdev: 0.000000, max: 0.719561, min: 0.719561)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %	 1 %
24/01/03 13:52:33 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 572 succeeded, 0 active jobs running
24/01/03 13:52:33 INFO AdaptiveSparkPlanExec: Plan changed:
 CollectLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 CollectLimit 1001
 +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]                                                                                                                                  +- Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
!   +- SortMergeJoin [f5#19598, f7#19600, f9#19602], [f1#19610, f3#19612, f5#19614], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                        +- Project [f0#19591L, f30#19559L, f5#19598, f7#19600, f9#19602, cast(null as bigint) AS f0#19609L, cast(null as string) AS f1#19610, cast(null as date) AS f3#19612, cast(null as string) AS f5#19614]
!      :- Sort [f5#19598 ASC NULLS FIRST, f7#19600 ASC NULLS FIRST, f9#19602 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                  +- LocalLimit 1001
!      :  +- LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
!      :     +- Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]                                                                                                                                                                                                                                                                                                                                                                                                                              +- Project [f30#19559L, f4#19560, f6#19562, f8#19564, cast(null as bigint) AS f0#19591L, cast(null as string) AS f1#19592, cast(null as date) AS f3#19594, cast(null as string) AS f5#19596]
!      :        +- Project [f30#19559L, f4#19560, f6#19562, f8#19564, cast(null as bigint) AS f0#19591L, cast(null as string) AS f1#19592, cast(null as date) AS f3#19594, cast(null as string) AS f5#19596]                                                                                                                                                                                                                                                                                                                                      +- ShuffleQueryStage 39
!      :           +- ShuffleQueryStage 39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=80356]
!      :              +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=80356]                                                                                                                                                                                                                                                                                                                                                                                                                            +- *(38) LocalLimit 1001
!      :                 +- *(38) LocalLimit 1001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          +- *(38) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
!      :                    +- *(38) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])                                                                                                                                                                                                                                                                                                                                                                               +- AQEShuffleRead coalesced
!      :                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       +- ShuffleQueryStage 36
!      :                          +- ShuffleQueryStage 36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=79959]
!      :                             +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=79959]                                                                                                                                                                                                                                                                                                                                                                                                             +- *(33) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
!      :                                +- *(33) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])                                                                                                                                                                                                                                                                                                                                                      +- *(33) Project [brand_name#19642, day_col#19632, city#19649]
!      :                                   +- *(33) Project [brand_name#19642, day_col#19632, city#19649]                                                                                                                                                                                                                                                                                                                                                                                                                                                                    +- *(33) SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
!      :                                      +- *(33) SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                                                        :- *(31) Sort [f3#19554L ASC NULLS FIRST], false, 0
!      :                                         :- *(31) Sort [f3#19554L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                            :  +- AQEShuffleRead coalesced
!      :                                         :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 :     +- ShuffleQueryStage 32
!      :                                         :     +- ShuffleQueryStage 32                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :        +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]
!      :                                         :        +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]                                                                                                                                                                                                                                                                                                                                                                                                                                   :           +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
!      :                                         :           +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]                                                                                                                                                                                                                                                                                                                                                                                                                                   :              +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
!      :                                         :              +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter                                                                                                                                                                                                                                                                                                                                                                                                                                                      :                 :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0
!      :                                         :                 :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                          :                 :  +- AQEShuffleRead coalesced
!      :                                         :                 :  +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :                 :     +- ShuffleQueryStage 26
