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From ser...@apache.org
Subject [16/48] hive git commit: HIVE-17543: Enable PerfCliDriver for HoS (Sahil Takiar, reviewed by Peter Vary)
Date Fri, 29 Sep 2017 03:36:07 GMT
http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query71.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query71.q.out b/ql/src/test/results/clientpositive/perf/spark/query71.q.out
new file mode 100644
index 0000000..73af356
--- /dev/null
+++ b/ql/src/test/results/clientpositive/perf/spark/query71.q.out
@@ -0,0 +1,343 @@
+PREHOOK: query: explain
+select i_brand_id brand_id, i_brand brand,t_hour,t_minute,
+ 	sum(ext_price) ext_price
+ from item, (select ws_ext_sales_price as ext_price, 
+                        ws_sold_date_sk as sold_date_sk,
+                        ws_item_sk as sold_item_sk,
+                        ws_sold_time_sk as time_sk  
+                 from web_sales,date_dim
+                 where d_date_sk = ws_sold_date_sk
+                   and d_moy=12
+                   and d_year=2001
+                 union all
+                 select cs_ext_sales_price as ext_price,
+                        cs_sold_date_sk as sold_date_sk,
+                        cs_item_sk as sold_item_sk,
+                        cs_sold_time_sk as time_sk
+                 from catalog_sales,date_dim
+                 where d_date_sk = cs_sold_date_sk
+                   and d_moy=12
+                   and d_year=2001
+                 union all
+                 select ss_ext_sales_price as ext_price,
+                        ss_sold_date_sk as sold_date_sk,
+                        ss_item_sk as sold_item_sk,
+                        ss_sold_time_sk as time_sk
+                 from store_sales,date_dim
+                 where d_date_sk = ss_sold_date_sk
+                   and d_moy=12
+                   and d_year=2001
+                 ) as tmp,time_dim
+ where
+   sold_item_sk = i_item_sk
+   and i_manager_id=1
+   and time_sk = t_time_sk
+   and (t_meal_time = 'breakfast' or t_meal_time = 'dinner')
+ group by i_brand, i_brand_id,t_hour,t_minute
+ order by ext_price desc, i_brand_id
+PREHOOK: type: QUERY
+POSTHOOK: query: explain
+select i_brand_id brand_id, i_brand brand,t_hour,t_minute,
+ 	sum(ext_price) ext_price
+ from item, (select ws_ext_sales_price as ext_price, 
+                        ws_sold_date_sk as sold_date_sk,
+                        ws_item_sk as sold_item_sk,
+                        ws_sold_time_sk as time_sk  
+                 from web_sales,date_dim
+                 where d_date_sk = ws_sold_date_sk
+                   and d_moy=12
+                   and d_year=2001
+                 union all
+                 select cs_ext_sales_price as ext_price,
+                        cs_sold_date_sk as sold_date_sk,
+                        cs_item_sk as sold_item_sk,
+                        cs_sold_time_sk as time_sk
+                 from catalog_sales,date_dim
+                 where d_date_sk = cs_sold_date_sk
+                   and d_moy=12
+                   and d_year=2001
+                 union all
+                 select ss_ext_sales_price as ext_price,
+                        ss_sold_date_sk as sold_date_sk,
+                        ss_item_sk as sold_item_sk,
+                        ss_sold_time_sk as time_sk
+                 from store_sales,date_dim
+                 where d_date_sk = ss_sold_date_sk
+                   and d_moy=12
+                   and d_year=2001
+                 ) as tmp,time_dim
+ where
+   sold_item_sk = i_item_sk
+   and i_manager_id=1
+   and time_sk = t_time_sk
+   and (t_meal_time = 'breakfast' or t_meal_time = 'dinner')
+ group by i_brand, i_brand_id,t_hour,t_minute
+ order by ext_price desc, i_brand_id
+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 12 <- Map 11 (PARTITION-LEVEL SORT, 398), Map 13 (PARTITION-LEVEL SORT, 398)
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 154), Map 10 (PARTITION-LEVEL SORT, 154)
+        Reducer 3 <- Map 14 (PARTITION-LEVEL SORT, 943), Reducer 12 (PARTITION-LEVEL SORT, 943), Reducer 2 (PARTITION-LEVEL SORT, 943), Reducer 9 (PARTITION-LEVEL SORT, 943)
+        Reducer 4 <- Map 15 (PARTITION-LEVEL SORT, 1009), Reducer 3 (PARTITION-LEVEL SORT, 1009)
+        Reducer 5 <- Reducer 4 (GROUP, 1009)
+        Reducer 6 <- Reducer 5 (SORT, 1)
+        Reducer 9 <- Map 10 (PARTITION-LEVEL SORT, 305), Map 8 (PARTITION-LEVEL SORT, 305)
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
+            Map Operator Tree:
+                TableScan
+                  alias: web_sales
+                  Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ws_item_sk is not null and ws_sold_date_sk is not null and ws_sold_time_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_sold_time_sk (type: int), ws_item_sk (type: int), ws_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2, _col3
+                      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: int), _col3 (type: decimal(7,2))
+        Map 10 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_moy = 12) and (d_year = 2001) 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 11 
+            Map Operator Tree:
+                TableScan
+                  alias: store_sales
+                  Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ss_item_sk is not null and ss_sold_date_sk is not null and ss_sold_time_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_sold_time_sk (type: int), ss_item_sk (type: int), ss_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2, _col3
