== Physical Plan ==
* Sort (55)
+- Exchange (54)
   +- * SortMergeJoin Inner (53)
      :- * Sort (29)
      :  +- Exchange (28)
      :     +- * Project (27)
      :        +- * Filter (26)
      :           +- * HashAggregate (25)
      :              +- Exchange (24)
      :                 +- * HashAggregate (23)
      :                    +- * Project (22)
      :                       +- * BroadcastHashJoin Inner BuildRight (21)
      :                          :- * Project (16)
      :                          :  +- * BroadcastHashJoin Inner BuildRight (15)
      :                          :     :- * Project (10)
      :                          :     :  +- * BroadcastHashJoin Inner BuildRight (9)
      :                          :     :     :- * Filter (3)
      :                          :     :     :  +- * ColumnarToRow (2)
      :                          :     :     :     +- Scan parquet default.inventory (1)
      :                          :     :     +- BroadcastExchange (8)
      :                          :     :        +- * Project (7)
      :                          :     :           +- * Filter (6)
      :                          :     :              +- * ColumnarToRow (5)
      :                          :     :                 +- Scan parquet default.date_dim (4)
      :                          :     +- BroadcastExchange (14)
      :                          :        +- * Filter (13)
      :                          :           +- * ColumnarToRow (12)
      :                          :              +- Scan parquet default.item (11)
      :                          +- BroadcastExchange (20)
      :                             +- * Filter (19)
      :                                +- * ColumnarToRow (18)
      :                                   +- Scan parquet default.warehouse (17)
      +- * Sort (52)
         +- Exchange (51)
            +- * Project (50)
               +- * Filter (49)
                  +- * HashAggregate (48)
                     +- Exchange (47)
                        +- * HashAggregate (46)
                           +- * Project (45)
                              +- * BroadcastHashJoin Inner BuildRight (44)
                                 :- * Project (42)
                                 :  +- * BroadcastHashJoin Inner BuildRight (41)
                                 :     :- * Project (39)
                                 :     :  +- * BroadcastHashJoin Inner BuildRight (38)
                                 :     :     :- * Filter (32)
                                 :     :     :  +- * ColumnarToRow (31)
                                 :     :     :     +- Scan parquet default.inventory (30)
                                 :     :     +- BroadcastExchange (37)
                                 :     :        +- * Project (36)
                                 :     :           +- * Filter (35)
                                 :     :              +- * ColumnarToRow (34)
                                 :     :                 +- Scan parquet default.date_dim (33)
                                 :     +- ReusedExchange (40)
                                 +- ReusedExchange (43)


(1) Scan parquet default.inventory
Output [4]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/inventory]
PushedFilters: [IsNotNull(inv_item_sk), IsNotNull(inv_warehouse_sk), IsNotNull(inv_date_sk)]
ReadSchema: struct<inv_date_sk:int,inv_item_sk:int,inv_warehouse_sk:int,inv_quantity_on_hand:int>

(2) ColumnarToRow [codegen id : 4]
Input [4]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4]

(3) Filter [codegen id : 4]
Input [4]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4]
Condition : ((isnotnull(inv_item_sk#2) AND isnotnull(inv_warehouse_sk#3)) AND isnotnull(inv_date_sk#1))

(4) Scan parquet default.date_dim
Output [3]: [d_date_sk#5, d_year#6, d_moy#7]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2001), EqualTo(d_moy,1), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>

(5) ColumnarToRow [codegen id : 1]
Input [3]: [d_date_sk#5, d_year#6, d_moy#7]

(6) Filter [codegen id : 1]
Input [3]: [d_date_sk#5, d_year#6, d_moy#7]
Condition : ((((isnotnull(d_year#6) AND isnotnull(d_moy#7)) AND (d_year#6 = 2001)) AND (d_moy#7 = 1)) AND isnotnull(d_date_sk#5))

(7) Project [codegen id : 1]
Output [2]: [d_date_sk#5, d_moy#7]
Input [3]: [d_date_sk#5, d_year#6, d_moy#7]

(8) BroadcastExchange
Input [2]: [d_date_sk#5, d_moy#7]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#8]

(9) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [inv_date_sk#1]
Right keys [1]: [d_date_sk#5]
Join condition: None

(10) Project [codegen id : 4]
Output [4]: [inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#7]
Input [6]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4, d_date_sk#5, d_moy#7]

