| insert overwrite table internal_platform_db.shuffle_split_tuning_rule_hit_task_info_query_engine_021 partition (databus_imp_date = '20260507') |
| with spark_props as |
| ( |
| select |
| t1.app_id |
| ,max(spark_partition_min) spark_partition_min |
| ,max(spark_partition_max) spark_partition_max |
| ,max(round(ifnull(spark_task_shuffle_size,'')/(1024*1024))) spark_task_shuffle_size |
| ,max(spark_shuffle_sort_bypassMergeThreshold) spark_shuffle_sort_bypassMergeThreshold |
| ,max(spark_default_parallelism) spark_default_parallelism |
| ,max(spark_sql_shuffle_partitions) spark_sql_shuffle_partitions |
| ,max(mapreduce_input_fileinputformat_split_minsize) mapreduce_input_fileinputformat_split_minsize |
| ,max(mapreduce_input_fileinputformat_split_maxsize) mapreduce_input_fileinputformat_split_maxsize |
| ,max(mapreduce_input_fileinputformat_split_minsize_per_node) mapreduce_input_fileinputformat_split_minsize_per_node |
| ,max(mapreduce_input_fileinputformat_split_minsize_per_rack) mapreduce_input_fileinputformat_split_minsize_per_rack |
| from |
| ( |
| select |
| app_id |
| ,max(spark_partition_max) spark_partition_max |
| ,max(spark_task_shuffle_size) spark_task_shuffle_size |
| ,max(spark_default_parallelism) spark_default_parallelism |
| ,max(spark_sql_shuffle_partitions) spark_sql_shuffle_partitions |
| from internal_platform_db.nextgen_platform_dsl_spark_props_fht0_query_engine_021 |
| where databus_imp_date >= '2026050700' and databus_imp_date <= '2026050723' |
| group by app_id |
| ) t1 |
| left join |
| ( |
| select |
| app_id |
| ,max(spark_partition_min) spark_partition_min |
| ,max(spark_shuffle_sort_bypassMergeThreshold) spark_shuffle_sort_bypassMergeThreshold |
| ,max(mapreduce_input_fileinputformat_split_minsize) mapreduce_input_fileinputformat_split_minsize |
| ,max(mapreduce_input_fileinputformat_split_maxsize) mapreduce_input_fileinputformat_split_maxsize |
| ,max(mapreduce_input_fileinputformat_split_minsize_per_node) mapreduce_input_fileinputformat_split_minsize_per_node |
| ,max(mapreduce_input_fileinputformat_split_minsize_per_rack) mapreduce_input_fileinputformat_split_minsize_per_rack |
| from internal_platform_db.ods_spark_props_extra_query_engine_021 |
| where dt = '20260507' |
| group by app_id |
| ) t2 |
| on t1.app_id=t2.app_id |
| group by t1.app_id |
| ), |
| app_info as |
| ( |
| select |
| t1.* |
| ,dw_appgroup |
| ,case when (project_id is null or project_id = '') then 'us' else 'datawd' end tag |
| from |
| ( |
| select * |
| from internal_platform_db.deep_tuning_rule_hit_app_info_query_engine_021 |
| where databus_imp_date = '20260507' and stage_type = 'shuffleInputStage' |
| ) t1 |
| join |
| ( |
| select |
| task_id |
| ,max(project_id) project_id |
| ,max(dw_appgroup) dw_appgroup |
| from internal_platform_db.nextgen_platform_dsl_us_task_detail_fdt0_query_engine_021 |
| where databus_imp_date = '20260507' |
| group by task_id |
| ) t2 |
| on t1.usp_task_id=t2.task_id |
|
|
| union all |
|
|
| select |
| t1.* |
| ,dw_appgroup |
| ,'gputj' tag |
| from |
| ( |
| select * |
| from internal_platform_db.deep_tuning_rule_hit_app_info_query_engine_021 |
| where databus_imp_date = '20260507' and stage_type = 'shuffleInputStage' |
| ) t1 |
| join |
| ( |
| select |
| task_id |
| ,max(app_group_id) dw_appgroup |
