== Physical Plan ==
TakeOrderedAndProject (32)
+- * HashAggregate (31)
   +- Exchange (30)
      +- * HashAggregate (29)
         +- * Project (28)
            +- * BroadcastHashJoin Inner BuildRight (27)
               :- * Project (22)
               :  +- * BroadcastHashJoin Inner BuildRight (21)
               :     :- * Project (16)
               :     :  +- * BroadcastHashJoin Inner BuildRight (15)
               :     :     :- * Project (10)
               :     :     :  +- * BroadcastHashJoin Inner BuildRight (9)
               :     :     :     :- * Filter (3)
               :     :     :     :  +- * ColumnarToRow (2)
               :     :     :     :     +- Scan parquet spark_catalog.default.web_sales (1)
               :     :     :     +- BroadcastExchange (8)
               :     :     :        +- * Project (7)
               :     :     :           +- * Filter (6)
               :     :     :              +- * ColumnarToRow (5)
               :     :     :                 +- Scan parquet spark_catalog.default.date_dim (4)
               :     :     +- BroadcastExchange (14)
               :     :        +- * Filter (13)
               :     :           +- * ColumnarToRow (12)
               :     :              +- Scan parquet spark_catalog.default.web_site (11)
               :     +- BroadcastExchange (20)
               :        +- * Filter (19)
               :           +- * ColumnarToRow (18)
               :              +- Scan parquet spark_catalog.default.ship_mode (17)
               +- BroadcastExchange (26)
                  +- * Filter (25)
                     +- * ColumnarToRow (24)
                        +- Scan parquet spark_catalog.default.warehouse (23)


(1) Scan parquet spark_catalog.default.web_sales
Output [5]: [ws_ship_date_sk#1, ws_web_site_sk#2, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_sales]
PushedFilters: [IsNotNull(ws_warehouse_sk), IsNotNull(ws_ship_mode_sk), IsNotNull(ws_web_site_sk), IsNotNull(ws_ship_date_sk)]
ReadSchema: struct<ws_ship_date_sk:int,ws_web_site_sk:int,ws_ship_mode_sk:int,ws_warehouse_sk:int>

(2) ColumnarToRow [codegen id : 5]
Input [5]: [ws_ship_date_sk#1, ws_web_site_sk#2, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5]

(3) Filter [codegen id : 5]
Input [5]: [ws_ship_date_sk#1, ws_web_site_sk#2, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5]
Condition : (((isnotnull(ws_warehouse_sk#4) AND isnotnull(ws_ship_mode_sk#3)) AND isnotnull(ws_web_site_sk#2)) AND isnotnull(ws_ship_date_sk#1))

(4) Scan parquet spark_catalog.default.date_dim
Output [2]: [d_date_sk#6, d_month_seq#7]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_month_seq), GreaterThanOrEqual(d_month_seq,1200), LessThanOrEqual(d_month_seq,1211), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_month_seq:int>

(5) ColumnarToRow [codegen id : 1]
Input [2]: [d_date_sk#6, d_month_seq#7]

(6) Filter [codegen id : 1]
Input [2]: [d_date_sk#6, d_month_seq#7]
Condition : (((isnotnull(d_month_seq#7) AND (d_month_seq#7 >= 1200)) AND (d_month_seq#7 <= 1211)) AND isnotnull(d_date_sk#6))

(7) Project [codegen id : 1]
Output [1]: [d_date_sk#6]
Input [2]: [d_date_sk#6, d_month_seq#7]

(8) BroadcastExchange
Input [1]: [d_date_sk#6]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=1]

(9) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ws_ship_date_sk#1]
Right keys [1]: [d_date_sk#6]
Join type: Inner
Join condition: None

(10) Project [codegen id : 5]
Output [5]: [ws_ship_date_sk#1, ws_web_site_sk#2, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5]
Input [6]: [ws_ship_date_sk#1, ws_web_site_sk#2, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5, d_date_sk#6]

(11) Scan parquet spark_catalog.default.web_site
Output [2]: [web_site_sk#8, web_name#9]
Batched: true
Location [not included in comparison]/{warehouse_dir}/web_site]
PushedFilters: [IsNotNull(web_site_sk)]
ReadSchema: struct<web_site_sk:int,web_name:string>

(12) ColumnarToRow [codegen id : 2]
Input [2]: [web_site_sk#8, web_name#9]

(13) Filter [codegen id : 2]
Input [2]: [web_site_sk#8, web_name#9]
Condition : isnotnull(web_site_sk#8)

(14) BroadcastExchange
Input [2]: [web_site_sk#8, web_name#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=2]

(15) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ws_web_site_sk#2]
Right keys [1]: [web_site_sk#8]
Join type: Inner
Join condition: None

(16) Project [codegen id : 5]
Output [5]: [ws_ship_date_sk#1, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5, web_name#9]
Input [7]: [ws_ship_date_sk#1, ws_web_site_sk#2, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5, web_site_sk#8, web_name#9]

(17) Scan parquet spark_catalog.default.ship_mode
Output [2]: [sm_ship_mode_sk#10, sm_type#11]
Batched: true
Location [not included in comparison]/{warehouse_dir}/ship_mode]
PushedFilters: [IsNotNull(sm_ship_mode_sk)]
ReadSchema: struct<sm_ship_mode_sk:int,sm_type:string>

(18) ColumnarToRow [codegen id : 3]
Input [2]: [sm_ship_mode_sk#10, sm_type#11]

(19) Filter [codegen id : 3]
Input [2]: [sm_ship_mode_sk#10, sm_type#11]
Condition : isnotnull(sm_ship_mode_sk#10)