(11) Scan parquet default.item
Output [1]: [i_item_sk#9]
Batched: true
Location [not included in comparison]/{warehouse_dir}/item]
PushedFilters: [IsNotNull(i_item_sk)]
ReadSchema: struct<i_item_sk:int>

(12) ColumnarToRow [codegen id : 2]
Input [1]: [i_item_sk#9]

(13) Filter [codegen id : 2]
Input [1]: [i_item_sk#9]
Condition : isnotnull(i_item_sk#9)

(14) BroadcastExchange
Input [1]: [i_item_sk#9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#10]

(15) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [inv_item_sk#2]
Right keys [1]: [i_item_sk#9]
Join condition: None

(16) Project [codegen id : 4]
Output [4]: [inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#7, i_item_sk#9]
Input [5]: [inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#7, i_item_sk#9]

(17) Scan parquet default.warehouse
Output [2]: [w_warehouse_sk#11, w_warehouse_name#12]
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>

(18) ColumnarToRow [codegen id : 3]
Input [2]: [w_warehouse_sk#11, w_warehouse_name#12]

(19) Filter [codegen id : 3]
Input [2]: [w_warehouse_sk#11, w_warehouse_name#12]
Condition : isnotnull(w_warehouse_sk#11)

(20) BroadcastExchange
Input [2]: [w_warehouse_sk#11, w_warehouse_name#12]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [id=#13]

(21) BroadcastHashJoin [codegen id : 4]
Left keys [1]: [inv_warehouse_sk#3]
Right keys [1]: [w_warehouse_sk#11]
Join condition: None

(22) Project [codegen id : 4]
Output [5]: [inv_quantity_on_hand#4, i_item_sk#9, w_warehouse_sk#11, w_warehouse_name#12, d_moy#7]
Input [6]: [inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#7, i_item_sk#9, w_warehouse_sk#11, w_warehouse_name#12]

(23) HashAggregate [codegen id : 4]
Input [5]: [inv_quantity_on_hand#4, i_item_sk#9, w_warehouse_sk#11, w_warehouse_name#12, d_moy#7]
Keys [4]: [w_warehouse_name#12, w_warehouse_sk#11, i_item_sk#9, d_moy#7]
Functions [2]: [partial_stddev_samp(cast(inv_quantity_on_hand#4 as double)), partial_avg(cast(inv_quantity_on_hand#4 as bigint))]
Aggregate Attributes [5]: [n#14, avg#15, m2#16, sum#17, count#18]
Results [9]: [w_warehouse_name#12, w_warehouse_sk#11, i_item_sk#9, d_moy#7, n#19, avg#20, m2#21, sum#22, count#23]

(24) Exchange
Input [9]: [w_warehouse_name#12, w_warehouse_sk#11, i_item_sk#9, d_moy#7, n#19, avg#20, m2#21, sum#22, count#23]
Arguments: hashpartitioning(w_warehouse_name#12, w_warehouse_sk#11, i_item_sk#9, d_moy#7, 5), true, [id=#24]

(25) HashAggregate [codegen id : 5]
Input [9]: [w_warehouse_name#12, w_warehouse_sk#11, i_item_sk#9, d_moy#7, n#19, avg#20, m2#21, sum#22, count#23]
Keys [4]: [w_warehouse_name#12, w_warehouse_sk#11, i_item_sk#9, d_moy#7]
Functions [2]: [stddev_samp(cast(inv_quantity_on_hand#4 as double)), avg(cast(inv_quantity_on_hand#4 as bigint))]
Aggregate Attributes [2]: [stddev_samp(cast(inv_quantity_on_hand#4 as double))#25, avg(cast(inv_quantity_on_hand#4 as bigint))#26]
Results [5]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, stddev_samp(cast(inv_quantity_on_hand#4 as double))#25 AS stdev#27, avg(cast(inv_quantity_on_hand#4 as bigint))#26 AS mean#28]

(26) Filter [codegen id : 5]
Input [5]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, stdev#27, mean#28]
Condition : ((CASE WHEN (mean#28 = 0.0) THEN 0.0 ELSE (stdev#27 / mean#28) END > 1.0) AND (CASE WHEN (mean#28 = 0.0) THEN null ELSE (stdev#27 / mean#28) END > 1.5))

