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Posted to commits@hive.apache.org by xu...@apache.org on 2014/11/25 14:03:23 UTC

svn commit: r1641614 [24/43] - in /hive/branches/spark: itests/src/test/resources/ ql/src/java/org/apache/hadoop/hive/ql/optimizer/physical/ ql/src/java/org/apache/hadoop/hive/ql/optimizer/spark/ ql/src/java/org/apache/hadoop/hive/ql/parse/spark/ ql/sr...

Modified: hive/branches/spark/ql/src/test/results/clientpositive/spark/mergejoins_mixed.q.out
URL: http://svn.apache.org/viewvc/hive/branches/spark/ql/src/test/results/clientpositive/spark/mergejoins_mixed.q.out?rev=1641614&r1=1641613&r2=1641614&view=diff
==============================================================================
--- hive/branches/spark/ql/src/test/results/clientpositive/spark/mergejoins_mixed.q.out (original)
+++ hive/branches/spark/ql/src/test/results/clientpositive/spark/mergejoins_mixed.q.out Tue Nov 25 13:03:18 2014
@@ -19,14 +19,13 @@ explain
 select * from a join a b on (a.key=b.key) left outer join a c on (b.key=c.key) left outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-3 is a root stage
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-3
     Spark
-      Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 3 (PARTITION-LEVEL SORT, 1), Map 4 (PARTITION-LEVEL SORT, 1), Map 5 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
         Map 1 
@@ -34,70 +33,99 @@ STAGE PLANS:
                 TableScan
                   alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 3 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 2 
             Map Operator Tree:
                 TableScan
                   alias: b
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 4 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 3 
             Map Operator Tree:
                 TableScan
                   alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 5 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 4 
             Map Operator Tree:
                 TableScan
                   alias: a
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                     Left Outer Join1 to 2
-                     Left Outer Join0 to 3
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                  2 {KEY.reducesinkkey0} {VALUE._col0}
-                  3 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+                  Map Join Operator
+                    condition map:
+                         Inner Join 0 to 1
+                         Left Outer Join1 to 2
+                         Left Outer Join0 to 3
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                    input vertices:
+                      1 Map 2
+                      2 Map 3
+                      3 Map 1
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Select Operator
+                      expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      File Output Operator
+                        compressed: false
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        table:
+                            input format: org.apache.hadoop.mapred.TextInputFormat
+                            output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                            serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -112,85 +140,113 @@ POSTHOOK: query: explain
 select * from a join a b on (a.key=b.key) left outer join a c on (b.key=c.key) right outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-3 is a root stage
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-3
     Spark
-      Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 3 (PARTITION-LEVEL SORT, 1), Map 4 (PARTITION-LEVEL SORT, 1), Map 5 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
-        Map 1 
+        Map 2 
             Map Operator Tree:
                 TableScan
-                  alias: d
+                  alias: b
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
         Map 3 
             Map Operator Tree:
                 TableScan
-                  alias: b
+                  alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
         Map 4 
             Map Operator Tree:
                 TableScan
-                  alias: c
+                  alias: a
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 5 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
             Map Operator Tree:
                 TableScan
-                  alias: a
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                     Left Outer Join1 to 2
-                     Right Outer Join0 to 3
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                  2 {KEY.reducesinkkey0} {VALUE._col0}
-                  3 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                  alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+                  Map Join Operator
+                    condition map:
+                         Inner Join 0 to 1
+                         Left Outer Join1 to 2
+                         Right Outer Join0 to 3
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                    input vertices:
+                      0 Map 4
+                      1 Map 2
+                      2 Map 3
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Select Operator
+                      expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      File Output Operator
+                        compressed: false
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        table:
+                            input format: org.apache.hadoop.mapred.TextInputFormat
+                            output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                            serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -205,14 +261,13 @@ POSTHOOK: query: explain
 select * from a join a b on (a.key=b.key) right outer join a c on (b.key=c.key) left outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-3 is a root stage
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-3
     Spark
-      Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 3 (PARTITION-LEVEL SORT, 1), Map 4 (PARTITION-LEVEL SORT, 1), Map 5 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
         Map 1 
@@ -220,70 +275,99 @@ STAGE PLANS:
                 TableScan
