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Posted to commits@hive.apache.org by ha...@apache.org on 2018/04/09 21:57:49 UTC

[11/13] hive git commit: HIVE-19128 : Update golden files for spark perf tests

http://git-wip-us.apache.org/repos/asf/hive/blob/328d3f93/ql/src/test/results/clientpositive/perf/spark/query30.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query30.q.out b/ql/src/test/results/clientpositive/perf/spark/query30.q.out
index 6385984..399251d 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query30.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query30.q.out
@@ -66,72 +66,37 @@ STAGE PLANS:
   Stage: Stage-1
     Spark
       Edges:
-        Reducer 10 <- Reducer 16 (PARTITION-LEVEL SORT, 262), Reducer 9 (PARTITION-LEVEL SORT, 262)
-        Reducer 14 <- Map 13 (PARTITION-LEVEL SORT, 11), Map 17 (PARTITION-LEVEL SORT, 11)
-        Reducer 15 <- Map 18 (PARTITION-LEVEL SORT, 329), Reducer 14 (PARTITION-LEVEL SORT, 329)
-        Reducer 16 <- Reducer 15 (GROUP PARTITION-LEVEL SORT, 349)
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 697), Map 5 (PARTITION-LEVEL SORT, 697)
-        Reducer 3 <- Reducer 10 (PARTITION-LEVEL SORT, 656), Reducer 2 (PARTITION-LEVEL SORT, 656)
-        Reducer 4 <- Reducer 3 (SORT, 1)
-        Reducer 7 <- Map 11 (PARTITION-LEVEL SORT, 11), Map 6 (PARTITION-LEVEL SORT, 11)
-        Reducer 8 <- Map 12 (PARTITION-LEVEL SORT, 329), Reducer 7 (PARTITION-LEVEL SORT, 329)
-        Reducer 9 <- Reducer 8 (GROUP, 349)
+        Reducer 11 <- Map 10 (PARTITION-LEVEL SORT, 11), Map 14 (PARTITION-LEVEL SORT, 11)
+        Reducer 12 <- Map 15 (PARTITION-LEVEL SORT, 329), Reducer 11 (PARTITION-LEVEL SORT, 329)
+        Reducer 13 <- Reducer 12 (GROUP PARTITION-LEVEL SORT, 349)
+        Reducer 17 <- Map 16 (PARTITION-LEVEL SORT, 697), Map 18 (PARTITION-LEVEL SORT, 697)
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 11), Map 8 (PARTITION-LEVEL SORT, 11)
+        Reducer 3 <- Map 9 (PARTITION-LEVEL SORT, 329), Reducer 2 (PARTITION-LEVEL SORT, 329)
+        Reducer 4 <- Reducer 3 (GROUP, 349)
+        Reducer 5 <- Reducer 13 (PARTITION-LEVEL SORT, 262), Reducer 4 (PARTITION-LEVEL SORT, 262)
+        Reducer 6 <- Reducer 17 (PARTITION-LEVEL SORT, 656), Reducer 5 (PARTITION-LEVEL SORT, 656)
+        Reducer 7 <- Reducer 6 (SORT, 1)
 #### A masked pattern was here ####
       Vertices:
         Map 1 
             Map Operator Tree:
                 TableScan
-                  alias: customer
-                  Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
-                  Filter Operator
-                    predicate: (c_current_addr_sk is not null and c_customer_sk is not null) (type: boolean)
-                    Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
-                    Select Operator
-                      expressions: c_customer_sk (type: int), c_customer_id (type: string), c_current_addr_sk (type: int), c_salutation (type: string), c_first_name (type: string), c_last_name (type: string), c_preferred_cust_flag (type: string), c_birth_day (type: int), c_birth_month (type: int), c_birth_year (type: int), c_birth_country (type: string), c_login (type: string), c_email_address (type: string), c_last_review_date (type: string)
-                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13
-                      Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
-                      Reduce Output Operator
-                        key expressions: _col2 (type: int)
-                        sort order: +
-                        Map-reduce partition columns: _col2 (type: int)
-                        Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
-                        value expressions: _col0 (type: int), _col1 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: int), _col8 (type: int), _col9 (type: int), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string)
-        Map 11 
-            Map Operator Tree:
-                TableScan
-                  alias: date_dim
-                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
-                  Filter Operator
-                    predicate: ((d_year = 2002) and d_date_sk is not null) (type: boolean)
-                    Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
-                    Select Operator
-                      expressions: d_date_sk (type: int)
-                      outputColumnNames: _col0
-                      Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
-                      Reduce Output Operator
-                        key expressions: _col0 (type: int)
-                        sort order: +
-                        Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
-        Map 12 
-            Map Operator Tree:
-                TableScan
-                  alias: customer_address
-                  Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                  alias: web_returns
+                  Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: ca_address_sk is not null (type: boolean)
-                    Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                    predicate: (wr_returned_date_sk is not null and wr_returning_addr_sk is not null and wr_returning_customer_sk is not null) (type: boolean)
+                    Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
-                      expressions: ca_address_sk (type: int), ca_state (type: string)
-                      outputColumnNames: _col0, _col1
-                      Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                      expressions: wr_returned_date_sk (type: int), wr_returning_customer_sk (type: int), wr_returning_addr_sk (type: int), wr_return_amt (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2, _col3
+                      Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
                       Reduce Output Operator
                         key expressions: _col0 (type: int)
                         sort order: +
                         Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
-                        value expressions: _col1 (type: string)
-        Map 13 
+                        Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: decimal(7,2))
+        Map 10 
             Map Operator Tree:
                 TableScan
                   alias: web_returns
@@ -149,7 +114,7 @@ STAGE PLANS:
                         Map-reduce partition columns: _col0 (type: int)
                         Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: decimal(7,2))
-        Map 17 
+        Map 14 
             Map Operator Tree:
                 TableScan
                   alias: date_dim
@@ -166,7 +131,7 @@ STAGE PLANS:
                         sort order: +
                         Map-reduce partition columns: _col0 (type: int)
                         Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
-        Map 18 
+        Map 15 
             Map Operator Tree:
                 TableScan
                   alias: customer_address
@@ -184,7 +149,25 @@ STAGE PLANS:
                         Map-reduce partition columns: _col0 (type: int)
                         Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: string)
-        Map 5 
+        Map 16 
+            Map Operator Tree:
+                TableScan
+                  alias: customer
+                  Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (c_current_addr_sk is not null and c_customer_sk is not null) (type: boolean)
+                    Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: c_customer_sk (type: int), c_customer_id (type: string), c_current_addr_sk (type: int), c_salutation (type: string), c_first_name (type: string), c_last_name (type: string), c_preferred_cust_flag (type: string), c_birth_day (type: int), c_birth_month (type: int), c_birth_year (type: int), c_birth_country (type: string), c_login (type: string), c_email_address (type: string), c_last_review_date (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13
+                      Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        key expressions: _col2 (type: int)
+                        sort order: +
+                        Map-reduce partition columns: _col2 (type: int)
+                        Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col0 (type: int), _col1 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: int), _col8 (type: int), _col9 (type: int), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string)
+        Map 18 
             Map Operator Tree:
                 TableScan
                   alias: customer_address
@@ -201,48 +184,42 @@ STAGE PLANS:
                         sort order: +
                         Map-reduce partition columns: _col0 (type: int)
