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From vg...@apache.org
Subject [3/7] hive git commit: HIVE-17308: Improvement in join cardinality estimation (Vineet Garg, reviewed by Ashutosh Chauhan)
Date Tue, 22 Aug 2017 18:25:54 GMT
http://git-wip-us.apache.org/repos/asf/hive/blob/ff30a1eb/ql/src/test/results/clientpositive/perf/query64.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/query64.q.out b/ql/src/test/results/clientpositive/perf/query64.q.out
index 7464430..8afb008 100644
--- a/ql/src/test/results/clientpositive/perf/query64.q.out
+++ b/ql/src/test/results/clientpositive/perf/query64.q.out
@@ -241,43 +241,43 @@ Reducer 10 <- Reducer 19 (SIMPLE_EDGE), Reducer 9 (SIMPLE_EDGE)
 Reducer 11 <- Reducer 10 (SIMPLE_EDGE)
 Reducer 12 <- Map 1 (SIMPLE_EDGE), Map 20 (SIMPLE_EDGE)
 Reducer 13 <- Map 20 (SIMPLE_EDGE), Reducer 12 (SIMPLE_EDGE)
-Reducer 14 <- Reducer 13 (SIMPLE_EDGE), Reducer 36 (SIMPLE_EDGE)
-Reducer 15 <- Map 39 (SIMPLE_EDGE), Reducer 14 (SIMPLE_EDGE)
-Reducer 16 <- Map 40 (SIMPLE_EDGE), Reducer 15 (SIMPLE_EDGE)
-Reducer 17 <- Reducer 16 (SIMPLE_EDGE), Reducer 32 (SIMPLE_EDGE)
-Reducer 18 <- Map 40 (SIMPLE_EDGE), Reducer 17 (SIMPLE_EDGE)
+Reducer 14 <- Reducer 13 (SIMPLE_EDGE), Reducer 38 (SIMPLE_EDGE)
+Reducer 15 <- Map 41 (SIMPLE_EDGE), Reducer 14 (SIMPLE_EDGE)
+Reducer 16 <- Map 42 (SIMPLE_EDGE), Reducer 15 (SIMPLE_EDGE)
+Reducer 17 <- Reducer 16 (SIMPLE_EDGE), Reducer 34 (SIMPLE_EDGE)
+Reducer 18 <- Map 42 (SIMPLE_EDGE), Reducer 17 (SIMPLE_EDGE)
 Reducer 19 <- Reducer 18 (SIMPLE_EDGE)
 Reducer 2 <- Map 1 (SIMPLE_EDGE), Map 20 (SIMPLE_EDGE)
-Reducer 21 <- Map 20 (SIMPLE_EDGE), Reducer 43 (SIMPLE_EDGE)
-Reducer 22 <- Map 48 (SIMPLE_EDGE), Reducer 21 (SIMPLE_EDGE)
-Reducer 23 <- Reducer 22 (SIMPLE_EDGE), Reducer 35 (SIMPLE_EDGE)
-Reducer 24 <- Reducer 23 (SIMPLE_EDGE), Reducer 51 (ONE_TO_ONE_EDGE)
-Reducer 25 <- Map 55 (SIMPLE_EDGE), Reducer 24 (SIMPLE_EDGE)
-Reducer 26 <- Map 39 (SIMPLE_EDGE), Reducer 25 (SIMPLE_EDGE)
-Reducer 27 <- Map 20 (SIMPLE_EDGE), Reducer 45 (SIMPLE_EDGE)
-Reducer 28 <- Map 48 (SIMPLE_EDGE), Reducer 27 (SIMPLE_EDGE)
-Reducer 29 <- Reducer 28 (SIMPLE_EDGE), Reducer 37 (SIMPLE_EDGE)
+Reducer 21 <- Map 20 (SIMPLE_EDGE), Reducer 44 (SIMPLE_EDGE)
+Reducer 22 <- Map 47 (SIMPLE_EDGE), Reducer 21 (SIMPLE_EDGE)
+Reducer 23 <- Reducer 22 (SIMPLE_EDGE), Reducer 37 (SIMPLE_EDGE)
+Reducer 24 <- Reducer 23 (SIMPLE_EDGE), Reducer 50 (ONE_TO_ONE_EDGE)
+Reducer 25 <- Map 54 (SIMPLE_EDGE), Reducer 24 (SIMPLE_EDGE)
+Reducer 26 <- Map 41 (SIMPLE_EDGE), Reducer 25 (SIMPLE_EDGE)
+Reducer 27 <- Map 55 (SIMPLE_EDGE), Reducer 26 (SIMPLE_EDGE)
+Reducer 28 <- Map 20 (SIMPLE_EDGE), Reducer 45 (SIMPLE_EDGE)
+Reducer 29 <- Map 47 (SIMPLE_EDGE), Reducer 28 (SIMPLE_EDGE)
 Reducer 3 <- Map 20 (SIMPLE_EDGE), Reducer 2 (SIMPLE_EDGE)
-Reducer 30 <- Reducer 29 (SIMPLE_EDGE), Reducer 53 (ONE_TO_ONE_EDGE)
-Reducer 31 <- Map 55 (SIMPLE_EDGE), Reducer 30 (SIMPLE_EDGE)
-Reducer 32 <- Map 39 (SIMPLE_EDGE), Reducer 31 (SIMPLE_EDGE)
-Reducer 34 <- Map 33 (SIMPLE_EDGE), Map 38 (SIMPLE_EDGE)
-Reducer 35 <- Map 33 (SIMPLE_EDGE), Map 38 (SIMPLE_EDGE)
-Reducer 36 <- Map 33 (SIMPLE_EDGE), Map 38 (SIMPLE_EDGE)
-Reducer 37 <- Map 33 (SIMPLE_EDGE), Map 38 (SIMPLE_EDGE)
-Reducer 4 <- Reducer 3 (SIMPLE_EDGE), Reducer 34 (SIMPLE_EDGE)
-Reducer 42 <- Map 41 (SIMPLE_EDGE), Map 46 (SIMPLE_EDGE)
-Reducer 43 <- Map 47 (SIMPLE_EDGE), Reducer 42 (SIMPLE_EDGE)
-Reducer 44 <- Map 41 (SIMPLE_EDGE), Map 46 (SIMPLE_EDGE)
-Reducer 45 <- Map 47 (SIMPLE_EDGE), Reducer 44 (SIMPLE_EDGE)
-Reducer 5 <- Map 39 (SIMPLE_EDGE), Reducer 4 (SIMPLE_EDGE)
-Reducer 50 <- Map 49 (SIMPLE_EDGE), Map 54 (SIMPLE_EDGE)
-Reducer 51 <- Reducer 50 (SIMPLE_EDGE)
-Reducer 52 <- Map 49 (SIMPLE_EDGE), Map 54 (SIMPLE_EDGE)
-Reducer 53 <- Reducer 52 (SIMPLE_EDGE)
-Reducer 6 <- Map 40 (SIMPLE_EDGE), Reducer 5 (SIMPLE_EDGE)
-Reducer 7 <- Reducer 26 (SIMPLE_EDGE), Reducer 6 (SIMPLE_EDGE)
-Reducer 8 <- Map 40 (SIMPLE_EDGE), Reducer 7 (SIMPLE_EDGE)
+Reducer 30 <- Reducer 29 (SIMPLE_EDGE), Reducer 39 (SIMPLE_EDGE)
+Reducer 31 <- Reducer 30 (SIMPLE_EDGE), Reducer 52 (ONE_TO_ONE_EDGE)
+Reducer 32 <- Map 54 (SIMPLE_EDGE), Reducer 31 (SIMPLE_EDGE)
+Reducer 33 <- Map 41 (SIMPLE_EDGE), Reducer 32 (SIMPLE_EDGE)
+Reducer 34 <- Map 55 (SIMPLE_EDGE), Reducer 33 (SIMPLE_EDGE)
+Reducer 36 <- Map 35 (SIMPLE_EDGE), Map 40 (SIMPLE_EDGE)
+Reducer 37 <- Map 35 (SIMPLE_EDGE), Map 40 (SIMPLE_EDGE)
+Reducer 38 <- Map 35 (SIMPLE_EDGE), Map 40 (SIMPLE_EDGE)
+Reducer 39 <- Map 35 (SIMPLE_EDGE), Map 40 (SIMPLE_EDGE)
+Reducer 4 <- Reducer 3 (SIMPLE_EDGE), Reducer 36 (SIMPLE_EDGE)
+Reducer 44 <- Map 43 (SIMPLE_EDGE), Map 46 (SIMPLE_EDGE)
+Reducer 45 <- Map 43 (SIMPLE_EDGE), Map 46 (SIMPLE_EDGE)
+Reducer 49 <- Map 48 (SIMPLE_EDGE), Map 53 (SIMPLE_EDGE)
+Reducer 5 <- Map 41 (SIMPLE_EDGE), Reducer 4 (SIMPLE_EDGE)
+Reducer 50 <- Reducer 49 (SIMPLE_EDGE)
+Reducer 51 <- Map 48 (SIMPLE_EDGE), Map 53 (SIMPLE_EDGE)
+Reducer 52 <- Reducer 51 (SIMPLE_EDGE)
+Reducer 6 <- Map 42 (SIMPLE_EDGE), Reducer 5 (SIMPLE_EDGE)
+Reducer 7 <- Reducer 27 (SIMPLE_EDGE), Reducer 6 (SIMPLE_EDGE)
+Reducer 8 <- Map 42 (SIMPLE_EDGE), Reducer 7 (SIMPLE_EDGE)
 Reducer 9 <- Reducer 8 (SIMPLE_EDGE)
 
 Stage-0
@@ -294,7 +294,7 @@ Stage-0
               Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col13","_col14","_col15","_col16","_col17","_col18"]
               Filter Operator [FIL_259] (rows=273897192 width=88)
                 predicate:(_col30 <= _col13)
-                Merge Join Operator [MERGEJOIN_611] (rows=821691577 width=88)
+                Merge Join Operator [MERGEJOIN_615] (rows=821691577 width=88)
                   Conds:RS_256._col2, _col1, _col3=RS_257._col2, _col1, _col3(Inner),Output:["_col0","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col13","_col14","_col15","_col16","_col30","_col31","_col32","_col33"]
                 <-Reducer 19 [SIMPLE_EDGE]
                   SHUFFLE [RS_257]
@@ -307,80 +307,80 @@ Stage-0
                         SHUFFLE [RS_252]
                           PartitionCols:_col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13
                           Group By Operator [GBY_251] (rows=1493984654 width=88)
-                            Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col13","_col14","_col15","_col16","_col17"],aggregations:["count()","sum(_col45)","sum(_col46)","sum(_col47)"],keys:_col26, _col48, _col27, _col7, _col9, _col14, _col15, _col16, _col17, _col21, _col22, _col23, _col24, _col51
+                            Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col13","_col14","_col15","_col16","_col17"],aggregations:["count()","sum(_col43)","sum(_col44)","sum(_col45)"],keys:_col28, _col46, _col29, _col7, _col9, _col14, _col15, _col16, _col17, _col23, _col24, _col25, _col26, _col49
                             Select Operator [SEL_250] (rows=1493984654 width=88)
-                              Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col21","_col22","_col23","_col24","_col26","_col27","_col45","_col46","_col47","_col48","_col51"]
+                              Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col23","_col24","_col25","_col26","_col28","_col29","_col43","_col44","_col45","_col46","_col49"]
                               Filter Operator [FIL_249] (rows=1493984654 width=88)
                                 predicate:(_col56 <> _col19)
-                                Merge Join Operator [MERGEJOIN_610] (rows=1493984654 width=88)
-                                  Conds:RS_246._col39=RS_247._col0(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col21","_col22","_col23","_col24","_col26","_col27","_col45","_col46","_col47","_col48","_col51","_col56"]
-                                <-Map 40 [SIMPLE_EDGE]
+                                Merge Join Operator [MERGEJOIN_614] (rows=1493984654 width=88)
+                                  Conds:RS_246._col37=RS_247._col0(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col23","_col24","_col25","_col26","_col28","_col29","_col43","_col44","_col45","_col46","_col49","_col56"]
+                                <-Map 42 [SIMPLE_EDGE]
                                   SHUFFLE [RS_247]
                                     PartitionCols:_col0
                                     Select Operator [SEL_24] (rows=1861800 width=385)
                                       Output:["_col0","_col1"]
-                                      Filter Operator [FIL_543] (rows=1861800 width=385)
+                                      Filter Operator [FIL_547] (rows=1861800 width=385)
                                         predicate:cd_demo_sk is not null
                                         TableScan [TS_22] (rows=1861800 width=385)
                                           default@customer_demographics,cd2,Tbl:COMPLETE,Col:NONE,Output:["cd_demo_sk","cd_marital_status"]
                                 <-Reducer 17 [SIMPLE_EDGE]
                                   SHUFFLE [RS_246]
-                                    PartitionCols:_col39
-                                    Merge Join Operator [MERGEJOIN_609] (rows=1358167838 width=88)
-                                      Conds:RS_243._col0=RS_244._col18(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col21","_col22","_col23","_col24","_col26","_col27","_col39","_col45","_col46","_col47","_col48","_col51"]
+                                    PartitionCols:_col37
+                                    Merge Join Operator [MERGEJOIN_613] (rows=1358167838 width=88)
+                                      Conds:RS_243._col0=RS_244._col16(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col23","_col24","_col25","_col26","_col28","_col29","_col37","_col43","_col44","_col45","_col46","_col49"]
                                     <-Reducer 16 [SIMPLE_EDGE]
                                       SHUFFLE [RS_243]
                                         PartitionCols:_col0
-                                        Merge Join Operator [MERGEJOIN_598] (rows=128840811 width=860)
+                                        Merge Join Operator [MERGEJOIN_602] (rows=128840811 width=860)
                                           Conds:RS_240._col1=RS_241._col0(Inner),Output:["_col0","_col7","_col9","_col14","_col15","_col16","_col17","_col19"]
-                                        <-Map 40 [SIMPLE_EDGE]