+                      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: int), _col3 (type: decimal(7,2))
+        Map 13 
+            Map Operator Tree:
+                TableScan
+                  alias: date_dim
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((d_moy = 12) and (d_year = 2001) 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 14 
+            Map Operator Tree:
+                TableScan
+                  alias: item
+                  Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((i_manager_id = 1) 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), i_brand_id (type: int), i_brand (type: string)
+                      outputColumnNames: _col0, _col1, _col2
+                      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
+                        value expressions: _col1 (type: int), _col2 (type: string)
+        Map 15 
+            Map Operator Tree:
+                TableScan
+                  alias: time_dim
+                  Statistics: Num rows: 86400 Data size: 40694400 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (((t_meal_time = 'breakfast') or (t_meal_time = 'dinner')) and t_time_sk is not null) (type: boolean)
+                    Statistics: Num rows: 86400 Data size: 40694400 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: t_time_sk (type: int), t_hour (type: int), t_minute (type: int)
+                      outputColumnNames: _col0, _col1, _col2
+                      Statistics: Num rows: 86400 Data size: 40694400 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: 86400 Data size: 40694400 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: int)
+        Map 8 
+            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 and cs_sold_time_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_sold_time_sk (type: int), cs_item_sk (type: int), cs_ext_sales_price (type: decimal(7,2))
+                      outputColumnNames: _col0, _col1, _col2, _col3
+                      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: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: decimal(7,2))
+        Reducer 12 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                outputColumnNames: _col1, _col2, _col3
+                Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col3 (type: decimal(7,2)), _col2 (type: int), _col1 (type: int)
+                  outputColumnNames: _col0, _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: 1108786976 Data size: 120333742785 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col0 (type: decimal(7,2)), _col2 (type: int)
+        Reducer 2 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                outputColumnNames: _col1, _col2, _col3
+                Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col3 (type: decimal(7,2)), _col2 (type: int), _col1 (type: int)
+                  outputColumnNames: _col0, _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: 1108786976 Data size: 120333742785 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col0 (type: decimal(7,2)), _col2 (type: int)
+        Reducer 3 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col0, _col2, _col4, _col5
+                Statistics: Num rows: 1219665700 Data size: 132367119932 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: 1219665700 Data size: 132367119932 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col0 (type: decimal(7,2)), _col4 (type: int), _col5 (type: string)
+        Reducer 4 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col2 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col0, _col4, _col5, _col8, _col9
+                Statistics: Num rows: 1341632299 Data size: 145603835081 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: sum(_col0)
+                  keys: _col4 (type: int), _col8 (type: int), _col9 (type: int), _col5 (type: string)
+                  mode: hash
+                  outputColumnNames: _col0, _col1, _col2, _col3, _col4
+                  Statistics: Num rows: 1341632299 Data size: 145603835081 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col0 (type: int), _col1 (type: int), _col2 (type: int), _col3 (type: string)
+                    sort order: ++++
+                    Map-reduce partition columns: _col0 (type: int), _col1 (type: int), _col2 (type: int), _col3 (type: string)
+                    Statistics: Num rows: 1341632299 Data size: 145603835081 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col4 (type: decimal(17,2))
+        Reducer 5 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: sum(VALUE._col0)
+                keys: KEY._col0 (type: int), KEY._col1 (type: int), KEY._col2 (type: int), KEY._col3 (type: string)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1, _col2, _col3, _col4
+                Statistics: Num rows: 670816149 Data size: 72801917486 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col0 (type: int), _col3 (type: string), _col1 (type: int), _col2 (type: int), _col4 (type: decimal(17,2))
+                  outputColumnNames: _col0, _col1, _col2, _col3, _col4
+                  Statistics: Num rows: 670816149 Data size: 72801917486 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col4 (type: decimal(17,2)), _col0 (type: int)
+                    sort order: -+
+                    Statistics: Num rows: 670816149 Data size: 72801917486 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col1 (type: string), _col2 (type: int), _col3 (type: int)
+        Reducer 6 
+            Reduce Operator Tree:
+              Select Operator
