VeloxColumnarToRow
  TakeOrderedAndProjectExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum_sales,number_sales]
    WholeStageCodegenTransformer (735)
      RegularHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum_sales,number_sales]
        InputIteratorTransformer
          InputAdapter
            ColumnarExchange [channel,i_brand_id,i_class_id,i_category_id,sum_sales,number_sales] #1
              VeloxResizeBatches
                WholeStageCodegenTransformer (734)
                  ProjectExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum_sales,number_sales]
                    FlushableHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum_sales,number_sales]
                      InputIteratorTransformer
                        InputAdapter
                          ColumnarUnion
                            WholeStageCodegenTransformer (146)
                              RegularHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] [sum(sales),sum(number_salesL),sum_sales,number_sales,sum,isEmpty,sum]
                                InputIteratorTransformer
                                  InputAdapter
                                    ColumnarExchange [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] #2
                                      VeloxResizeBatches
                                        WholeStageCodegenTransformer (145)
                                          ProjectExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum]
                                            FlushableHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sales,number_sales] [sum,isEmpty,sum,sum,isEmpty,sum]
                                              InputIteratorTransformer
                                                InputAdapter
                                                  ColumnarUnion
                                                    WholeStageCodegenTransformer (48)
                                                      FilterExecTransformer [sales]
                                                        Subquery #3
                                                          VeloxColumnarToRow
                                                            WholeStageCodegenTransformer (11)
                                                              RegularHashAggregateExecTransformer [sum,count] [avg((cast(quantity as decimal(10,0)) * list_price)),average_sales,sum,count]
                                                                InputIteratorTransformer
                                                                  InputAdapter
                                                                    ColumnarExchange #16
                                                                      VeloxResizeBatches
                                                                        WholeStageCodegenTransformer (10)
                                                                          FlushableHashAggregateExecTransformer [_pre_x] [sum,count,sum,count,sum,count]
                                                                            ProjectExecTransformer [quantity,list_price]
                                                                              InputIteratorTransformer
                                                                                InputAdapter
                                                                                  ColumnarUnion
                                                                                    WholeStageCodegenTransformer (3)
                                                                                      ProjectExecTransformer [ss_quantity,ss_list_price]
                                                                                        BroadcastHashJoinExecTransformer [ss_sold_date_sk,d_date_sk]
                                                                                          FileSourceScanExecTransformer parquet spark_catalog.default.store_sales [ss_quantity,ss_list_price,ss_sold_date_sk]
                                                                                            ReusedSubquery [d_date_sk] #2
                                                                                          InputIteratorTransformer
                                                                                            InputAdapter
                                                                                              ReusedExchange [d_date_sk] #9
                                                                                    WholeStageCodegenTransformer (6)
                                                                                      ProjectExecTransformer [cs_quantity,cs_list_price]
                                                                                        BroadcastHashJoinExecTransformer [cs_sold_date_sk,d_date_sk]
                                                                                          FileSourceScanExecTransformer parquet spark_catalog.default.catalog_sales [cs_quantity,cs_list_price,cs_sold_date_sk]
                                                                                            ColumnarSubqueryBroadcast [d_date_sk] #4
                                                                                              ColumnarBroadcastExchange #17
                                                                                                WholeStageCodegenTransformer (4)
                                                                                                  ProjectExecTransformer [d_date_sk]
                                                                                                    FilterExecTransformer [d_year,d_date_sk]
                                                                                                      FileSourceScanExecTransformer parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                                                                          InputIteratorTransformer
                                                                                            InputAdapter
                                                                                              ReusedExchange [d_date_sk] #17
                                                                                    WholeStageCodegenTransformer (9)
                                                                                      ProjectExecTransformer [ws_quantity,ws_list_price]
                                                                                        BroadcastHashJoinExecTransformer [ws_sold_date_sk,d_date_sk]
                                                                                          FileSourceScanExecTransformer parquet spark_catalog.default.web_sales [ws_quantity,ws_list_price,ws_sold_date_sk]
                                                                                            ReusedSubquery [d_date_sk] #4
                                                                                          InputIteratorTransformer
                                                                                            InputAdapter
                                                                                              ReusedExchange [d_date_sk] #17
                                                        ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,sum((cast(ss_quantity as decimal(10,0)) * ss_list_price)),count(1)]
                                                          RegularHashAggregateExecTransformer [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),sum,isEmpty,count]
                                                            InputIteratorTransformer
                                                              InputAdapter
                                                                ColumnarExchange [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count] #3
                                                                  VeloxResizeBatches