+                                        <-Map 42 [SIMPLE_EDGE]
                                           SHUFFLE [RS_241]
                                             PartitionCols:_col0
                                              Please refer to the previous Select Operator [SEL_24]
                                         <-Reducer 15 [SIMPLE_EDGE]
                                           SHUFFLE [RS_240]
                                             PartitionCols:_col1
-                                            Merge Join Operator [MERGEJOIN_597] (rows=117128008 width=860)
+                                            Merge Join Operator [MERGEJOIN_601] (rows=117128008 width=860)
                                               Conds:RS_237._col3=RS_238._col0(Inner),Output:["_col0","_col1","_col7","_col9","_col14","_col15","_col16","_col17"]
-                                            <-Map 39 [SIMPLE_EDGE]
+                                            <-Map 41 [SIMPLE_EDGE]
                                               SHUFFLE [RS_238]
                                                 PartitionCols:_col0
                                                 Select Operator [SEL_21] (rows=40000000 width=1014)
                                                   Output:["_col0","_col1","_col2","_col3","_col4"]
-                                                  Filter Operator [FIL_542] (rows=40000000 width=1014)
+                                                  Filter Operator [FIL_546] (rows=40000000 width=1014)
                                                     predicate:ca_address_sk is not null
                                                     TableScan [TS_19] (rows=40000000 width=1014)
                                                       default@customer_address,ad2,Tbl:COMPLETE,Col:NONE,Output:["ca_address_sk","ca_street_number","ca_street_name","ca_city","ca_zip"]
                                             <-Reducer 14 [SIMPLE_EDGE]
                                               SHUFFLE [RS_237]
                                                 PartitionCols:_col3
-                                                Merge Join Operator [MERGEJOIN_596] (rows=106480005 width=860)
+                                                Merge Join Operator [MERGEJOIN_600] (rows=106480005 width=860)
                                                   Conds:RS_234._col2=RS_235._col0(Inner),Output:["_col0","_col1","_col3","_col7","_col9"]
                                                 <-Reducer 13 [SIMPLE_EDGE]
                                                   SHUFFLE [RS_234]
                                                     PartitionCols:_col2
-                                                    Merge Join Operator [MERGEJOIN_594] (rows=96800003 width=860)
+                                                    Merge Join Operator [MERGEJOIN_598] (rows=96800003 width=860)
                                                       Conds:RS_231._col4=RS_232._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col7","_col9"]
                                                     <-Map 20 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_232]
                                                         PartitionCols:_col0
                                                         Select Operator [SEL_136] (rows=73049 width=1119)
                                                           Output:["_col0","_col1"]
-                                                          Filter Operator [FIL_558] (rows=73049 width=1119)
+                                                          Filter Operator [FIL_562] (rows=73049 width=1119)
                                                             predicate:d_date_sk is not null
                                                             TableScan [TS_3] (rows=73049 width=1119)
                                                               default@date_dim,d2,Tbl:COMPLETE,Col:NONE,Output:["d_date_sk","d_year"]
                                                     <-Reducer 12 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_231]
                                                         PartitionCols:_col4
-                                                        Merge Join Operator [MERGEJOIN_593] (rows=88000001 width=860)
+                                                        Merge Join Operator [MERGEJOIN_597] (rows=88000001 width=860)
                                                           Conds:RS_228._col5=RS_229._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col7"]
                                                         <-Map 20 [SIMPLE_EDGE]
                                                           SHUFFLE [RS_229]
                                                             PartitionCols:_col0
                                                             Select Operator [SEL_133] (rows=73049 width=1119)
                                                               Output:["_col0","_col1"]
-                                                              Filter Operator [FIL_557] (rows=73049 width=1119)
+                                                              Filter Operator [FIL_561] (rows=73049 width=1119)
                                                                 predicate:d_date_sk is not null
                                                                  Please refer to the previous TableScan [TS_3]
                                                         <-Map 1 [SIMPLE_EDGE]
@@ -388,183 +388,183 @@ Stage-0
                                                             PartitionCols:_col5
                                                             Select Operator [SEL_2] (rows=80000000 width=860)
                                                               Output:["_col0","_col1","_col2","_col3","_col4","_col5"]
-                                                              Filter Operator [FIL_537] (rows=80000000 width=860)
+                                                              Filter Operator [FIL_541] (rows=80000000 width=860)
                                                                 predicate:(c_customer_sk is not null and c_first_sales_date_sk is not null and c_first_shipto_date_sk is not null and c_current_cdemo_sk is not null and c_current_hdemo_sk is not null and c_current_addr_sk is not null)
                                                                 TableScan [TS_0] (rows=80000000 width=860)
                                                                   default@customer,customer,Tbl:COMPLETE,Col:NONE,Output:["c_customer_sk","c_current_cdemo_sk","c_current_hdemo_sk","c_current_addr_sk","c_first_shipto_date_sk","c_first_sales_date_sk"]
-                                                <-Reducer 36 [SIMPLE_EDGE]
+                                                <-Reducer 38 [SIMPLE_EDGE]
                                                   SHUFFLE [RS_235]
                                                     PartitionCols:_col0
-                                                    Merge Join Operator [MERGEJOIN_595] (rows=7920 width=107)
+                                                    Merge Join Operator [MERGEJOIN_599] (rows=7920 width=107)
                                                       Conds:RS_143._col1=RS_144._col0(Inner),Output:["_col0"]
-                                                    <-Map 33 [SIMPLE_EDGE]
+                                                    <-Map 35 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_143]
                                                         PartitionCols:_col1
                                                         Select Operator [SEL_11] (rows=7200 width=107)
                                                           Output:["_col0","_col1"]
-                                                          Filter Operator [FIL_540] (rows=7200 width=107)
+                                                          Filter Operator [FIL_544] (rows=7200 width=107)
                                                             predicate:(hd_demo_sk is not null and hd_income_band_sk is not null)
                                                             TableScan [TS_9] (rows=7200 width=107)
                                                               default@household_demographics,hd2,Tbl:COMPLETE,Col:NONE,Output:["hd_demo_sk","hd_income_band_sk"]
-                                                    <-Map 38 [SIMPLE_EDGE]
+                                                    <-Map 40 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_144]
                                                         PartitionCols:_col0
                                                         Select Operator [SEL_14] (rows=20 width=12)
                                                           Output:["_col0"]
-                                                          Filter Operator [FIL_541] (rows=20 width=12)
+                                                          Filter Operator [FIL_545] (rows=20 width=12)
                                                             predicate:ib_income_band_sk is not null
                                                             TableScan [TS_12] (rows=20 width=12)
                                                               default@income_band,ib2,Tbl:COMPLETE,Col:NONE,Output:["ib_income_band_sk"]
-                                    <-Reducer 32 [SIMPLE_EDGE]
+                                    <-Reducer 34 [SIMPLE_EDGE]
                                       SHUFFLE [RS_244]
-                                        PartitionCols:_col18
+                                        PartitionCols:_col16
                                         Select Operator [SEL_224] (rows=1234698008 width=88)
-                                          Output:["_col1","_col2","_col3","_col4","_col6","_col7","_col18","_col19","_col25","_col26","_col27","_col28","_col31"]
-                                          Merge Join Operator [MERGEJOIN_608] (rows=1234698008 width=88)
-                                            Conds:RS_221._col13=RS_222._col0(Inner),Output:["_col10","_col11","_col17","_col18","_col19","_col20","_col23","_col28","_col29","_col31","_col32","_col33","_col34"]
-                                          <-Map 39 [SIMPLE_EDGE]