+                expressions: KEY.reducesinkkey1 (type: int), VALUE._col0 (type: string), VALUE._col1 (type: int), VALUE._col2 (type: int), KEY.reducesinkkey0 (type: decimal(17,2))
+                outputColumnNames: _col0, _col1, _col2, _col3, _col4
+                Statistics: Num rows: 670816149 Data size: 72801917486 Basic stats: COMPLETE Column stats: NONE
+                File Output Operator
+                  compressed: false
+                  Statistics: Num rows: 670816149 Data size: 72801917486 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
+                outputColumnNames: _col1, _col2, _col3
+                Statistics: Num rows: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col3 (type: decimal(7,2)), _col2 (type: int), _col1 (type: int)
+                  outputColumnNames: _col0, _col1, _col2
+                  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: 1108786976 Data size: 120333742785 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col0 (type: decimal(7,2)), _col2 (type: int)
+
+  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/query72.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query72.q.out b/ql/src/test/results/clientpositive/perf/spark/query72.q.out
new file mode 100644
index 0000000..809d213
--- /dev/null
+++ b/ql/src/test/results/clientpositive/perf/spark/query72.q.out
@@ -0,0 +1,489 @@
+PREHOOK: query: explain
+select  i_item_desc
+      ,w_warehouse_name
+      ,d1.d_week_seq
+      ,count(case when p_promo_sk is null then 1 else 0 end) no_promo
+      ,count(case when p_promo_sk is not null then 1 else 0 end) promo
+      ,count(*) total_cnt
+from catalog_sales
+join inventory on (cs_item_sk = inv_item_sk)
+join warehouse on (w_warehouse_sk=inv_warehouse_sk)
+join item on (i_item_sk = cs_item_sk)
+join customer_demographics on (cs_bill_cdemo_sk = cd_demo_sk)
+join household_demographics on (cs_bill_hdemo_sk = hd_demo_sk)
+join date_dim d1 on (cs_sold_date_sk = d1.d_date_sk)
+join date_dim d2 on (inv_date_sk = d2.d_date_sk)
+join date_dim d3 on (cs_ship_date_sk = d3.d_date_sk)
+left outer join promotion on (cs_promo_sk=p_promo_sk)
+left outer join catalog_returns on (cr_item_sk = cs_item_sk and cr_order_number = cs_order_number)
+where d1.d_week_seq = d2.d_week_seq
+  and inv_quantity_on_hand < cs_quantity 
+  and d3.d_date > d1.d_date + 5
+  and hd_buy_potential = '1001-5000'
+  and d1.d_year = 2001
+  and hd_buy_potential = '1001-5000'
+  and cd_marital_status = 'M'
+  and d1.d_year = 2001
+group by i_item_desc,w_warehouse_name,d1.d_week_seq
+order by total_cnt desc, i_item_desc, w_warehouse_name, d_week_seq
+limit 100
+PREHOOK: type: QUERY
+POSTHOOK: query: explain
+select  i_item_desc
+      ,w_warehouse_name
+      ,d1.d_week_seq
+      ,count(case when p_promo_sk is null then 1 else 0 end) no_promo
+      ,count(case when p_promo_sk is not null then 1 else 0 end) promo
+      ,count(*) total_cnt
+from catalog_sales
+join inventory on (cs_item_sk = inv_item_sk)
+join warehouse on (w_warehouse_sk=inv_warehouse_sk)
+join item on (i_item_sk = cs_item_sk)
+join customer_demographics on (cs_bill_cdemo_sk = cd_demo_sk)
+join household_demographics on (cs_bill_hdemo_sk = hd_demo_sk)
+join date_dim d1 on (cs_sold_date_sk = d1.d_date_sk)
+join date_dim d2 on (inv_date_sk = d2.d_date_sk)
+join date_dim d3 on (cs_ship_date_sk = d3.d_date_sk)
+left outer join promotion on (cs_promo_sk=p_promo_sk)
+left outer join catalog_returns on (cr_item_sk = cs_item_sk and cr_order_number = cs_order_number)
+where d1.d_week_seq = d2.d_week_seq
+  and inv_quantity_on_hand < cs_quantity 
+  and d3.d_date > d1.d_date + 5
+  and hd_buy_potential = '1001-5000'
+  and d1.d_year = 2001
+  and hd_buy_potential = '1001-5000'
+  and cd_marital_status = 'M'
+  and d1.d_year = 2001
+group by i_item_desc,w_warehouse_name,d1.d_week_seq
+order by total_cnt desc, i_item_desc, w_warehouse_name, d_week_seq
+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 7 
+            Map Operator Tree:
+                TableScan
+                  alias: warehouse
+                  Statistics: Num rows: 27 Data size: 27802 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: w_warehouse_sk is not null (type: boolean)
+                    Statistics: Num rows: 27 Data size: 27802 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: w_warehouse_sk (type: int), w_warehouse_name (type: string)
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 27 Data size: 27802 Basic stats: COMPLETE Column stats: NONE
+                      Spark HashTable Sink Operator
+                        keys:
+                          0 _col2 (type: int)
+                          1 _col0 (type: int)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-3
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 15 
+            Map Operator Tree:
+                TableScan
+                  alias: household_demographics
+                  Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((hd_buy_potential = '1001-5000') and hd_demo_sk is not null) (type: boolean)
+                    Statistics: Num rows: 3600 Data size: 385200 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: hd_demo_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 3600 Data size: 385200 Basic stats: COMPLETE Column stats: NONE
+                      Spark HashTable Sink Operator
+                        keys:
+                          0 _col3 (type: int)
+                          1 _col0 (type: int)
+            Local Work:
+              Map Reduce Local Work
+        Map 16 
+            Map Operator Tree:
+                TableScan