!      :                                         :                 :     +- ShuffleQueryStage 26                                                                                                                                                                                                                                                                                                                                                                                                                                                                                :                 :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
!      :                                         :                 :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]                                                                                                                                                                                                                                                                                                                                                                                                                 :                 :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
!      :                                         :                 :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]                                                                                                                                                                                                                                                                                                                                                                                                                :                 :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
!      :                                         :                 :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false                                                                                                                                                                                                                                                                                                                                                                         :                 :                 :- AQEShuffleRead local
!      :                                         :                 :                 :- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                                    :                 :                 :  +- ShuffleQueryStage 0
!      :                                         :                 :                 :  +- ShuffleQueryStage 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :                 :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
!      :                                         :                 :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]                                                                                                                                                                                                                                                                                                                                                                                                   :                 :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
!      :                                         :                 :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]                                                                                                                                                                                                                                     :                 :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
!      :                                         :                 :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))                                                                                                                                                                                                                                                                                                                                                         :                 :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
!      :                                         :                 :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []                                                                :                 :                 +- BroadcastQueryStage 21
!      :                                         :                 :                 +- BroadcastQueryStage 21                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :                 :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
!      :                                         :                 :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]                                                                                                                                                                                                                                                                                                                                                                  :                 :                       +- AQEShuffleRead local
!      :                                         :                 :                       +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                              :                 :                          +- ShuffleQueryStage 1
!      :                                         :                 :                          +- ShuffleQueryStage 1                                                                                                                                                                                                                                                                                                                                                                                                                                                            :                 :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
!      :                                         :                 :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]                                                                                                                                                                                                                                                                                                                                                                          :                 :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
!      :                                         :                 :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]                                                                                                                                                                                                                                                                                                                                                                                                                  :                 :                                   +- *(2) Filter isnotnull(day_col#19632)
!      :                                         :                 :                                   +- *(2) Filter isnotnull(day_col#19632)                                                                                                                                                                                                                                                                                                                                                                                                                                  :                 :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                                         :                 :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                            :                 +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0
!      :                                         :                 +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                          :                    +- AQEShuffleRead coalesced
!      :                                         :                    +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                               :                       +- ShuffleQueryStage 2