                   alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 3 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 2 
             Map Operator Tree:
                 TableScan
                   alias: b
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
         Map 4 
             Map Operator Tree:
                 TableScan
-                  alias: c
+                  alias: a
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 5 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 3 
             Map Operator Tree:
                 TableScan
-                  alias: a
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                     Right Outer Join1 to 2
-                     Left Outer Join0 to 3
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                  2 {KEY.reducesinkkey0} {VALUE._col0}
-                  3 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                  alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+                  Map Join Operator
+                    condition map:
+                         Inner Join 0 to 1
+                         Right Outer Join1 to 2
+                         Left Outer Join0 to 3
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                    input vertices:
+                      0 Map 4
+                      1 Map 2
+                      3 Map 1
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Select Operator
+                      expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      File Output Operator
+                        compressed: false
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        table:
+                            input format: org.apache.hadoop.mapred.TextInputFormat
+                            output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                            serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -298,85 +382,113 @@ POSTHOOK: query: explain
 select * from a join a b on (a.key=b.key) right outer join a c on (b.key=c.key) right outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-3 is a root stage
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-3
     Spark
-      Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 3 (PARTITION-LEVEL SORT, 1), Map 4 (PARTITION-LEVEL SORT, 1), Map 5 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
-        Map 1 
+        Map 2 
             Map Operator Tree:
                 TableScan
-                  alias: d
+                  alias: b
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
         Map 3 
             Map Operator Tree:
                 TableScan
-                  alias: b
+                  alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
         Map 4 
             Map Operator Tree:
                 TableScan
-                  alias: c
+                  alias: a
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 5 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
             Map Operator Tree:
                 TableScan
-                  alias: a
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                     Right Outer Join1 to 2
-                     Right Outer Join0 to 3
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                  2 {KEY.reducesinkkey0} {VALUE._col0}
-                  3 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                  alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+                  Map Join Operator
+                    condition map:
+                         Inner Join 0 to 1
+                         Right Outer Join1 to 2
+                         Right Outer Join0 to 3
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                      3 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                      3 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                    input vertices:
+                      0 Map 4
+                      1 Map 2
+                      2 Map 3
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Select Operator
+                      expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      File Output Operator
+                        compressed: false
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        table:
+                            input format: org.apache.hadoop.mapred.TextInputFormat
+                            output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                            serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -393,100 +505,114 @@ explain
 select * from a join a b on (a.key=b.key) left outer join a c on (b.value=c.key) left outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-3 is a root stage
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-3
     Spark
-      Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 4 (PARTITION-LEVEL SORT, 1), Map 6 (PARTITION-LEVEL SORT, 1)
-        Reducer 3 <- Map 5 (PARTITION-LEVEL SORT, 1), Reducer 2 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
         Map 1 
             Map Operator Tree:
                 TableScan
                   alias: d
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 4 
+                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 2 
             Map Operator Tree:
                 TableScan
                   alias: b
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 5 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {value}
+                      2 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 3 
             Map Operator Tree:
                 TableScan
                   alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 6 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6} {_col10} {_col11}
+                      1 {value}
+                    keys:
+                      0 _col6 (type: string)
+                      1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 4 
             Map Operator Tree:
                 TableScan
                   alias: a
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                     Left Outer Join0 to 2
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                  2 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col6 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col6 (type: string)