+                  alias: promotion
+                  Statistics: Num rows: 2300 Data size: 2713420 Basic stats: COMPLETE Column stats: NONE
+                  Select Operator
+                    expressions: p_promo_sk (type: int)
+                    outputColumnNames: _col0
+                    Statistics: Num rows: 2300 Data size: 2713420 Basic stats: COMPLETE Column stats: NONE
+                    Spark HashTable Sink Operator
+                      keys:
+                        0 _col5 (type: int)
+                        1 _col0 (type: int)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+      Edges:
+        Reducer 10 <- Map 14 (PARTITION-LEVEL SORT, 338), Reducer 9 (PARTITION-LEVEL SORT, 338)
+        Reducer 11 <- Map 17 (PARTITION-LEVEL SORT, 452), Reducer 10 (PARTITION-LEVEL SORT, 452)
+        Reducer 12 <- Map 18 (PARTITION-LEVEL SORT, 492), Reducer 11 (PARTITION-LEVEL SORT, 492)
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 186), Reducer 12 (PARTITION-LEVEL SORT, 186)
+        Reducer 3 <- Map 19 (PARTITION-LEVEL SORT, 67), Reducer 2 (PARTITION-LEVEL SORT, 67)
+        Reducer 4 <- Map 20 (PARTITION-LEVEL SORT, 97), Reducer 3 (PARTITION-LEVEL SORT, 97)
+        Reducer 5 <- Reducer 4 (GROUP, 80)
+        Reducer 6 <- Reducer 5 (SORT, 1)
+        Reducer 9 <- Map 13 (PARTITION-LEVEL SORT, 306), Map 8 (PARTITION-LEVEL SORT, 306)
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
+            Map Operator Tree:
+                TableScan
+                  alias: inventory
+                  Statistics: Num rows: 37584000 Data size: 593821104 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (inv_date_sk is not null and inv_item_sk is not null and inv_warehouse_sk is not null) (type: boolean)
+                    Statistics: Num rows: 37584000 Data size: 593821104 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: inv_date_sk (type: int), inv_item_sk (type: int), inv_warehouse_sk (type: int), inv_quantity_on_hand (type: int)
+                      outputColumnNames: _col0, _col1, _col2, _col3
+                      Statistics: Num rows: 37584000 Data size: 593821104 Basic stats: COMPLETE Column stats: NONE
+                      Map Join Operator
+                        condition map:
+                             Inner Join 0 to 1
+                        keys:
+                          0 _col2 (type: int)
+                          1 _col0 (type: int)
+                        outputColumnNames: _col0, _col1, _col3, _col5
+                        input vertices:
+                          1 Map 7
+                        Statistics: Num rows: 41342400 Data size: 653203228 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: 41342400 Data size: 653203228 Basic stats: COMPLETE Column stats: NONE
+                          value expressions: _col0 (type: int), _col3 (type: int), _col5 (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 13 
+            Map Operator Tree:
+                TableScan
+                  alias: d1
+                  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 and d_week_seq 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), d_date (type: string), d_week_seq (type: int)
+                      outputColumnNames: _col0, _col1, _col2
+                      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
+                        value expressions: _col1 (type: string), _col2 (type: int)
+        Map 14 
+            Map Operator Tree:
+                TableScan
+                  alias: customer_demographics
+                  Statistics: Num rows: 1861800 Data size: 717186159 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((cd_marital_status = 'M') and cd_demo_sk is not null) (type: boolean)
+                    Statistics: Num rows: 930900 Data size: 358593079 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: cd_demo_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 930900 Data size: 358593079 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: 930900 Data size: 358593079 Basic stats: COMPLETE Column stats: NONE
+        Map 17 
+            Map Operator Tree:
+                TableScan
+                  alias: item
+                  Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: i_item_sk is not null (type: boolean)
+                    Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: i_item_sk (type: int), i_item_desc (type: string)
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 462000 Data size: 663560457 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: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: string)
+        Map 18 
+            Map Operator Tree:
+                TableScan
+                  alias: d3
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: d_date_sk is not null (type: boolean)
+                    Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int), d_date (type: string)
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 73049 Data size: 81741831 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: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: string)
+        Map 19 
+            Map Operator Tree:
+                TableScan
+                  alias: d2
+                  Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (d_date_sk is not null and d_week_seq is not null) (type: boolean)
+                    Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int), d_week_seq (type: int)
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        key expressions: _col0 (type: int), _col1 (type: int)
+                        sort order: ++
