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From stak...@apache.org
Subject [27/35] hive git commit: HIVE-17543: Enable PerfCliDriver for HoS (Sahil Takiar, reviewed by Peter Vary)
Date Thu, 28 Sep 2017 18:12:43 GMT
http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query31.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query31.q.out b/ql/src/test/results/clientpositive/perf/spark/query31.q.out
new file mode 100644
index 0000000..6ddec52
--- /dev/null
+++ b/ql/src/test/results/clientpositive/perf/spark/query31.q.out
@@ -0,0 +1,815 @@
+PREHOOK: query: explain
+with ss as
+ (select ca_county,d_qoy, d_year,sum(ss_ext_sales_price) as store_sales
+ from store_sales,date_dim,customer_address
+ where ss_sold_date_sk = d_date_sk
+  and ss_addr_sk=ca_address_sk
+ group by ca_county,d_qoy, d_year),
+ ws as
+ (select ca_county,d_qoy, d_year,sum(ws_ext_sales_price) as web_sales
+ from web_sales,date_dim,customer_address
+ where ws_sold_date_sk = d_date_sk
+  and ws_bill_addr_sk=ca_address_sk
+ group by ca_county,d_qoy, d_year)
+ select /* tt */
+        ss1.ca_county
+       ,ss1.d_year
+       ,ws2.web_sales/ws1.web_sales web_q1_q2_increase
+       ,ss2.store_sales/ss1.store_sales store_q1_q2_increase
+       ,ws3.web_sales/ws2.web_sales web_q2_q3_increase
+       ,ss3.store_sales/ss2.store_sales store_q2_q3_increase
+ from
+        ss ss1
+       ,ss ss2
+       ,ss ss3
+       ,ws ws1
+       ,ws ws2
+       ,ws ws3
+ where
+    ss1.d_qoy = 1
+    and ss1.d_year = 2000
+    and ss1.ca_county = ss2.ca_county
+    and ss2.d_qoy = 2
+    and ss2.d_year = 2000
+ and ss2.ca_county = ss3.ca_county
+    and ss3.d_qoy = 3
+    and ss3.d_year = 2000
+    and ss1.ca_county = ws1.ca_county
+    and ws1.d_qoy = 1
+    and ws1.d_year = 2000
+    and ws1.ca_county = ws2.ca_county
+    and ws2.d_qoy = 2
+    and ws2.d_year = 2000
+    and ws1.ca_county = ws3.ca_county
+    and ws3.d_qoy = 3
+    and ws3.d_year =2000
+    and case when ws1.web_sales > 0 then ws2.web_sales/ws1.web_sales else null end 
+       > case when ss1.store_sales > 0 then ss2.store_sales/ss1.store_sales else null end
+    and case when ws2.web_sales > 0 then ws3.web_sales/ws2.web_sales else null end
+       > case when ss2.store_sales > 0 then ss3.store_sales/ss2.store_sales else null end
+ order by ss1.d_year
+PREHOOK: type: QUERY
+POSTHOOK: query: explain
+with ss as
+ (select ca_county,d_qoy, d_year,sum(ss_ext_sales_price) as store_sales
+ from store_sales,date_dim,customer_address
+ where ss_sold_date_sk = d_date_sk
+  and ss_addr_sk=ca_address_sk
+ group by ca_county,d_qoy, d_year),
+ ws as
+ (select ca_county,d_qoy, d_year,sum(ws_ext_sales_price) as web_sales
+ from web_sales,date_dim,customer_address
+ where ws_sold_date_sk = d_date_sk
+  and ws_bill_addr_sk=ca_address_sk
+ group by ca_county,d_qoy, d_year)
+ select /* tt */
+        ss1.ca_county
+       ,ss1.d_year
+       ,ws2.web_sales/ws1.web_sales web_q1_q2_increase
+       ,ss2.store_sales/ss1.store_sales store_q1_q2_increase
+       ,ws3.web_sales/ws2.web_sales web_q2_q3_increase
+       ,ss3.store_sales/ss2.store_sales store_q2_q3_increase
+ from
+        ss ss1
+       ,ss ss2
+       ,ss ss3
+       ,ws ws1
+       ,ws ws2
+       ,ws ws3
+ where
+    ss1.d_qoy = 1
+    and ss1.d_year = 2000
+    and ss1.ca_county = ss2.ca_county
+    and ss2.d_qoy = 2
+    and ss2.d_year = 2000
+ and ss2.ca_county = ss3.ca_county
+    and ss3.d_qoy = 3
+    and ss3.d_year = 2000
+    and ss1.ca_county = ws1.ca_county
+    and ws1.d_qoy = 1
+    and ws1.d_year = 2000
+    and ws1.ca_county = ws2.ca_county
+    and ws2.d_qoy = 2
+    and ws2.d_year = 2000
+    and ws1.ca_county = ws3.ca_county
+    and ws3.d_qoy = 3
+    and ws3.d_year =2000
+    and case when ws1.web_sales > 0 then ws2.web_sales/ws1.web_sales else null end 
+       > case when ss1.store_sales > 0 then ss2.store_sales/ss1.store_sales else null end
+    and case when ws2.web_sales > 0 then ws3.web_sales/ws2.web_sales else null end
+       > case when ss2.store_sales > 0 then ss3.store_sales/ss2.store_sales else null end
+ order by ss1.d_year
+POSTHOOK: type: QUERY
+STAGE DEPENDENCIES:
+  Stage-1 is a root stage
+  Stage-0 depends on stages: Stage-1
+
+STAGE PLANS:
+  Stage: Stage-1
+    Spark
+      Edges:
+        Reducer 10 <- Map 13 (PARTITION-LEVEL SORT, 754), Reducer 9 (PARTITION-LEVEL SORT, 754)
+        Reducer 11 <- Reducer 10 (GROUP, 481)
+        Reducer 15 <- Map 14 (PARTITION-LEVEL SORT, 398), Map 18 (PARTITION-LEVEL SORT, 398)
+        Reducer 16 <- Map 19 (PARTITION-LEVEL SORT, 754), Reducer 15 (PARTITION-LEVEL SORT, 754)
+        Reducer 17 <- Reducer 16 (GROUP, 481)
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 398), Map 6 (PARTITION-LEVEL SORT, 398)
+        Reducer 21 <- Map 20 (PARTITION-LEVEL SORT, 154), Map 25 (PARTITION-LEVEL SORT, 154)
+        Reducer 22 <- Map 26 (PARTITION-LEVEL SORT, 486), Reducer 21 (PARTITION-LEVEL SORT, 486)
+        Reducer 23 <- Reducer 22 (GROUP, 186)
+        Reducer 24 <- Reducer 23 (PARTITION-LEVEL SORT, 278), Reducer 30 (PARTITION-LEVEL SORT, 278), Reducer 36 (PARTITION-LEVEL SORT, 278)
+        Reducer 28 <- Map 27 (PARTITION-LEVEL SORT, 154), Map 31 (PARTITION-LEVEL SORT, 154)
