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 (7)
    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 (3)
            Sort [i_brand_id,i_class_id,i_category_id,i_manufact_id]
              InputAdapter
                Exchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1
                  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]
                        InputAdapter
                          Exchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2
                            WholeStageCodegen (1)
                              HashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] [sum,sum,sum,sum]
                                ColumnarToRow
                                  InputAdapter
                                    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 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]
                                                  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 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 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 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 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 parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk]
        InputAdapter
          WholeStageCodegen (6)
            Sort [i_brand_id,i_class_id,i_category_id,i_manufact_id]
              InputAdapter
                Exchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13
                  WholeStageCodegen (5)
                    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]
                        InputAdapter
                          Exchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14
                            WholeStageCodegen (4)
                              HashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] [sum,sum,sum,sum]
                                ColumnarToRow
                                  InputAdapter
                                    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 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]
                                                  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 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 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