                         Statistics: Num rows: 20000000 Data size: 20297597642 Basic stats: COMPLETE Column stats: NONE
-        Map 6 
+        Map 8 
             Map Operator Tree:
                 TableScan
-                  alias: web_returns
-                  Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: (wr_returned_date_sk is not null and wr_returning_addr_sk is not null and wr_returning_customer_sk is not null) (type: boolean)
-                    Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
+                    predicate: ((d_year = 2002) and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
-                      expressions: wr_returned_date_sk (type: int), wr_returning_customer_sk (type: int), wr_returning_addr_sk (type: int), wr_return_amt (type: decimal(7,2))
-                      outputColumnNames: _col0, _col1, _col2, _col3
-                      Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
                       Reduce Output Operator
                         key expressions: _col0 (type: int)
                         sort order: +
                         Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE
-                        value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: decimal(7,2))
-        Reducer 10 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                keys:
-                  0 _col1 (type: string)
-                  1 _col2 (type: string)
-                outputColumnNames: _col0, _col2, _col3, _col4
-                Statistics: Num rows: 24200000 Data size: 24560094211 Basic stats: COMPLETE Column stats: NONE
-                Filter Operator
-                  predicate: (_col2 > CASE WHEN (_col4 is null) THEN (null) ELSE (_col3) END) (type: boolean)
-                  Statistics: Num rows: 8066666 Data size: 8186697393 Basic stats: COMPLETE Column stats: NONE
-                  Select Operator
-                    expressions: _col0 (type: int), _col2 (type: decimal(17,2))
-                    outputColumnNames: _col0, _col2
-                    Statistics: Num rows: 8066666 Data size: 8186697393 Basic stats: COMPLETE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: _col0 (type: int)
-                      sort order: +
-                      Map-reduce partition columns: _col0 (type: int)
-                      Statistics: Num rows: 8066666 Data size: 8186697393 Basic stats: COMPLETE Column stats: NONE
-                      value expressions: _col2 (type: decimal(17,2))
-        Reducer 14 
+                        Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
+        Map 9 
+            Map Operator Tree:
+                TableScan
+                  alias: customer_address
+                  Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ca_address_sk is not null (type: boolean)
+                    Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: ca_address_sk (type: int), ca_state (type: string)
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        key expressions: _col0 (type: int)
+                        sort order: +
+                        Map-reduce partition columns: _col0 (type: int)
+                        Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: string)
+        Reducer 11 
             Reduce Operator Tree:
               Join Operator
                 condition map:
@@ -258,7 +235,7 @@ STAGE PLANS:
                   Map-reduce partition columns: _col2 (type: int)
                   Statistics: Num rows: 15838314 Data size: 1457713633 Basic stats: COMPLETE Column stats: NONE
                   value expressions: _col1 (type: int), _col3 (type: decimal(7,2))
-        Reducer 15 
+        Reducer 12 
             Reduce Operator Tree:
               Join Operator
                 condition map:
@@ -280,7 +257,7 @@ STAGE PLANS:
                     Map-reduce partition columns: _col0 (type: string)
                     Statistics: Num rows: 44000000 Data size: 44654715780 Basic stats: COMPLETE Column stats: NONE
                     value expressions: _col2 (type: decimal(17,2))
-        Reducer 16 
+        Reducer 13 
             Reduce Operator Tree:
               Group By Operator
                 aggregations: sum(VALUE._col0)
@@ -308,7 +285,7 @@ STAGE PLANS:
                         Map-reduce partition columns: _col2 (type: string)
                         Statistics: Num rows: 11000000 Data size: 11163678945 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col0 (type: decimal(38,11)), _col1 (type: boolean)
-        Reducer 2 
+        Reducer 17 
             Reduce Operator Tree:
               Join Operator
                 condition map:
@@ -324,42 +301,7 @@ STAGE PLANS:
                   Map-reduce partition columns: _col0 (type: int)
                   Statistics: Num rows: 88000001 Data size: 75681779077 Basic stats: COMPLETE Column stats: NONE
                   value expressions: _col1 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: int), _col8 (type: int), _col9 (type: int), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string)
-        Reducer 3 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                keys:
-                  0 _col0 (type: int)
-                  1 _col0 (type: int)
-                outputColumnNames: _col1, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col18
-                Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
-                Select Operator
-                  expressions: _col1 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: int), _col8 (type: int), _col9 (type: int), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string), _col18 (type: decimal(17,2))
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12
-                  Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: decimal(17,2))
-                    sort order: +++++++++++++
-                    Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
-                    TopN Hash Memory Usage: 0.1
-        Reducer 4 
-            Reduce Operator Tree:
-              Select Operator
-                expressions: KEY.reducesinkkey0 (type: string), KEY.reducesinkkey1 (type: string), KEY.reducesinkkey2 (type: string), KEY.reducesinkkey3 (type: string), KEY.reducesinkkey4 (type: string), KEY.reducesinkkey5 (type: int), KEY.reducesinkkey6 (type: int), KEY.reducesinkkey7 (type: int), KEY.reducesinkkey8 (type: string), KEY.reducesinkkey9 (type: string), KEY.reducesinkkey10 (type: string), KEY.reducesinkkey11 (type: string), KEY.reducesinkkey12 (type: decimal(17,2))
-                outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12
-                Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
-                Limit
-                  Number of rows: 100
-                  Statistics: Num rows: 100 Data size: 86000 Basic stats: COMPLETE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 100 Data size: 86000 Basic stats: COMPLETE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.SequenceFileInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
-        Reducer 7 
+        Reducer 2 
             Reduce Operator Tree:
               Join Operator
                 condition map:
@@ -375,7 +317,7 @@ STAGE PLANS:
                   Map-reduce partition columns: _col2 (type: int)
                   Statistics: Num rows: 15838314 Data size: 1457713633 Basic stats: COMPLETE Column stats: NONE
                   value expressions: _col1 (type: int), _col3 (type: decimal(7,2))
-        Reducer 8 
+        Reducer 3 
             Reduce Operator Tree:
               Join Operator
                 condition map:
@@ -397,7 +339,7 @@ STAGE PLANS:
                     Map-reduce partition columns: _col0 (type: string), _col1 (type: int)
                     Statistics: Num rows: 44000000 Data size: 44654715780 Basic stats: COMPLETE Column stats: NONE
                     value expressions: _col2 (type: decimal(17,2))
-        Reducer 9 
+        Reducer 4 
             Reduce Operator Tree:
               Group By Operator
                 aggregations: sum(VALUE._col0)
@@ -415,6 +357,60 @@ STAGE PLANS:
                     Map-reduce partition columns: _col1 (type: string)
                     Statistics: Num rows: 22000000 Data size: 22327357890 Basic stats: COMPLETE Column stats: NONE
                     value expressions: _col0 (type: int), _col2 (type: decimal(17,2))
+        Reducer 5 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: string)
+                  1 _col2 (type: string)
+                outputColumnNames: _col0, _col2, _col3, _col4
+                Statistics: Num rows: 24200000 Data size: 24560094211 Basic stats: COMPLETE Column stats: NONE
+                Filter Operator
+                  predicate: (_col2 > CASE WHEN (_col4 is null) THEN (null) ELSE (_col3) END) (type: boolean)