+                                          Output:["_col3","_col4","_col5","_col6","_col8","_col9","_col16","_col17","_col23","_col24","_col25","_col26","_col29"]
+                                          Merge Join Operator [MERGEJOIN_612] (rows=1234698008 width=88)
+                                            Conds:RS_221._col5, _col12=RS_222._col0, _col1(Inner),Output:["_col6","_col7","_col13","_col14","_col15","_col16","_col19","_col26","_col27","_col29","_col30","_col31","_col32"]
+                                          <-Map 55 [SIMPLE_EDGE]
                                             SHUFFLE [RS_222]
-                                              PartitionCols:_col0
-                                               Please refer to the previous Select Operator [SEL_21]
-                                          <-Reducer 31 [SIMPLE_EDGE]
+                                              PartitionCols:_col0, _col1
+                                              Select Operator [SEL_77] (rows=57591150 width=77)
+                                                Output:["_col0","_col1"]
+                                                Filter Operator [FIL_558] (rows=57591150 width=77)
+                                                  predicate:(sr_item_sk is not null and sr_ticket_number is not null)
+                                                  TableScan [TS_75] (rows=57591150 width=77)
+                                                    default@store_returns,store_returns,Tbl:COMPLETE,Col:NONE,Output:["sr_item_sk","sr_ticket_number"]
+                                          <-Reducer 33 [SIMPLE_EDGE]
                                             SHUFFLE [RS_221]
-                                              PartitionCols:_col13
-                                              Merge Join Operator [MERGEJOIN_607] (rows=1122452711 width=88)
-                                                Conds:RS_218._col14=RS_219._col0(Inner),Output:["_col10","_col11","_col13","_col17","_col18","_col19","_col20","_col23","_col28","_col29"]
-                                              <-Map 55 [SIMPLE_EDGE]
+                                              PartitionCols:_col5, _col12
+                                              Merge Join Operator [MERGEJOIN_611] (rows=1122452711 width=88)
+                                                Conds:RS_218._col9=RS_219._col0(Inner),Output:["_col5","_col6","_col7","_col12","_col13","_col14","_col15","_col16","_col19","_col26","_col27","_col29","_col30","_col31","_col32"]
+                                              <-Map 41 [SIMPLE_EDGE]
                                                 SHUFFLE [RS_219]
                                                   PartitionCols:_col0
-                                                  Select Operator [SEL_77] (rows=1704 width=1910)
-                                                    Output:["_col0","_col1","_col2"]
-                                                    Filter Operator [FIL_553] (rows=1704 width=1910)
-                                                      predicate:(s_store_sk is not null and s_store_name is not null and s_zip is not null)
-                                                      TableScan [TS_75] (rows=1704 width=1910)
-                                                        default@store,store,Tbl:COMPLETE,Col:NONE,Output:["s_store_sk","s_store_name","s_zip"]
-                                              <-Reducer 30 [SIMPLE_EDGE]
+                                                   Please refer to the previous Select Operator [SEL_21]
+                                              <-Reducer 32 [SIMPLE_EDGE]
                                                 SHUFFLE [RS_218]
-                                                  PartitionCols:_col14
-                                                  Merge Join Operator [MERGEJOIN_606] (rows=1020411534 width=88)
-                                                    Conds:RS_215._col9=RS_216._col0(Inner),Output:["_col10","_col11","_col13","_col14","_col17","_col18","_col19","_col20","_col23"]
-                                                  <-Reducer 29 [SIMPLE_EDGE]
+                                                  PartitionCols:_col9
+                                                  Merge Join Operator [MERGEJOIN_610] (rows=1020411534 width=88)
+                                                    Conds:RS_215._col10=RS_216._col0(Inner),Output:["_col5","_col6","_col7","_col9","_col12","_col13","_col14","_col15","_col16","_col19","_col26","_col27"]
+                                                  <-Map 54 [SIMPLE_EDGE]
+                                                    SHUFFLE [RS_216]
+                                                      PartitionCols:_col0
+                                                      Select Operator [SEL_71] (rows=1704 width=1910)
+                                                        Output:["_col0","_col1","_col2"]
+                                                        Filter Operator [FIL_556] (rows=1704 width=1910)
+                                                          predicate:(s_store_sk is not null and s_store_name is not null and s_zip is not null)
+                                                          TableScan [TS_69] (rows=1704 width=1910)
+                                                            default@store,store,Tbl:COMPLETE,Col:NONE,Output:["s_store_sk","s_store_name","s_zip"]
+                                                  <-Reducer 31 [SIMPLE_EDGE]
                                                     SHUFFLE [RS_215]
-                                                      PartitionCols:_col9
-                                                      Merge Join Operator [MERGEJOIN_605] (rows=927646829 width=88)
-                                                        Conds:RS_212._col0=RS_213._col9(Inner),Output:["_col9","_col10","_col11","_col13","_col14","_col17","_col18","_col19","_col20","_col23"]
-                                                      <-Reducer 28 [SIMPLE_EDGE]
-                                                        SHUFFLE [RS_213]
-                                                          PartitionCols:_col9
-                                                          Select Operator [SEL_186] (rows=843315281 width=88)
-                                                            Output:["_col6","_col7","_col8","_col9","_col10","_col11","_col14","_col15","_col16","_col17","_col20"]
-                                                            Merge Join Operator [MERGEJOIN_603] (rows=843315281 width=88)
-                                                              Conds:RS_183._col7=RS_184._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col9","_col10","_col11","_col12","_col15"]
-                                                            <-Map 48 [SIMPLE_EDGE]
-                                                              SHUFFLE [RS_184]
-                                                                PartitionCols:_col0
-                                                                Select Operator [SEL_45] (rows=2300 width=1179)
-                                                                  Output:["_col0"]
-                                                                  Filter Operator [FIL_550] (rows=2300 width=1179)
-                                                                    predicate:p_promo_sk is not null
-                                                                    TableScan [TS_43] (rows=2300 width=1179)
-                                                                      default@promotion,promotion,Tbl:COMPLETE,Col:NONE,Output:["p_promo_sk"]
-                                                            <-Reducer 27 [SIMPLE_EDGE]
-                                                              SHUFFLE [RS_183]
-                                                                PartitionCols:_col7
-                                                                Merge Join Operator [MERGEJOIN_602] (rows=766650239 width=88)
-                                                                  Conds:RS_180._col0=RS_181._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col9","_col10","_col11","_col12","_col15"]
-                                                                <-Map 20 [SIMPLE_EDGE]
-                                                                  SHUFFLE [RS_181]
+                                                      PartitionCols:_col10
+                                                      Merge Join Operator [MERGEJOIN_609] (rows=927646829 width=88)
+                                                        Conds:RS_212._col5=RS_213._col0(Inner),Output:["_col5","_col6","_col7","_col9","_col10","_col12","_col13","_col14","_col15","_col16","_col19"]
+                                                      <-Reducer 30 [SIMPLE_EDGE]
+                                                        SHUFFLE [RS_212]
+                                                          PartitionCols:_col5
+                                                          Merge Join Operator [MERGEJOIN_608] (rows=843315281 width=88)
+                                                            Conds:RS_209._col0=RS_210._col5(Inner),Output:["_col5","_col6","_col7","_col9","_col10","_col12","_col13","_col14","_col15","_col16","_col19"]
+                                                          <-Reducer 29 [SIMPLE_EDGE]
+                                                            SHUFFLE [RS_210]
+                                                              PartitionCols:_col5
+                                                              Select Operator [SEL_180] (rows=766650239 width=88)
+                                                                Output:["_col2","_col3","_col4","_col5","_col6","_col7","_col9","_col10","_col11","_col12","_col13","_col16"]
+                                                                Merge Join Operator [MERGEJOIN_606] (rows=766650239 width=88)
+                                                                  Conds:RS_177._col7=RS_178._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col8","_col9","_col10","_col11","_col12","_col15"]
+                                                                <-Map 47 [SIMPLE_EDGE]