!      :                                         :                       +- ShuffleQueryStage 2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 :                          +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
!      :                                         :                          +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]                                                                                                                                                                                                                                                                                                                                                                                                                 :                             +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
!      :                                         :                             +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]                                                                                                                                                                                                                                                                                                                                                                                                                               :                                +- *(3) Filter isnotnull(product_id#19637L)
!      :                                         :                                +- *(3) Filter isnotnull(product_id#19637L)                                                                                                                                                                                                                                                                                                                                                                                                                                                   :                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                                         :                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                                        +- *(32) Sort [f1#19557L ASC NULLS FIRST], false, 0
!      :                                         +- *(32) Sort [f1#19557L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                               +- AQEShuffleRead coalesced
!      :                                            +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       +- ShuffleQueryStage 3
!      :                                               +- ShuffleQueryStage 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
!      :                                                  +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]                                                                                                                                                                                                                                                                                                                                                                                                                                               +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
!      :                                                     +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]                                                                                                                                                                                                                                                                                                                                                                                                                                                                         +- *(4) Filter isnotnull(user_id#19645L)
!      :                                                        +- *(4) Filter isnotnull(user_id#19645L)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []
!      :                                                           +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                                         
!      +- Sort [f1#19610 ASC NULLS FIRST, f3#19612 ASC NULLS FIRST, f5#19614 ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                            
!         +- Exchange hashpartitioning(f1#19610, f3#19612, f5#19614, 8192), ENSURE_REQUIREMENTS, [plan_id=80859]                                                                                                                                                                                                                                                                                                                                                                                                                   
!            +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[count(1)], output=[f0#19609L, f1#19610, f3#19612, f5#19614])                                                                                                                                                                                                                                                                                                                                                                       
!               +- Exchange hashpartitioning(city0#19605, day_col0#19606, brand_name0#19608, 8192), ENSURE_REQUIREMENTS, [plan_id=80855]                                                                                                                                                                                                                                                                                                                                                                                           
!                  +- HashAggregate(keys=[city0#19605, day_col0#19606, brand_name0#19608], functions=[partial_count(1)], output=[city0#19605, day_col0#19606, brand_name0#19608, count#19854L])                                                                                                                                                                                                                                                                                                                                    
!                     +- Project [city0#19605, day_col0#19606, brand_name0#19608]                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                        +- SortMergeJoin [product_id#19706L], [product_id#19719L], Inner                                                                                                                                                                                                                                                                                                                                                                                                                                          
!                           :- Sort [product_id#19706L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                           :  +- ShuffleQueryStage 38                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
!                           :     +- Exchange hashpartitioning(product_id#19706L, 8192), ENSURE_REQUIREMENTS, [plan_id=80213]                                                                                                                                                                                                                                                                                                                                                                                                      
!                           :        +- *(37) Project [product_id#19706L, city0#19605, day_col0#19606]                                                                                                                                                                                                                                                                                                                                                                                                                             
!                           :           +- *(37) BroadcastHashJoin [f2#19604], [cast(day_col#19714 as timestamp)], Inner, BuildRight, false                                                                                                                                                                                                                                                                                                                                                                                        