                                                                    WholeStageCodegenTransformer (47)
                                                                      ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count]
                                                                        FlushableHashAggregateExecTransformer [i_brand_id,i_class_id,i_category_id,_pre_x] [sum,isEmpty,count,sum,isEmpty,count,sum,isEmpty]
                                                                          ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,ss_quantity,ss_list_price]
                                                                            BroadcastHashJoinExecTransformer [ss_item_sk,i_item_sk]
                                                                              ProjectExecTransformer [ss_item_sk,ss_quantity,ss_list_price]
                                                                                BroadcastHashJoinExecTransformer [ss_sold_date_sk,d_date_sk]
                                                                                  BroadcastHashJoinExecTransformer [ss_item_sk,ss_item_sk]
                                                                                    FilterExecTransformer [ss_item_sk]
                                                                                      FileSourceScanExecTransformer parquet spark_catalog.default.store_sales [ss_item_sk,ss_quantity,ss_list_price,ss_sold_date_sk]
                                                                                        ColumnarSubqueryBroadcast [d_date_sk] #1
                                                                                          ColumnarBroadcastExchange #4
                                                                                            WholeStageCodegenTransformer (12)
                                                                                              ProjectExecTransformer [d_date_sk]
                                                                                                FilterExecTransformer [d_year,d_moy,d_date_sk]
                                                                                                  FileSourceScanExecTransformer parquet spark_catalog.default.date_dim [d_date_sk,d_year,d_moy]
                                                                                    InputIteratorTransformer
                                                                                      InputAdapter
                                                                                        ColumnarBroadcastExchange #5
                                                                                          WholeStageCodegenTransformer (28)
                                                                                            ProjectExecTransformer [i_item_sk]
                                                                                              BroadcastHashJoinExecTransformer [i_brand_id,i_class_id,i_category_id,brand_id,class_id,category_id]
                                                                                                FilterExecTransformer [i_brand_id,i_class_id,i_category_id]
                                                                                                  FileSourceScanExecTransformer parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                                                InputIteratorTransformer
                                                                                                  InputAdapter
                                                                                                    ColumnarBroadcastExchange #6
                                                                                                      WholeStageCodegenTransformer (27)
                                                                                                        ShuffledHashJoinExecTransformer [brand_id,class_id,category_id,i_brand_id,i_class_id,i_category_id]
                                                                                                          InputIteratorTransformer
                                                                                                            InputAdapter
                                                                                                              ColumnarExchange [brand_id,class_id,category_id] #7
                                                                                                                VeloxResizeBatches
                                                                                                                  WholeStageCodegenTransformer (22)
                                                                                                                    ProjectExecTransformer [brand_id,class_id,category_id]
                                                                                                                      FlushableHashAggregateExecTransformer [brand_id,class_id,category_id]
                                                                                                                        InputIteratorTransformer
                                                                                                                          InputAdapter
                                                                                                                            ColumnarExchange [brand_id,class_id,category_id] #8
                                                                                                                              VeloxResizeBatches
                                                                                                                                WholeStageCodegenTransformer (21)
                                                                                                                                  ProjectExecTransformer [brand_id,class_id,category_id]
                                                                                                                                    FlushableHashAggregateExecTransformer [brand_id,class_id,category_id]
                                                                                                                                      ProjectExecTransformer [i_brand_id,i_class_id,i_category_id]
                                                                                                                                        BroadcastHashJoinExecTransformer [ss_item_sk,i_item_sk]
                                                                                                                                          ProjectExecTransformer [ss_item_sk]
                                                                                                                                            BroadcastHashJoinExecTransformer [ss_sold_date_sk,d_date_sk]
                                                                                                                                              FilterExecTransformer [ss_item_sk]
                                                                                                                                                FileSourceScanExecTransformer parquet spark_catalog.default.store_sales [ss_item_sk,ss_sold_date_sk]
                                                                                                                                                  ColumnarSubqueryBroadcast [d_date_sk] #2
                                                                                                                                                    ColumnarBroadcastExchange #9
                                                                                                                                                      WholeStageCodegenTransformer (13)
                                                                                                                                                        ProjectExecTransformer [d_date_sk]