(27) Project [codegen id : 5]
Output [5]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, mean#28, CASE WHEN (mean#28 = 0.0) THEN null ELSE (stdev#27 / mean#28) END AS cov#29]
Input [5]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, stdev#27, mean#28]

(28) Exchange
Input [5]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, mean#28, cov#29]
Arguments: hashpartitioning(i_item_sk#9, w_warehouse_sk#11, 5), true, [id=#30]

(29) Sort [codegen id : 6]
Input [5]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, mean#28, cov#29]
Arguments: [i_item_sk#9 ASC NULLS FIRST, w_warehouse_sk#11 ASC NULLS FIRST], false, 0

(30) Scan parquet default.inventory
Output [4]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4]
Batched: true
Location [not included in comparison]/{warehouse_dir}/inventory]
PushedFilters: [IsNotNull(inv_item_sk), IsNotNull(inv_warehouse_sk), IsNotNull(inv_date_sk)]
ReadSchema: struct<inv_date_sk:int,inv_item_sk:int,inv_warehouse_sk:int,inv_quantity_on_hand:int>

(31) ColumnarToRow [codegen id : 10]
Input [4]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4]

(32) Filter [codegen id : 10]
Input [4]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4]
Condition : ((isnotnull(inv_item_sk#2) AND isnotnull(inv_warehouse_sk#3)) AND isnotnull(inv_date_sk#1))

(33) Scan parquet default.date_dim
Output [3]: [d_date_sk#31, d_year#32, d_moy#33]
Batched: true
Location [not included in comparison]/{warehouse_dir}/date_dim]
PushedFilters: [IsNotNull(d_year), IsNotNull(d_moy), EqualTo(d_year,2001), EqualTo(d_moy,2), IsNotNull(d_date_sk)]
ReadSchema: struct<d_date_sk:int,d_year:int,d_moy:int>

(34) ColumnarToRow [codegen id : 7]
Input [3]: [d_date_sk#31, d_year#32, d_moy#33]

(35) Filter [codegen id : 7]
Input [3]: [d_date_sk#31, d_year#32, d_moy#33]
Condition : ((((isnotnull(d_year#32) AND isnotnull(d_moy#33)) AND (d_year#32 = 2001)) AND (d_moy#33 = 2)) AND isnotnull(d_date_sk#31))

(36) Project [codegen id : 7]
Output [2]: [d_date_sk#31, d_moy#33]
Input [3]: [d_date_sk#31, d_year#32, d_moy#33]

(37) BroadcastExchange
Input [2]: [d_date_sk#31, d_moy#33]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [id=#34]

(38) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [inv_date_sk#1]
Right keys [1]: [d_date_sk#31]
Join condition: None

(39) Project [codegen id : 10]
Output [4]: [inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#33]
Input [6]: [inv_date_sk#1, inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4, d_date_sk#31, d_moy#33]

(40) ReusedExchange [Reuses operator id: 14]
Output [1]: [i_item_sk#35]

(41) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [inv_item_sk#2]
Right keys [1]: [i_item_sk#35]
Join condition: None

(42) Project [codegen id : 10]
Output [4]: [inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#33, i_item_sk#35]
Input [5]: [inv_item_sk#2, inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#33, i_item_sk#35]

(43) ReusedExchange [Reuses operator id: 20]
Output [2]: [w_warehouse_sk#36, w_warehouse_name#37]

(44) BroadcastHashJoin [codegen id : 10]
Left keys [1]: [inv_warehouse_sk#3]
Right keys [1]: [w_warehouse_sk#36]
Join condition: None

(45) Project [codegen id : 10]
Output [5]: [inv_quantity_on_hand#4, i_item_sk#35, w_warehouse_sk#36, w_warehouse_name#37, d_moy#33]
Input [6]: [inv_warehouse_sk#3, inv_quantity_on_hand#4, d_moy#33, i_item_sk#35, w_warehouse_sk#36, w_warehouse_name#37]

(46) HashAggregate [codegen id : 10]
Input [5]: [inv_quantity_on_hand#4, i_item_sk#35, w_warehouse_sk#36, w_warehouse_name#37, d_moy#33]
Keys [4]: [w_warehouse_name#37, w_warehouse_sk#36, i_item_sk#35, d_moy#33]
Functions [2]: [partial_stddev_samp(cast(inv_quantity_on_hand#4 as double)), partial_avg(cast(inv_quantity_on_hand#4 as bigint))]
Aggregate Attributes [5]: [n#38, avg#39, m2#40, sum#41, count#42]
Results [9]: [w_warehouse_name#37, w_warehouse_sk#36, i_item_sk#35, d_moy#33, n#43, avg#44, m2#45, sum#46, count#47]

