TakeOrderedAndProject [sales_cnt_diff,sales_amt_diff,prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt]
  WholeStageCodegen (3)
    Project [d_year,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt,sales_amt,sales_amt]
      SortMergeJoin [i_brand_id,i_class_id,i_category_id,i_manufact_id,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt]
        InputAdapter
          WholeStageCodegen (1)
            ColumnarToRow
              InputAdapter
                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
                    CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                      CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))]
                        CometColumnarExchange [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]
                              CometColumnarExchange [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]
                                          CometColumnarExchange [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 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)
                                                              ColumnarToRow
                                                                InputAdapter
                                                                  CometFilter [d_date_sk,d_year]
                                                                    CometScan 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 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 parquet spark_catalog.default.date_dim [d_date_sk,d_year]
                                        CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount]
                                          CometColumnarExchange [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 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]
                                          CometColumnarExchange [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 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]
                                          CometColumnarExchange [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 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]
                                          CometColumnarExchange [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 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]
                                          CometColumnarExchange [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 parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk]
        InputAdapter
          WholeStageCodegen (2)
            ColumnarToRow
              InputAdapter
                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
                    CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt]
                      CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))]
                        CometColumnarExchange [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]
                              CometColumnarExchange [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]
                                          CometColumnarExchange [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 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)
                                                              ColumnarToRow
                                                                InputAdapter
                                                                  CometFilter [d_date_sk,d_year]
                                                                    CometScan 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 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]
                                          CometColumnarExchange [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 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]
                                          CometColumnarExchange [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 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