!                           :              :- *(37) Project [product_id#19706L, f2#19604, city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                                             
!                           :              :  +- *(37) BroadcastHashJoin [buyer_id#19704L], [user_id#19709L], Inner, BuildLeft, false                                                                                                                                                                                                                                                                                                                                                                                              
!                           :              :     :- BroadcastQueryStage 29                                                                                                                                                                                                                                                                                                                                                                                                                                                         
!                           :              :     :  +- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [plan_id=76510]                                                                                                                                                                                                                                                                                                                                                                          
!                           :              :     :     +- AQEShuffleRead local                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!                           :              :     :        +- ShuffleQueryStage 16                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                           :              :     :           +- Exchange hashpartitioning(buyer_id#19704L, 8192), ENSURE_REQUIREMENTS, [plan_id=73768]                                                                                                                                                                                                                                                                                                                                                                             
!                           :              :     :              +- *(13) Project [product_id#19706L, date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai)) AS f2#19604, buyer_id#19704L]                                                                                                                                                                                                                                                                                                                       
!                           :              :     :                 +- *(13) Filter (((((isnotnull(order_date#19702) AND (order_date#19702 > 2023-11-12)) AND (order_date#19702 < 2023-12-12)) AND isnotnull(buyer_id#19704L)) AND isnotnull(product_id#19706L)) AND isnotnull(date_trunc(DAY, cast(order_date#19702 as timestamp), Some(Asia/Shanghai))))                                                                                                                                                                          
!                           :              :     :                    +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19702, buyer_id#19704L, product_id#19706L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, buyer_id IS NOT NULL, product_id IS NOT NULL, groupedBy=] RuntimeFilters: []   
!                           :              :     +- *(37) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                                    
!                           :              :        +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                    
!                           :              :           +- ShuffleQueryStage 17                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!                           :              :              +- Exchange hashpartitioning(user_id#19709L, city0#19605, 8192), ENSURE_REQUIREMENTS, [plan_id=73783]                                                                                                                                                                                                                                                                                                                                                                    
!                           :              :                 +- *(14) HashAggregate(keys=[user_id#19709L, city0#19605], functions=[], output=[user_id#19709L, city0#19605])                                                                                                                                                                                                                                                                                                                                                        
!                           :              :                    +- *(14) Project [user_id#19709L, city#19713 AS city0#19605]                                                                                                                                                                                                                                                                                                                                                                                                       
!                           :              :                       +- *(14) Filter (isnotnull(user_id#19709L) AND isnotnull(city#19713))                                                                                                                                                                                                                                                                                                                                                                                           
!                           :              :                          +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19709L, city#19713] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, city IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                                    
!                           :              +- BroadcastQueryStage 25                                                                                                                                                                                                                                                                                                                                                                                                                                                               
!                           :                 +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, date, true] as timestamp)),false), [plan_id=74772]                                                                                                                                                                                                                                                                                                                                                               
!                           :                    +- *(18) HashAggregate(keys=[day_col#19714], functions=[], output=[day_col#19714, day_col0#19606])                                                                                                                                                                                                                                                                                                                                                                                
!                           :                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                    