+                  Statistics: Num rows: 8066666 Data size: 8186697393 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col0 (type: int)
+                    sort order: +
+                    Map-reduce partition columns: _col0 (type: int)
+                    Statistics: Num rows: 8066666 Data size: 8186697393 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col2 (type: decimal(17,2))
+        Reducer 6 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col2, _col7, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17, _col18, _col19
+                Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col7 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: int), _col14 (type: int), _col15 (type: int), _col16 (type: string), _col17 (type: string), _col18 (type: string), _col19 (type: string), _col2 (type: decimal(17,2))
+                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12
+                  Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: decimal(17,2))
+                    sort order: +++++++++++++
+                    Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
+                    TopN Hash Memory Usage: 0.1
+        Reducer 7 
+            Reduce Operator Tree:
+              Select Operator
+                expressions: KEY.reducesinkkey0 (type: string), KEY.reducesinkkey1 (type: string), KEY.reducesinkkey2 (type: string), KEY.reducesinkkey3 (type: string), KEY.reducesinkkey4 (type: string), KEY.reducesinkkey5 (type: int), KEY.reducesinkkey6 (type: int), KEY.reducesinkkey7 (type: int), KEY.reducesinkkey8 (type: string), KEY.reducesinkkey9 (type: string), KEY.reducesinkkey10 (type: string), KEY.reducesinkkey11 (type: string), KEY.reducesinkkey12 (type: decimal(17,2))
+                outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12
+                Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
+                Limit
+                  Number of rows: 100
+                  Statistics: Num rows: 100 Data size: 86000 Basic stats: COMPLETE Column stats: NONE
+                  File Output Operator
+                    compressed: false
+                    Statistics: Num rows: 100 Data size: 86000 Basic stats: COMPLETE Column stats: NONE
+                    table:
+                        input format: org.apache.hadoop.mapred.SequenceFileInputFormat
+                        output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
+                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
 
   Stage: Stage-0
     Fetch Operator

http://git-wip-us.apache.org/repos/asf/hive/blob/328d3f93/ql/src/test/results/clientpositive/perf/spark/query32.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query32.q.out b/ql/src/test/results/clientpositive/perf/spark/query32.q.out
index eed3a4d..0ceea16 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query32.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query32.q.out
@@ -63,7 +63,7 @@ STAGE PLANS:
     Spark
 #### A masked pattern was here ####
       Vertices:
-        Map 4 
+        Map 6 
             Map Operator Tree:
                 TableScan
                   alias: date_dim
@@ -86,7 +86,7 @@ STAGE PLANS:
     Spark
 #### A masked pattern was here ####
       Vertices:
-        Map 8 
+        Map 9 
             Map Operator Tree:
                 TableScan
                   alias: date_dim
@@ -108,10 +108,10 @@ STAGE PLANS:
   Stage: Stage-1
     Spark
       Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 520), Reducer 7 (PARTITION-LEVEL SORT, 520)
-        Reducer 3 <- Reducer 2 (GROUP, 1)
-        Reducer 6 <- Map 5 (GROUP, 336)
-        Reducer 7 <- Map 9 (PARTITION-LEVEL SORT, 171), Reducer 6 (PARTITION-LEVEL SORT, 171)
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 308), Map 5 (PARTITION-LEVEL SORT, 308)
+        Reducer 3 <- Reducer 2 (PARTITION-LEVEL SORT, 537), Reducer 8 (PARTITION-LEVEL SORT, 537)
+        Reducer 4 <- Reducer 3 (GROUP, 1)
+        Reducer 8 <- Map 7 (GROUP, 336)
 #### A masked pattern was here ####
       Vertices:
         Map 1 
@@ -126,27 +126,32 @@ STAGE PLANS:
                       expressions: cs_sold_date_sk (type: int), cs_item_sk (type: int), cs_ext_discount_amt (type: decimal(7,2))
                       outputColumnNames: _col0, _col1, _col2
                       Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
-                      Map Join Operator
-                        condition map:
-                             Inner Join 0 to 1
-                        keys:
-                          0 _col0 (type: int)
-                          1 _col0 (type: int)
-                        outputColumnNames: _col1, _col2
-                        input vertices:
-                          1 Map 4
-                        Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
-                        Reduce Output Operator
-                          key expressions: _col1 (type: int)
-                          sort order: +
-                          Map-reduce partition columns: _col1 (type: int)
-                          Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
-                          value expressions: _col2 (type: decimal(7,2))
-            Local Work:
-              Map Reduce Local Work
+                      Reduce Output Operator
+                        key expressions: _col1 (type: int)
+                        sort order: +
+                        Map-reduce partition columns: _col1 (type: int)
+                        Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col0 (type: int), _col2 (type: decimal(7,2))
         Map 5 
             Map Operator Tree:
                 TableScan
+                  alias: item
+                  Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((i_manufact_id = 269) and i_item_sk is not null) (type: boolean)
+                    Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: i_item_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        key expressions: _col0 (type: int)
+                        sort order: +
+                        Map-reduce partition columns: _col0 (type: int)
+                        Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE
+        Map 7 
+            Map Operator Tree:
+                TableScan
                   alias: catalog_sales
                   Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
@@ -164,7 +169,7 @@ STAGE PLANS:
                           1 _col0 (type: int)
                         outputColumnNames: _col1, _col2
                         input vertices:
-                          1 Map 8
+                          1 Map 9
                         Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
                         Group By Operator
                           aggregations: sum(_col2), count(_col2)
@@ -180,40 +185,51 @@ STAGE PLANS:
                             value expressions: _col1 (type: decimal(17,2)), _col2 (type: bigint)
             Local Work:
               Map Reduce Local Work
-        Map 9 
-            Map Operator Tree:
-                TableScan
-                  alias: item
-                  Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
-                  Filter Operator
-                    predicate: ((i_manufact_id = 269) and i_item_sk is not null) (type: boolean)
-                    Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE
-                    Select Operator
-                      expressions: i_item_sk (type: int)
-                      outputColumnNames: _col0
-                      Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE
-                      Reduce Output Operator
-                        key expressions: _col0 (type: int)
-                        sort order: +
-                        Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE
         Reducer 2 
+            Local Work:
+              Map Reduce Local Work
             Reduce Operator Tree:
               Join Operator
                 condition map:
                      Inner Join 0 to 1
                 keys:
                   0 _col1 (type: int)
-                  1 _col2 (type: int)
-                outputColumnNames: _col2, _col5
-                Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                  1 _col0 (type: int)
+                outputColumnNames: _col0, _col2, _col3
+                Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+                Map Join Operator
+                  condition map:
+                       Inner Join 0 to 1
+                  keys:
+                    0 _col0 (type: int)
+                    1 _col0 (type: int)
+                  outputColumnNames: _col2, _col3
+                  input vertices:
+                    1 Map 6