+        Reducer 29 <- Map 32 (PARTITION-LEVEL SORT, 486), Reducer 28 (PARTITION-LEVEL SORT, 486)
+        Reducer 3 <- Map 7 (PARTITION-LEVEL SORT, 754), Reducer 2 (PARTITION-LEVEL SORT, 754)
+        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, 486), Reducer 34 (PARTITION-LEVEL SORT, 486)
+        Reducer 36 <- Reducer 35 (GROUP, 186)
+        Reducer 4 <- Reducer 3 (GROUP, 481)
+        Reducer 5 <- Reducer 11 (PARTITION-LEVEL SORT, 925), Reducer 17 (PARTITION-LEVEL SORT, 925), Reducer 24 (PARTITION-LEVEL SORT, 925), Reducer 4 (PARTITION-LEVEL SORT, 925)
+        Reducer 9 <- Map 12 (PARTITION-LEVEL SORT, 398), Map 8 (PARTITION-LEVEL SORT, 398)
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
+            Map Operator Tree:
+                TableScan
+                  alias: store_sales
+                  Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ss_addr_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: ss_sold_date_sk (type: int), ss_addr_sk (type: int), ss_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2
+                      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: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: decimal(7,2))
+        Map 12 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_qoy = 1) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 18262 Data size: 20435178 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: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+        Map 13 
+            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 and ca_county 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_county (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 14 
+            Map Operator Tree:
+                TableScan
+                  alias: store_sales
+                  Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ss_addr_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: ss_sold_date_sk (type: int), ss_addr_sk (type: int), ss_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2
+                      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: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: decimal(7,2))
+        Map 18 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_qoy = 3) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 18262 Data size: 20435178 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: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+        Map 19 
+            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 and ca_county 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_county (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 20 
+            Map Operator Tree:
+                TableScan
+                  alias: web_sales
+                  Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ws_bill_addr_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: ws_sold_date_sk (type: int), ws_bill_addr_sk (type: int), ws_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2
+                      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: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: decimal(7,2))
+        Map 25 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_qoy = 1) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 18262 Data size: 20435178 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: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+        Map 26 
+            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 and ca_county 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_county (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 27 
+            Map Operator Tree:
+                TableScan
+                  alias: web_sales
+                  Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ws_bill_addr_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: ws_sold_date_sk (type: int), ws_bill_addr_sk (type: int), ws_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2
+                      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: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: decimal(7,2))
+        Map 31 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_qoy = 2) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 18262 Data size: 20435178 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: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+        Map 32 
+            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 and ca_county 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_county (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 33 
+            Map Operator Tree:
+                TableScan
+                  alias: web_sales
+                  Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ws_bill_addr_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: ws_sold_date_sk (type: int), ws_bill_addr_sk (type: int), ws_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2
+                      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: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: decimal(7,2))