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col10 (type: string), _col11 (type: string)
-        Reducer 3 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Left Outer Join0 to 1
-                condition expressions:
-                  0 {VALUE._col0} {VALUE._col1} {VALUE._col5} {KEY.reducesinkkey0} {VALUE._col9} {VALUE._col10}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col15 (type: string), _col16 (type: string), _col10 (type: string), _col11 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+                  Map Join Operator
+                    condition map:
+                         Inner Join 0 to 1
+                         Left Outer Join0 to 2
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
+                    input vertices:
+                      1 Map 2
+                      2 Map 1
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Map Join Operator
+                      condition map:
+                           Left Outer Join0 to 1
+                      condition expressions:
+                        0 {_col0} {_col1} {_col5} {_col6} {_col10} {_col11}
+                        1 {key} {value}
+                      keys:
+                        0 _col6 (type: string)
+                        1 key (type: string)
+                      outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                      input vertices:
+                        1 Map 3
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      Select Operator
+                        expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col15 (type: string), _col16 (type: string), _col10 (type: string), _col11 (type: string)
+                        outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        File Output Operator
+                          compressed: false
+                          Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                          table:
+                              input format: org.apache.hadoop.mapred.TextInputFormat
+                              output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                              serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -501,100 +627,120 @@ POSTHOOK: query: explain
 select * from a join a b on (a.key=b.key) right outer join a c on (b.value=c.key) right outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-4 is a root stage
+  Stage-3 depends on stages: Stage-4
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-4
     Spark
-      Edges:
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 4 (PARTITION-LEVEL SORT, 1), Map 6 (PARTITION-LEVEL SORT, 1)
-        Reducer 3 <- Map 5 (PARTITION-LEVEL SORT, 1), Reducer 2 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
-        Map 1 
+        Map 2 
             Map Operator Tree:
                 TableScan
-                  alias: d
+                  alias: b
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {key} {value}
+                      1 {value}
+                      2 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+            Local Work:
+              Map Reduce Local Work
         Map 4 
             Map Operator Tree:
                 TableScan
-                  alias: b
+                  alias: a
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 5 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-3
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
             Map Operator Tree:
                 TableScan
-                  alias: c
+                  alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 6 
+                  Map Join Operator
+                    condition map:
+                         Inner Join 0 to 1
+                         Right Outer Join0 to 2
+                    condition expressions:
+                      0 {key} {value}
+                      1 {key} {value}
+                      2 {key} {value}
+                    keys:
+                      0 key (type: string)
+                      1 key (type: string)
+                      2 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
+                    input vertices:
+                      0 Map 4
+                      1 Map 2
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Spark HashTable Sink Operator
+                      condition expressions:
+                        0 {_col0} {_col1} {_col5} {_col10} {_col11}
+                        1 {key} {value}
+                      keys:
+                        0 _col6 (type: string)
+                        1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 3 
             Map Operator Tree:
                 TableScan
-                  alias: a
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                     Right Outer Join0 to 2
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                  2 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col6 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col6 (type: string)
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col10 (type: string), _col11 (type: string)
-        Reducer 3 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Right Outer Join0 to 1
-                condition expressions:
-                  0 {VALUE._col0} {VALUE._col1} {VALUE._col5} {KEY.reducesinkkey0} {VALUE._col9} {VALUE._col10}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col15 (type: string), _col16 (type: string), _col10 (type: string), _col11 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                  alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+                  Map Join Operator
+                    condition map:
+                         Right Outer Join0 to 1
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6} {_col10} {_col11}
+                      1 {key} {value}
+                    keys:
+                      0 _col6 (type: string)
+                      1 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                    input vertices:
+                      0 Map 1
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Select Operator
+                      expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col15 (type: string), _col16 (type: string), _col10 (type: string), _col11 (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      File Output Operator