+                  Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col3 (type: int)
+                    sort order: +
+                    Map-reduce partition columns: _col3 (type: int)
+                    Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col2 (type: decimal(7,2))
+        Reducer 3 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col3 (type: int)
+                  1 _col1 (type: int)
+                outputColumnNames: _col2, _col7
+                Statistics: Num rows: 383314495 Data size: 51908482889 Basic stats: COMPLETE Column stats: NONE
                 Filter Operator
-                  predicate: (_col2 > _col5) (type: boolean)
-                  Statistics: Num rows: 116155905 Data size: 15729842913 Basic stats: COMPLETE Column stats: NONE
+                  predicate: (_col2 > _col7) (type: boolean)
+                  Statistics: Num rows: 127771498 Data size: 17302827584 Basic stats: COMPLETE Column stats: NONE
                   Select Operator
                     expressions: _col2 (type: decimal(7,2))
                     outputColumnNames: _col2
-                    Statistics: Num rows: 116155905 Data size: 15729842913 Basic stats: COMPLETE Column stats: NONE
+                    Statistics: Num rows: 127771498 Data size: 17302827584 Basic stats: COMPLETE Column stats: NONE
                     Group By Operator
                       aggregations: sum(_col2)
                       mode: hash
@@ -224,7 +240,7 @@ STAGE PLANS:
                         Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE
                         TopN Hash Memory Usage: 0.1
                         value expressions: _col0 (type: decimal(17,2))
-        Reducer 3 
+        Reducer 4 
             Reduce Operator Tree:
               Group By Operator
                 aggregations: sum(VALUE._col0)
@@ -241,7 +257,7 @@ STAGE PLANS:
                         input format: org.apache.hadoop.mapred.SequenceFileInputFormat
                         output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat
                         serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
-        Reducer 6 
+        Reducer 8 
             Reduce Operator Tree:
               Group By Operator
                 aggregations: sum(VALUE._col0), count(VALUE._col1)
@@ -259,22 +275,6 @@ STAGE PLANS:
                     Map-reduce partition columns: _col1 (type: int)
                     Statistics: Num rows: 158394413 Data size: 21449785388 Basic stats: COMPLETE Column stats: NONE
                     value expressions: _col0 (type: decimal(38,21))
-        Reducer 7 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                keys:
-                  0 _col1 (type: int)
-                  1 _col0 (type: int)
-                outputColumnNames: _col0, _col2
-                Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col2 (type: int)
-                  sort order: +
-                  Map-reduce partition columns: _col2 (type: int)
-                  Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
-                  value expressions: _col0 (type: decimal(38,21))
 
   Stage: Stage-0
     Fetch Operator

http://git-wip-us.apache.org/repos/asf/hive/blob/328d3f93/ql/src/test/results/clientpositive/perf/spark/query34.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query34.q.out b/ql/src/test/results/clientpositive/perf/spark/query34.q.out
index 80f7ec1..d563a67 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query34.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query34.q.out
@@ -71,36 +71,36 @@ STAGE PLANS:
         Map 8 
             Map Operator Tree:
                 TableScan
-                  alias: household_demographics
-                  Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: NONE
+                  alias: store
+                  Statistics: Num rows: 1704 Data size: 3256276 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: (((hd_buy_potential = '>10000') or (hd_buy_potential = 'unknown')) and (hd_vehicle_count > 0) and CASE WHEN ((hd_vehicle_count > 0)) THEN (((UDFToDouble(hd_dep_count) / UDFToDouble(hd_vehicle_count)) > 1.2D)) ELSE (null) END and hd_demo_sk is not null) (type: boolean)
-                    Statistics: Num rows: 1200 Data size: 128400 Basic stats: COMPLETE Column stats: NONE
+                    predicate: ((s_county) IN ('Mobile County', 'Maverick County', 'Huron County', 'Kittitas County', 'Fairfield County', 'Jackson County', 'Barrow County', 'Pennington County') and s_store_sk is not null) (type: boolean)
+                    Statistics: Num rows: 852 Data size: 1628138 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
-                      expressions: hd_demo_sk (type: int)
+                      expressions: s_store_sk (type: int)
                       outputColumnNames: _col0
-                      Statistics: Num rows: 1200 Data size: 128400 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 852 Data size: 1628138 Basic stats: COMPLETE Column stats: NONE
                       Spark HashTable Sink Operator
                         keys:
-                          0 _col2 (type: int)
+                          0 _col3 (type: int)
                           1 _col0 (type: int)
             Local Work:
               Map Reduce Local Work
         Map 9 
             Map Operator Tree:
                 TableScan
-                  alias: store
-                  Statistics: Num rows: 1704 Data size: 3256276 Basic stats: COMPLETE Column stats: NONE
+                  alias: household_demographics
+                  Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: ((s_county) IN ('Mobile County', 'Maverick County', 'Huron County', 'Kittitas County', 'Fairfield County', 'Jackson County', 'Barrow County', 'Pennington County') and s_store_sk is not null) (type: boolean)
-                    Statistics: Num rows: 852 Data size: 1628138 Basic stats: COMPLETE Column stats: NONE
+                    predicate: (((hd_buy_potential = '>10000') or (hd_buy_potential = 'unknown')) and (hd_vehicle_count > 0) and CASE WHEN ((hd_vehicle_count > 0)) THEN (((UDFToDouble(hd_dep_count) / UDFToDouble(hd_vehicle_count)) > 1.2D)) ELSE (null) END and hd_demo_sk is not null) (type: boolean)
+                    Statistics: Num rows: 1200 Data size: 128400 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
-                      expressions: s_store_sk (type: int)
+                      expressions: hd_demo_sk (type: int)
                       outputColumnNames: _col0
-                      Statistics: Num rows: 852 Data size: 1628138 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 1200 Data size: 128400 Basic stats: COMPLETE Column stats: NONE
                       Spark HashTable Sink Operator
                         keys:
-                          0 _col3 (type: int)
+                          0 _col2 (type: int)
                           1 _col0 (type: int)
             Local Work:
               Map Reduce Local Work
@@ -215,9 +215,9 @@ STAGE PLANS:
                   condition map:
                        Inner Join 0 to 1
                   keys:
-                    0 _col2 (type: int)
+                    0 _col3 (type: int)
                     1 _col0 (type: int)
-                  outputColumnNames: _col1, _col3, _col4
+                  outputColumnNames: _col1, _col2, _col4
                   input vertices:
                     1 Map 8
                   Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
@@ -225,7 +225,7 @@ STAGE PLANS:
                     condition map:
                          Inner Join 0 to 1
                     keys:
-                      0 _col3 (type: int)
+                      0 _col2 (type: int)
                       1 _col0 (type: int)
                     outputColumnNames: _col1, _col4
                     input vertices:

http://git-wip-us.apache.org/repos/asf/hive/blob/328d3f93/ql/src/test/results/clientpositive/perf/spark/query35.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query35.q.out b/ql/src/test/results/clientpositive/perf/spark/query35.q.out
index de7c29d..952e6d1 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query35.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query35.q.out
@@ -123,8 +123,8 @@ STAGE PLANS:
         Reducer 14 <- Reducer 13 (GROUP, 169)
         Reducer 17 <- Map 16 (PARTITION-LEVEL SORT, 305), Map 19 (PARTITION-LEVEL SORT, 305)
         Reducer 18 <- Reducer 17 (GROUP, 336)
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 855), Map 7 (PARTITION-LEVEL SORT, 855)
-        Reducer 3 <- Map 8 (PARTITION-LEVEL SORT, 597), Reducer 2 (PARTITION-LEVEL SORT, 597)
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 544), Map 7 (PARTITION-LEVEL SORT, 544)
+        Reducer 3 <- Map 8 (PARTITION-LEVEL SORT, 909), Reducer 2 (PARTITION-LEVEL SORT, 909)