+                                                                  SHUFFLE [RS_178]
                                                                     PartitionCols:_col0
-                                                                    Select Operator [SEL_170] (rows=36524 width=1119)
+                                                                    Select Operator [SEL_42] (rows=2300 width=1179)
                                                                       Output:["_col0"]
-                                                                      Filter Operator [FIL_568] (rows=36524 width=1119)
-                                                                        predicate:((d_year = 2001) and d_date_sk is not null)
-                                                                         Please refer to the previous TableScan [TS_3]
-                                                                <-Reducer 45 [SIMPLE_EDGE]
-                                                                  SHUFFLE [RS_180]
-                                                                    PartitionCols:_col0
-                                                                    Merge Join Operator [MERGEJOIN_601] (rows=696954748 width=88)
-                                                                      Conds:RS_177._col1, _col8=RS_178._col0, _col1(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col9","_col10","_col11","_col12","_col15"]
-                                                                    <-Map 47 [SIMPLE_EDGE]
-                                                                      SHUFFLE [RS_178]
-                                                                        PartitionCols:_col0, _col1
-                                                                        Select Operator [SEL_39] (rows=57591150 width=77)
-                                                                          Output:["_col0","_col1"]
-                                                                          Filter Operator [FIL_548] (rows=57591150 width=77)
-                                                                            predicate:(sr_item_sk is not null and sr_ticket_number is not null)
-                                                                            TableScan [TS_37] (rows=57591150 width=77)
-                                                                              default@store_returns,store_returns,Tbl:COMPLETE,Col:NONE,Output:["sr_item_sk","sr_ticket_number"]
-                                                                    <-Reducer 44 [SIMPLE_EDGE]
-                                                                      SHUFFLE [RS_177]
-                                                                        PartitionCols:_col1, _col8
-                                                                        Merge Join Operator [MERGEJOIN_600] (rows=633595212 width=88)
-                                                                          Conds:RS_174._col1=RS_175._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col15"]
-                                                                        <-Map 41 [SIMPLE_EDGE]
-                                                                          SHUFFLE [RS_174]
+                                                                      Filter Operator [FIL_553] (rows=2300 width=1179)
+                                                                        predicate:p_promo_sk is not null
+                                                                        TableScan [TS_40] (rows=2300 width=1179)
+                                                                          default@promotion,promotion,Tbl:COMPLETE,Col:NONE,Output:["p_promo_sk"]
+                                                                <-Reducer 28 [SIMPLE_EDGE]
+                                                                  SHUFFLE [RS_177]
+                                                                    PartitionCols:_col7
+                                                                    Merge Join Operator [MERGEJOIN_605] (rows=696954748 width=88)
+                                                                      Conds:RS_174._col0=RS_175._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col15"]
+                                                                    <-Map 20 [SIMPLE_EDGE]
+                                                                      SHUFFLE [RS_175]
+                                                                        PartitionCols:_col0
+                                                                        Select Operator [SEL_167] (rows=36524 width=1119)
+                                                                          Output:["_col0"]
+                                                                          Filter Operator [FIL_571] (rows=36524 width=1119)
+                                                                            predicate:((d_year = 2001) and d_date_sk is not null)
+                                                                             Please refer to the previous TableScan [TS_3]
+                                                                    <-Reducer 45 [SIMPLE_EDGE]
+                                                                      SHUFFLE [RS_174]
+                                                                        PartitionCols:_col0
+                                                                        Merge Join Operator [MERGEJOIN_604] (rows=633595212 width=88)
+                                                                          Conds:RS_171._col1=RS_172._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col15"]
+                                                                        <-Map 43 [SIMPLE_EDGE]
+                                                                          SHUFFLE [RS_171]
                                                                             PartitionCols:_col1
                                                                             Select Operator [SEL_33] (rows=575995635 width=88)
                                                                               Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11"]
-                                                                              Filter Operator [FIL_546] (rows=575995635 width=88)
+                                                                              Filter Operator [FIL_550] (rows=575995635 width=88)
                                                                                 predicate:(ss_item_sk is not null and ss_ticket_number is not null and ss_sold_date_sk is not null and ss_store_sk is not null and ss_customer_sk is not null and ss_cdemo_sk is not null and ss_promo_sk is not null and ss_hdemo_sk is not null and ss_addr_sk is not null)
                                                                                 TableScan [TS_31] (rows=575995635 width=88)
                                                                                   default@store_sales,store_sales,Tbl:COMPLETE,Col:NONE,Output:["ss_sold_date_sk","ss_item_sk","ss_customer_sk","ss_cdemo_sk","ss_hdemo_sk","ss_addr_sk","ss_store_sk","ss_promo_sk","ss_ticket_number","ss_wholesale_cost","ss_list_price","ss_coupon_amt"]
                                                                         <-Map 46 [SIMPLE_EDGE]
-                                                                          SHUFFLE [RS_175]
+                                                                          SHUFFLE [RS_172]
                                                                             PartitionCols:_col0
                                                                             Select Operator [SEL_36] (rows=2851 width=1436)
                                                                               Output:["_col0","_col3"]
-                                                                              Filter Operator [FIL_547] (rows=2851 width=1436)
+                                                                              Filter Operator [FIL_551] (rows=2851 width=1436)
                                                                                 predicate:((i_color) IN ('maroon', 'burnished', 'dim', 'steel', 'navajo', 'chocolate') and i_current_price BETWEEN 35 AND 45 and i_current_price BETWEEN 36 AND 50 and i_item_sk is not null)
                                                                                 TableScan [TS_34] (rows=462000 width=1436)
                                                                                   default@item,item,Tbl:COMPLETE,Col:NONE,Output:["i_item_sk","i_current_price","i_color","i_product_name"]
-                                                      <-Reducer 37 [SIMPLE_EDGE]
-                                                        SHUFFLE [RS_212]
-                                                          PartitionCols:_col0
-                                                          Merge Join Operator [MERGEJOIN_599] (rows=7920 width=107)
-                                                            Conds:RS_209._col1=RS_210._col0(Inner),Output:["_col0"]
-                                                          <-Map 33 [SIMPLE_EDGE]
+                                                          <-Reducer 39 [SIMPLE_EDGE]
                                                             SHUFFLE [RS_209]
-                                                              PartitionCols:_col1
-                                                               Please refer to the previous Select Operator [SEL_11]
-                                                          <-Map 38 [SIMPLE_EDGE]
-                                                            SHUFFLE [RS_210]
-                                                              PartitionCols:_col0
-                                                               Please refer to the previous Select Operator [SEL_14]
-                                                  <-Reducer 53 [ONE_TO_ONE_EDGE]
-                                                    FORWARD [RS_216]
-                                                      PartitionCols:_col0