(47) Exchange
Input [9]: [w_warehouse_name#37, w_warehouse_sk#36, i_item_sk#35, d_moy#33, n#43, avg#44, m2#45, sum#46, count#47]
Arguments: hashpartitioning(w_warehouse_name#37, w_warehouse_sk#36, i_item_sk#35, d_moy#33, 5), true, [id=#48]

(48) HashAggregate [codegen id : 11]
Input [9]: [w_warehouse_name#37, w_warehouse_sk#36, i_item_sk#35, d_moy#33, n#43, avg#44, m2#45, sum#46, count#47]
Keys [4]: [w_warehouse_name#37, w_warehouse_sk#36, i_item_sk#35, d_moy#33]
Functions [2]: [stddev_samp(cast(inv_quantity_on_hand#4 as double)), avg(cast(inv_quantity_on_hand#4 as bigint))]
Aggregate Attributes [2]: [stddev_samp(cast(inv_quantity_on_hand#4 as double))#49, avg(cast(inv_quantity_on_hand#4 as bigint))#50]
Results [5]: [w_warehouse_sk#36, i_item_sk#35, d_moy#33, stddev_samp(cast(inv_quantity_on_hand#4 as double))#49 AS stdev#51, avg(cast(inv_quantity_on_hand#4 as bigint))#50 AS mean#52]

(49) Filter [codegen id : 11]
Input [5]: [w_warehouse_sk#36, i_item_sk#35, d_moy#33, stdev#51, mean#52]
Condition : (CASE WHEN (mean#52 = 0.0) THEN 0.0 ELSE (stdev#51 / mean#52) END > 1.0)

(50) Project [codegen id : 11]
Output [5]: [w_warehouse_sk#36, i_item_sk#35, d_moy#33, mean#52, CASE WHEN (mean#52 = 0.0) THEN null ELSE (stdev#51 / mean#52) END AS cov#53]
Input [5]: [w_warehouse_sk#36, i_item_sk#35, d_moy#33, stdev#51, mean#52]

(51) Exchange
Input [5]: [w_warehouse_sk#36, i_item_sk#35, d_moy#33, mean#52, cov#53]
Arguments: hashpartitioning(i_item_sk#35, w_warehouse_sk#36, 5), true, [id=#54]

(52) Sort [codegen id : 12]
Input [5]: [w_warehouse_sk#36, i_item_sk#35, d_moy#33, mean#52, cov#53]
Arguments: [i_item_sk#35 ASC NULLS FIRST, w_warehouse_sk#36 ASC NULLS FIRST], false, 0

(53) SortMergeJoin [codegen id : 13]
Left keys [2]: [i_item_sk#9, w_warehouse_sk#11]
Right keys [2]: [i_item_sk#35, w_warehouse_sk#36]
Join condition: None

(54) Exchange
Input [10]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, mean#28, cov#29, w_warehouse_sk#36, i_item_sk#35, d_moy#33, mean#52, cov#53]
Arguments: rangepartitioning(w_warehouse_sk#11 ASC NULLS FIRST, i_item_sk#9 ASC NULLS FIRST, d_moy#7 ASC NULLS FIRST, mean#28 ASC NULLS FIRST, cov#29 ASC NULLS FIRST, d_moy#33 ASC NULLS FIRST, mean#52 ASC NULLS FIRST, cov#53 ASC NULLS FIRST, 5), true, [id=#55]

(55) Sort [codegen id : 14]
Input [10]: [w_warehouse_sk#11, i_item_sk#9, d_moy#7, mean#28, cov#29, w_warehouse_sk#36, i_item_sk#35, d_moy#33, mean#52, cov#53]
Arguments: [w_warehouse_sk#11 ASC NULLS FIRST, i_item_sk#9 ASC NULLS FIRST, d_moy#7 ASC NULLS FIRST, mean#28 ASC NULLS FIRST, cov#29 ASC NULLS FIRST, d_moy#33 ASC NULLS FIRST, mean#52 ASC NULLS FIRST, cov#53 ASC NULLS FIRST], true, 0

