wangyum commented on a change in pull request #29243:
URL: https://github.com/apache/spark/pull/29243#discussion_r475485835



##########
File path: 
sql/core/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/explain.txt
##########
@@ -1,235 +1,247 @@
 == Physical Plan ==
-TakeOrderedAndProject (41)
-+- * HashAggregate (40)
-   +- Exchange (39)
-      +- * HashAggregate (38)
-         +- * HashAggregate (37)
-            +- Exchange (36)
-               +- * HashAggregate (35)
-                  +- * Project (34)
-                     +- * BroadcastHashJoin Inner BuildRight (33)
-                        :- * Project (27)
-                        :  +- * BroadcastHashJoin Inner BuildRight (26)
-                        :     :- * Project (20)
-                        :     :  +- * BroadcastHashJoin Inner BuildRight (19)
-                        :     :     :- * BroadcastHashJoin LeftAnti BuildRight 
(13)
-                        :     :     :  :- * Project (9)
-                        :     :     :  :  +- * BroadcastHashJoin LeftSemi 
BuildRight (8)
+TakeOrderedAndProject (43)
++- * HashAggregate (42)
+   +- Exchange (41)
+      +- * HashAggregate (40)
+         +- * HashAggregate (39)
+            +- Exchange (38)
+               +- * HashAggregate (37)
+                  +- * Project (36)
+                     +- * BroadcastHashJoin Inner BuildRight (35)
+                        :- * Project (29)
+                        :  +- * BroadcastHashJoin Inner BuildRight (28)
+                        :     :- * Project (22)
+                        :     :  +- * BroadcastHashJoin Inner BuildRight (21)
+                        :     :     :- * BroadcastHashJoin LeftAnti BuildRight 
(15)
+                        :     :     :  :- * Project (10)
+                        :     :     :  :  +- * BroadcastHashJoin LeftSemi 
BuildRight (9)
                         :     :     :  :     :- * Filter (3)
                         :     :     :  :     :  +- * ColumnarToRow (2)
                         :     :     :  :     :     +- Scan parquet 
default.catalog_sales (1)
-                        :     :     :  :     +- BroadcastExchange (7)
-                        :     :     :  :        +- * Project (6)
-                        :     :     :  :           +- * ColumnarToRow (5)
-                        :     :     :  :              +- Scan parquet 
default.catalog_sales (4)
-                        :     :     :  +- BroadcastExchange (12)
-                        :     :     :     +- * ColumnarToRow (11)
-                        :     :     :        +- Scan parquet 
default.catalog_returns (10)
-                        :     :     +- BroadcastExchange (18)
-                        :     :        +- * Project (17)
-                        :     :           +- * Filter (16)
-                        :     :              +- * ColumnarToRow (15)
-                        :     :                 +- Scan parquet 
default.date_dim (14)
-                        :     +- BroadcastExchange (25)
-                        :        +- * Project (24)
-                        :           +- * Filter (23)
-                        :              +- * ColumnarToRow (22)
-                        :                 +- Scan parquet 
default.customer_address (21)
-                        +- BroadcastExchange (32)
-                           +- * Project (31)
-                              +- * Filter (30)
-                                 +- * ColumnarToRow (29)
-                                    +- Scan parquet default.call_center (28)
+                        :     :     :  :     +- BroadcastExchange (8)
+                        :     :     :  :        +- * Project (7)
+                        :     :     :  :           +- * Filter (6)
+                        :     :     :  :              +- * ColumnarToRow (5)
+                        :     :     :  :                 +- Scan parquet 
default.catalog_sales (4)
+                        :     :     :  +- BroadcastExchange (14)
+                        :     :     :     +- * Filter (13)
+                        :     :     :        +- * ColumnarToRow (12)
+                        :     :     :           +- Scan parquet 
default.catalog_returns (11)
+                        :     :     +- BroadcastExchange (20)
+                        :     :        +- * Project (19)
+                        :     :           +- * Filter (18)
+                        :     :              +- * ColumnarToRow (17)
+                        :     :                 +- Scan parquet 
default.date_dim (16)
+                        :     +- BroadcastExchange (27)
+                        :        +- * Project (26)
+                        :           +- * Filter (25)
+                        :              +- * ColumnarToRow (24)
+                        :                 +- Scan parquet 
default.customer_address (23)
+                        +- BroadcastExchange (34)
+                           +- * Project (33)
+                              +- * Filter (32)
+                                 +- * ColumnarToRow (31)
+                                    +- Scan parquet default.call_center (30)
 
 
 (1) Scan parquet default.catalog_sales
 Output [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, 
cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7]
 Batched: true
 Location: InMemoryFileIndex 
[file:/Users/yi.wu/IdeaProjects/spark/sql/core/spark-warehouse/org.apache.spark.sql.TPCDSV1_4_PlanStabilitySuite/catalog_sales]
-PushedFilters: [IsNotNull(cs_ship_date_sk), IsNotNull(cs_ship_addr_sk), 
IsNotNull(cs_call_center_sk)]
+PushedFilters: [IsNotNull(cs_ship_date_sk), IsNotNull(cs_ship_addr_sk), 
IsNotNull(cs_call_center_sk), IsNotNull(cs_order_number), 
IsNotNull(cs_warehouse_sk)]

Review comment:
       The inferred `IsNotNull` can filter more data.
   Before this change:
   
![image](https://user-images.githubusercontent.com/5399861/91031650-78a4ac80-e633-11ea-8c6d-c8182dddf988.png)
   
   
   
   After this change:
   
![image](https://user-images.githubusercontent.com/5399861/91031168-ccfb5c80-e632-11ea-8135-8f1e093d5f66.png)
   




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