-                                                      Select Operator [SEL_202] (rows=52798137 width=135)
-                                                        Output:["_col0"]
-                                                        Filter Operator [FIL_201] (rows=52798137 width=135)
-                                                          predicate:(_col1 > (2 * _col2))
-                                                          Group By Operator [GBY_200] (rows=158394413 width=135)
-                                                            Output:["_col0","_col1","_col2"],aggregations:["sum(VALUE._col0)","sum(VALUE._col1)"],keys:KEY._col0
-                                                          <-Reducer 52 [SIMPLE_EDGE]
-                                                            SHUFFLE [RS_199]
                                                               PartitionCols:_col0
-                                                              Group By Operator [GBY_198] (rows=316788826 width=135)
-                                                                Output:["_col0","_col1","_col2"],aggregations:["sum(_col1)","sum(_col2)"],keys:_col0
-                                                                Select Operator [SEL_196] (rows=316788826 width=135)
-                                                                  Output:["_col0","_col1","_col2"]
-                                                                  Merge Join Operator [MERGEJOIN_604] (rows=316788826 width=135)
-                                                                    Conds:RS_193._col0, _col1=RS_194._col0, _col1(Inner),Output:["_col0","_col2","_col5","_col6","_col7"]
-                                                                  <-Map 49 [SIMPLE_EDGE]
-                                                                    SHUFFLE [RS_193]
-                                                                      PartitionCols:_col0, _col1
-                                                                      Select Operator [SEL_61] (rows=287989836 width=135)
-                                                                        Output:["_col0","_col1","_col2"]
-                                                                        Filter Operator [FIL_551] (rows=287989836 width=135)
-                                                                          predicate:(cs_item_sk is not null and cs_order_number is not null)
-                                                                          TableScan [TS_59] (rows=287989836 width=135)
-                                                                            default@catalog_sales,catalog_sales,Tbl:COMPLETE,Col:NONE,Output:["cs_item_sk","cs_order_number","cs_ext_list_price"]
-                                                                  <-Map 54 [SIMPLE_EDGE]
-                                                                    SHUFFLE [RS_194]
-                                                                      PartitionCols:_col0, _col1
-                                                                      Select Operator [SEL_64] (rows=28798881 width=106)
-                                                                        Output:["_col0","_col1","_col2","_col3","_col4"]
-                                                                        Filter Operator [FIL_552] (rows=28798881 width=106)
-                                                                          predicate:(cr_item_sk is not null and cr_order_number is not null)
-                                                                          TableScan [TS_62] (rows=28798881 width=106)
-                                                                            default@catalog_returns,catalog_returns,Tbl:COMPLETE,Col:NONE,Output:["cr_item_sk","cr_order_number","cr_refunded_cash","cr_reversed_charge","cr_store_credit"]
+                                                              Merge Join Operator [MERGEJOIN_603] (rows=7920 width=107)
+                                                                Conds:RS_206._col1=RS_207._col0(Inner),Output:["_col0"]
+                                                              <-Map 35 [SIMPLE_EDGE]
+                                                                SHUFFLE [RS_206]
+                                                                  PartitionCols:_col1
+                                                                   Please refer to the previous Select Operator [SEL_11]
+                                                              <-Map 40 [SIMPLE_EDGE]
+                                                                SHUFFLE [RS_207]
+                                                                  PartitionCols:_col0
+                                                                   Please refer to the previous Select Operator [SEL_14]
+                                                      <-Reducer 52 [ONE_TO_ONE_EDGE]
+                                                        FORWARD [RS_213]
+                                                          PartitionCols:_col0
+                                                          Select Operator [SEL_196] (rows=52798137 width=135)
+                                                            Output:["_col0"]
+                                                            Filter Operator [FIL_195] (rows=52798137 width=135)
+                                                              predicate:(_col1 > (2 * _col2))
+                                                              Group By Operator [GBY_194] (rows=158394413 width=135)
+                                                                Output:["_col0","_col1","_col2"],aggregations:["sum(VALUE._col0)","sum(VALUE._col1)"],keys:KEY._col0
+                                                              <-Reducer 51 [SIMPLE_EDGE]
+                                                                SHUFFLE [RS_193]
+                                                                  PartitionCols:_col0
+                                                                  Group By Operator [GBY_192] (rows=316788826 width=135)
+                                                                    Output:["_col0","_col1","_col2"],aggregations:["sum(_col1)","sum(_col2)"],keys:_col0
+                                                                    Select Operator [SEL_190] (rows=316788826 width=135)
+                                                                      Output:["_col0","_col1","_col2"]
+                                                                      Merge Join Operator [MERGEJOIN_607] (rows=316788826 width=135)
+                                                                        Conds:RS_187._col0, _col1=RS_188._col0, _col1(Inner),Output:["_col0","_col2","_col5","_col6","_col7"]
+                                                                      <-Map 48 [SIMPLE_EDGE]
+                                                                        SHUFFLE [RS_187]
+                                                                          PartitionCols:_col0, _col1
+                                                                          Select Operator [SEL_55] (rows=287989836 width=135)
+                                                                            Output:["_col0","_col1","_col2"]
+                                                                            Filter Operator [FIL_554] (rows=287989836 width=135)
+                                                                              predicate:(cs_item_sk is not null and cs_order_number is not null)
+                                                                              TableScan [TS_53] (rows=287989836 width=135)
+                                                                                default@catalog_sales,catalog_sales,Tbl:COMPLETE,Col:NONE,Output:["cs_item_sk","cs_order_number","cs_ext_list_price"]
+                                                                      <-Map 53 [SIMPLE_EDGE]
+                                                                        SHUFFLE [RS_188]
+                                                                          PartitionCols:_col0, _col1
+                                                                          Select Operator [SEL_58] (rows=28798881 width=106)
+                                                                            Output:["_col0","_col1","_col2","_col3","_col4"]
+                                                                            Filter Operator [FIL_555] (rows=28798881 width=106)
+                                                                              predicate:(cr_item_sk is not null and cr_order_number is not null)
+                                                                              TableScan [TS_56] (rows=28798881 width=106)
+                                                                                default@catalog_returns,catalog_returns,Tbl:COMPLETE,Col:NONE,Output:["cr_item_sk","cr_order_number","cr_refunded_cash","cr_reversed_charge","cr_store_credit"]
                 <-Reducer 9 [SIMPLE_EDGE]
                   SHUFFLE [RS_256]
                     PartitionCols:_col2, _col1, _col3
@@ -576,177 +576,177 @@ Stage-0
                         SHUFFLE [RS_124]
                           PartitionCols:_col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13
                           Group By Operator [GBY_123] (rows=1493984654 width=88)
-                            Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col13","_col14","_col15","_col16","_col17"],aggregations:["count()","sum(_col45)","sum(_col46)","sum(_col47)"],keys:_col26, _col48, _col27, _col7, _col9, _col14, _col15, _col16, _col17, _col21, _col22, _col23, _col24, _col51
+                            Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col13","_col14","_col15","_col16","_col17"],aggregations:["count()","sum(_col43)","sum(_col44)","sum(_col45)"],keys:_col28, _col46, _col29, _col7, _col9, _col14, _col15, _col16, _col17, _col23, _col24, _col25, _col26, _col49
                             Select Operator [SEL_122] (rows=1493984654 width=88)
