HeartSaVioR commented on pull request #31355:
URL: https://github.com/apache/spark/pull/31355#issuecomment-806332643
I took the diff on printed plans (expected, actual) in stack trace, and they
seem to be identical.
```
TakeOrderedAndProject
[i_item_id,i_item_desc,s_state,store_sales_quantitycount,store_sales_quantityave,store_sales_quantitystdev,store_sales_quantitycov,as_store_returns_quantitycount,as_store_returns_quantityave,as_store_returns_quantitystdev,store_returns_quantitycov,catalog_sales_quantitycount,catalog_sales_quantityave,catalog_sales_quantitystdev,catalog_sales_quantitycov]
WholeStageCodegen (9)
HashAggregate
[i_item_id,i_item_desc,s_state,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2]
[count(ss_quantity),avg(ss_quantity),stddev_samp(cast(ss_quantity as
double)),count(sr_return_quantity),avg(sr_return_quantity),stddev_samp(cast(sr_return_quantity
as double)),count(cs_quantity),avg(cs_quantity),stddev_samp(cast(cs_quantity
as
double)),store_sales_quantitycount,store_sales_quantityave,store_sales_quantitystdev,store_sales_quantitycov,as_store_returns_quantitycount,as_store_returns_quantityave,as_store_returns_quantitystdev,store_returns_quantitycov,catalog_sales_quantitycount,catalog_sales_quantityave,catalog_sales_quantitystdev,catalog_sales_quantitycov,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2]
InputAdapter
Exchange [i_item_id,i_item_desc,s_state] #1
WholeStageCodegen (8)
HashAggregate
[i_item_id,i_item_desc,s_state,ss_quantity,sr_return_quantity,cs_quantity]
[count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2]
Project
[ss_quantity,sr_return_quantity,cs_quantity,s_state,i_item_id,i_item_desc]
BroadcastHashJoin [ss_item_sk,i_item_sk]
Project
[ss_item_sk,ss_quantity,sr_return_quantity,cs_quantity,s_state]
BroadcastHashJoin [ss_store_sk,s_store_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,sr_return_quantity,cs_quantity]
BroadcastHashJoin [cs_sold_date_sk,d_date_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,sr_return_quantity,cs_quantity,cs_sold_date_sk]
BroadcastHashJoin [sr_returned_date_sk,d_date_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,sr_return_quantity,sr_returned_date_sk,cs_quantity,cs_sold_date_sk]
BroadcastHashJoin [ss_sold_date_sk,d_date_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,ss_sold_date_sk,sr_return_quantity,sr_returned_date_sk,cs_quantity,cs_sold_date_sk]
BroadcastHashJoin
[sr_customer_sk,sr_item_sk,cs_bill_customer_sk,cs_item_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,ss_sold_date_sk,sr_item_sk,sr_customer_sk,sr_return_quantity,sr_returned_date_sk]
BroadcastHashJoin
[ss_customer_sk,ss_item_sk,ss_ticket_number,sr_customer_sk,sr_item_sk,sr_ticket_number]
Filter
[ss_customer_sk,ss_item_sk,ss_ticket_number,ss_store_sk]
ColumnarToRow
InputAdapter
Scan parquet
default.store_sales
[ss_item_sk,ss_customer_sk,ss_store_sk,ss_ticket_number,ss_quantity,ss_sold_date_sk]
SubqueryBroadcast
[d_date_sk] #1
ReusedExchange
[d_date_sk] #2
InputAdapter
BroadcastExchange #3
WholeStageCodegen (1)
Filter
[sr_customer_sk,sr_item_sk,sr_ticket_number]
ColumnarToRow
InputAdapter
Scan parquet
default.store_returns
[sr_item_sk,sr_customer_sk,sr_ticket_number,sr_return_quantity,sr_returned_date_sk]
SubqueryBroadcast
[d_date_sk] #2
ReusedExchange
[d_date_sk] #4
InputAdapter
BroadcastExchange #5
WholeStageCodegen (2)
Filter
[cs_bill_customer_sk,cs_item_sk]
ColumnarToRow
InputAdapter
Scan parquet
default.catalog_sales
[cs_bill_customer_sk,cs_item_sk,cs_quantity,cs_sold_date_sk]
SubqueryBroadcast
[d_date_sk] #3
ReusedExchange
[d_date_sk] #4
InputAdapter
BroadcastExchange #2
WholeStageCodegen (3)
Project [d_date_sk]
Filter [d_quarter_name,d_date_sk]
ColumnarToRow
InputAdapter
Scan parquet
default.date_dim [d_date_sk,d_quarter_name]
InputAdapter
BroadcastExchange #4
WholeStageCodegen (4)
Project [d_date_sk]
Filter [d_quarter_name,d_date_sk]
ColumnarToRow
InputAdapter
Scan parquet default.date_dim
[d_date_sk,d_quarter_name]
InputAdapter
ReusedExchange [d_date_sk] #4
InputAdapter
BroadcastExchange #6
WholeStageCodegen (6)
Filter [s_store_sk]
ColumnarToRow
InputAdapter
Scan parquet default.store
[s_store_sk,s_state]
InputAdapter
BroadcastExchange #7
WholeStageCodegen (7)
Filter [i_item_sk]
ColumnarToRow