+                        Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
+                        Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE
+        Map 20 
+            Map Operator Tree:
+                TableScan
+                  alias: catalog_returns
+                  Statistics: Num rows: 28798881 Data size: 3057234680 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: cr_item_sk is not null (type: boolean)
+                    Statistics: Num rows: 28798881 Data size: 3057234680 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: cr_item_sk (type: int), cr_order_number (type: int)
+                      outputColumnNames: _col0, _col1
+                      Statistics: Num rows: 28798881 Data size: 3057234680 Basic stats: COMPLETE Column stats: NONE
+                      Reduce Output Operator
+                        key expressions: _col0 (type: int), _col1 (type: int)
+                        sort order: ++
+                        Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
+                        Statistics: Num rows: 28798881 Data size: 3057234680 Basic stats: COMPLETE Column stats: NONE
+        Map 8 
+            Map Operator Tree:
+                TableScan
+                  alias: catalog_sales
+                  Statistics: Num rows: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (cs_bill_cdemo_sk is not null and cs_bill_hdemo_sk is not null and cs_item_sk is not null and cs_ship_date_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_ship_date_sk (type: int), cs_bill_cdemo_sk (type: int), cs_bill_hdemo_sk (type: int), cs_item_sk (type: int), cs_promo_sk (type: int), cs_order_number (type: int), cs_quantity (type: int)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                      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: 287989836 Data size: 38999608952 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int), _col6 (type: int), _col7 (type: int)
+        Reducer 10 
+            Local Work:
+              Map Reduce Local Work
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col2 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col3, _col4, _col5, _col6, _col7, _col9, _col10
+                Statistics: Num rows: 348467716 Data size: 47189528877 Basic stats: COMPLETE Column stats: NONE
+                Map Join Operator
+                  condition map:
+                       Inner Join 0 to 1
+                  keys:
+                    0 _col3 (type: int)
+                    1 _col0 (type: int)
+                  outputColumnNames: _col1, _col4, _col5, _col6, _col7, _col9, _col10
+                  input vertices:
+                    1 Map 15
+                  Statistics: Num rows: 383314495 Data size: 51908482889 Basic stats: COMPLETE Column stats: NONE
+                  Map Join Operator
+                    condition map:
+                         Left Outer Join 0 to 1
+                    keys:
+                      0 _col5 (type: int)
+                      1 _col0 (type: int)
+                    outputColumnNames: _col1, _col4, _col6, _col7, _col9, _col10
+                    input vertices:
+                      1 Map 16
+                    Statistics: Num rows: 421645953 Data size: 57099332415 Basic stats: COMPLETE Column stats: NONE
+                    Reduce Output Operator
+                      key expressions: _col4 (type: int)
+                      sort order: +
+                      Map-reduce partition columns: _col4 (type: int)
+                      Statistics: Num rows: 421645953 Data size: 57099332415 Basic stats: COMPLETE Column stats: NONE
+                      value expressions: _col1 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: string), _col10 (type: int)
+        Reducer 11 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col4 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col1, _col4, _col6, _col7, _col9, _col10, _col18
+                Statistics: Num rows: 463810558 Data size: 62809267017 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: 463810558 Data size: 62809267017 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col4 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: string), _col10 (type: int), _col18 (type: string)
+        Reducer 12 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col0 (type: int)
+                outputColumnNames: _col4, _col6, _col7, _col9, _col10, _col18, _col20
+                Statistics: Num rows: 510191624 Data size: 69090195216 Basic stats: COMPLETE Column stats: NONE
+                Filter Operator
+                  predicate: (UDFToDouble(_col20) > (UDFToDouble(_col9) + 5.0)) (type: boolean)
+                  Statistics: Num rows: 170063874 Data size: 23030064981 Basic stats: COMPLETE Column stats: NONE
+                  Select Operator
+                    expressions: _col18 (type: string), _col4 (type: int), _col6 (type: int), _col7 (type: int), _col10 (type: int)
+                    outputColumnNames: _col3, _col8, _col10, _col11, _col14
+                    Statistics: Num rows: 170063874 Data size: 23030064981 Basic stats: COMPLETE Column stats: NONE
+                    Reduce Output Operator
+                      key expressions: _col8 (type: int)
+                      sort order: +
+                      Map-reduce partition columns: _col8 (type: int)
+                      Statistics: Num rows: 170063874 Data size: 23030064981 Basic stats: COMPLETE Column stats: NONE
+                      value expressions: _col3 (type: string), _col10 (type: int), _col11 (type: int), _col14 (type: int)
