TakeOrderedAndProject [channel,i_brand_id,i_class_id,i_category_id,sum(sales),sum(number_sales)]
  WholeStageCodegen (116)
    HashAggregate [channel,i_brand_id,i_class_id,i_category_id,spark_grouping_id,sum,isEmpty,sum] [sum(sales),sum(number_salesL),sum(sales),sum(number_sales),sum,isEmpty,sum]
      InputAdapter
        Exchange [channel,i_brand_id,i_class_id,i_category_id,spark_grouping_id] #1
          WholeStageCodegen (115)
            HashAggregate [channel,i_brand_id,i_class_id,i_category_id,spark_grouping_id,sales,number_sales] [sum,isEmpty,sum,sum,isEmpty,sum]
              Expand [sales,number_sales,channel,i_brand_id,i_class_id,i_category_id]
                InputAdapter
                  Union
                    WholeStageCodegen (38)
                      Project [sales,number_sales,i_brand_id,i_class_id,i_category_id]
                        Filter [sales]
                          Subquery #3
                            WholeStageCodegen (8)
                              HashAggregate [sum,count] [avg((cast(quantity as decimal(10,0)) * list_price)),average_sales,sum,count]
                                InputAdapter
                                  Exchange #15
                                    WholeStageCodegen (7)
                                      HashAggregate [quantity,list_price] [sum,count,sum,count]
                                        InputAdapter
                                          Union
                                            WholeStageCodegen (2)
                                              Project [ss_quantity,ss_list_price]
                                                BroadcastHashJoin [ss_sold_date_sk,d_date_sk]
                                                  ColumnarToRow
                                                    InputAdapter
                                                      Scan parquet spark_catalog.default.store_sales [ss_quantity,ss_list_price,ss_sold_date_sk]
                                                        ReusedSubquery [d_date_sk] #2
                                                  InputAdapter
                                                    ReusedExchange [d_date_sk] #8
                                            WholeStageCodegen (4)
                                              Project [cs_quantity,cs_list_price]
                                                BroadcastHashJoin [cs_sold_date_sk,d_date_sk]
                                                  ColumnarToRow
                                                    InputAdapter
                                                      Scan parquet spark_catalog.default.catalog_sales [cs_quantity,cs_list_price,cs_sold_date_sk]
                                                        ReusedSubquery [d_date_sk] #2
                                                  InputAdapter
                                                    ReusedExchange [d_date_sk] #8
                                            WholeStageCodegen (6)
                                              Project [ws_quantity,ws_list_price]
                                                BroadcastHashJoin [ws_sold_date_sk,d_date_sk]
                                                  ColumnarToRow
                                                    InputAdapter
                                                      Scan parquet spark_catalog.default.web_sales [ws_quantity,ws_list_price,ws_sold_date_sk]
                                                        ReusedSubquery [d_date_sk] #2
                                                  InputAdapter
                                                    ReusedExchange [d_date_sk] #8
                          HashAggregate [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count] [sum((cast(ss_quantity as decimal(10,0)) * ss_list_price)),count(1),sales,number_sales,sum,isEmpty,count]
                            InputAdapter
                              Exchange [i_brand_id,i_class_id,i_category_id] #2
                                WholeStageCodegen (37)
                                  HashAggregate [i_brand_id,i_class_id,i_category_id,ss_quantity,ss_list_price] [sum,isEmpty,count,sum,isEmpty,count]
                                    Project [ss_quantity,ss_list_price,i_brand_id,i_class_id,i_category_id]
                                      BroadcastHashJoin [ss_item_sk,i_item_sk]
                                        Project [ss_item_sk,ss_quantity,ss_list_price]
                                          BroadcastHashJoin [ss_sold_date_sk,d_date_sk]
                                            BroadcastHashJoin [ss_item_sk,ss_item_sk]
                                              Filter [ss_item_sk]
                                                ColumnarToRow
                                                  InputAdapter
                                                    Scan parquet spark_catalog.default.store_sales [ss_item_sk,ss_quantity,ss_list_price,ss_sold_date_sk]
                                                      SubqueryBroadcast [d_date_sk] #1
                                                        BroadcastExchange #3
                                                          WholeStageCodegen (1)
                                                            Project [d_date_sk]
                                                              Filter [d_year,d_moy,d_date_sk]
                                                                ColumnarToRow
                                                                  InputAdapter
                                                                    Scan parquet spark_catalog.default.date_dim [d_date_sk,d_year,d_moy]
                                              InputAdapter
                                                BroadcastExchange #4
                                                  WholeStageCodegen (17)
                                                    Project [i_item_sk]
                                                      BroadcastHashJoin [i_brand_id,i_class_id,i_category_id,brand_id,class_id,category_id]
                                                        Filter [i_brand_id,i_class_id,i_category_id]
                                                          ColumnarToRow
                                                            InputAdapter
                                                              Scan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                        InputAdapter
                                                          BroadcastExchange #5
                                                            WholeStageCodegen (16)
                                                              SortMergeJoin [brand_id,class_id,category_id,i_brand_id,i_class_id,i_category_id]
                                                                InputAdapter
                                                                  WholeStageCodegen (11)
                                                                    Sort [brand_id,class_id,category_id]
                                                                      InputAdapter
                                                                        Exchange [brand_id,class_id,category_id] #6
                                                                          WholeStageCodegen (10)
                                                                            HashAggregate [brand_id,class_id,category_id]