-                              Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col21","_col22","_col23","_col24","_col26","_col27","_col45","_col46","_col47","_col48","_col51"]
+                              Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col23","_col24","_col25","_col26","_col28","_col29","_col43","_col44","_col45","_col46","_col49"]
                               Filter Operator [FIL_121] (rows=1493984654 width=88)
                                 predicate:(_col56 <> _col19)
-                                Merge Join Operator [MERGEJOIN_592] (rows=1493984654 width=88)
-                                  Conds:RS_118._col39=RS_119._col0(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col21","_col22","_col23","_col24","_col26","_col27","_col45","_col46","_col47","_col48","_col51","_col56"]
-                                <-Map 40 [SIMPLE_EDGE]
+                                Merge Join Operator [MERGEJOIN_596] (rows=1493984654 width=88)
+                                  Conds:RS_118._col37=RS_119._col0(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col23","_col24","_col25","_col26","_col28","_col29","_col43","_col44","_col45","_col46","_col49","_col56"]
+                                <-Map 42 [SIMPLE_EDGE]
                                   SHUFFLE [RS_119]
                                     PartitionCols:_col0
                                      Please refer to the previous Select Operator [SEL_24]
                                 <-Reducer 7 [SIMPLE_EDGE]
                                   SHUFFLE [RS_118]
-                                    PartitionCols:_col39
-                                    Merge Join Operator [MERGEJOIN_591] (rows=1358167838 width=88)
-                                      Conds:RS_115._col0=RS_116._col18(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col21","_col22","_col23","_col24","_col26","_col27","_col39","_col45","_col46","_col47","_col48","_col51"]
-                                    <-Reducer 26 [SIMPLE_EDGE]
+                                    PartitionCols:_col37
+                                    Merge Join Operator [MERGEJOIN_595] (rows=1358167838 width=88)
+                                      Conds:RS_115._col0=RS_116._col16(Inner),Output:["_col7","_col9","_col14","_col15","_col16","_col17","_col19","_col23","_col24","_col25","_col26","_col28","_col29","_col37","_col43","_col44","_col45","_col46","_col49"]
+                                    <-Reducer 27 [SIMPLE_EDGE]
                                       SHUFFLE [RS_116]
-                                        PartitionCols:_col18
+                                        PartitionCols:_col16
                                         Select Operator [SEL_96] (rows=1234698008 width=88)
-                                          Output:["_col1","_col2","_col3","_col4","_col6","_col7","_col18","_col19","_col25","_col26","_col27","_col28","_col31"]
-                                          Merge Join Operator [MERGEJOIN_590] (rows=1234698008 width=88)
-                                            Conds:RS_93._col13=RS_94._col0(Inner),Output:["_col10","_col11","_col17","_col18","_col19","_col20","_col23","_col28","_col29","_col31","_col32","_col33","_col34"]
-                                          <-Map 39 [SIMPLE_EDGE]
+                                          Output:["_col3","_col4","_col5","_col6","_col8","_col9","_col16","_col17","_col23","_col24","_col25","_col26","_col29"]
+                                          Merge Join Operator [MERGEJOIN_594] (rows=1234698008 width=88)
+                                            Conds:RS_93._col5, _col12=RS_94._col0, _col1(Inner),Output:["_col6","_col7","_col13","_col14","_col15","_col16","_col19","_col26","_col27","_col29","_col30","_col31","_col32"]
+                                          <-Map 55 [SIMPLE_EDGE]
                                             SHUFFLE [RS_94]
-                                              PartitionCols:_col0
-                                               Please refer to the previous Select Operator [SEL_21]
-                                          <-Reducer 25 [SIMPLE_EDGE]
+                                              PartitionCols:_col0, _col1
+                                               Please refer to the previous Select Operator [SEL_77]
+                                          <-Reducer 26 [SIMPLE_EDGE]
                                             SHUFFLE [RS_93]
-                                              PartitionCols:_col13
-                                              Merge Join Operator [MERGEJOIN_589] (rows=1122452711 width=88)
-                                                Conds:RS_90._col14=RS_91._col0(Inner),Output:["_col10","_col11","_col13","_col17","_col18","_col19","_col20","_col23","_col28","_col29"]
-                                              <-Map 55 [SIMPLE_EDGE]
+                                              PartitionCols:_col5, _col12
+                                              Merge Join Operator [MERGEJOIN_593] (rows=1122452711 width=88)
+                                                Conds:RS_90._col9=RS_91._col0(Inner),Output:["_col5","_col6","_col7","_col12","_col13","_col14","_col15","_col16","_col19","_col26","_col27","_col29","_col30","_col31","_col32"]
+                                              <-Map 41 [SIMPLE_EDGE]
                                                 SHUFFLE [RS_91]
                                                   PartitionCols:_col0
-                                                   Please refer to the previous Select Operator [SEL_77]
-                                              <-Reducer 24 [SIMPLE_EDGE]
+                                                   Please refer to the previous Select Operator [SEL_21]
+                                              <-Reducer 25 [SIMPLE_EDGE]
                                                 SHUFFLE [RS_90]
-                                                  PartitionCols:_col14
-                                                  Merge Join Operator [MERGEJOIN_588] (rows=1020411534 width=88)
-                                                    Conds:RS_87._col9=RS_88._col0(Inner),Output:["_col10","_col11","_col13","_col14","_col17","_col18","_col19","_col20","_col23"]
-                                                  <-Reducer 23 [SIMPLE_EDGE]
+                                                  PartitionCols:_col9
+                                                  Merge Join Operator [MERGEJOIN_592] (rows=1020411534 width=88)
+                                                    Conds:RS_87._col10=RS_88._col0(Inner),Output:["_col5","_col6","_col7","_col9","_col12","_col13","_col14","_col15","_col16","_col19","_col26","_col27"]
+                                                  <-Map 54 [SIMPLE_EDGE]
+                                                    SHUFFLE [RS_88]
+                                                      PartitionCols:_col0
+                                                       Please refer to the previous Select Operator [SEL_71]
+                                                  <-Reducer 24 [SIMPLE_EDGE]
                                                     SHUFFLE [RS_87]
-                                                      PartitionCols:_col9
-                                                      Merge Join Operator [MERGEJOIN_587] (rows=927646829 width=88)
-                                                        Conds:RS_84._col0=RS_85._col9(Inner),Output:["_col9","_col10","_col11","_col13","_col14","_col17","_col18","_col19","_col20","_col23"]
-                                                      <-Reducer 22 [SIMPLE_EDGE]
-                                                        SHUFFLE [RS_85]
-                                                          PartitionCols:_col9
-                                                          Select Operator [SEL_58] (rows=843315281 width=88)
-                                                            Output:["_col6","_col7","_col8","_col9","_col10","_col11","_col14","_col15","_col16","_col17","_col20"]
-                                                            Merge Join Operator [MERGEJOIN_585] (rows=843315281 width=88)
-                                                              Conds:RS_55._col7=RS_56._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col9","_col10","_col11","_col12","_col15"]
-                                                            <-Map 48 [SIMPLE_EDGE]
-                                                              SHUFFLE [RS_56]
-                                                                PartitionCols:_col0
-                                                                 Please refer to the previous Select Operator [SEL_45]
-                                                            <-Reducer 21 [SIMPLE_EDGE]
-                                                              SHUFFLE [RS_55]
-                                                                PartitionCols:_col7
-                                                                Merge Join Operator [MERGEJOIN_584] (rows=766650239 width=88)
-                                                                  Conds:RS_52._col0=RS_53._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col9","_col10","_col11","_col12","_col15"]
-                                                                <-Map 20 [SIMPLE_EDGE]
-                                                                  SHUFFLE [RS_53]
-                                                                    PartitionCols:_col0
-                                                                    Select Operator [SEL_42] (rows=36524 width=1119)
-                                                                      Output:["_col0"]
-                                                                      Filter Operator [FIL_549] (rows=36524 width=1119)
-                                                                        predicate:((d_year = 2000) and d_date_sk is not null)
-                                                                         Please refer to the previous TableScan [TS_3]
-                                                                <-Reducer 43 [SIMPLE_EDGE]
-                                                                  SHUFFLE [RS_52]
+                                                      PartitionCols:_col10
