WholeStageCodegen (3)
  CometColumnarToRow
    InputAdapter
      CometTakeOrderedAndProject [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff]
        CometProject [d_year,d_year,sales_cnt,sales_cnt,sales_amt,sales_amt] [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff]
          CometSortMergeJoin [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
            CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
              CometColumnarExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1
                WholeStageCodegen (1)
                  Filter [sales_cnt]
                    HashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum] [sum(sales_cnt),sum(UnscaledValue(sales_amt)),sales_cnt,sales_amt,sum,sum]
                      CometColumnarToRow
                        InputAdapter
                          CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2
                            CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt]
                              CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3
                                  CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                    CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                      CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                        CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount]
                                          CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                            CometExchange [cs_order_number,cs_item_sk] #4
                                              CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                                CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year]
                                                  CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                    CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                      CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk]
                                                        CometScan [native_iceberg_compat] parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk]
                                                          SubqueryBroadcast [d_date_sk] #1
                                                            BroadcastExchange #5
                                                              WholeStageCodegen (1)
                                                                CometColumnarToRow
                                                                  InputAdapter
                                                                    CometFilter [d_date_sk,d_year]
                                                                      CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                                      CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6
                                                        CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                          CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id]
                                                            CometScan [native_iceberg_compat] parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id]
                                                  CometBroadcastExchange [d_date_sk,d_year] #7
                                                    CometFilter [d_date_sk,d_year]
                                                      CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                          CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount]
                                            CometExchange [cr_order_number,cr_item_sk] #8
                                              CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount]
                                                CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk]
                                                  CometScan [native_iceberg_compat] parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk]
                                      CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                        CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt]
                                          CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                            CometExchange [ss_ticket_number,ss_item_sk] #9
                                              CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                                CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year]
                                                  CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                    CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                      CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk]
                                                        CometScan [native_iceberg_compat] parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk]
                                                          ReusedSubquery [d_date_sk] #1
                                                      ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6
                                                  ReusedExchange [d_date_sk,d_year] #7
                                          CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt]
                                            CometExchange [sr_ticket_number,sr_item_sk] #10
                                              CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt]
                                                CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk]
                                                  CometScan [native_iceberg_compat] parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk]
                                      CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                        CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt]
                                          CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                            CometExchange [ws_order_number,ws_item_sk] #11
                                              CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                                CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year]
                                                  CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                    CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                      CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk]
                                                        CometScan [native_iceberg_compat] parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk]
                                                          ReusedSubquery [d_date_sk] #1
                                                      ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6
                                                  ReusedExchange [d_date_sk,d_year] #7
                                          CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt]
                                            CometExchange [wr_order_number,wr_item_sk] #12
                                              CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt]
                                                CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk]
                                                  CometScan [native_iceberg_compat] parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk]
            CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
              CometColumnarExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13
                WholeStageCodegen (2)
                  Filter [sales_cnt]
                    HashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum] [sum(sales_cnt),sum(UnscaledValue(sales_amt)),sales_cnt,sales_amt,sum,sum]
                      CometColumnarToRow
                        InputAdapter
                          CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14
                            CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt]
                              CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15
                                  CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                    CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                      CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                        CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount]
                                          CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                            CometExchange [cs_order_number,cs_item_sk] #16
                                              CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                                CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year]
                                                  CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                    CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                      CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk]
                                                        CometScan [native_iceberg_compat] parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk]
                                                          SubqueryBroadcast [d_date_sk] #2
                                                            BroadcastExchange #17
                                                              WholeStageCodegen (1)
                                                                CometColumnarToRow
                                                                  InputAdapter
                                                                    CometFilter [d_date_sk,d_year]
                                                                      CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                                      ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6
                                                  CometBroadcastExchange [d_date_sk,d_year] #18
                                                    CometFilter [d_date_sk,d_year]
                                                      CometScan [native_iceberg_compat] parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                          CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount]
                                            ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8
                                      CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                        CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt]
                                          CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                            CometExchange [ss_ticket_number,ss_item_sk] #19
                                              CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                                CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year]
                                                  CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                    CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                      CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk]
                                                        CometScan [native_iceberg_compat] parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk]
                                                          ReusedSubquery [d_date_sk] #2
                                                      ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6
                                                  ReusedExchange [d_date_sk,d_year] #18
                                          CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt]
                                            ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10
                                      CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                                        CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt]
                                          CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                            CometExchange [ws_order_number,ws_item_sk] #20
                                              CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year]
                                                CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year]
                                                  CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                    CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id]
                                                      CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk]
                                                        CometScan [native_iceberg_compat] parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk]
                                                          ReusedSubquery [d_date_sk] #2
                                                      ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6
                                                  ReusedExchange [d_date_sk,d_year] #18
                                          CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt]
                                            ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12