         Reducer 4 <- Reducer 10 (PARTITION-LEVEL SORT, 1009), Reducer 14 (PARTITION-LEVEL SORT, 1009), Reducer 18 (PARTITION-LEVEL SORT, 1009), Reducer 3 (PARTITION-LEVEL SORT, 1009)
         Reducer 5 <- Reducer 4 (GROUP, 1009)
         Reducer 6 <- Reducer 5 (SORT, 1)
@@ -143,11 +143,11 @@ STAGE PLANS:
                       outputColumnNames: _col0, _col1, _col2
                       Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
                       Reduce Output Operator
-                        key expressions: _col2 (type: int)
+                        key expressions: _col1 (type: int)
                         sort order: +
-                        Map-reduce partition columns: _col2 (type: int)
+                        Map-reduce partition columns: _col1 (type: int)
                         Statistics: Num rows: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
-                        value expressions: _col0 (type: int), _col1 (type: int)
+                        value expressions: _col0 (type: int), _col2 (type: int)
         Map 11 
             Map Operator Tree:
                 TableScan
@@ -238,24 +238,6 @@ STAGE PLANS:
         Map 7 
             Map Operator Tree:
                 TableScan
-                  alias: ca
-                  Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
-                  Filter Operator
-                    predicate: ca_address_sk is not null (type: boolean)
-                    Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
-                    Select Operator
-                      expressions: ca_address_sk (type: int), ca_state (type: string)
-                      outputColumnNames: _col0, _col1
-                      Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
-                      Reduce Output Operator
-                        key expressions: _col0 (type: int)
-                        sort order: +
-                        Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
-                        value expressions: _col1 (type: string)
-        Map 8 
-            Map Operator Tree:
-                TableScan
                   alias: customer_demographics
                   Statistics: Num rows: 1861800 Data size: 717186159 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
@@ -271,6 +253,24 @@ STAGE PLANS:
                         Map-reduce partition columns: _col0 (type: int)
                         Statistics: Num rows: 1861800 Data size: 717186159 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: int), _col4 (type: int), _col5 (type: int)
+        Map 8 
+            Map Operator Tree:
+                TableScan
+                  alias: ca
+                  Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ca_address_sk is not null (type: boolean)
+                    Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: ca_address_sk (type: int), ca_state (type: string)
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        key expressions: _col0 (type: int)
+                        sort order: +
+                        Map-reduce partition columns: _col0 (type: int)
+                        Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: string)
         Map 9 
             Map Operator Tree:
                 TableScan
@@ -393,32 +393,36 @@ STAGE PLANS:
                 condition map:
                      Inner Join 0 to 1
                 keys:
-                  0 _col2 (type: int)
+                  0 _col1 (type: int)
                   1 _col0 (type: int)
-                outputColumnNames: _col0, _col1, _col4
+                outputColumnNames: _col0, _col2, _col4, _col5, _col6, _col7, _col8
                 Statistics: Num rows: 88000001 Data size: 75681779077 Basic stats: COMPLETE Column stats: NONE
                 Reduce Output Operator
-                  key expressions: _col1 (type: int)
+                  key expressions: _col2 (type: int)
                   sort order: +
-                  Map-reduce partition columns: _col1 (type: int)
+                  Map-reduce partition columns: _col2 (type: int)
                   Statistics: Num rows: 88000001 Data size: 75681779077 Basic stats: COMPLETE Column stats: NONE
-                  value expressions: _col0 (type: int), _col4 (type: string)
+                  value expressions: _col0 (type: int), _col4 (type: string), _col5 (type: string), _col6 (type: int), _col7 (type: int), _col8 (type: int)
         Reducer 3 
             Reduce Operator Tree:
               Join Operator
                 condition map:
                      Inner Join 0 to 1
                 keys:
-                  0 _col1 (type: int)
+                  0 _col2 (type: int)
                   1 _col0 (type: int)
-                outputColumnNames: _col0, _col4, _col6, _col7, _col8, _col9, _col10
+                outputColumnNames: _col0, _col4, _col5, _col6, _col7, _col8, _col10
                 Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col0 (type: int)
-                  sort order: +
-                  Map-reduce partition columns: _col0 (type: int)
+                Select Operator
+                  expressions: _col0 (type: int), _col10 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: int), _col7 (type: int), _col8 (type: int)
+                  outputColumnNames: _col0, _col4, _col6, _col7, _col8, _col9, _col10
                   Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
-                  value expressions: _col4 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: int), _col9 (type: int), _col10 (type: int)
+                  Reduce Output Operator
+                    key expressions: _col0 (type: int)
+                    sort order: +
+                    Map-reduce partition columns: _col0 (type: int)
+                    Statistics: Num rows: 96800003 Data size: 83249958789 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col4 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: int), _col9 (type: int), _col10 (type: int)
         Reducer 4 
             Reduce Operator Tree:
               Join Operator

http://git-wip-us.apache.org/repos/asf/hive/blob/328d3f93/ql/src/test/results/clientpositive/perf/spark/query37.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query37.q.out b/ql/src/test/results/clientpositive/perf/spark/query37.q.out
index 325861e..b37823c 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query37.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query37.q.out
@@ -40,7 +40,7 @@ STAGE PLANS:
     Spark
 #### A masked pattern was here ####
       Vertices:
-        Map 7 
+        Map 6 
             Map Operator Tree:
                 TableScan
                   alias: date_dim
@@ -62,7 +62,7 @@ STAGE PLANS:
   Stage: Stage-1
     Spark
       Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 306), Map 5 (PARTITION-LEVEL SORT, 306), Map 6 (PARTITION-LEVEL SORT, 306)
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 306), Map 5 (PARTITION-LEVEL SORT, 306), Map 7 (PARTITION-LEVEL SORT, 306)
         Reducer 3 <- Reducer 2 (GROUP, 671)
         Reducer 4 <- Reducer 3 (SORT, 1)
 #### A masked pattern was here ####
@@ -102,7 +102,7 @@ STAGE PLANS:
                         Map-reduce partition columns: _col0 (type: int)
                         Statistics: Num rows: 25666 Data size: 36863512 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: decimal(7,2))
-        Map 6 
+        Map 7 
             Map Operator Tree:
                 TableScan
                   alias: inventory
@@ -120,14 +120,14 @@ STAGE PLANS:
                         keys:
                           0 _col0 (type: int)
                           1 _col0 (type: int)
-                        outputColumnNames: _col1
+                        outputColumnNames: _col3
                         input vertices:
-                          1 Map 7
+                          0 Map 6
                         Statistics: Num rows: 4593600 Data size: 72578135 Basic stats: COMPLETE Column stats: NONE
                         Reduce Output Operator
-                          key expressions: _col1 (type: int)
+                          key expressions: _col3 (type: int)
                           sort order: +
-                          Map-reduce partition columns: _col1 (type: int)
+                          Map-reduce partition columns: _col3 (type: int)
                           Statistics: Num rows: 4593600 Data size: 72578135 Basic stats: COMPLETE Column stats: NONE
             Local Work:
               Map Reduce Local Work
@@ -140,7 +140,7 @@ STAGE PLANS:
                 keys:
                   0 _col0 (type: int)
                   1 _col0 (type: int)
-                  2 _col1 (type: int)
+                  2 _col3 (type: int)
                 outputColumnNames: _col2, _col3, _col4
