hive-issues mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Mostafa Mokhtar (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (HIVE-10609) Vectorization : Q64 fails with ClassCastException
Date Sat, 09 May 2015 00:52:59 GMT

    [ https://issues.apache.org/jira/browse/HIVE-10609?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14536048#comment-14536048 ] 

Mostafa Mokhtar commented on HIVE-10609:
----------------------------------------

Will verify against latest. 
Did anything in the code path change in recent patches ? 

Thanks 
Mostafa



> Vectorization : Q64 fails with ClassCastException
> -------------------------------------------------
>
>                 Key: HIVE-10609
>                 URL: https://issues.apache.org/jira/browse/HIVE-10609
>             Project: Hive
>          Issue Type: Bug
>          Components: Vectorization
>    Affects Versions: 1.2.0
>            Reporter: Mostafa Mokhtar
>            Assignee: Matt McCline
>
> TPC-DS Q64 fails with ClassCastException.
> Query
> {code}
> select cs1.product_name ,cs1.store_name ,cs1.store_zip ,cs1.b_street_number ,cs1.b_streen_name ,cs1.b_city
>      ,cs1.b_zip ,cs1.c_street_number ,cs1.c_street_name ,cs1.c_city ,cs1.c_zip ,cs1.syear ,cs1.cnt
>      ,cs1.s1 ,cs1.s2 ,cs1.s3
>      ,cs2.s1 ,cs2.s2 ,cs2.s3 ,cs2.syear ,cs2.cnt
> from
> (select i_product_name as product_name ,i_item_sk as item_sk ,s_store_name as store_name
>      ,s_zip as store_zip ,ad1.ca_street_number as b_street_number ,ad1.ca_street_name as b_streen_name
>      ,ad1.ca_city as b_city ,ad1.ca_zip as b_zip ,ad2.ca_street_number as c_street_number
>      ,ad2.ca_street_name as c_street_name ,ad2.ca_city as c_city ,ad2.ca_zip as c_zip
>      ,d1.d_year as syear ,d2.d_year as fsyear ,d3.d_year as s2year ,count(*) as cnt
>      ,sum(ss_wholesale_cost) as s1 ,sum(ss_list_price) as s2 ,sum(ss_coupon_amt) as s3
>   FROM   store_sales
>         JOIN store_returns ON store_sales.ss_item_sk = store_returns.sr_item_sk and store_sales.ss_ticket_number = store_returns.sr_ticket_number
>         JOIN customer ON store_sales.ss_customer_sk = customer.c_customer_sk
>         JOIN date_dim d1 ON store_sales.ss_sold_date_sk = d1.d_date_sk
>         JOIN date_dim d2 ON customer.c_first_sales_date_sk = d2.d_date_sk 
>         JOIN date_dim d3 ON customer.c_first_shipto_date_sk = d3.d_date_sk
>         JOIN store ON store_sales.ss_store_sk = store.s_store_sk
>         JOIN customer_demographics cd1 ON store_sales.ss_cdemo_sk= cd1.cd_demo_sk
>         JOIN customer_demographics cd2 ON customer.c_current_cdemo_sk = cd2.cd_demo_sk
>         JOIN promotion ON store_sales.ss_promo_sk = promotion.p_promo_sk
>         JOIN household_demographics hd1 ON store_sales.ss_hdemo_sk = hd1.hd_demo_sk
>         JOIN household_demographics hd2 ON customer.c_current_hdemo_sk = hd2.hd_demo_sk
>         JOIN customer_address ad1 ON store_sales.ss_addr_sk = ad1.ca_address_sk
>         JOIN customer_address ad2 ON customer.c_current_addr_sk = ad2.ca_address_sk
>         JOIN income_band ib1 ON hd1.hd_income_band_sk = ib1.ib_income_band_sk
>         JOIN income_band ib2 ON hd2.hd_income_band_sk = ib2.ib_income_band_sk
>         JOIN item ON store_sales.ss_item_sk = item.i_item_sk
>         JOIN
>  (select cs_item_sk
>         ,sum(cs_ext_list_price) as sale,sum(cr_refunded_cash+cr_reversed_charge+cr_store_credit) as refund
>   from catalog_sales JOIN catalog_returns