(20) BroadcastExchange
Input [2]: [sm_ship_mode_sk#10, sm_type#11]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=3]

(21) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ws_ship_mode_sk#3]
Right keys [1]: [sm_ship_mode_sk#10]
Join type: Inner
Join condition: None

(22) Project [codegen id : 5]
Output [5]: [ws_ship_date_sk#1, ws_warehouse_sk#4, ws_sold_date_sk#5, web_name#9, sm_type#11]
Input [7]: [ws_ship_date_sk#1, ws_ship_mode_sk#3, ws_warehouse_sk#4, ws_sold_date_sk#5, web_name#9, sm_ship_mode_sk#10, sm_type#11]

(23) Scan parquet spark_catalog.default.warehouse
Output [2]: [w_warehouse_sk#12, w_warehouse_name#13]
Batched: true
Location [not included in comparison]/{warehouse_dir}/warehouse]
PushedFilters: [IsNotNull(w_warehouse_sk)]
ReadSchema: struct<w_warehouse_sk:int,w_warehouse_name:string>

(24) ColumnarToRow [codegen id : 4]
Input [2]: [w_warehouse_sk#12, w_warehouse_name#13]

(25) Filter [codegen id : 4]
Input [2]: [w_warehouse_sk#12, w_warehouse_name#13]
Condition : isnotnull(w_warehouse_sk#12)

(26) BroadcastExchange
Input [2]: [w_warehouse_sk#12, w_warehouse_name#13]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=4]

(27) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ws_warehouse_sk#4]
Right keys [1]: [w_warehouse_sk#12]
Join type: Inner
Join condition: None

(28) Project [codegen id : 5]
Output [5]: [ws_ship_date_sk#1, ws_sold_date_sk#5, sm_type#11, web_name#9, substr(w_warehouse_name#13, 1, 20) AS _groupingexpression#14]
Input [7]: [ws_ship_date_sk#1, ws_warehouse_sk#4, ws_sold_date_sk#5, web_name#9, sm_type#11, w_warehouse_sk#12, w_warehouse_name#13]

(29) HashAggregate [codegen id : 5]
Input [5]: [ws_ship_date_sk#1, ws_sold_date_sk#5, sm_type#11, web_name#9, _groupingexpression#14]
Keys [3]: [_groupingexpression#14, sm_type#11, web_name#9]
Functions [5]: [partial_sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 30) THEN 1 ELSE 0 END), partial_sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 30) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 60)) THEN 1 ELSE 0 END), partial_sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 60) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 90)) THEN 1 ELSE 0 END), partial_sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 90) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 120)) THEN 1 ELSE 0 END), partial_sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 120) THEN 1 ELSE 0 END)]
Aggregate Attributes [5]: [sum#15, sum#16, sum#17, sum#18, sum#19]
Results [8]: [_groupingexpression#14, sm_type#11, web_name#9, sum#20, sum#21, sum#22, sum#23, sum#24]

(30) Exchange
Input [8]: [_groupingexpression#14, sm_type#11, web_name#9, sum#20, sum#21, sum#22, sum#23, sum#24]
Arguments: hashpartitioning(_groupingexpression#14, sm_type#11, web_name#9, 5), ENSURE_REQUIREMENTS, [plan_id=5]

(31) HashAggregate [codegen id : 6]
Input [8]: [_groupingexpression#14, sm_type#11, web_name#9, sum#20, sum#21, sum#22, sum#23, sum#24]
Keys [3]: [_groupingexpression#14, sm_type#11, web_name#9]
Functions [5]: [sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 30) THEN 1 ELSE 0 END), sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 30) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 60)) THEN 1 ELSE 0 END), sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 60) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 90)) THEN 1 ELSE 0 END), sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 90) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 120)) THEN 1 ELSE 0 END), sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 120) THEN 1 ELSE 0 END)]
Aggregate Attributes [5]: [sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 30) THEN 1 ELSE 0 END)#25, sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 30) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 60)) THEN 1 ELSE 0 END)#26, sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 60) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 90)) THEN 1 ELSE 0 END)#27, sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 90) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 120)) THEN 1 ELSE 0 END)#28, sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 120) THEN 1 ELSE 0 END)#29]
Results [8]: [_groupingexpression#14 AS substr(w_warehouse_name, 1, 20)#30, sm_type#11, web_name#9, sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 30) THEN 1 ELSE 0 END)#25 AS 30 days #31, sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 30) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 60)) THEN 1 ELSE 0 END)#26 AS 31 - 60 days #32, sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 60) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 90)) THEN 1 ELSE 0 END)#27 AS 61 - 90 days #33, sum(CASE WHEN (((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 90) AND ((ws_ship_date_sk#1 - ws_sold_date_sk#5) <= 120)) THEN 1 ELSE 0 END)#28 AS 91 - 120 days #34, sum(CASE WHEN ((ws_ship_date_sk#1 - ws_sold_date_sk#5) > 120) THEN 1 ELSE 0 END)#29 AS >120 days #35]

(32) TakeOrderedAndProject
Input [8]: [substr(w_warehouse_name, 1, 20)#30, sm_type#11, web_name#9, 30 days #31, 31 - 60 days #32, 61 - 90 days #33, 91 - 120 days #34, >120 days #35]
Arguments: 100, [substr(w_warehouse_name, 1, 20)#30 ASC NULLS FIRST, sm_type#11 ASC NULLS FIRST, web_name#9 ASC NULLS FIRST], [substr(w_warehouse_name, 1, 20)#30, sm_type#11, web_name#9, 30 days #31, 31 - 60 days #32, 61 - 90 days #33, 91 - 120 days #34, >120 days #35]