+        Map 37 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_qoy = 3) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 18262 Data size: 20435178 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: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+        Map 38 
+            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 and ca_county 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_county (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 6 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_qoy = 2) and (d_year = 2000) and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 18262 Data size: 20435178 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: 18262 Data size: 20435178 Basic stats: COMPLETE Column stats: NONE
+        Map 7 
+            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 and ca_county 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_county (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: store_sales
+                  Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ss_addr_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: ss_sold_date_sk (type: int), ss_addr_sk (type: int), ss_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2
+                      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: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: decimal(7,2))
+        Reducer 10 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col2, _col7
+                Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: sum(_col2)
+                  keys: _col7 (type: string)
+                  mode: hash
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 696954748 Data size: 61485550191 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: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(17,2))
+        Reducer 11 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: string)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1
+                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: decimal(17,2))
+        Reducer 15 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col2
+                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: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col2 (type: decimal(7,2))
+        Reducer 16 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col2, _col7
+                Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: sum(_col2)
+                  keys: _col7 (type: string)
+                  mode: hash
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 696954748 Data size: 61485550191 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: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(17,2))
+        Reducer 17 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: string)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1
+                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: decimal(17,2))
+        Reducer 2 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col2
+                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: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col2 (type: decimal(7,2))
+        Reducer 21 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col2
+                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: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col2 (type: decimal(7,2))
+        Reducer 22 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col2, _col7
+                Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: sum(_col2)
+                  keys: _col7 (type: string)
+                  mode: hash
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 174243235 Data size: 23692040863 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: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(17,2))
+        Reducer 23 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: string)
+                mode: mergepartial
+                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(17,2))
+        Reducer 24 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                     Inner Join 0 to 2
+                keys:
+                  0 _col0 (type: string)
+                  1 _col0 (type: string)
+                  2 _col0 (type: string)
+                outputColumnNames: _col0, _col1, _col3, _col5
+                Statistics: Num rows: 191667561 Data size: 26061245363 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: 191667561 Data size: 26061245363 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col1 (type: decimal(17,2)), _col3 (type: decimal(17,2)), _col5 (type: decimal(17,2))
+        Reducer 28 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col2
+                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: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col2 (type: decimal(7,2))
+        Reducer 29 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col2, _col7
+                Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: sum(_col2)
+                  keys: _col7 (type: string)
+                  mode: hash
