== Physical Plan == AdaptiveSparkPlan (25) +- == Final Plan == Execute InsertIntoHadoopFsRelationCommand (15) +- WriteFiles (14) +- * Project (13) +- * Project (12) +- * BroadcastHashJoin LeftOuter BuildRight (11) :- AQEShuffleRead (4) : +- ShuffleQueryStage (3), Statistics(sizeInBytes=416.0 B, rowCount=1) : +- Exchange (2) : +- * Scan JDBCRelation("SDATA_YEWU"."t_materials_list") [numPartitions=1] (1) +- BroadcastQueryStage (10), Statistics(sizeInBytes=32.0 MiB, rowCount=1) +- BroadcastExchange (9) +- AQEShuffleRead (8) +- ShuffleQueryStage (7), Statistics(sizeInBytes=80.0 B, rowCount=1) +- Exchange (6) +- * Scan JDBCRelation("SDATA_YEWU"."t_bpbjgl_warning_configure") [numPartitions=1] (5) +- == Initial Plan == Execute InsertIntoHadoopFsRelationCommand (24) +- WriteFiles (23) +- Project (22) +- Project (21) +- SortMergeJoin LeftOuter (20) :- Sort (17) : +- Exchange (16) : +- Scan JDBCRelation("SDATA_YEWU"."t_materials_list") [numPartitions=1] (1) +- Sort (19) +- Exchange (18) +- Scan JDBCRelation("SDATA_YEWU"."t_bpbjgl_warning_configure") [numPartitions=1] (5) (1) Scan JDBCRelation("SDATA_YEWU"."t_materials_list") [numPartitions=1] [codegen id : 1] Output [25]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822] ReadSchema: struct<data_id:string,material_code:string,material_name:string,model:string,unit:string,whether_audited:string,specification:string,brand:string,bom_number:string,material_number_erp:string,material_description:string,material_note:string,quantity:int,warning_content:string,warehouse_date:timestamp,storage_age:int,whether_age_warning:string,del_flag:string,create_member:string,office_id:string,create_time:timestamp,create_member_ip_address:string,last_modifier:string,last_modify_time:timestamp,last_modify_ip_address:string> (2) Exchange Input [25]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822] Arguments: hashpartitioning(data_id#35798, 200), ENSURE_REQUIREMENTS, [plan_id=12336] (3) ShuffleQueryStage Output [25]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822] Arguments: 0 (4) AQEShuffleRead Input [25]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822] Arguments: local (5) Scan JDBCRelation("SDATA_YEWU"."t_bpbjgl_warning_configure") [numPartitions=1] [codegen id : 2] Output [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] PushedFilters: [*IsNotNull(material_number)] ReadSchema: struct<material_number:string,lower:int,low:int,HIGH:int,higher:int,warning_days:int> (6) Exchange Input [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] Arguments: hashpartitioning(material_number#35964, 200), ENSURE_REQUIREMENTS, [plan_id=12346] (7) ShuffleQueryStage Output [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] Arguments: 1 (8) AQEShuffleRead Input [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] Arguments: local (9) BroadcastExchange Input [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [plan_id=12410] (10) BroadcastQueryStage Output [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] Arguments: 2 (11) BroadcastHashJoin [codegen id : 3] Left keys [1]: [data_id#35798] Right keys [1]: [material_number#35964] Join type: LeftOuter Join condition: None (12) Project [codegen id : 3] Output [28]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, warning_days#35970, CASE WHEN (quantity#35810 <= lower#35966) THEN 库存数量低低限 WHEN ((quantity#35810 <= low#35967) AND (quantity#35810 > lower#35966)) THEN 库存数量低限 WHEN ((quantity#35810 > low#35967) AND (quantity#35810 < HIGH#35968)) THEN null WHEN ((quantity#35810 >= HIGH#35968) AND (quantity#35810 < higher#35969)) THEN 库存数量高限 WHEN (quantity#35810 >= higher#35969) THEN 库存数量高高限 END AS inventory_warning#36068, datediff(2025-03-13, cast(warehouse_date#35812 as date)) AS kl#36069] Input [31]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] (13) Project [codegen id : 3] Output [29]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, cast(quantity#35810 as decimal(38,0)) AS quantity#37240, warning_content#35811, warehouse_date#35812, cast(storage_age#35813 as decimal(38,0)) AS storage_age#37243, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, cast(warning_days#35970 as decimal(38,0)) AS warning_days#37253, inventory_warning#36068, cast(kl#36069 as decimal(38,0)) AS kl#37255, CASE WHEN (kl#36069 >= warning_days#35970) THEN 1 WHEN (kl#36069 < warning_days#35970) THEN 0 END AS warning_or_not#37256] Input [28]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, warning_days#35970, inventory_warning#36068, kl#36069] (14) WriteFiles