+                        compressed: false
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        table:
+                            input format: org.apache.hadoop.mapred.TextInputFormat
+                            output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                            serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -719,30 +865,17 @@ explain
 select * from a join a b on (a.key=b.key) left outer join a c on (b.value=c.key) right outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-4 is a root stage
+  Stage-3 depends on stages: Stage-4
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-4
     Spark
-      Edges:
-        Reducer 4 <- Map 3 (PARTITION-LEVEL SORT, 1), Map 7 (PARTITION-LEVEL SORT, 1)
-        Reducer 5 <- Map 6 (PARTITION-LEVEL SORT, 1), Reducer 4 (PARTITION-LEVEL SORT, 1)
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Reducer 5 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
-        Map 1 
-            Map Operator Tree:
-                TableScan
-                  alias: d
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 3 
+        Map 2 
             Map Operator Tree:
                 TableScan
                   alias: b
@@ -750,24 +883,35 @@ STAGE PLANS:
                   Filter Operator
                     predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: key (type: string)
-                      sort order: +
-                      Map-reduce partition columns: key (type: string)
-                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
-        Map 6 
+                    Spark HashTable Sink Operator
+                      condition expressions:
+                        0 {key} {value}
+                        1 {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 3 
             Map Operator Tree:
                 TableScan
                   alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 7 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6}
+                      1 {value}
+                    keys:
+                      0 _col6 (type: string)
+                      1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-3
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 4 
             Map Operator Tree:
                 TableScan
                   alias: a
@@ -775,65 +919,77 @@ STAGE PLANS:
                   Filter Operator
                     predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: key (type: string)
-                      sort order: +
-                      Map-reduce partition columns: key (type: string)
+                    Map Join Operator
+                      condition map:
+                           Inner Join 0 to 1
+                      condition expressions:
+                        0 {key} {value}
+                        1 {key} {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+                      outputColumnNames: _col0, _col1, _col5, _col6
+                      input vertices:
+                        1 Map 2
                       Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Right Outer Join0 to 1
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0} {VALUE._col4} {VALUE._col5} {VALUE._col9} {VALUE._col10}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
-        Reducer 4 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col6 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col6 (type: string)
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string)
-        Reducer 5 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Left Outer Join0 to 1
-                condition expressions:
-                  0 {VALUE._col0} {VALUE._col1} {VALUE._col5} {KEY.reducesinkkey0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col0 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col0 (type: string)
+                      Map Join Operator
+                        condition map:
+                             Left Outer Join0 to 1
+                        condition expressions:
+                          0 {_col0} {_col1} {_col5} {_col6}
+                          1 {key} {value}
+                        keys:
+                          0 _col6 (type: string)
+                          1 key (type: string)
+                        outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
+                        input vertices:
+                          1 Map 3
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        Spark HashTable Sink Operator
+                          condition expressions:
+                            0 {_col1} {_col5} {_col6} {_col10} {_col11}
+                            1 {key} {value}
+                          keys:
+                            0 _col0 (type: string)
+                            1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
+            Map Operator Tree:
+                TableScan
+                  alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string)
+                  Map Join Operator
+                    condition map:
+                         Right Outer Join0 to 1
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6} {_col10} {_col11}
+                      1 {key} {value}
+                    keys:
+                      0 _col0 (type: string)
+                      1 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                    input vertices:
+                      0 Map 4
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Select Operator
+                      expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
+                      outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      File Output Operator
+                        compressed: false
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        table:
+                            input format: org.apache.hadoop.mapred.TextInputFormat
+                            output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                            serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -848,29 +1004,15 @@ POSTHOOK: query: explain
 select * from a join a b on (a.key=b.key) left outer join a c on (b.value=c.key) full outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-3 is a root stage
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-3