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 174243235 Data size: 23692040863 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: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(17,2))
+        Reducer 3 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col2, _col7
+                Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: sum(_col2)
+                  keys: _col7 (type: string)
+                  mode: hash
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 696954748 Data size: 61485550191 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: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(17,2))
+        Reducer 30 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: string)
+                mode: mergepartial
+                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(17,2))
+        Reducer 34 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col2
+                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: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col2 (type: decimal(7,2))
+        Reducer 35 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col2, _col7
+                Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: sum(_col2)
+                  keys: _col7 (type: string)
+                  mode: hash
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 174243235 Data size: 23692040863 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: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: decimal(17,2))
+        Reducer 36 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: string)
+                mode: mergepartial
+                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(17,2))
+        Reducer 4 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: string)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1
+                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: decimal(17,2))
+        Reducer 5 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                     Inner Join 0 to 2
+                     Inner Join 0 to 3
+                keys:
+                  0 _col0 (type: string)
+                  1 _col0 (type: string)
+                  2 _col0 (type: string)
+                  3 _col0 (type: string)
+                outputColumnNames: _col0, _col1, _col3, _col5, _col7, _col9, _col11
+                Statistics: Num rows: 1149975359 Data size: 101451160012 Basic stats: COMPLETE Column stats: NONE
+                Filter Operator
+                  predicate: (CASE WHEN ((_col1 > 0)) THEN (CASE WHEN ((_col9 > 0)) THEN (((_col11 / _col9) > (_col5 / _col1))) ELSE ((null > (_col5 / _col1))) END) ELSE (CASE WHEN ((_col9 > 0)) THEN (((_col11 / _col9) > null)) ELSE (null) END) END and CASE WHEN ((_col3 > 0)) THEN (CASE WHEN ((_col7 > 0)) THEN (((_col9 / _col7) > (_col1 / _col3))) ELSE ((null > (_col1 / _col3))) END) ELSE (CASE WHEN ((_col7 > 0)) THEN (((_col9 / _col7) > null)) ELSE (null) END) END) (type: boolean)
+                  Statistics: Num rows: 287493839 Data size: 25362789936 Basic stats: COMPLETE Column stats: NONE
+                  Select Operator
+                    expressions: _col0 (type: string), 2000 (type: int), (_col9 / _col7) (type: decimal(37,20)), (_col1 / _col3) (type: decimal(37,20)), (_col11 / _col9) (type: decimal(37,20)), (_col5 / _col1) (type: decimal(37,20))
+                    outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
+                    Statistics: Num rows: 287493839 Data size: 25362789936 Basic stats: COMPLETE Column stats: NONE
+                    File Output Operator
+                      compressed: false
+                      Statistics: Num rows: 287493839 Data size: 25362789936 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 9 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col2
+                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: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col2 (type: decimal(7,2))
+
+  Stage: Stage-0
+    Fetch Operator
+      limit: -1
+      Processor Tree:
+        ListSink
+

http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/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
new file mode 100644
index 0000000..e7d356d
--- /dev/null
+++ b/ql/src/test/results/clientpositive/perf/spark/query32.q.out
@@ -0,0 +1,284 @@
+PREHOOK: query: explain
+select  sum(cs_ext_discount_amt)  as `excess discount amount` 
+from 
+   catalog_sales 
+   ,item 
+   ,date_dim
+where
+i_manufact_id = 269
+and i_item_sk = cs_item_sk 
+and d_date between '1998-03-18' and 
+        (cast('1998-03-18' as date) + 90 days)
+and d_date_sk = cs_sold_date_sk 
+and cs_ext_discount_amt  
+     > ( 
+         select 
+            1.3 * avg(cs_ext_discount_amt) 
+         from 
+            catalog_sales 
+           ,date_dim
+         where 
+              cs_item_sk = i_item_sk 
+          and d_date between '1998-03-18' and
+                             (cast('1998-03-18' as date) + 90 days)
+          and d_date_sk = cs_sold_date_sk 
+      ) 
+limit 100
+PREHOOK: type: QUERY
+POSTHOOK: query: explain
+select  sum(cs_ext_discount_amt)  as `excess discount amount` 
+from 
+   catalog_sales 
+   ,item 
+   ,date_dim
+where
+i_manufact_id = 269