                                                                                                                                                          FilterExecTransformer [d_year,d_date_sk]
                                                                                                                                                            FileSourceScanExecTransformer parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                                                                                                                              InputIteratorTransformer
                                                                                                                                                InputAdapter
                                                                                                                                                  ReusedExchange [d_date_sk] #9
                                                                                                                                          InputIteratorTransformer
                                                                                                                                            InputAdapter
                                                                                                                                              ColumnarBroadcastExchange #10
                                                                                                                                                WholeStageCodegenTransformer (20)
                                                                                                                                                  ShuffledHashJoinExecTransformer [i_brand_id,i_class_id,i_category_id,i_brand_id,i_class_id,i_category_id]
                                                                                                                                                    InputIteratorTransformer
                                                                                                                                                      InputAdapter
                                                                                                                                                        ColumnarExchange [i_brand_id,i_class_id,i_category_id,i_item_sk] #11
                                                                                                                                                          VeloxResizeBatches
                                                                                                                                                            WholeStageCodegenTransformer (15)
                                                                                                                                                              ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,i_item_sk]
                                                                                                                                                                FilterExecTransformer [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                                                                                                                  FileSourceScanExecTransformer parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                                                                                                    InputIteratorTransformer
                                                                                                                                                      InputAdapter
                                                                                                                                                        ColumnarExchange [i_brand_id,i_class_id,i_category_id] #12
                                                                                                                                                          VeloxResizeBatches
                                                                                                                                                            WholeStageCodegenTransformer (19)
                                                                                                                                                              ProjectExecTransformer [i_brand_id,i_class_id,i_category_id]
                                                                                                                                                                BroadcastHashJoinExecTransformer [cs_item_sk,i_item_sk]
                                                                                                                                                                  ProjectExecTransformer [cs_item_sk]
                                                                                                                                                                    BroadcastHashJoinExecTransformer [cs_sold_date_sk,d_date_sk]
                                                                                                                                                                      FilterExecTransformer [cs_item_sk]
                                                                                                                                                                        FileSourceScanExecTransformer parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_sold_date_sk]
                                                                                                                                                                          ReusedSubquery [d_date_sk] #2
                                                                                                                                                                      InputIteratorTransformer
                                                                                                                                                                        InputAdapter
                                                                                                                                                                          ReusedExchange [d_date_sk] #9
                                                                                                                                                                  InputIteratorTransformer
                                                                                                                                                                    InputAdapter
                                                                                                                                                                      ColumnarBroadcastExchange #13
                                                                                                                                                                        WholeStageCodegenTransformer (18)
                                                                                                                                                                          FilterExecTransformer [i_item_sk]
                                                                                                                                                                            FileSourceScanExecTransformer parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                                                          InputIteratorTransformer
                                                                                                            InputAdapter
                                                                                                              ColumnarExchange [i_brand_id,i_class_id,i_category_id] #14
                                                                                                                VeloxResizeBatches