                 Statistics: Num rows: 633577652 Data size: 85799141554 Basic stats: COMPLETE Column stats: NONE
                 Group By Operator

http://git-wip-us.apache.org/repos/asf/hive/blob/328d3f93/ql/src/test/results/clientpositive/perf/spark/query4.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query4.q.out b/ql/src/test/results/clientpositive/perf/spark/query4.q.out
index 75c4fbb..5074d49 100644
--- a/ql/src/test/results/clientpositive/perf/spark/query4.q.out
+++ b/ql/src/test/results/clientpositive/perf/spark/query4.q.out
@@ -225,20 +225,20 @@ STAGE PLANS:
         Reducer 10 <- Map 13 (PARTITION-LEVEL SORT, 398), Map 9 (PARTITION-LEVEL SORT, 398)
         Reducer 11 <- Map 14 (PARTITION-LEVEL SORT, 975), Reducer 10 (PARTITION-LEVEL SORT, 975)
         Reducer 12 <- Reducer 11 (GROUP, 481)
-        Reducer 16 <- Map 15 (PARTITION-LEVEL SORT, 398), Map 19 (PARTITION-LEVEL SORT, 398)
-        Reducer 17 <- Map 20 (PARTITION-LEVEL SORT, 975), Reducer 16 (PARTITION-LEVEL SORT, 975)
-        Reducer 18 <- Reducer 17 (GROUP, 481)
+        Reducer 16 <- Map 15 (PARTITION-LEVEL SORT, 306), Map 19 (PARTITION-LEVEL SORT, 306)
+        Reducer 17 <- Map 20 (PARTITION-LEVEL SORT, 873), Reducer 16 (PARTITION-LEVEL SORT, 873)
+        Reducer 18 <- Reducer 17 (GROUP, 369)
         Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 306), Map 7 (PARTITION-LEVEL SORT, 306)
-        Reducer 22 <- Map 21 (PARTITION-LEVEL SORT, 306), Map 25 (PARTITION-LEVEL SORT, 306)
-        Reducer 23 <- Map 26 (PARTITION-LEVEL SORT, 873), Reducer 22 (PARTITION-LEVEL SORT, 873)
-        Reducer 24 <- Reducer 23 (GROUP, 369)
+        Reducer 22 <- Map 21 (PARTITION-LEVEL SORT, 154), Map 25 (PARTITION-LEVEL SORT, 154)
+        Reducer 23 <- Map 26 (PARTITION-LEVEL SORT, 706), Reducer 22 (PARTITION-LEVEL SORT, 706)
+        Reducer 24 <- Reducer 23 (GROUP, 186)
         Reducer 28 <- Map 27 (PARTITION-LEVEL SORT, 154), Map 31 (PARTITION-LEVEL SORT, 154)
         Reducer 29 <- Map 32 (PARTITION-LEVEL SORT, 706), Reducer 28 (PARTITION-LEVEL SORT, 706)
         Reducer 3 <- Map 8 (PARTITION-LEVEL SORT, 873), Reducer 2 (PARTITION-LEVEL SORT, 873)
         Reducer 30 <- Reducer 29 (GROUP, 186)
-        Reducer 34 <- Map 33 (PARTITION-LEVEL SORT, 154), Map 37 (PARTITION-LEVEL SORT, 154)
-        Reducer 35 <- Map 38 (PARTITION-LEVEL SORT, 706), Reducer 34 (PARTITION-LEVEL SORT, 706)
-        Reducer 36 <- Reducer 35 (GROUP, 186)
+        Reducer 34 <- Map 33 (PARTITION-LEVEL SORT, 398), Map 37 (PARTITION-LEVEL SORT, 398)
+        Reducer 35 <- Map 38 (PARTITION-LEVEL SORT, 975), Reducer 34 (PARTITION-LEVEL SORT, 975)
+        Reducer 36 <- Reducer 35 (GROUP, 481)
         Reducer 4 <- Reducer 3 (GROUP, 369)
         Reducer 5 <- Reducer 12 (PARTITION-LEVEL SORT, 690), Reducer 18 (PARTITION-LEVEL SORT, 690), Reducer 24 (PARTITION-LEVEL SORT, 690), Reducer 30 (PARTITION-LEVEL SORT, 690), Reducer 36 (PARTITION-LEVEL SORT, 690), Reducer 4 (PARTITION-LEVEL SORT, 690)
         Reducer 6 <- Reducer 5 (SORT, 1)
@@ -300,20 +300,20 @@ STAGE PLANS:
         Map 15 
             Map Operator Tree:
                 TableScan
-                  alias: store_sales
-                  Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                  alias: catalog_sales
+                  Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: (ss_customer_sk is not null and ss_sold_date_sk is not null) (type: boolean)
-                    Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                    predicate: (cs_bill_customer_sk is not null and cs_sold_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
-                      expressions: ss_sold_date_sk (type: int), ss_customer_sk (type: int), ss_ext_discount_amt (type: decimal(7,2)), ss_ext_sales_price (type: decimal(7,2)), ss_ext_wholesale_cost (type: decimal(7,2)), ss_ext_list_price (type: decimal(7,2))
+                      expressions: cs_sold_date_sk (type: int), cs_bill_customer_sk (type: int), cs_ext_discount_amt (type: decimal(7,2)), cs_ext_sales_price (type: decimal(7,2)), cs_ext_wholesale_cost (type: decimal(7,2)), cs_ext_list_price (type: decimal(7,2))
                       outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
-                      Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
                       Reduce Output Operator
                         key expressions: _col0 (type: int)
                         sort order: +
                         Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                        Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: int), _col2 (type: decimal(7,2)), _col3 (type: decimal(7,2)), _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2))
         Map 19 
             Map Operator Tree:
@@ -353,20 +353,20 @@ STAGE PLANS:
         Map 21 
             Map Operator Tree:
                 TableScan
-                  alias: catalog_sales
-                  Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                  alias: web_sales
+                  Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: (cs_bill_customer_sk is not null and cs_sold_date_sk is not null) (type: boolean)
-                    Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                    predicate: (ws_bill_customer_sk is not null and ws_sold_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
-                      expressions: cs_sold_date_sk (type: int), cs_bill_customer_sk (type: int), cs_ext_discount_amt (type: decimal(7,2)), cs_ext_sales_price (type: decimal(7,2)), cs_ext_wholesale_cost (type: decimal(7,2)), cs_ext_list_price (type: decimal(7,2))
+                      expressions: ws_sold_date_sk (type: int), ws_bill_customer_sk (type: int), ws_ext_discount_amt (type: decimal(7,2)), ws_ext_sales_price (type: decimal(7,2)), ws_ext_wholesale_cost (type: decimal(7,2)), ws_ext_list_price (type: decimal(7,2))
                       outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
-                      Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
                       Reduce Output Operator
                         key expressions: _col0 (type: int)
                         sort order: +
                         Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                        Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: int), _col2 (type: decimal(7,2)), _col3 (type: decimal(7,2)), _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2))
         Map 25 
             Map Operator Tree:
@@ -374,7 +374,7 @@ STAGE PLANS:
                   alias: date_dim
                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: ((d_year = 2001) and d_date_sk is not null) (type: boolean)
+                    predicate: ((d_year = 2002) and d_date_sk is not null) (type: boolean)
                     Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
                       expressions: d_date_sk (type: int)
@@ -427,7 +427,7 @@ STAGE PLANS:
                   alias: date_dim
                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: ((d_year = 2002) and d_date_sk is not null) (type: boolean)
+                    predicate: ((d_year = 2001) and d_date_sk is not null) (type: boolean)
                     Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
                       expressions: d_date_sk (type: int)
@@ -459,20 +459,20 @@ STAGE PLANS:
         Map 33 
             Map Operator Tree:
                 TableScan
-                  alias: web_sales
-                  Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                  alias: store_sales
+                  Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: (ws_bill_customer_sk is not null and ws_sold_date_sk is not null) (type: boolean)
-                    Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                    predicate: (ss_customer_sk is not null and ss_sold_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
-                      expressions: ws_sold_date_sk (type: int), ws_bill_customer_sk (type: int), ws_ext_discount_amt (type: decimal(7,2)), ws_ext_sales_price (type: decimal(7,2)), ws_ext_wholesale_cost (type: decimal(7,2)), ws_ext_list_price (type: decimal(7,2))
+                      expressions: ss_sold_date_sk (type: int), ss_customer_sk (type: int), ss_ext_discount_amt (type: decimal(7,2)), ss_ext_sales_price (type: decimal(7,2)), ss_ext_wholesale_cost (type: decimal(7,2)), ss_ext_list_price (type: decimal(7,2))
                       outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
-                      Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
                       Reduce Output Operator
                         key expressions: _col0 (type: int)
                         sort order: +
                         Map-reduce partition columns: _col0 (type: int)