     Spark
-      Edges:
-        Reducer 4 <- Map 3 (PARTITION-LEVEL SORT, 1), Map 7 (PARTITION-LEVEL SORT, 1)
-        Reducer 5 <- Map 6 (PARTITION-LEVEL SORT, 1), Reducer 4 (PARTITION-LEVEL SORT, 1)
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Reducer 5 (PARTITION-LEVEL SORT, 1)
-#### A masked pattern was here ####
-      Vertices:
-        Map 1 
-            Map Operator Tree:
-                TableScan
-                  alias: d
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
+#### A masked pattern was here ####
+      Vertices:
         Map 3 
             Map Operator Tree:
                 TableScan
@@ -879,24 +1021,48 @@ STAGE PLANS:
                   Filter Operator
                     predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: key (type: string)
-                      sort order: +
-                      Map-reduce partition columns: key (type: string)
-                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
-        Map 6 
+                    Spark HashTable Sink Operator
+                      condition expressions:
+                        0 {key} {value}
+                        1 {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 4 
             Map Operator Tree:
                 TableScan
                   alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6}
+                      1 {value}
+                    keys:
+                      0 _col6 (type: string)
+                      1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+      Edges:
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 5 (PARTITION-LEVEL SORT, 1)
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
+            Map Operator Tree:
+                TableScan
+                  alias: d
+                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
                   Reduce Output Operator
                     key expressions: key (type: string)
                     sort order: +
                     Map-reduce partition columns: key (type: string)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
                     value expressions: value (type: string)
-        Map 7 
+        Map 5 
             Map Operator Tree:
                 TableScan
                   alias: a
@@ -904,12 +1070,40 @@ STAGE PLANS:
                   Filter Operator
                     predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: key (type: string)
-                      sort order: +
-                      Map-reduce partition columns: key (type: string)
+                    Map Join Operator
+                      condition map:
+                           Inner Join 0 to 1
+                      condition expressions:
+                        0 {key} {value}
+                        1 {key} {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+                      outputColumnNames: _col0, _col1, _col5, _col6
+                      input vertices:
+                        1 Map 3
                       Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
+                      Map Join Operator
+                        condition map:
+                             Left Outer Join0 to 1
+                        condition expressions:
+                          0 {_col0} {_col1} {_col5} {_col6}
+                          1 {key} {value}
+                        keys:
+                          0 _col6 (type: string)
+                          1 key (type: string)
+                        outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
+                        input vertices:
+                          1 Map 4
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        Reduce Output Operator
+                          key expressions: _col0 (type: string)
+                          sort order: +
+                          Map-reduce partition columns: _col0 (type: string)
+                          Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                          value expressions: _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string)
+            Local Work:
+              Map Reduce Local Work
         Reducer 2 
             Reduce Operator Tree:
               Join Operator
@@ -931,38 +1125,6 @@ STAGE PLANS:
                         input format: org.apache.hadoop.mapred.TextInputFormat
                         output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
                         serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
-        Reducer 4 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col6 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col6 (type: string)
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string)
-        Reducer 5 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Left Outer Join0 to 1
-                condition expressions:
-                  0 {VALUE._col0} {VALUE._col1} {VALUE._col5} {KEY.reducesinkkey0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col0 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col0 (type: string)
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string)
 
   Stage: Stage-0
     Fetch Operator
@@ -977,30 +1139,17 @@ POSTHOOK: query: explain
 select * from a join a b on (a.key=b.key) right outer join a c on (b.value=c.key) left outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-4 is a root stage
+  Stage-3 depends on stages: Stage-4
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-4
     Spark
-      Edges:
-        Reducer 4 <- Map 3 (PARTITION-LEVEL SORT, 1), Map 7 (PARTITION-LEVEL SORT, 1)
-        Reducer 5 <- Map 6 (PARTITION-LEVEL SORT, 1), Reducer 4 (PARTITION-LEVEL SORT, 1)
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Reducer 5 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
-        Map 1 
-            Map Operator Tree:
-                TableScan
-                  alias: d
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 3 
+        Map 2 
             Map Operator Tree:
                 TableScan
                   alias: b
@@ -1008,24 +1157,35 @@ STAGE PLANS:
                   Filter Operator
                     predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: key (type: string)
-                      sort order: +
-                      Map-reduce partition columns: key (type: string)