+        Reducer 2 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col1 (type: int)
+                  1 _col8 (type: int)
+                outputColumnNames: _col0, _col3, _col5, _col9, _col14, _col16, _col17, _col20
+                Statistics: Num rows: 187070265 Data size: 25333072028 Basic stats: COMPLETE Column stats: NONE
+                Filter Operator
+                  predicate: (_col3 < _col17) (type: boolean)
+                  Statistics: Num rows: 62356755 Data size: 8444357342 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col0 (type: int), _col20 (type: int)
+                    sort order: ++
+                    Map-reduce partition columns: _col0 (type: int), _col20 (type: int)
+                    Statistics: Num rows: 62356755 Data size: 8444357342 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col5 (type: string), _col9 (type: string), _col14 (type: int), _col16 (type: int)
+        Reducer 3 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int), _col20 (type: int)
+                  1 _col0 (type: int), _col1 (type: int)
+                outputColumnNames: _col5, _col9, _col14, _col16, _col20
+                Statistics: Num rows: 68592431 Data size: 9288793277 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col14 (type: int), _col16 (type: int), _col5 (type: string), _col9 (type: string), _col20 (type: int)
+                  outputColumnNames: _col4, _col6, _col13, _col15, _col22
+                  Statistics: Num rows: 68592431 Data size: 9288793277 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col4 (type: int), _col6 (type: int)
+                    sort order: ++
+                    Map-reduce partition columns: _col4 (type: int), _col6 (type: int)
+                    Statistics: Num rows: 68592431 Data size: 9288793277 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col13 (type: string), _col15 (type: string), _col22 (type: int)
+        Reducer 4 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Left Outer Join 0 to 1
+                keys:
+                  0 _col4 (type: int), _col6 (type: int)
+                  1 _col0 (type: int), _col1 (type: int)
+                outputColumnNames: _col13, _col15, _col22
+                Statistics: Num rows: 75451675 Data size: 10217672826 Basic stats: COMPLETE Column stats: NONE
+                Group By Operator
+                  aggregations: count()
+                  keys: _col15 (type: string), _col13 (type: string), _col22 (type: int)
+                  mode: hash
+                  outputColumnNames: _col0, _col1, _col2, _col3
+                  Statistics: Num rows: 75451675 Data size: 10217672826 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col0 (type: string), _col1 (type: string), _col2 (type: int)
+                    sort order: +++
+                    Map-reduce partition columns: _col0 (type: string), _col1 (type: string), _col2 (type: int)
+                    Statistics: Num rows: 75451675 Data size: 10217672826 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col3 (type: bigint)
+        Reducer 5 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: count(VALUE._col0)
+                keys: KEY._col0 (type: string), KEY._col1 (type: string), KEY._col2 (type: int)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1, _col2, _col3
+                Statistics: Num rows: 37725837 Data size: 5108836345 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col0 (type: string), _col1 (type: string), _col2 (type: int), _col3 (type: bigint)
+                  outputColumnNames: _col0, _col1, _col2, _col5
+                  Statistics: Num rows: 37725837 Data size: 5108836345 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col5 (type: bigint), _col0 (type: string), _col1 (type: string), _col2 (type: int)
+                    sort order: -+++
+                    Statistics: Num rows: 37725837 Data size: 5108836345 Basic stats: COMPLETE Column stats: NONE
+                    TopN Hash Memory Usage: 0.1
+        Reducer 6 
+            Reduce Operator Tree:
+              Select Operator
+                expressions: KEY.reducesinkkey1 (type: string), KEY.reducesinkkey2 (type: string), KEY.reducesinkkey3 (type: int), KEY.reducesinkkey0 (type: bigint), KEY.reducesinkkey0 (type: bigint), KEY.reducesinkkey0 (type: bigint)
+                outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
+                Statistics: Num rows: 37725837 Data size: 5108836345 Basic stats: COMPLETE Column stats: NONE
+                Limit
+                  Number of rows: 100
+                  Statistics: Num rows: 100 Data size: 13500 Basic stats: COMPLETE Column stats: NONE
+                  File Output Operator
+                    compressed: false
+                    Statistics: Num rows: 100 Data size: 13500 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, _col3, _col4, _col5, _col6, _col7, _col9, _col10
+                Statistics: Num rows: 316788826 Data size: 42899570777 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: 316788826 Data size: 42899570777 Basic stats: COMPLETE Column stats: NONE
+                  value expressions: _col1 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: string), _col10 (type: int)
+
+  Stage: Stage-0
+    Fetch Operator
+      limit: 100
+      Processor Tree:
+        ListSink
+

http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query73.q.out
----------------------------------------------------------------------
diff --git a/ql/src/test/results/clientpositive/perf/spark/query73.q.out b/ql/src/test/results/clientpositive/perf/spark/query73.q.out