| from internal_platform_db.nextgen_platform_dsl_gputj_task_detail_fdt0_query_engine_021 |
| where databus_imp_date >= '2026050700' and databus_imp_date <= '2026050723' |
| group by task_id |
| ) t2 |
| on t1.usp_task_id=t2.task_id |
| ), |
| task_info as |
| ( |
| select |
| usp_task_id |
| ,t1.app_id app_id |
| ,app_time_usage |
| ,dw_appgroup |
| ,tag |
| ,product_name |
| ,shuffle_split |
| ,max_shuffle_stage_task_num |
| ,shuffle_stage_time |
| ,shuffle_stage_task_time_50th |
| ,shuffle_stage_task_time_90th |
| ,spark_partition_min |
| ,spark_partition_max |
| ,spark_task_shuffle_size |
| ,spark_default_parallelism |
| ,spark_sql_shuffle_partitions |
| ,spark_shuffle_sort_bypassMergeThreshold |
| ,spark_version |
| ,start_time |
| ,end_time |
| ,row_number() over (partition by usp_task_id order by app_time_usage desc) as rk |
| from |
| ( |
| select |
| usp_task_id |
| ,a.app_id app_id |
| ,dw_appgroup |
| ,tag |
| ,app_time_usage |
| ,spark_version |
| ,case when |
| ( (spark_version <>'2.1.0' and (spark_default_parallelism is not null and spark_default_parallelism <>'') and cast(task_num as int)>=cast(spark_default_parallelism as int)) |
| or |
| (spark_version<>'2.1.0'and (spark_sql_shuffle_partitions is not null and spark_sql_shuffle_partitions <>'') and cast(task_num as int)>=cast(spark_sql_shuffle_partitions as int)) |
| or |
| (spark_version='2.1.0' and (spark_partition_max is not null and spark_partition_max <>'') and cast(task_num as int)>=cast(spark_partition_max as int)) |
| or |
| (spark_version='2.1.0' and (spark_partition_max ='' or spark_partition_max is null)) |
| or |
| (spark_version<>'2.1.0' and (spark_default_parallelism ='' or spark_default_parallelism is null) and (spark_sql_shuffle_partitions ='' or spark_sql_shuffle_partitions is null)) |
| ) then '1' else '0' end as shuffle_split |
| ,task_num max_shuffle_stage_task_num |
| ,stage_time shuffle_stage_time |
| ,task_time_50th shuffle_stage_task_time_50th |
| ,task_time_90th shuffle_stage_task_time_90th |
| ,spark_partition_min |
| ,spark_partition_max |
| ,spark_task_shuffle_size |
| ,spark_default_parallelism |
| ,spark_sql_shuffle_partitions |
| ,spark_shuffle_sort_bypassMergeThreshold |
| ,start_time |
| ,end_time |
| from app_info a |
| left join spark_props b |
| on a.app_id = b.app_id |
| ) t1 |
| left join |
| ( |
| select |
| application_group |
| ,max(product_name) product_name |
| from internal_platform_db.app_group_product_info_history_query_engine_021 |
| where dt = '20260507' |
| group by |
| application_group |
| ) t2 |
| on t1.dw_appgroup = t2.application_group |
| where shuffle_split = '1' |
| ) |
|
|
| select |
| usp_task_id |
| ,app_id |
| ,app_time_usage |
| ,tag |
| ,dw_appgroup |
| ,product_name |
| ,shuffle_split |
| ,max_shuffle_stage_task_num |
| ,shuffle_stage_time |
| ,shuffle_stage_task_time_50th |
| ,shuffle_stage_task_time_90th |
| ,spark_partition_min |
| ,spark_partition_max |
| ,spark_task_shuffle_size |
| ,spark_default_parallelism |
| ,spark_sql_shuffle_partitions |
| ,spark_shuffle_sort_bypassMergeThreshold |
| ,spark_version |
| ,concat('https://internal-tools.example.com/optimization/appgroupfigure/config/recommended?taskId=',usp_task_id,'&applicationId=',app_id,'&startTime=',start_time,'&endTime=',end_time,'&applicationGroup=',dw_appgroup) brain_url |
| from task_info |
| where rk = 1 |
|
|