-                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
-        Map 6 
+                    Spark HashTable Sink Operator
+                      condition expressions:
+                        0 {key} {value}
+                        1 {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-3
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
             Map Operator Tree:
                 TableScan
-                  alias: c
+                  alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 7 
+                  Spark HashTable Sink Operator
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6} {_col10} {_col11}
+                      1 {value}
+                    keys:
+                      0 _col0 (type: string)
+                      1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+        Map 4 
             Map Operator Tree:
                 TableScan
                   alias: a
@@ -1033,65 +1193,77 @@ STAGE PLANS:
                   Filter Operator
                     predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: key (type: string)
-                      sort order: +
-                      Map-reduce partition columns: key (type: string)
+                    Map Join Operator
+                      condition map:
+                           Inner Join 0 to 1
+                      condition expressions:
+                        0 {key} {value}
+                        1 {key} {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+                      outputColumnNames: _col0, _col1, _col5, _col6
+                      input vertices:
+                        1 Map 2
                       Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
-        Reducer 2 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Left Outer Join0 to 1
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0} {VALUE._col4} {VALUE._col5} {VALUE._col9} {VALUE._col10}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Select Operator
-                  expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
-                  outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  File Output Operator
-                    compressed: false
-                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    table:
-                        input format: org.apache.hadoop.mapred.TextInputFormat
-                        output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
-                        serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
-        Reducer 4 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col6 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col6 (type: string)
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string)
-        Reducer 5 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Right Outer Join0 to 1
-                condition expressions:
-                  0 {VALUE._col0} {VALUE._col1} {VALUE._col5} {KEY.reducesinkkey0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col0 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col0 (type: string)
+                      Spark HashTable Sink Operator
+                        condition expressions:
+                          0 {_col0} {_col1} {_col5}
+                          1 {key} {value}
+                        keys:
+                          0 _col6 (type: string)
+                          1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 3 
+            Map Operator Tree:
+                TableScan
+                  alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string)
+                  Map Join Operator
+                    condition map:
+                         Right Outer Join0 to 1
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6}
+                      1 {key} {value}
+                    keys:
+                      0 _col6 (type: string)
+                      1 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
+                    input vertices:
+                      0 Map 4
+                    Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                    Map Join Operator
+                      condition map:
+                           Left Outer Join0 to 1
+                      condition expressions:
+                        0 {_col0} {_col1} {_col5} {_col6} {_col10} {_col11}
+                        1 {key} {value}
+                      keys:
+                        0 _col0 (type: string)
+                        1 key (type: string)
+                      outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11, _col15, _col16
+                      input vertices:
+                        1 Map 1
+                      Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                      Select Operator
+                        expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string), _col15 (type: string), _col16 (type: string)
+                        outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
+                        Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                        File Output Operator
+                          compressed: false
+                          Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
+                          table:
+                              input format: org.apache.hadoop.mapred.TextInputFormat
+                              output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
+                              serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
+            Local Work:
+              Map Reduce Local Work
 
   Stage: Stage-0
     Fetch Operator
@@ -1106,47 +1278,79 @@ POSTHOOK: query: explain
 select * from a join a b on (a.key=b.key) right outer join a c on (b.value=c.key) full outer join a d on (a.key=d.key)
 POSTHOOK: type: QUERY
 STAGE DEPENDENCIES:
-  Stage-1 is a root stage
+  Stage-4 is a root stage
+  Stage-3 depends on stages: Stage-4
+  Stage-1 depends on stages: Stage-3
   Stage-0 depends on stages: Stage-1
 
 STAGE PLANS:
-  Stage: Stage-1
+  Stage: Stage-4
     Spark
-      Edges:
-        Reducer 4 <- Map 3 (PARTITION-LEVEL SORT, 1), Map 7 (PARTITION-LEVEL SORT, 1)
-        Reducer 5 <- Map 6 (PARTITION-LEVEL SORT, 1), Reducer 4 (PARTITION-LEVEL SORT, 1)