                                                                                                                  WholeStageCodegenTransformer (26)
                                                                                                                    ProjectExecTransformer [i_brand_id,i_class_id,i_category_id]
                                                                                                                      BroadcastHashJoinExecTransformer [ws_item_sk,i_item_sk]
                                                                                                                        ProjectExecTransformer [ws_item_sk]
                                                                                                                          BroadcastHashJoinExecTransformer [ws_sold_date_sk,d_date_sk]
                                                                                                                            FilterExecTransformer [ws_item_sk]
                                                                                                                              FileSourceScanExecTransformer parquet spark_catalog.default.web_sales [ws_item_sk,ws_sold_date_sk]
                                                                                                                                ReusedSubquery [d_date_sk] #2
                                                                                                                            InputIteratorTransformer
                                                                                                                              InputAdapter
                                                                                                                                ReusedExchange [d_date_sk] #9
                                                                                                                        InputIteratorTransformer
                                                                                                                          InputAdapter
                                                                                                                            ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id] #13
                                                                                  InputIteratorTransformer
                                                                                    InputAdapter
                                                                                      ReusedExchange [d_date_sk] #4
                                                                              InputIteratorTransformer
                                                                                InputAdapter
                                                                                  ColumnarBroadcastExchange #15
                                                                                    WholeStageCodegenTransformer (46)
                                                                                      BroadcastHashJoinExecTransformer [i_item_sk,ss_item_sk]
                                                                                        FilterExecTransformer [i_item_sk]
                                                                                          FileSourceScanExecTransformer parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id]
                                                                                        InputIteratorTransformer
                                                                                          InputAdapter
                                                                                            ReusedExchange [ss_item_sk] #5
                                                    WholeStageCodegenTransformer (96)
                                                      FilterExecTransformer [sales]
                                                        ReusedSubquery [average_sales] #3
                                                        ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,sum((cast(cs_quantity as decimal(10,0)) * cs_list_price)),count(1)]
                                                          RegularHashAggregateExecTransformer [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),sum,isEmpty,count]
                                                            InputIteratorTransformer
                                                              InputAdapter
                                                                ColumnarExchange [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count] #18
                                                                  VeloxResizeBatches
                                                                    WholeStageCodegenTransformer (95)
                                                                      ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count]
                                                                        FlushableHashAggregateExecTransformer [i_brand_id,i_class_id,i_category_id,_pre_x] [sum,isEmpty,count,sum,isEmpty,count,sum,isEmpty]
                                                                          ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,cs_quantity,cs_list_price]
                                                                            BroadcastHashJoinExecTransformer [cs_item_sk,i_item_sk]
                                                                              ProjectExecTransformer [cs_item_sk,cs_quantity,cs_list_price]
                                                                                BroadcastHashJoinExecTransformer [cs_sold_date_sk,d_date_sk]
                                                                                  BroadcastHashJoinExecTransformer [cs_item_sk,ss_item_sk]
                                                                                    FilterExecTransformer [cs_item_sk]
                                                                                      FileSourceScanExecTransformer parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_quantity,cs_list_price,cs_sold_date_sk]
                                                                                        ReusedSubquery [d_date_sk] #1
                                                                                    InputIteratorTransformer
                                                                                      InputAdapter
                                                                                        ReusedExchange [ss_item_sk] #5
                                                                                  InputIteratorTransformer
                                                                                    InputAdapter
                                                                                      ReusedExchange [d_date_sk] #4
                                                                              InputIteratorTransformer
                                                                                InputAdapter
                                                                                  ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id] #15
                                                    WholeStageCodegenTransformer (144)
                                                      FilterExecTransformer [sales]
                                                        ReusedSubquery [average_sales] #3
                                                        ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,sum((cast(ws_quantity as decimal(10,0)) * ws_list_price)),count(1)]
                                                          RegularHashAggregateExecTransformer [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),sum,isEmpty,count]
                                                            InputIteratorTransformer