>   ON catalog_sales.cs_item_sk = catalog_returns.cr_item_sk
>     and catalog_sales.cs_order_number = catalog_returns.cr_order_number
>   group by cs_item_sk
>   having sum(cs_ext_list_price)>2*sum(cr_refunded_cash+cr_reversed_charge+cr_store_credit)) cs_ui
> ON store_sales.ss_item_sk = cs_ui.cs_item_sk
>   WHERE  
>          cd1.cd_marital_status <> cd2.cd_marital_status and
>          i_color in ('maroon','burnished','dim','steel','navajo','chocolate') and
>          i_current_price between 35 and 35 + 10 and
>          i_current_price between 35 + 1 and 35 + 15
> group by i_product_name ,i_item_sk ,s_store_name ,s_zip ,ad1.ca_street_number
>        ,ad1.ca_street_name ,ad1.ca_city ,ad1.ca_zip ,ad2.ca_street_number
>        ,ad2.ca_street_name ,ad2.ca_city ,ad2.ca_zip ,d1.d_year ,d2.d_year ,d3.d_year
> ) cs1
> JOIN
> (select i_product_name as product_name ,i_item_sk as item_sk ,s_store_name as store_name
>      ,s_zip as store_zip ,ad1.ca_street_number as b_street_number ,ad1.ca_street_name as b_streen_name
>      ,ad1.ca_city as b_city ,ad1.ca_zip as b_zip ,ad2.ca_street_number as c_street_number
>      ,ad2.ca_street_name as c_street_name ,ad2.ca_city as c_city ,ad2.ca_zip as c_zip
>      ,d1.d_year as syear ,d2.d_year as fsyear ,d3.d_year as s2year ,count(*) as cnt
>      ,sum(ss_wholesale_cost) as s1 ,sum(ss_list_price) as s2 ,sum(ss_coupon_amt) as s3
>   FROM   store_sales
>         JOIN store_returns ON store_sales.ss_item_sk = store_returns.sr_item_sk and store_sales.ss_ticket_number = store_returns.sr_ticket_number
>         JOIN customer ON store_sales.ss_customer_sk = customer.c_customer_sk
>         JOIN date_dim d1 ON store_sales.ss_sold_date_sk = d1.d_date_sk
>         JOIN date_dim d2 ON customer.c_first_sales_date_sk = d2.d_date_sk 
>         JOIN date_dim d3 ON customer.c_first_shipto_date_sk = d3.d_date_sk
>         JOIN store ON store_sales.ss_store_sk = store.s_store_sk
>         JOIN customer_demographics cd1 ON store_sales.ss_cdemo_sk= cd1.cd_demo_sk
>         JOIN customer_demographics cd2 ON customer.c_current_cdemo_sk = cd2.cd_demo_sk
>         JOIN promotion ON store_sales.ss_promo_sk = promotion.p_promo_sk
>         JOIN household_demographics hd1 ON store_sales.ss_hdemo_sk = hd1.hd_demo_sk
>         JOIN household_demographics hd2 ON customer.c_current_hdemo_sk = hd2.hd_demo_sk
>         JOIN customer_address ad1 ON store_sales.ss_addr_sk = ad1.ca_address_sk
>         JOIN customer_address ad2 ON customer.c_current_addr_sk = ad2.ca_address_sk
>         JOIN income_band ib1 ON hd1.hd_income_band_sk = ib1.ib_income_band_sk
>         JOIN income_band ib2 ON hd2.hd_income_band_sk = ib2.ib_income_band_sk
>         JOIN item ON store_sales.ss_item_sk = item.i_item_sk
>         JOIN
>  (select cs_item_sk
>         ,sum(cs_ext_list_price) as sale,sum(cr_refunded_cash+cr_reversed_charge+cr_store_credit) as refund
>   from catalog_sales JOIN catalog_returns
>   ON catalog_sales.cs_item_sk = catalog_returns.cr_item_sk
>     and catalog_sales.cs_order_number = catalog_returns.cr_order_number
>   group by cs_item_sk
>   having sum(cs_ext_list_price)>2*sum(cr_refunded_cash+cr_reversed_charge+cr_store_credit)) cs_ui
> ON store_sales.ss_item_sk = cs_ui.cs_item_sk
>   WHERE  
>          cd1.cd_marital_status <> cd2.cd_marital_status and
>          i_color in ('maroon','burnished','dim','steel','navajo','chocolate') and
