== 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#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202] 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#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202] Arguments: hashpartitioning(data_id#16178, 200), ENSURE_REQUIREMENTS, [plan_id=5583] (3) ShuffleQueryStage Output [25]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202] Arguments: 0 (4) AQEShuffleRead Input [25]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202] Arguments: local (5) Scan JDBCRelation("SDATA_YEWU"."t_bpbjgl_warning_configure") [numPartitions=1] [codegen id : 2] Output [6]: [material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] 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#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] Arguments: hashpartitioning(material_number#16344, 200), ENSURE_REQUIREMENTS, [plan_id=5593] (7) ShuffleQueryStage Output [6]: [material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] Arguments: 1 (8) AQEShuffleRead Input [6]: [material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] Arguments: local (9) BroadcastExchange Input [6]: [material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] Arguments: HashedRelationBroadcastMode(List(input[0, string, true]),false), [plan_id=5657] (10) BroadcastQueryStage Output [6]: [material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] Arguments: 2 (11) BroadcastHashJoin [codegen id : 3] Left keys [1]: [data_id#16178] Right keys [1]: [material_number#16344] Join type: LeftOuter Join condition: None (12) Project [codegen id : 3] Output [28]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, warning_days#16350, CASE WHEN (quantity#16190 <= lower#16346) THEN 库存数量低低限 WHEN ((quantity#16190 <= low#16347) AND (quantity#16190 > lower#16346)) THEN 库存数量低限 WHEN ((quantity#16190 > low#16347) AND (quantity#16190 < HIGH#16348)) THEN null WHEN ((quantity#16190 >= HIGH#16348) AND (quantity#16190 < higher#16349)) THEN 库存数量高限 WHEN (quantity#16190 >= higher#16349) THEN 库存数量高高限 END AS inventory_warning#16577, datediff(2025-03-08, cast(warehouse_date#16192 as date)) AS kl#16578] Input [31]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] (13) Project [codegen id : 3] Output [29]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, cast(quantity#16190 as decimal(38,0)) AS quantity#18380, warning_content#16191, warehouse_date#16192, cast(storage_age#16193 as decimal(38,0)) AS storage_age#18383, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, cast(warning_days#16350 as decimal(38,0)) AS warning_days#18393, inventory_warning#16577, cast(kl#16578 as decimal(38,0)) AS kl#18395, CASE WHEN (kl#16578 >= warning_days#16350) THEN 1 WHEN (kl#16578 < warning_days#16350) THEN 0 END AS warning_or_not#18396] Input [28]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, warning_days#16350, inventory_warning#16577, kl#16578] (14) WriteFiles Input [29]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#18380, warning_content#16191, warehouse_date#16192, storage_age#18383, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, warning_days#18393, inventory_warning#16577, kl#18395, warning_or_not#18396] (15) Execute InsertIntoHadoopFsRelationCommand Input: [] Arguments: file:/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4892236399643648, false, Parquet, [path=/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4892236399643648], 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#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202] Arguments: hashpartitioning(data_id#16178, 200), ENSURE_REQUIREMENTS, [plan_id=5570] (17) Sort Input [25]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202] Arguments: [data_id#16178 ASC NULLS FIRST], false, 0 (18) Exchange Input [6]: [material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] Arguments: hashpartitioning(material_number#16344, 200), ENSURE_REQUIREMENTS, [plan_id=5571] (19) Sort Input [6]: [material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] Arguments: [material_number#16344 ASC NULLS FIRST], false, 0 (20) SortMergeJoin Left keys [1]: [data_id#16178] Right keys [1]: [material_number#16344] Join type: LeftOuter Join condition: None (21) Project Output [28]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, warning_days#16350, CASE WHEN (quantity#16190 <= lower#16346) THEN 库存数量低低限 WHEN ((quantity#16190 <= low#16347) AND (quantity#16190 > lower#16346)) THEN 库存数量低限 WHEN ((quantity#16190 > low#16347) AND (quantity#16190 < HIGH#16348)) THEN null WHEN ((quantity#16190 >= HIGH#16348) AND (quantity#16190 < higher#16349)) THEN 库存数量高限 WHEN (quantity#16190 >= higher#16349) THEN 库存数量高高限 END AS inventory_warning#16577, datediff(2025-03-08, cast(warehouse_date#16192 as date)) AS kl#16578] Input [31]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, material_number#16344, lower#16346, low#16347, HIGH#16348, higher#16349, warning_days#16350] (22) Project Output [29]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, cast(quantity#16190 as decimal(38,0)) AS quantity#18380, warning_content#16191, warehouse_date#16192, cast(storage_age#16193 as decimal(38,0)) AS storage_age#18383, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, cast(warning_days#16350 as decimal(38,0)) AS warning_days#18393, inventory_warning#16577, cast(kl#16578 as decimal(38,0)) AS kl#18395, CASE WHEN (kl#16578 >= warning_days#16350) THEN 1 WHEN (kl#16578 < warning_days#16350) THEN 0 END AS warning_or_not#18396] Input [28]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#16190, warning_content#16191, warehouse_date#16192, storage_age#16193, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, warning_days#16350, inventory_warning#16577, kl#16578] (23) WriteFiles Input [29]: [data_id#16178, material_code#16179, material_name#16180, model#16181, unit#16182, whether_audited#16183, specification#16184, brand#16185, bom_number#16186, material_number_erp#16187, material_description#16188, material_note#16189, quantity#18380, warning_content#16191, warehouse_date#16192, storage_age#18383, whether_age_warning#16194, del_flag#16195, create_member#16196, office_id#16197, create_time#16198, create_member_ip_address#16199, last_modifier#16200, last_modify_time#16201, last_modify_ip_address#16202, warning_days#18393, inventory_warning#16577, kl#18395, warning_or_not#18396] (24) Execute InsertIntoHadoopFsRelationCommand Input: [] Arguments: file:/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4892236399643648, false, Parquet, [path=/home/sdata/tomcat/webapps/storage_area/private/config/123456789/钱嘉乐shurui/asset/datafile/tmp/4892236399643648], 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