+                                                      Merge Join Operator [MERGEJOIN_591] (rows=927646829 width=88)
+                                                        Conds:RS_84._col5=RS_85._col0(Inner),Output:["_col5","_col6","_col7","_col9","_col10","_col12","_col13","_col14","_col15","_col16","_col19"]
+                                                      <-Reducer 23 [SIMPLE_EDGE]
+                                                        SHUFFLE [RS_84]
+                                                          PartitionCols:_col5
+                                                          Merge Join Operator [MERGEJOIN_590] (rows=843315281 width=88)
+                                                            Conds:RS_81._col0=RS_82._col5(Inner),Output:["_col5","_col6","_col7","_col9","_col10","_col12","_col13","_col14","_col15","_col16","_col19"]
+                                                          <-Reducer 22 [SIMPLE_EDGE]
+                                                            SHUFFLE [RS_82]
+                                                              PartitionCols:_col5
+                                                              Select Operator [SEL_52] (rows=766650239 width=88)
+                                                                Output:["_col2","_col3","_col4","_col5","_col6","_col7","_col9","_col10","_col11","_col12","_col13","_col16"]
+                                                                Merge Join Operator [MERGEJOIN_588] (rows=766650239 width=88)
+                                                                  Conds:RS_49._col7=RS_50._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col8","_col9","_col10","_col11","_col12","_col15"]
+                                                                <-Map 47 [SIMPLE_EDGE]
+                                                                  SHUFFLE [RS_50]
                                                                     PartitionCols:_col0
-                                                                    Merge Join Operator [MERGEJOIN_583] (rows=696954748 width=88)
-                                                                      Conds:RS_49._col1, _col8=RS_50._col0, _col1(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col9","_col10","_col11","_col12","_col15"]
-                                                                    <-Map 47 [SIMPLE_EDGE]
-                                                                      SHUFFLE [RS_50]
-                                                                        PartitionCols:_col0, _col1
-                                                                         Please refer to the previous Select Operator [SEL_39]
-                                                                    <-Reducer 42 [SIMPLE_EDGE]
-                                                                      SHUFFLE [RS_49]
-                                                                        PartitionCols:_col1, _col8
-                                                                        Merge Join Operator [MERGEJOIN_582] (rows=633595212 width=88)
-                                                                          Conds:RS_46._col1=RS_47._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col15"]
-                                                                        <-Map 41 [SIMPLE_EDGE]
-                                                                          SHUFFLE [RS_46]
+                                                                     Please refer to the previous Select Operator [SEL_42]
+                                                                <-Reducer 21 [SIMPLE_EDGE]
+                                                                  SHUFFLE [RS_49]
+                                                                    PartitionCols:_col7
+                                                                    Merge Join Operator [MERGEJOIN_587] (rows=696954748 width=88)
+                                                                      Conds:RS_46._col0=RS_47._col0(Inner),Output:["_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col15"]
+                                                                    <-Map 20 [SIMPLE_EDGE]
+                                                                      SHUFFLE [RS_47]
+                                                                        PartitionCols:_col0
+                                                                        Select Operator [SEL_39] (rows=36524 width=1119)
+                                                                          Output:["_col0"]
+                                                                          Filter Operator [FIL_552] (rows=36524 width=1119)
+                                                                            predicate:((d_year = 2000) and d_date_sk is not null)
+                                                                             Please refer to the previous TableScan [TS_3]
+                                                                    <-Reducer 44 [SIMPLE_EDGE]
+                                                                      SHUFFLE [RS_46]
+                                                                        PartitionCols:_col0
+                                                                        Merge Join Operator [MERGEJOIN_586] (rows=633595212 width=88)
+                                                                          Conds:RS_43._col1=RS_44._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col5","_col6","_col7","_col8","_col9","_col10","_col11","_col12","_col15"]
+                                                                        <-Map 43 [SIMPLE_EDGE]
+                                                                          SHUFFLE [RS_43]
                                                                             PartitionCols:_col1
                                                                              Please refer to the previous Select Operator [SEL_33]
                                                                         <-Map 46 [SIMPLE_EDGE]
-                                                                          SHUFFLE [RS_47]
+                                                                          SHUFFLE [RS_44]
                                                                             PartitionCols:_col0
                                                                              Please refer to the previous Select Operator [SEL_36]
-                                                      <-Reducer 35 [SIMPLE_EDGE]
-                                                        SHUFFLE [RS_84]
-                                                          PartitionCols:_col0
-                                                          Merge Join Operator [MERGEJOIN_581] (rows=7920 width=107)
-                                                            Conds:RS_81._col1=RS_82._col0(Inner),Output:["_col0"]
-                                                          <-Map 33 [SIMPLE_EDGE]
+                                                          <-Reducer 37 [SIMPLE_EDGE]
                                                             SHUFFLE [RS_81]
-                                                              PartitionCols:_col1
-                                                               Please refer to the previous Select Operator [SEL_11]
-                                                          <-Map 38 [SIMPLE_EDGE]
-                                                            SHUFFLE [RS_82]
-                                                              PartitionCols:_col0
-                                                               Please refer to the previous Select Operator [SEL_14]
-                                                  <-Reducer 51 [ONE_TO_ONE_EDGE]
-                                                    FORWARD [RS_88]
-                                                      PartitionCols:_col0
-                                                      Select Operator [SEL_74] (rows=52798137 width=135)
-                                                        Output:["_col0"]
-                                                        Filter Operator [FIL_73] (rows=52798137 width=135)
-                                                          predicate:(_col1 > (2 * _col2))
-                                                          Group By Operator [GBY_72] (rows=158394413 width=135)
-                                                            Output:["_col0","_col1","_col2"],aggregations:["sum(VALUE._col0)","sum(VALUE._col1)"],keys:KEY._col0
-                                                          <-Reducer 50 [SIMPLE_EDGE]
-                                                            SHUFFLE [RS_71]
                                                               PartitionCols:_col0
-                                                              Group By Operator [GBY_70] (rows=316788826 width=135)
-                                                                Output:["_col0","_col1","_col2"],aggregations:["sum(_col1)","sum(_col2)"],keys:_col0
-                                                                Select Operator [SEL_68] (rows=316788826 width=135)
-                                                                  Output:["_col0","_col1","_col2"]
-                                                                  Merge Join Operator [MERGEJOIN_586] (rows=316788826 width=135)
-                                                                    Conds:RS_65._col0, _col1=RS_66._col0, _col1(Inner),Output:["_col0","_col2","_col5","_col6","_col7"]
-                                                                  <-Map 49 [SIMPLE_EDGE]
-                                                                    SHUFFLE [RS_65]
-                                                                      PartitionCols:_col0, _col1
-                                                                       Please refer to the previous Select Operator [SEL_61]
-                                                                  <-Map 54 [SIMPLE_EDGE]
-                                                                    SHUFFLE [RS_66]