                                                                              InputAdapter
                                                                                Exchange [brand_id,class_id,category_id] #7
                                                                                  WholeStageCodegen (9)
                                                                                    HashAggregate [brand_id,class_id,category_id]
                                                                                      Project [i_brand_id,i_class_id,i_category_id]
                                                                                        BroadcastHashJoin [ss_item_sk,i_item_sk]
                                                                                          Project [ss_item_sk]
                                                                                            BroadcastHashJoin [ss_sold_date_sk,d_date_sk]
                                                                                              Filter [ss_item_sk]
                                                                                                ColumnarToRow
                                                                                                  InputAdapter
                                                                                                    Scan parquet spark_catalog.default.store_sales [ss_item_sk,ss_sold_date_sk]
                                                                                                      SubqueryBroadcast [d_date_sk] #2
                                                                                                        BroadcastExchange #8
                                                                                                          WholeStageCodegen (1)
                                                                                                            Project [d_date_sk]
                                                                                                              Filter [d_year,d_date_sk]
                                                                                                                ColumnarToRow
                                                                                                                  InputAdapter
                                                                                                                    Scan parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                                                                              InputAdapter
                                                                                                ReusedExchange [d_date_sk] #8
                                                                                          InputAdapter
                                                                                            BroadcastExchange #9
                                                                                              WholeStageCodegen (8)
                                                                                                SortMergeJoin [i_brand_id,i_class_id,i_category_id,i_brand_id,i_class_id,i_category_id]
                                                                                                  InputAdapter
                                                                                                    WholeStageCodegen (3)
                                                                                                      Sort [i_brand_id,i_class_id,i_category_id]
                                                                                                        InputAdapter
                                                                                                          Exchange [i_brand_id,i_class_id,i_category_id] #10
                                                                                                            WholeStageCodegen (2)
                                                                                                              Filter [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                                                                ColumnarToRow
                                                                                                                  InputAdapter
                                                                                                                    Scan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                                                  InputAdapter
                                                                                                    WholeStageCodegen (7)
                                                                                                      Sort [i_brand_id,i_class_id,i_category_id]
                                                                                                        InputAdapter
                                                                                                          Exchange [i_brand_id,i_class_id,i_category_id] #11
                                                                                                            WholeStageCodegen (6)
                                                                                                              Project [i_brand_id,i_class_id,i_category_id]
                                                                                                                BroadcastHashJoin [cs_item_sk,i_item_sk]
                                                                                                                  Project [cs_item_sk]
                                                                                                                    BroadcastHashJoin [cs_sold_date_sk,d_date_sk]
                                                                                                                      Filter [cs_item_sk]
                                                                                                                        ColumnarToRow
                                                                                                                          InputAdapter
                                                                                                                            Scan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_sold_date_sk]
                                                                                                                              ReusedSubquery [d_date_sk] #2
                                                                                                                      InputAdapter
                                                                                                                        ReusedExchange [d_date_sk] #8
                                                                                                                  InputAdapter
                                                                                                                    BroadcastExchange #12
                                                                                                                      WholeStageCodegen (5)
                                                                                                                        Filter [i_item_sk]