new file mode 100644
index 0000000..b25a16e
--- /dev/null
+++ b/ql/src/test/results/clientpositive/perf/spark/query73.q.out
@@ -0,0 +1,261 @@
+PREHOOK: query: explain
+select c_last_name
+       ,c_first_name
+       ,c_salutation
+       ,c_preferred_cust_flag 
+       ,ss_ticket_number
+       ,cnt from
+   (select ss_ticket_number
+          ,ss_customer_sk
+          ,count(*) cnt
+    from store_sales,date_dim,store,household_demographics
+    where store_sales.ss_sold_date_sk = date_dim.d_date_sk
+    and store_sales.ss_store_sk = store.s_store_sk  
+    and store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+    and date_dim.d_dom between 1 and 2 
+    and (household_demographics.hd_buy_potential = '>10000' or
+         household_demographics.hd_buy_potential = 'unknown')
+    and household_demographics.hd_vehicle_count > 0
+    and case when household_demographics.hd_vehicle_count > 0 then 
+             household_demographics.hd_dep_count/ household_demographics.hd_vehicle_count else null end > 1
+    and date_dim.d_year in (2000,2000+1,2000+2)
+    and store.s_county in ('Mobile County','Maverick County','Huron County','Kittitas County')
+    group by ss_ticket_number,ss_customer_sk) dj,customer
+    where ss_customer_sk = c_customer_sk
+      and cnt between 1 and 5
+    order by cnt desc
+PREHOOK: type: QUERY
+POSTHOOK: query: explain
+select c_last_name
+       ,c_first_name
+       ,c_salutation
+       ,c_preferred_cust_flag 
+       ,ss_ticket_number
+       ,cnt from
+   (select ss_ticket_number
+          ,ss_customer_sk
+          ,count(*) cnt
+    from store_sales,date_dim,store,household_demographics
+    where store_sales.ss_sold_date_sk = date_dim.d_date_sk
+    and store_sales.ss_store_sk = store.s_store_sk  
+    and store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+    and date_dim.d_dom between 1 and 2 
+    and (household_demographics.hd_buy_potential = '>10000' or
+         household_demographics.hd_buy_potential = 'unknown')
+    and household_demographics.hd_vehicle_count > 0
+    and case when household_demographics.hd_vehicle_count > 0 then 
+             household_demographics.hd_dep_count/ household_demographics.hd_vehicle_count else null end > 1
+    and date_dim.d_year in (2000,2000+1,2000+2)
+    and store.s_county in ('Mobile County','Maverick County','Huron County','Kittitas County')
+    group by ss_ticket_number,ss_customer_sk) dj,customer
+    where ss_customer_sk = c_customer_sk
+      and cnt between 1 and 5
+    order by cnt desc
+POSTHOOK: type: QUERY
+STAGE DEPENDENCIES:
+  Stage-2 is a root stage
+  Stage-1 depends on stages: Stage-2
+  Stage-0 depends on stages: Stage-1
+
+STAGE PLANS:
+  Stage: Stage-2
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        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_year) IN (2000, 2001, 2002) and d_date_sk is not null and d_dom BETWEEN 1 AND 2) (type: boolean)
+                    Statistics: Num rows: 4058 Data size: 4540902 Basic stats: COMPLETE Column stats: NONE
+                    Select Operator
+                      expressions: d_date_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 4058 Data size: 4540902 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
+        Map 7 
+            Map Operator Tree:
+                TableScan
+                  alias: household_demographics
+                  Statistics: Num rows: 7200 Data size: 770400 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)) > 1.0)) 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: hd_demo_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 1200 Data size: 128400 Basic stats: COMPLETE Column stats: NONE
+                      Spark HashTable Sink Operator
+                        keys:
+                          0 _col2 (type: int)
+                          1 _col0 (type: int)
+            Local Work:
+              Map Reduce Local Work
+        Map 8 
+            Map Operator Tree:
+                TableScan
+                  alias: store
+                  Statistics: Num rows: 1704 Data size: 3256276 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: ((s_county) IN ('Mobile County', 'Maverick County', 'Huron County', 'Kittitas 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: s_store_sk (type: int)
+                      outputColumnNames: _col0
+                      Statistics: Num rows: 852 Data size: 1628138 Basic stats: COMPLETE Column stats: NONE
+                      Spark HashTable Sink Operator
+                        keys:
+                          0 _col3 (type: int)
+                          1 _col0 (type: int)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+      Edges:
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 567), Reducer 5 (PARTITION-LEVEL SORT, 567)
+        Reducer 3 <- Reducer 2 (SORT, 1)
+        Reducer 5 <- Map 4 (GROUP, 529)
+#### 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_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_salutation (type: string), c_first_name (type: string), c_last_name (type: string), c_preferred_cust_flag (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4
+                      Statistics: Num rows: 80000000 Data size: 68801615852 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: 80000000 Data size: 68801615852 Basic stats: COMPLETE Column stats: NONE
+                        value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string)
+        Map 4 
+            Map Operator Tree:
+                TableScan
+                  alias: store_sales