+and i_item_sk = cs_item_sk 
+and d_date between '1998-03-18' and 
+        (cast('1998-03-18' as date) + 90 days)
+and d_date_sk = cs_sold_date_sk 
+and cs_ext_discount_amt  
+     > ( 
+         select 
+            1.3 * avg(cs_ext_discount_amt) 
+         from 
+            catalog_sales 
+           ,date_dim
+         where 
+              cs_item_sk = i_item_sk 
+          and d_date between '1998-03-18' and
+                             (cast('1998-03-18' as date) + 90 days)
+          and d_date_sk = cs_sold_date_sk 
+      ) 
+limit 100
+POSTHOOK: type: QUERY
+STAGE DEPENDENCIES:
+  Stage-2 is a root stage
+  Stage-3 depends on stages: Stage-2
+  Stage-1 depends on stages: Stage-3
+  Stage-0 depends on stages: Stage-1
+
+STAGE PLANS:
+  Stage: Stage-2
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 4 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (CAST( d_date AS TIMESTAMP) BETWEEN 1998-03-18 00:00:00.0 AND 1998-06-16 01:00:00.0 and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE
+                      Spark HashTable Sink Operator
+                        keys:
+                          0 _col0 (type: int)
+                          1 _col0 (type: int)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-3
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 8 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (CAST( d_date AS TIMESTAMP) BETWEEN 1998-03-18 00:00:00.0 AND 1998-06-16 01:00:00.0 and d_date_sk is not null) (type: boolean)
+                    Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE
+                      Spark HashTable Sink Operator
+                        keys:
+                          0 _col0 (type: int)
+                          1 _col0 (type: int)
+            Local Work:
+              Map Reduce Local Work
+
+  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)
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
+            Map Operator Tree:
+                TableScan
+                  alias: catalog_sales
+                  Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (cs_item_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: 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
+        Map 5 
+            Map Operator Tree:
+                TableScan
+                  alias: catalog_sales
+                  Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (cs_item_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: 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 8
+                        Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+                        Group By Operator
+                          aggregations: avg(_col2)
+                          keys: _col1 (type: int)
+                          mode: hash
+                          outputColumnNames: _col0, _col1
+                          Statistics: Num rows: 316788826 Data size: 42899570777 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: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+                            value expressions: _col1 (type: struct<count:bigint,sum:decimal(17,2),input:decimal(7,2)>)
+            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 
+            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
+                Filter Operator
+                  predicate: (_col2 > _col5) (type: boolean)
+                  Statistics: Num rows: 116155905 Data size: 15729842913 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
+                    Group By Operator
+                      aggregations: sum(_col2)
+                      mode: hash
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        sort order: 
+                        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 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                mode: mergepartial
+                outputColumnNames: _col0
+                Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE
+                Limit
+                  Number of rows: 100
+                  Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE
+                  File Output Operator
+                    compressed: false
+                    Statistics: Num rows: 1 Data size: 112 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 6 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: avg(VALUE._col0)
+                keys: KEY._col0 (type: int)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1
+                Statistics: Num rows: 158394413 Data size: 21449785388 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: (1.3 * _col1) (type: decimal(14,7)), _col0 (type: int)
+                  outputColumnNames: _col0, _col1
+                  Statistics: Num rows: 158394413 Data size: 21449785388 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: 158394413 Data size: 21449785388 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col0 (type: decimal(14,7))
+        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(14,7))
+
+  Stage: Stage-0
+    Fetch Operator
+      limit: 100
+      Processor Tree:
+        ListSink
+


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