!                           :                          +- ShuffleQueryStage 19                                                                                                                                                                                                                                                                                                                                                                                                                                                     
!                           :                             +- ReusedExchange [day_col#19714], Exchange hashpartitioning(day_col#19677, 8192), ENSURE_REQUIREMENTS, [plan_id=73600]                                                                                                                                                                                                                                                                                                                                                  
!                           +- Sort [product_id#19719L ASC NULLS FIRST], false, 0                                                                                                                                                                                                                                                                                                                                                                                                                                                  
!                              +- ShuffleQueryStage 34                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
!                                 +- Exchange hashpartitioning(product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=78603]                                                                                                                                                                                                                                                                                                                                                                                                      
!                                    +- *(29) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[product_id#19719L, brand_name0#19608])                                                                                                                                                                                                                                                                                                                                                               
!                                       +- AQEShuffleRead coalesced                                                                                                                                                                                                                                                                                                                                                                                                                                                                
!                                          +- ShuffleQueryStage 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
!                                             +- Exchange hashpartitioning(brand_name#19724, product_id#19719L, 8192), ENSURE_REQUIREMENTS, [plan_id=73831]                                                                                                                                                                                                                                                                                                                                                                        
!                                                +- *(16) HashAggregate(keys=[brand_name#19724, product_id#19719L], functions=[], output=[brand_name#19724, product_id#19719L])                                                                                                                                                                                                                                                                                                                                                    
!                                                   +- *(16) Project [brand_name#19724, product_id#19719L]                                                                                                                                                                                                                                                                                                                                                                                                                         
!                                                      +- *(16) Filter (isnotnull(product_id#19719L) AND isnotnull(brand_name#19724))                                                                                                                                                                                                                                                                                                                                                                                              
!                                                         +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19719L, brand_name#19724] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, brand_name IS NOT NULL, groupedBy=] RuntimeFilters: []                                                                                              
24/01/03 13:52:33 INFO ShufflePartitionsUtil: For shuffle(373), advisory target size: 268435456, actual target size 1048576, minimum partition size: 1048576
24/01/03 13:52:33 INFO CodeGenerator: Code generated in 5.160996 ms
24/01/03 13:52:33 INFO SparkContext: Starting job: collect at ExecuteStatement.scala:72
24/01/03 13:52:33 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 576 started with 8 stages, 1 active jobs running
24/01/03 13:52:33 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Stage 1324.0 started with 1 tasks, 1 active stages running
24/01/03 13:52:33 INFO SQLOperationListener: Finished stage: Stage(1324, 0); Name: 'collect at ExecuteStatement.scala:72'; Status: succeeded; numTasks: 1; Took: 24 msec
24/01/03 13:52:33 INFO StatsReportListener: task runtime:(count: 1, mean: 22.000000, stdev: 0.000000, max: 22.000000, min: 22.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO DAGScheduler: Job 576 finished: collect at ExecuteStatement.scala:72, took 0.025860 s
24/01/03 13:52:33 INFO StatsReportListener: 	22.0 ms	22.0 ms	22.0 ms	22.0 ms	22.0 ms	22.0 ms	22.0 ms	22.0 ms	22.0 ms
24/01/03 13:52:33 INFO StatsReportListener: shuffle bytes written:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:33 INFO StatsReportListener: fetch wait time:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms	0.0 ms
24/01/03 13:52:33 INFO StatsReportListener: remote bytes read:(count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B	0.0 B
24/01/03 13:52:33 INFO StatsReportListener: task result size:(count: 1, mean: 24252.000000, stdev: 0.000000, max: 24252.000000, min: 24252.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	23.7 KiB	23.7 KiB	23.7 KiB	23.7 KiB	23.7 KiB	23.7 KiB	23.7 KiB	23.7 KiB	23.7 KiB
24/01/03 13:52:33 INFO StatsReportListener: executor (non-fetch) time pct: (count: 1, mean: 59.090909, stdev: 0.000000, max: 59.090909, min: 59.090909)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	59 %	59 %	59 %	59 %	59 %	59 %	59 %	59 %	59 %
24/01/03 13:52:33 INFO StatsReportListener: fetch wait time pct: (count: 1, mean: 0.000000, stdev: 0.000000, max: 0.000000, min: 0.000000)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %	 0 %
24/01/03 13:52:33 INFO StatsReportListener: other time pct: (count: 1, mean: 40.909091, stdev: 0.000000, max: 40.909091, min: 40.909091)
24/01/03 13:52:33 INFO StatsReportListener: 	0%	5%	10%	25%	50%	75%	90%	95%	100%
24/01/03 13:52:33 INFO StatsReportListener: 	41 %	41 %	41 %	41 %	41 %	41 %	41 %	41 %	41 %
24/01/03 13:52:33 INFO SQLOperationListener: Query [6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: Job 576 succeeded, 0 active jobs running
24/01/03 13:52:33 INFO AdaptiveSparkPlanExec: Final plan:
CollectLimit 1001
+- *(41) Project [f5#19598 AS DIMENSION_zy_tb_product_brand_name_jsbMkFDuNohCGyzb#19616, f0#19591L AS METRIC_avg_order_count_7d_sEEqWjiALdoCeUrv#19617L, f7#19600 AS DIMENSION_metric_time_qrAsAOHRgWWVYVHU#19618, f0#19609L AS METRIC_order_count_7d_VKquOnyHoydBGWzV#19619L, f30#19559L AS METRIC_order_count_BcSYavOAjIhoKqKI#19620L, f9#19602 AS DIMENSION_zy_tb_user_city_sdfVijrfQzvJXLFw#19621]