-                        Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                        Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: int), _col2 (type: decimal(7,2)), _col3 (type: decimal(7,2)), _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2))
         Map 37 
             Map Operator Tree:
@@ -480,7 +480,7 @@ STAGE PLANS:
                   alias: date_dim
                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: ((d_year = 2001) and d_date_sk is not null) (type: boolean)
+                    predicate: ((d_year = 2002) and d_date_sk is not null) (type: boolean)
                     Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
                       expressions: d_date_sk (type: int)
@@ -515,7 +515,7 @@ STAGE PLANS:
                   alias: date_dim
                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
-                    predicate: ((d_year = 2002) and d_date_sk is not null) (type: boolean)
+                    predicate: ((d_year = 2001) and d_date_sk is not null) (type: boolean)
                     Statistics: Num rows: 36524 Data size: 40870356 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
                       expressions: d_date_sk (type: int)
@@ -638,12 +638,12 @@ STAGE PLANS:
                   0 _col0 (type: int)
                   1 _col0 (type: int)
                 outputColumnNames: _col1, _col2, _col3, _col4, _col5
-                Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
                 Reduce Output Operator
                   key expressions: _col1 (type: int)
                   sort order: +
                   Map-reduce partition columns: _col1 (type: int)
-                  Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+                  Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
                   value expressions: _col2 (type: decimal(7,2)), _col3 (type: decimal(7,2)), _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2))
         Reducer 17 
             Reduce Operator Tree:
@@ -654,22 +654,22 @@ STAGE PLANS:
                   0 _col1 (type: int)
                   1 _col0 (type: int)
                 outputColumnNames: _col2, _col3, _col4, _col5, _col9, _col10, _col11, _col12, _col13, _col14, _col15
-                Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
                 Select Operator
                   expressions: _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string), _col14 (type: string), _col15 (type: string), ((((_col5 - _col4) - _col2) + _col3) / 2) (type: decimal(14,6))
                   outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                  Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                  Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
                   Group By Operator
                     aggregations: sum(_col7)
                     keys: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
                     mode: hash
                     outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                    Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                    Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
                     Reduce Output Operator
                       key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
                       sort order: +++++++
                       Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
-                      Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
                       value expressions: _col7 (type: decimal(24,6))
         Reducer 18 
             Reduce Operator Tree:
@@ -678,17 +678,17 @@ STAGE PLANS:
                 keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string)
                 mode: mergepartial
                 outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                Statistics: Num rows: 348477374 Data size: 30742775095 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
                 Select Operator
-                  expressions: _col0 (type: string), _col3 (type: string), _col7 (type: decimal(24,6))
-                  outputColumnNames: _col0, _col1, _col2
-                  Statistics: Num rows: 348477374 Data size: 30742775095 Basic stats: COMPLETE Column stats: NONE
+                  expressions: _col0 (type: string), _col7 (type: decimal(24,6))
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
                   Reduce Output Operator
                     key expressions: _col0 (type: string)
                     sort order: +
                     Map-reduce partition columns: _col0 (type: string)
-                    Statistics: Num rows: 348477374 Data size: 30742775095 Basic stats: COMPLETE Column stats: NONE
-                    value expressions: _col1 (type: string), _col2 (type: decimal(24,6))
+                    Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(24,6))
         Reducer 2 
             Reduce Operator Tree:
               Join Operator
@@ -714,12 +714,12 @@ STAGE PLANS:
                   0 _col0 (type: int)
                   1 _col0 (type: int)
                 outputColumnNames: _col1, _col2, _col3, _col4, _col5
-                Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
                 Reduce Output Operator
                   key expressions: _col1 (type: int)
                   sort order: +
                   Map-reduce partition columns: _col1 (type: int)
-                  Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+                  Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
                   value expressions: _col2 (type: decimal(7,2)), _col3 (type: decimal(7,2)), _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2))
         Reducer 23 
             Reduce Operator Tree:
@@ -730,22 +730,22 @@ STAGE PLANS:
                   0 _col1 (type: int)
                   1 _col0 (type: int)
                 outputColumnNames: _col2, _col3, _col4, _col5, _col9, _col10, _col11, _col12, _col13, _col14, _col15
-                Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
                 Select Operator
                   expressions: _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string), _col14 (type: string), _col15 (type: string), ((((_col5 - _col4) - _col2) + _col3) / 2) (type: decimal(14,6))
                   outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                  Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                  Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
                   Group By Operator
                     aggregations: sum(_col7)
                     keys: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
                     mode: hash
                     outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                    Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                    Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
                     Reduce Output Operator
                       key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
                       sort order: +++++++
                       Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
-                      Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
                       value expressions: _col7 (type: decimal(24,6))
         Reducer 24 
             Reduce Operator Tree:
@@ -754,24 +754,17 @@ STAGE PLANS:
                 keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string)
                 mode: mergepartial
                 outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
                 Select Operator
                   expressions: _col0 (type: string), _col7 (type: decimal(24,6))
-                  outputColumnNames: _col0, _col7
-                  Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
-                  Filter Operator
-                    predicate: (_col7 > 0) (type: boolean)
-                    Statistics: Num rows: 58077952 Data size: 7864921389 Basic stats: COMPLETE Column stats: NONE
-                    Select Operator
-                      expressions: _col0 (type: string), _col7 (type: decimal(24,6))
-                      outputColumnNames: _col0, _col1
-                      Statistics: Num rows: 58077952 Data size: 7864921389 Basic stats: COMPLETE Column stats: NONE
-                      Reduce Output Operator
-                        key expressions: _col0 (type: string)
-                        sort order: +
-                        Map-reduce partition columns: _col0 (type: string)
-                        Statistics: Num rows: 58077952 Data size: 7864921389 Basic stats: COMPLETE Column stats: NONE
-                        value expressions: _col1 (type: decimal(24,6))