-                                                                      PartitionCols:_col0, _col1
-                                                                       Please refer to the previous Select Operator [SEL_64]
+                                                              Merge Join Operator [MERGEJOIN_585] (rows=7920 width=107)
+                                                                Conds:RS_78._col1=RS_79._col0(Inner),Output:["_col0"]
+                                                              <-Map 35 [SIMPLE_EDGE]
+                                                                SHUFFLE [RS_78]
+                                                                  PartitionCols:_col1
+                                                                   Please refer to the previous Select Operator [SEL_11]
+                                                              <-Map 40 [SIMPLE_EDGE]
+                                                                SHUFFLE [RS_79]
+                                                                  PartitionCols:_col0
+                                                                   Please refer to the previous Select Operator [SEL_14]
+                                                      <-Reducer 50 [ONE_TO_ONE_EDGE]
+                                                        FORWARD [RS_85]
+                                                          PartitionCols:_col0
+                                                          Select Operator [SEL_68] (rows=52798137 width=135)
+                                                            Output:["_col0"]
+                                                            Filter Operator [FIL_67] (rows=52798137 width=135)
+                                                              predicate:(_col1 > (2 * _col2))
+                                                              Group By Operator [GBY_66] (rows=158394413 width=135)
+                                                                Output:["_col0","_col1","_col2"],aggregations:["sum(VALUE._col0)","sum(VALUE._col1)"],keys:KEY._col0
+                                                              <-Reducer 49 [SIMPLE_EDGE]
+                                                                SHUFFLE [RS_65]
+                                                                  PartitionCols:_col0
+                                                                  Group By Operator [GBY_64] (rows=316788826 width=135)
+                                                                    Output:["_col0","_col1","_col2"],aggregations:["sum(_col1)","sum(_col2)"],keys:_col0
+                                                                    Select Operator [SEL_62] (rows=316788826 width=135)
+                                                                      Output:["_col0","_col1","_col2"]
+                                                                      Merge Join Operator [MERGEJOIN_589] (rows=316788826 width=135)
+                                                                        Conds:RS_59._col0, _col1=RS_60._col0, _col1(Inner),Output:["_col0","_col2","_col5","_col6","_col7"]
+                                                                      <-Map 48 [SIMPLE_EDGE]
+                                                                        SHUFFLE [RS_59]
+                                                                          PartitionCols:_col0, _col1
+                                                                           Please refer to the previous Select Operator [SEL_55]
+                                                                      <-Map 53 [SIMPLE_EDGE]
+                                                                        SHUFFLE [RS_60]
+                                                                          PartitionCols:_col0, _col1
+                                                                           Please refer to the previous Select Operator [SEL_58]
                                     <-Reducer 6 [SIMPLE_EDGE]
                                       SHUFFLE [RS_115]
                                         PartitionCols:_col0
-                                        Merge Join Operator [MERGEJOIN_580] (rows=128840811 width=860)
+                                        Merge Join Operator [MERGEJOIN_584] (rows=128840811 width=860)
                                           Conds:RS_112._col1=RS_113._col0(Inner),Output:["_col0","_col7","_col9","_col14","_col15","_col16","_col17","_col19"]
-                                        <-Map 40 [SIMPLE_EDGE]
+                                        <-Map 42 [SIMPLE_EDGE]
                                           SHUFFLE [RS_113]
                                             PartitionCols:_col0
                                              Please refer to the previous Select Operator [SEL_24]
                                         <-Reducer 5 [SIMPLE_EDGE]
                                           SHUFFLE [RS_112]
                                             PartitionCols:_col1
-                                            Merge Join Operator [MERGEJOIN_579] (rows=117128008 width=860)
+                                            Merge Join Operator [MERGEJOIN_583] (rows=117128008 width=860)
                                               Conds:RS_109._col3=RS_110._col0(Inner),Output:["_col0","_col1","_col7","_col9","_col14","_col15","_col16","_col17"]
-                                            <-Map 39 [SIMPLE_EDGE]
+                                            <-Map 41 [SIMPLE_EDGE]
                                               SHUFFLE [RS_110]
                                                 PartitionCols:_col0
                                                  Please refer to the previous Select Operator [SEL_21]
                                             <-Reducer 4 [SIMPLE_EDGE]
                                               SHUFFLE [RS_109]
                                                 PartitionCols:_col3
-                                                Merge Join Operator [MERGEJOIN_578] (rows=106480005 width=860)
+                                                Merge Join Operator [MERGEJOIN_582] (rows=106480005 width=860)
                                                   Conds:RS_106._col2=RS_107._col0(Inner),Output:["_col0","_col1","_col3","_col7","_col9"]
                                                 <-Reducer 3 [SIMPLE_EDGE]
                                                   SHUFFLE [RS_106]
                                                     PartitionCols:_col2
-                                                    Merge Join Operator [MERGEJOIN_576] (rows=96800003 width=860)
+                                                    Merge Join Operator [MERGEJOIN_580] (rows=96800003 width=860)
                                                       Conds:RS_103._col4=RS_104._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col7","_col9"]
                                                     <-Map 20 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_104]
                                                         PartitionCols:_col0
                                                         Select Operator [SEL_5] (rows=73049 width=1119)
                                                           Output:["_col0","_col1"]
-                                                          Filter Operator [FIL_538] (rows=73049 width=1119)
+                                                          Filter Operator [FIL_542] (rows=73049 width=1119)
                                                             predicate:d_date_sk is not null
                                                              Please refer to the previous TableScan [TS_3]
                                                     <-Reducer 2 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_103]
                                                         PartitionCols:_col4
-                                                        Merge Join Operator [MERGEJOIN_575] (rows=88000001 width=860)
+                                                        Merge Join Operator [MERGEJOIN_579] (rows=88000001 width=860)
                                                           Conds:RS_100._col5=RS_101._col0(Inner),Output:["_col0","_col1","_col2","_col3","_col4","_col7"]
                                                         <-Map 20 [SIMPLE_EDGE]
                                                           SHUFFLE [RS_101]
@@ -756,16 +756,16 @@ Stage-0
                                                           SHUFFLE [RS_100]
                                                             PartitionCols:_col5
                                                              Please refer to the previous Select Operator [SEL_2]
-                                                <-Reducer 34 [SIMPLE_EDGE]
+                                                <-Reducer 36 [SIMPLE_EDGE]
                                                   SHUFFLE [RS_107]
                                                     PartitionCols:_col0
-                                                    Merge Join Operator [MERGEJOIN_577] (rows=7920 width=107)
+                                                    Merge Join Operator [MERGEJOIN_581] (rows=7920 width=107)
                                                       Conds:RS_15._col1=RS_16._col0(Inner),Output:["_col0"]
-                                                    <-Map 33 [SIMPLE_EDGE]
+                                                    <-Map 35 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_15]
                                                         PartitionCols:_col1
                                                          Please refer to the previous Select Operator [SEL_11]
-                                                    <-Map 38 [SIMPLE_EDGE]
+                                                    <-Map 40 [SIMPLE_EDGE]
                                                       SHUFFLE [RS_16]
                                                         PartitionCols:_col0
                                                          Please refer to the previous Select Operator [SEL_14]


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