InputAdapter
Scan parquet default.item
[i_item_sk,i_item_id,i_item_desc]
```
```
TakeOrderedAndProject
[i_item_id,i_item_desc,s_state,store_sales_quantitycount,store_sales_quantityave,store_sales_quantitystdev,store_sales_quantitycov,as_store_returns_quantitycount,as_store_returns_quantityave,as_store_returns_quantitystdev,store_returns_quantitycov,catalog_sales_quantitycount,catalog_sales_quantityave,catalog_sales_quantitystdev,catalog_sales_quantitycov]
WholeStageCodegen (9)
HashAggregate
[i_item_id,i_item_desc,s_state,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2]
[count(ss_quantity),avg(ss_quantity),stddev_samp(cast(ss_quantity as
double)),count(sr_return_quantity),avg(sr_return_quantity),stddev_samp(cast(sr_return_quantity
as double)),count(cs_quantity),avg(cs_quantity),stddev_samp(cast(cs_quantity
as
double)),store_sales_quantitycount,store_sales_quantityave,store_sales_quantitystdev,store_sales_quantitycov,as_store_returns_quantitycount,as_store_returns_quantityave,as_store_returns_quantitystdev,store_returns_quantitycov,catalog_sales_quantitycount,catalog_sales_quantityave,catalog_sales_quantitystdev,catalog_sales_quantitycov,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2]
InputAdapter
Exchange [i_item_id,i_item_desc,s_state] #1
WholeStageCodegen (8)
HashAggregate
[i_item_id,i_item_desc,s_state,ss_quantity,sr_return_quantity,cs_quantity]
[count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2,count,sum,count,n,avg,m2]
Project
[ss_quantity,sr_return_quantity,cs_quantity,s_state,i_item_id,i_item_desc]
BroadcastHashJoin [ss_item_sk,i_item_sk]
Project
[ss_item_sk,ss_quantity,sr_return_quantity,cs_quantity,s_state]
BroadcastHashJoin [ss_store_sk,s_store_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,sr_return_quantity,cs_quantity]
BroadcastHashJoin [cs_sold_date_sk,d_date_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,sr_return_quantity,cs_quantity,cs_sold_date_sk]
BroadcastHashJoin [sr_returned_date_sk,d_date_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,sr_return_quantity,sr_returned_date_sk,cs_quantity,cs_sold_date_sk]
BroadcastHashJoin [ss_sold_date_sk,d_date_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,ss_sold_date_sk,sr_return_quantity,sr_returned_date_sk,cs_quantity,cs_sold_date_sk]
BroadcastHashJoin
[sr_customer_sk,sr_item_sk,cs_bill_customer_sk,cs_item_sk]
Project
[ss_item_sk,ss_store_sk,ss_quantity,ss_sold_date_sk,sr_item_sk,sr_customer_sk,sr_return_quantity,sr_returned_date_sk]
BroadcastHashJoin
[ss_customer_sk,ss_item_sk,ss_ticket_number,sr_customer_sk,sr_item_sk,sr_ticket_number]
Filter
[ss_customer_sk,ss_item_sk,ss_ticket_number,ss_store_sk]
ColumnarToRow
InputAdapter
Scan parquet
default.store_sales
[ss_item_sk,ss_customer_sk,ss_store_sk,ss_ticket_number,ss_quantity,ss_sold_date_sk]
SubqueryBroadcast
[d_date_sk] #1
ReusedExchange
[d_date_sk] #2
InputAdapter
BroadcastExchange #3
WholeStageCodegen (1)
Filter
[sr_customer_sk,sr_item_sk,sr_ticket_number]
ColumnarToRow
InputAdapter
Scan parquet
default.store_returns
[sr_item_sk,sr_customer_sk,sr_ticket_number,sr_return_quantity,sr_returned_date_sk]
SubqueryBroadcast
[d_date_sk] #2
ReusedExchange
[d_date_sk] #4
InputAdapter
BroadcastExchange #5
WholeStageCodegen (2)
Filter
[cs_bill_customer_sk,cs_item_sk]
ColumnarToRow
InputAdapter
Scan parquet
default.catalog_sales
[cs_bill_customer_sk,cs_item_sk,cs_quantity,cs_sold_date_sk]
SubqueryBroadcast
[d_date_sk] #3
ReusedExchange
[d_date_sk] #4
InputAdapter
BroadcastExchange #2
WholeStageCodegen (3)
Project [d_date_sk]
Filter [d_quarter_name,d_date_sk]
ColumnarToRow
InputAdapter
Scan parquet
default.date_dim [d_date_sk,d_quarter_name]
InputAdapter
BroadcastExchange #4
WholeStageCodegen (4)
Project [d_date_sk]
Filter [d_quarter_name,d_date_sk]
ColumnarToRow
InputAdapter
Scan parquet default.date_dim
[d_date_sk,d_quarter_name]
InputAdapter
ReusedExchange [d_date_sk] #4
InputAdapter
BroadcastExchange #6
WholeStageCodegen (6)
Filter [s_store_sk]
ColumnarToRow
InputAdapter
Scan parquet default.store
[s_store_sk,s_state]
InputAdapter
BroadcastExchange #7
WholeStageCodegen (7)
Filter [i_item_sk]
ColumnarToRow
InputAdapter
Scan parquet default.item
[i_item_sk,i_item_id,i_item_desc]
```
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