-        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Reducer 5 (PARTITION-LEVEL SORT, 1)
 #### A masked pattern was here ####
       Vertices:
-        Map 1 
+        Map 3 
             Map Operator Tree:
                 TableScan
-                  alias: d
+                  alias: b
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Reduce Output Operator
-                    key expressions: key (type: string)
-                    sort order: +
-                    Map-reduce partition columns: key (type: string)
+                  Filter Operator
+                    predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    value expressions: value (type: string)
-        Map 3 
+                    Spark HashTable Sink Operator
+                      condition expressions:
+                        0 {key} {value}
+                        1 {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-3
+    Spark
+#### A masked pattern was here ####
+      Vertices:
+        Map 5 
             Map Operator Tree:
                 TableScan
-                  alias: b
+                  alias: a
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
                   Filter Operator
                     predicate: key is not null (type: boolean)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                    Reduce Output Operator
-                      key expressions: key (type: string)
-                      sort order: +
-                      Map-reduce partition columns: key (type: string)
+                    Map Join Operator
+                      condition map:
+                           Inner Join 0 to 1
+                      condition expressions:
+                        0 {key} {value}
+                        1 {key} {value}
+                      keys:
+                        0 key (type: string)
+                        1 key (type: string)
+                      outputColumnNames: _col0, _col1, _col5, _col6
+                      input vertices:
+                        1 Map 3
                       Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
-        Map 6 
+                      Spark HashTable Sink Operator
+                        condition expressions:
+                          0 {_col0} {_col1} {_col5}
+                          1 {key} {value}
+                        keys:
+                          0 _col6 (type: string)
+                          1 key (type: string)
+            Local Work:
+              Map Reduce Local Work
+
+  Stage: Stage-1
+    Spark
+      Edges:
+        Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 1), Map 4 (PARTITION-LEVEL SORT, 1)
+#### A masked pattern was here ####
+      Vertices:
+        Map 1 
             Map Operator Tree:
                 TableScan
-                  alias: c
+                  alias: d
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
                   Reduce Output Operator
                     key expressions: key (type: string)
@@ -1154,20 +1358,32 @@ STAGE PLANS:
                     Map-reduce partition columns: key (type: string)
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
                     value expressions: value (type: string)
-        Map 7 
+        Map 4 
             Map Operator Tree:
                 TableScan
-                  alias: a
+                  alias: c
                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  Filter Operator
-                    predicate: key is not null (type: boolean)
+                  Map Join Operator
+                    condition map:
+                         Right Outer Join0 to 1
+                    condition expressions:
+                      0 {_col0} {_col1} {_col5} {_col6}
+                      1 {key} {value}
+                    keys:
+                      0 _col6 (type: string)
+                      1 key (type: string)
+                    outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
+                    input vertices:
+                      0 Map 5
                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
                     Reduce Output Operator
-                      key expressions: key (type: string)
+                      key expressions: _col0 (type: string)
                       sort order: +
-                      Map-reduce partition columns: key (type: string)
+                      Map-reduce partition columns: _col0 (type: string)
                       Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                      value expressions: value (type: string)
+                      value expressions: _col1 (type: string), _col5 (type: string), _col6 (type: string), _col10 (type: string), _col11 (type: string)
+            Local Work:
+              Map Reduce Local Work
         Reducer 2 
             Reduce Operator Tree:
               Join Operator
@@ -1189,38 +1405,6 @@ STAGE PLANS:
                         input format: org.apache.hadoop.mapred.TextInputFormat
                         output format: org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
                         serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe
-        Reducer 4 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Inner Join 0 to 1
-                condition expressions:
-                  0 {KEY.reducesinkkey0} {VALUE._col0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col6 (type: string)
-                  sort order: +
-                  Map-reduce partition columns: _col6 (type: string)
-                  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                  value expressions: _col0 (type: string), _col1 (type: string), _col5 (type: string)
-        Reducer 5 
-            Reduce Operator Tree:
-              Join Operator
-                condition map:
-                     Right Outer Join0 to 1
-                condition expressions:
-                  0 {VALUE._col0} {VALUE._col1} {VALUE._col5} {KEY.reducesinkkey0}
-                  1 {KEY.reducesinkkey0} {VALUE._col0}
-                outputColumnNames: _col0, _col1, _col5, _col6, _col10, _col11
-                Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: NONE
-                Reduce Output Operator
-                  key expressions: _col0 (type: string)

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