                                                                                                                          ColumnarToRow
                                                                                                                            InputAdapter
                                                                                                                              Scan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                InputAdapter
                                                                  WholeStageCodegen (15)
                                                                    Sort [i_brand_id,i_class_id,i_category_id]
                                                                      InputAdapter
                                                                        Exchange [i_brand_id,i_class_id,i_category_id] #13
                                                                          WholeStageCodegen (14)
                                                                            Project [i_brand_id,i_class_id,i_category_id]
                                                                              BroadcastHashJoin [ws_item_sk,i_item_sk]
                                                                                Project [ws_item_sk]
                                                                                  BroadcastHashJoin [ws_sold_date_sk,d_date_sk]
                                                                                    Filter [ws_item_sk]
                                                                                      ColumnarToRow
                                                                                        InputAdapter
                                                                                          Scan parquet spark_catalog.default.web_sales [ws_item_sk,ws_sold_date_sk]
                                                                                            ReusedSubquery [d_date_sk] #2
                                                                                    InputAdapter
                                                                                      ReusedExchange [d_date_sk] #8
                                                                                InputAdapter
                                                                                  ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id] #12
                                            InputAdapter
                                              ReusedExchange [d_date_sk] #3
                                        InputAdapter
                                          BroadcastExchange #14
                                            WholeStageCodegen (36)
                                              BroadcastHashJoin [i_item_sk,ss_item_sk]
                                                Filter [i_item_sk]
                                                  ColumnarToRow
                                                    InputAdapter
                                                      Scan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                InputAdapter
                                                  ReusedExchange [ss_item_sk] #4
                    WholeStageCodegen (76)
                      Project [sales,number_sales,i_brand_id,i_class_id,i_category_id]
                        Filter [sales]
                          ReusedSubquery [average_sales] #3
                          HashAggregate [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count] [sum((cast(cs_quantity as decimal(10,0)) * cs_list_price)),count(1),sales,number_sales,sum,isEmpty,count]
                            InputAdapter
                              Exchange [i_brand_id,i_class_id,i_category_id] #16
                                WholeStageCodegen (75)
                                  HashAggregate [i_brand_id,i_class_id,i_category_id,cs_quantity,cs_list_price] [sum,isEmpty,count,sum,isEmpty,count]
                                    Project [cs_quantity,cs_list_price,i_brand_id,i_class_id,i_category_id]
                                      BroadcastHashJoin [cs_item_sk,i_item_sk]
                                        Project [cs_item_sk,cs_quantity,cs_list_price]
                                          BroadcastHashJoin [cs_sold_date_sk,d_date_sk]
                                            BroadcastHashJoin [cs_item_sk,ss_item_sk]
                                              Filter [cs_item_sk]
                                                ColumnarToRow
                                                  InputAdapter
                                                    Scan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_quantity,cs_list_price,cs_sold_date_sk]
                                                      ReusedSubquery [d_date_sk] #1
                                              InputAdapter
                                                ReusedExchange [ss_item_sk] #4
                                            InputAdapter
                                              ReusedExchange [d_date_sk] #3
                                        InputAdapter
                                          ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id] #14
                    WholeStageCodegen (114)
                      Project [sales,number_sales,i_brand_id,i_class_id,i_category_id]
                        Filter [sales]
                          ReusedSubquery [average_sales] #3
                          HashAggregate [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count] [sum((cast(ws_quantity as decimal(10,0)) * ws_list_price)),count(1),sales,number_sales,sum,isEmpty,count]
                            InputAdapter
                              Exchange [i_brand_id,i_class_id,i_category_id] #17
                                WholeStageCodegen (113)
                                  HashAggregate [i_brand_id,i_class_id,i_category_id,ws_quantity,ws_list_price] [sum,isEmpty,count,sum,isEmpty,count]
                                    Project [ws_quantity,ws_list_price,i_brand_id,i_class_id,i_category_id]
                                      BroadcastHashJoin [ws_item_sk,i_item_sk]
                                        Project [ws_item_sk,ws_quantity,ws_list_price]
                                          BroadcastHashJoin [ws_sold_date_sk,d_date_sk]
                                            BroadcastHashJoin [ws_item_sk,ss_item_sk]
                                              Filter [ws_item_sk]
                                                ColumnarToRow
                                                  InputAdapter
                                                    Scan parquet spark_catalog.default.web_sales [ws_item_sk,ws_quantity,ws_list_price,ws_sold_date_sk]
                                                      ReusedSubquery [d_date_sk] #1
                                              InputAdapter
                                                ReusedExchange [ss_item_sk] #4
                                            InputAdapter
                                              ReusedExchange [d_date_sk] #3
                                        InputAdapter
                                          ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id] #14