Input [29]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#37240, warning_content#35811, warehouse_date#35812, storage_age#37243, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, warning_days#37253, inventory_warning#36068, kl#37255, warning_or_not#37256] (15) Execute InsertIntoHadoopFsRelationCommand Input: [] Arguments: file:/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4948859483327488, false, Parquet, [path=/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4948859483327488], Overwrite, [data_id, material_code, material_name, model, unit, whether_audited, specification, brand, bom_number, material_number_erp, material_description, material_note, quantity, warning_content, warehouse_date, storage_age, whether_age_warning, del_flag, create_member, office_id, create_time, create_member_ip_address, last_modifier, last_modify_time, ... 5 more fields] (16) Exchange Input [25]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822] Arguments: hashpartitioning(data_id#35798, 200), ENSURE_REQUIREMENTS, [plan_id=12323] (17) Sort Input [25]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822] Arguments: [data_id#35798 ASC NULLS FIRST], false, 0 (18) Exchange Input [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] Arguments: hashpartitioning(material_number#35964, 200), ENSURE_REQUIREMENTS, [plan_id=12324] (19) Sort Input [6]: [material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] Arguments: [material_number#35964 ASC NULLS FIRST], false, 0 (20) SortMergeJoin Left keys [1]: [data_id#35798] Right keys [1]: [material_number#35964] Join type: LeftOuter Join condition: None (21) Project Output [28]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, warning_days#35970, CASE WHEN (quantity#35810 <= lower#35966) THEN 库存数量低低限 WHEN ((quantity#35810 <= low#35967) AND (quantity#35810 > lower#35966)) THEN 库存数量低限 WHEN ((quantity#35810 > low#35967) AND (quantity#35810 < HIGH#35968)) THEN null WHEN ((quantity#35810 >= HIGH#35968) AND (quantity#35810 < higher#35969)) THEN 库存数量高限 WHEN (quantity#35810 >= higher#35969) THEN 库存数量高高限 END AS inventory_warning#36068, datediff(2025-03-13, cast(warehouse_date#35812 as date)) AS kl#36069] Input [31]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, material_number#35964, lower#35966, low#35967, HIGH#35968, higher#35969, warning_days#35970] (22) Project Output [29]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, cast(quantity#35810 as decimal(38,0)) AS quantity#37240, warning_content#35811, warehouse_date#35812, cast(storage_age#35813 as decimal(38,0)) AS storage_age#37243, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, cast(warning_days#35970 as decimal(38,0)) AS warning_days#37253, inventory_warning#36068, cast(kl#36069 as decimal(38,0)) AS kl#37255, CASE WHEN (kl#36069 >= warning_days#35970) THEN 1 WHEN (kl#36069 < warning_days#35970) THEN 0 END AS warning_or_not#37256] Input [28]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#35810, warning_content#35811, warehouse_date#35812, storage_age#35813, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, warning_days#35970, inventory_warning#36068, kl#36069] (23) WriteFiles Input [29]: [data_id#35798, material_code#35799, material_name#35800, model#35801, unit#35802, whether_audited#35803, specification#35804, brand#35805, bom_number#35806, material_number_erp#35807, material_description#35808, material_note#35809, quantity#37240, warning_content#35811, warehouse_date#35812, storage_age#37243, whether_age_warning#35814, del_flag#35815, create_member#35816, office_id#35817, create_time#35818, create_member_ip_address#35819, last_modifier#35820, last_modify_time#35821, last_modify_ip_address#35822, warning_days#37253, inventory_warning#36068, kl#37255, warning_or_not#37256] (24) Execute InsertIntoHadoopFsRelationCommand Input: [] Arguments: file:/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4948859483327488, false, Parquet, [path=/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4948859483327488], Overwrite, [data_id, material_code, material_name, model, unit, whether_audited, specification, brand, bom_number, material_number_erp, material_description, material_note, quantity, warning_content, warehouse_date, storage_age, whether_age_warning, del_flag, create_member, office_id, create_time, create_member_ip_address, last_modifier, last_modify_time, ... 5 more fields] (25) AdaptiveSparkPlan Output: [] Arguments: isFinalPlan=true