                                                              InputAdapter
                                                                ColumnarExchange [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count] #19
                                                                  VeloxResizeBatches
                                                                    WholeStageCodegenTransformer (143)
                                                                      ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,sum,isEmpty,count]
                                                                        FlushableHashAggregateExecTransformer [i_brand_id,i_class_id,i_category_id,_pre_x] [sum,isEmpty,count,sum,isEmpty,count,sum,isEmpty]
                                                                          ProjectExecTransformer [i_brand_id,i_class_id,i_category_id,ws_quantity,ws_list_price]
                                                                            BroadcastHashJoinExecTransformer [ws_item_sk,i_item_sk]
                                                                              ProjectExecTransformer [ws_item_sk,ws_quantity,ws_list_price]
                                                                                BroadcastHashJoinExecTransformer [ws_sold_date_sk,d_date_sk]
                                                                                  BroadcastHashJoinExecTransformer [ws_item_sk,ss_item_sk]
                                                                                    FilterExecTransformer [ws_item_sk]
                                                                                      FileSourceScanExecTransformer parquet spark_catalog.default.web_sales [ws_item_sk,ws_quantity,ws_list_price,ws_sold_date_sk]
                                                                                        ReusedSubquery [d_date_sk] #1
                                                                                    InputIteratorTransformer
                                                                                      InputAdapter
                                                                                        ReusedExchange [ss_item_sk] #5
                                                                                  InputIteratorTransformer
                                                                                    InputAdapter
                                                                                      ReusedExchange [d_date_sk] #4
                                                                              InputIteratorTransformer
                                                                                InputAdapter
                                                                                  ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id] #15
                            WholeStageCodegenTransformer (293)
                              ProjectExecTransformer [channel,i_brand_id,i_class_id,sum(sum_sales),sum(number_salesL)]
                                RegularHashAggregateExecTransformer [channel,i_brand_id,i_class_id,sum,isEmpty,sum] [sum(sum_sales),sum(number_salesL),sum,isEmpty,sum]
                                  InputIteratorTransformer
                                    InputAdapter
                                      ColumnarExchange [channel,i_brand_id,i_class_id,sum,isEmpty,sum] #20
                                        VeloxResizeBatches
                                          WholeStageCodegenTransformer (292)
                                            ProjectExecTransformer [channel,i_brand_id,i_class_id,sum,isEmpty,sum]
                                              FlushableHashAggregateExecTransformer [channel,i_brand_id,i_class_id,sum_sales,number_sales] [sum,isEmpty,sum,sum,isEmpty,sum]
                                                ProjectExecTransformer [channel,i_brand_id,i_class_id,sum(sales),sum(number_salesL)]
                                                  RegularHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] [sum(sales),sum(number_salesL),sum,isEmpty,sum]
                                                    InputIteratorTransformer
                                                      InputAdapter
                                                        ReusedExchange [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] #2
                            WholeStageCodegenTransformer (440)
                              ProjectExecTransformer [channel,i_brand_id,sum(sum_sales),sum(number_salesL)]
                                RegularHashAggregateExecTransformer [channel,i_brand_id,sum,isEmpty,sum] [sum(sum_sales),sum(number_salesL),sum,isEmpty,sum]
                                  InputIteratorTransformer
                                    InputAdapter
                                      ColumnarExchange [channel,i_brand_id,sum,isEmpty,sum] #21
                                        VeloxResizeBatches
                                          WholeStageCodegenTransformer (439)
                                            ProjectExecTransformer [channel,i_brand_id,sum,isEmpty,sum]
                                              FlushableHashAggregateExecTransformer [channel,i_brand_id,sum_sales,number_sales] [sum,isEmpty,sum,sum,isEmpty,sum]
                                                ProjectExecTransformer [channel,i_brand_id,sum(sales),sum(number_salesL)]
                                                  RegularHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] [sum(sales),sum(number_salesL),sum,isEmpty,sum]
                                                    InputIteratorTransformer
                                                      InputAdapter
                                                        ReusedExchange [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] #2
                            WholeStageCodegenTransformer (587)
                              ProjectExecTransformer [channel,sum(sum_sales),sum(number_salesL)]
                                RegularHashAggregateExecTransformer [channel,sum,isEmpty,sum] [sum(sum_sales),sum(number_salesL),sum,isEmpty,sum]
                                  InputIteratorTransformer
                                    InputAdapter
                                      ColumnarExchange [channel,sum,isEmpty,sum] #22
                                        VeloxResizeBatches
                                          WholeStageCodegenTransformer (586)
                                            ProjectExecTransformer [channel,sum,isEmpty,sum]
                                              FlushableHashAggregateExecTransformer [channel,sum_sales,number_sales] [sum,isEmpty,sum,sum,isEmpty,sum]
                                                ProjectExecTransformer [channel,sum(sales),sum(number_salesL)]
                                                  RegularHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] [sum(sales),sum(number_salesL),sum,isEmpty,sum]
                                                    InputIteratorTransformer
                                                      InputAdapter
                                                        ReusedExchange [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] #2
                            WholeStageCodegenTransformer (733)
                              ProjectExecTransformer [sum(sum_sales),sum(number_salesL)]
                                RegularHashAggregateExecTransformer [sum_sales,number_sales] [sum(sum_sales),sum(number_salesL),sum,isEmpty,sum]
                                  ProjectExecTransformer [sum(sales),sum(number_salesL)]
                                    RegularHashAggregateExecTransformer [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] [sum(sales),sum(number_salesL),sum,isEmpty,sum]
                                      InputIteratorTransformer
                                        InputAdapter
                                          ReusedExchange [channel,i_brand_id,i_class_id,i_category_id,sum,isEmpty,sum] #2