+                  Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: (ss_customer_sk is not null and ss_hdemo_sk is not null and ss_sold_date_sk is not null and ss_store_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_customer_sk (type: int), ss_hdemo_sk (type: int), ss_store_sk (type: int), ss_ticket_number (type: int)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4
+                      Statistics: Num rows: 575995635 Data size: 50814502088 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, _col3, _col4
+                        input vertices:
+                          1 Map 6
+                        Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE
+                        Map Join Operator
+                          condition map:
+                               Inner Join 0 to 1
+                          keys:
+                            0 _col2 (type: int)
+                            1 _col0 (type: int)
+                          outputColumnNames: _col1, _col3, _col4
+                          input vertices:
+                            1 Map 7
+                          Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE
+                          Map Join Operator
+                            condition map:
+                                 Inner Join 0 to 1
+                            keys:
+                              0 _col3 (type: int)
+                              1 _col0 (type: int)
+                            outputColumnNames: _col1, _col4
+                            input vertices:
+                              1 Map 8
+                            Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+                            Group By Operator
+                              aggregations: count()
+                              keys: _col1 (type: int), _col4 (type: int)
+                              mode: hash
+                              outputColumnNames: _col0, _col1, _col2
+                              Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+                              Reduce Output Operator
+                                key expressions: _col0 (type: int), _col1 (type: int)
+                                sort order: ++
+                                Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
+                                Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE
+                                value expressions: _col2 (type: bigint)
+            Local Work:
+              Map Reduce Local Work
+        Reducer 2 
+            Reduce Operator Tree:
+              Join Operator
+                condition map:
+                     Inner Join 0 to 1
+                keys:
+                  0 _col0 (type: int)
+                  1 _col1 (type: int)
+                outputColumnNames: _col1, _col2, _col3, _col4, _col5, _col7
+                Statistics: Num rows: 88000001 Data size: 75681779077 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col3 (type: string), _col2 (type: string), _col1 (type: string), _col4 (type: string), _col5 (type: int), _col7 (type: bigint)
+                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
+                  Statistics: Num rows: 88000001 Data size: 75681779077 Basic stats: COMPLETE Column stats: NONE
+                  Reduce Output Operator
+                    key expressions: _col5 (type: bigint)
+                    sort order: -
+                    Statistics: Num rows: 88000001 Data size: 75681779077 Basic stats: COMPLETE Column stats: NONE
+                    value expressions: _col0 (type: string), _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: int)
+        Reducer 3 
+            Reduce Operator Tree:
+              Select Operator
+                expressions: VALUE._col0 (type: string), VALUE._col1 (type: string), VALUE._col2 (type: string), VALUE._col3 (type: string), VALUE._col4 (type: int), KEY.reducesinkkey0 (type: bigint)
+                outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
+                Statistics: Num rows: 88000001 Data size: 75681779077 Basic stats: COMPLETE Column stats: NONE
+                File Output Operator
+                  compressed: false
+                  Statistics: Num rows: 88000001 Data size: 75681779077 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 5 
+            Reduce Operator Tree:
+              Group By Operator
+                aggregations: count(VALUE._col0)
+                keys: KEY._col0 (type: int), KEY._col1 (type: int)
+                mode: mergepartial
+                outputColumnNames: _col0, _col1, _col2
+                Statistics: Num rows: 383325119 Data size: 33817053293 Basic stats: COMPLETE Column stats: NONE
+                Select Operator
+                  expressions: _col1 (type: int), _col0 (type: int), _col2 (type: bigint)
+                  outputColumnNames: _col0, _col1, _col2
+                  Statistics: Num rows: 383325119 Data size: 33817053293 Basic stats: COMPLETE Column stats: NONE
+                  Filter Operator
+                    predicate: _col2 BETWEEN 1 AND 5 (type: boolean)
+                    Statistics: Num rows: 42591679 Data size: 3757450287 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: 42591679 Data size: 3757450287 Basic stats: COMPLETE Column stats: NONE
+                      value expressions: _col0 (type: int), _col2 (type: bigint)
+
+  Stage: Stage-0
+    Fetch Operator
+      limit: -1
+      Processor Tree:
+        ListSink
+


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