   +- *(41) Project [f0#19591L, f30#19559L, f5#19598, f7#19600, f9#19602, cast(null as bigint) AS f0#19609L, cast(null as string) AS f1#19610, cast(null as date) AS f3#19612, cast(null as string) AS f5#19614]
      +- *(41) LocalLimit 1001
         +- *(41) Project [f0#19591L, f30#19559L, f4#19560 AS f5#19598, f6#19562 AS f7#19600, f8#19564 AS f9#19602]
            +- *(41) Project [f30#19559L, f4#19560, f6#19562, f8#19564, cast(null as bigint) AS f0#19591L, cast(null as string) AS f1#19592, cast(null as date) AS f3#19594, cast(null as string) AS f5#19596]
               +- AQEShuffleRead coalesced
                  +- ShuffleQueryStage 39
                     +- Exchange hashpartitioning(f4#19560, f6#19562, f8#19564, 8192), ENSURE_REQUIREMENTS, [plan_id=80356]
                        +- *(38) LocalLimit 1001
                           +- *(38) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[count(1)], output=[f30#19559L, f4#19560, f6#19562, f8#19564])
                              +- AQEShuffleRead coalesced
                                 +- ShuffleQueryStage 36
                                    +- Exchange hashpartitioning(city#19649, brand_name#19642, day_col#19632, 8192), ENSURE_REQUIREMENTS, [plan_id=79959]
                                       +- *(33) HashAggregate(keys=[city#19649, brand_name#19642, day_col#19632], functions=[partial_count(1)], output=[city#19649, brand_name#19642, day_col#19632, count#19846L])
                                          +- *(33) Project [brand_name#19642, day_col#19632, city#19649]
                                             +- *(33) SortMergeJoin [f3#19554L], [f1#19557L], LeftOuter
                                                :- *(31) Sort [f3#19554L ASC NULLS FIRST], false, 0
                                                :  +- AQEShuffleRead coalesced
                                                :     +- ShuffleQueryStage 32
                                                :        +- Exchange hashpartitioning(f3#19554L, 8192), ENSURE_REQUIREMENTS, [plan_id=78266]
                                                :           +- *(25) Project [brand_name#19642, day_col#19632, buyer_id#19627L AS f3#19554L]
                                                :              +- *(25) SortMergeJoin [f3#19549L], [f1#19552L], LeftOuter
                                                :                 :- *(23) Sort [f3#19549L ASC NULLS FIRST], false, 0
                                                :                 :  +- AQEShuffleRead coalesced
                                                :                 :     +- ShuffleQueryStage 26
                                                :                 :        +- Exchange hashpartitioning(f3#19549L, 8192), ENSURE_REQUIREMENTS, [plan_id=76080]
                                                :                 :           +- *(19) Project [day_col#19632, buyer_id#19627L, product_id#19629L AS f3#19549L]
                                                :                 :              +- *(19) BroadcastHashJoin [f3#19545], [cast(f1#19547 as timestamp)], LeftOuter, BuildRight, f4#19546: boolean, false
                                                :                 :                 :- AQEShuffleRead local
                                                :                 :                 :  +- ShuffleQueryStage 0
                                                :                 :                 :     +- Exchange hashpartitioning(f3#19545, 8192), ENSURE_REQUIREMENTS, [plan_id=73308]
                                                :                 :                 :        +- *(1) Project [buyer_id#19627L, product_id#19629L, date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai)) AS f3#19545, isnotnull(date_trunc(DAY, cast(order_date#19625 as timestamp), Some(Asia/Shanghai))) AS f4#19546]
                                                :                 :                 :           +- *(1) Filter ((isnotnull(order_date#19625) AND (order_date#19625 > 2023-11-12)) AND (order_date#19625 < 2023-12-12))
                                                :                 :                 :              +- BatchScan spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76[order_date#19625, buyer_id#19627L, product_id#19629L] spark_catalog.aloudata_project.74e0bf9e_6d08_416c_8940_3fcfabff5d00__b7574cc8_c1c9_4787_a398_00ab74ff5d76 (branch=null) [filters=order_date IS NOT NULL, order_date > 19673, order_date < 19703, groupedBy=] RuntimeFilters: []
                                                :                 :                 +- BroadcastQueryStage 21
                                                :                 :                    +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[1, date, true] as timestamp)),false), [plan_id=74149]
                                                :                 :                       +- AQEShuffleRead local
                                                :                 :                          +- ShuffleQueryStage 1
                                                :                 :                             +- Exchange hashpartitioning(cast(f1#19547 as timestamp), 8192), ENSURE_REQUIREMENTS, [plan_id=73322]
                                                :                 :                                +- *(2) Project [day_col#19632, day_col#19632 AS f1#19547]
                                                :                 :                                   +- *(2) Filter isnotnull(day_col#19632)
                                                :                 :                                      +- BatchScan spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466[day_col#19632] spark_catalog.aloudata_project.9e7ae88d_75a2_40ac_953f_b126e941c864__a3c2b8b6_8e0c_4b5d_8b03_1045c4227466 (branch=null) [filters=day_col IS NOT NULL, groupedBy=] RuntimeFilters: []
                                                :                 +- *(24) Sort [f1#19552L ASC NULLS FIRST], false, 0
                                                :                    +- AQEShuffleRead coalesced
                                                :                       +- ShuffleQueryStage 2
                                                :                          +- Exchange hashpartitioning(f1#19552L, 8192), ENSURE_REQUIREMENTS, [plan_id=73340]
                                                :                             +- *(3) Project [brand_name#19642, product_id#19637L AS f1#19552L]
                                                :                                +- *(3) Filter isnotnull(product_id#19637L)
                                                :                                   +- BatchScan spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c[product_id#19637L, brand_name#19642] spark_catalog.aloudata_project.fef14a35_db02_4cd7_a731_34483dab6486__eb0f0d8d_370e_4a01_b3db_9011aae8c50c (branch=null) [filters=product_id IS NOT NULL, groupedBy=] RuntimeFilters: []
                                                +- *(32) Sort [f1#19557L ASC NULLS FIRST], false, 0
                                                   +- AQEShuffleRead coalesced
                                                      +- ShuffleQueryStage 3
                                                         +- Exchange hashpartitioning(f1#19557L, 8192), ENSURE_REQUIREMENTS, [plan_id=73358]
                                                            +- *(4) Project [city#19649, user_id#19645L AS f1#19557L]
                                                               +- *(4) Filter isnotnull(user_id#19645L)
                                                                  +- BatchScan spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca[user_id#19645L, city#19649] spark_catalog.aloudata_project.4ae8f078_f13a_463b_986e_4e8fcc5756c6__392a6a23_dc64_44a2_a843_0091525dfbca (branch=null) [filters=user_id IS NOT NULL, groupedBy=] RuntimeFilters: []

24/01/03 13:52:33 INFO ExecuteStatement: Processing devops's query[6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: RUNNING_STATE -> FINISHED_STATE, time taken: 14.825 seconds
2024-01-03 13:52:33.662 INFO KyuubiSessionManager-exec-pool: Thread-2159 org.apache.kyuubi.operation.ExecuteStatement: Query[6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb] in FINISHED_STATE
2024-01-03 13:52:33.662 INFO KyuubiSessionManager-exec-pool: Thread-2159 org.apache.kyuubi.operation.ExecuteStatement: Processing devops's query[6d0a3b92-9cc5-416e-b03b-ecd7edc1c5cb]: RUNNING_STATE -> FINISHED_STATE, time taken: 14.83 seconds