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col0 (type: string)
+                    sort order: +
+                    Map-reduce partition columns: _col0 (type: string)
+                    Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(24,6))
         Reducer 28 
             Reduce Operator Tree:
               Join Operator
@@ -850,14 +843,21 @@ STAGE PLANS:
                 Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
                 Select Operator
                   expressions: _col0 (type: string), _col7 (type: decimal(24,6))
-                  outputColumnNames: _col0, _col1
+                  outputColumnNames: _col0, _col7
                   Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: _col0 (type: string)
-                    sort order: +
-                    Map-reduce partition columns: _col0 (type: string)
-                    Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
-                    value expressions: _col1 (type: decimal(24,6))
+                  Filter Operator
+                    predicate: (_col7 > 0) (type: boolean)
+                    Statistics: Num rows: 29040539 Data size: 3948673454 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: _col0 (type: string), _col7 (type: decimal(24,6))
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 29040539 Data size: 3948673454 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        key expressions: _col0 (type: string)
+                        sort order: +
+                        Map-reduce partition columns: _col0 (type: string)
+                        Statistics: Num rows: 29040539 Data size: 3948673454 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: decimal(24,6))
         Reducer 34 
             Reduce Operator Tree:
               Join Operator
@@ -867,12 +867,12 @@ STAGE PLANS:
                   0 _col0 (type: int)
                   1 _col0 (type: int)
                 outputColumnNames: _col1, _col2, _col3, _col4, _col5
-                Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
                 Reduce Output Operator
                   key expressions: _col1 (type: int)
                   sort order: +
                   Map-reduce partition columns: _col1 (type: int)
-                  Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
+                  Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
                   value expressions: _col2 (type: decimal(7,2)), _col3 (type: decimal(7,2)), _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2))
         Reducer 35 
             Reduce Operator Tree:
@@ -883,22 +883,22 @@ STAGE PLANS:
                   0 _col1 (type: int)
                   1 _col0 (type: int)
                 outputColumnNames: _col2, _col3, _col4, _col5, _col9, _col10, _col11, _col12, _col13, _col14, _col15
-                Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
                 Select Operator
                   expressions: _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col13 (type: string), _col14 (type: string), _col15 (type: string), ((((_col5 - _col4) - _col2) + _col3) / 2) (type: decimal(14,6))
                   outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                  Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                  Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
                   Group By Operator
                     aggregations: sum(_col7)
                     keys: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
                     mode: hash
                     outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                    Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                    Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
                     Reduce Output Operator
                       key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
                       sort order: +++++++
                       Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string)
-                      Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
                       value expressions: _col7 (type: decimal(24,6))
         Reducer 36 
             Reduce Operator Tree:
@@ -907,42 +907,42 @@ STAGE PLANS:
                 keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string)
                 mode: mergepartial
                 outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
+                Statistics: Num rows: 348477374 Data size: 30742775095 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col0 (type: string), _col3 (type: string), _col7 (type: decimal(24,6))
+                  outputColumnNames: _col0, _col1, _col2
+                  Statistics: Num rows: 348477374 Data size: 30742775095 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col0 (type: string)
+                    sort order: +
+                    Map-reduce partition columns: _col0 (type: string)
+                    Statistics: Num rows: 348477374 Data size: 30742775095 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: string), _col2 (type: decimal(24,6))
+        Reducer 4 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
                 Select Operator
                   expressions: _col0 (type: string), _col7 (type: decimal(24,6))
                   outputColumnNames: _col0, _col7
-                  Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE
+                  Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
                   Filter Operator
                     predicate: (_col7 > 0) (type: boolean)
-                    Statistics: Num rows: 29040539 Data size: 3948673454 Basic stats: COMPLETE Column stats: NONE
+                    Statistics: Num rows: 58077952 Data size: 7864921389 Basic stats: COMPLETE Column stats: NONE
                     Select Operator
                       expressions: _col0 (type: string), _col7 (type: decimal(24,6))
                       outputColumnNames: _col0, _col1
-                      Statistics: Num rows: 29040539 Data size: 3948673454 Basic stats: COMPLETE Column stats: NONE
+                      Statistics: Num rows: 58077952 Data size: 7864921389 Basic stats: COMPLETE Column stats: NONE
                       Reduce Output Operator
                         key expressions: _col0 (type: string)
                         sort order: +
                         Map-reduce partition columns: _col0 (type: string)
-                        Statistics: Num rows: 29040539 Data size: 3948673454 Basic stats: COMPLETE Column stats: NONE
+                        Statistics: Num rows: 58077952 Data size: 7864921389 Basic stats: COMPLETE Column stats: NONE
                         value expressions: _col1 (type: decimal(24,6))
-        Reducer 4 
-            Reduce Operator Tree:
-              Group By Operator
-                aggregations: sum(VALUE._col0)
-                keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string)
-                mode: mergepartial
-                outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col7 (type: decimal(24,6))
-                  outputColumnNames: _col0, _col1
-                  Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: _col0 (type: string)
-                    sort order: +
-                    Map-reduce partition columns: _col0 (type: string)
-                    Statistics: Num rows: 174233858 Data size: 23594764438 Basic stats: COMPLETE Column stats: NONE
-                    value expressions: _col1 (type: decimal(24,6))
         Reducer 5 
             Reduce Operator Tree:
               Join Operator
@@ -959,13 +959,13 @@ STAGE PLANS:
                   3 _col0 (type: string)
                   4 _col0 (type: string)
                   5 _col0 (type: string)
-                outputColumnNames: _col1, _col3, _col5, _col6, _col8, _col10, _col12
+                outputColumnNames: _col1, _col3, _col5, _col7, _col9, _col11, _col12
                 Statistics: Num rows: 1916625598 Data size: 169085266687 Basic stats: COMPLETE Column stats: NONE
                 Filter Operator
-                  predicate: (((_col1 / _col8) > (_col10 / _col12)) and ((_col1 / _col8) > (_col6 / _col3))) (type: boolean)
+                  predicate: (((_col5 / _col1) > (_col12 / _col3)) and ((_col5 / _col1) > (_col7 / _col9))) (type: boolean)
                   Statistics: Num rows: 212958399 Data size: 18787251785 Basic stats: COMPLETE Column stats: NONE
                   Select Operator
-                    expressions: _col5 (type: string)
+                    expressions: _col11 (type: string)
                     outputColumnNames: _col0
                     Statistics: Num rows: 212958399 Data size: 18787251785 Basic stats: COMPLETE Column stats: NONE
                     Reduce Output Operator