>          i_current_price between 35 and 35 + 10 and
>          i_current_price between 35 + 1 and 35 + 15
> group by i_product_name ,i_item_sk ,s_store_name ,s_zip ,ad1.ca_street_number
>        ,ad1.ca_street_name ,ad1.ca_city ,ad1.ca_zip ,ad2.ca_street_number
>        ,ad2.ca_street_name ,ad2.ca_city ,ad2.ca_zip ,d1.d_year ,d2.d_year ,d3.d_year
> ) cs2
> ON cs1.item_sk=cs2.item_sk
> where 
>      cs1.syear = 2000 and
>      cs2.syear = 2000 + 1 and
>      cs2.cnt <= cs1.cnt and
>      cs1.store_name = cs2.store_name and
>      cs1.store_zip = cs2.store_zip
> order by cs1.product_name ,cs1.store_name ,cs2.cnt
> {code}
> Exception 
> {code}
> ], TaskAttempt 3 failed, info=[Error: Failure while running task:java.lang.RuntimeException: java.lang.RuntimeException: org.apache.hadoop.hive.ql.metadata.HiveException: Hive Runtime Error while processing row 
> 	at org.apache.hadoop.hive.ql.exec.tez.TezProcessor.initializeAndRunProcessor(TezProcessor.java:171)
> 	at org.apache.hadoop.hive.ql.exec.tez.TezProcessor.run(TezProcessor.java:137)
> 	at org.apache.tez.runtime.LogicalIOProcessorRuntimeTask.run(LogicalIOProcessorRuntimeTask.java:337)
> 	at org.apache.tez.runtime.task.TezTaskRunner$TaskRunnerCallable$1.run(TezTaskRunner.java:179)
> 	at org.apache.tez.runtime.task.TezTaskRunner$TaskRunnerCallable$1.run(TezTaskRunner.java:171)
> 	at java.security.AccessController.doPrivileged(Native Method)
> 	at javax.security.auth.Subject.doAs(Subject.java:415)
> 	at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1628)
> 	at org.apache.tez.runtime.task.TezTaskRunner$TaskRunnerCallable.callInternal(TezTaskRunner.java:171)
> 	at org.apache.tez.runtime.task.TezTaskRunner$TaskRunnerCallable.callInternal(TezTaskRunner.java:167)
> 	at org.apache.tez.common.CallableWithNdc.call(CallableWithNdc.java:36)
> 	at java.util.concurrent.FutureTask.run(FutureTask.java:262)
> 	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
> 	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
> 	at java.lang.Thread.run(Thread.java:745)
> Caused by: java.lang.RuntimeException: org.apache.hadoop.hive.ql.metadata.HiveException: Hive Runtime Error while processing row 
> 	at org.apache.hadoop.hive.ql.exec.tez.MapRecordSource.processRow(MapRecordSource.java:91)
> 	at org.apache.hadoop.hive.ql.exec.tez.MapRecordSource.pushRecord(MapRecordSource.java:68)
> 	at org.apache.hadoop.hive.ql.exec.tez.MapRecordProcessor.run(MapRecordProcessor.java:290)
> 	at org.apache.hadoop.hive.ql.exec.tez.TezProcessor.initializeAndRunProcessor(TezProcessor.java:148)
> 	... 14 more
> Caused by: org.apache.hadoop.hive.ql.metadata.HiveException: Hive Runtime Error while processing row 
> 	at org.apache.hadoop.hive.ql.exec.vector.VectorMapOperator.process(VectorMapOperator.java:52)
> 	at org.apache.hadoop.hive.ql.exec.tez.MapRecordSource.processRow(MapRecordSource.java:83)
> 	... 17 more
> Caused by: org.apache.hadoop.hive.ql.metadata.HiveException: Unexpected exception: org.apache.hadoop.hive.ql.exec.vector.BytesColumnVector cannot be cast to org.apache.hadoop.hive.ql.exec.vector.DoubleColumnVector
> 	at org.apache.hadoop.hive.ql.exec.MapJoinOperator.process(MapJoinOperator.java:426)
> 	at org.apache.hadoop.hive.ql.exec.vector.VectorMapJoinOperator.process(VectorMapJoinOperator.java:290)
> 	at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:837)
> 	at org.apache.hadoop.hive.ql.exec.vector.VectorSelectOperator.process(VectorSelectOperator.java:138)
> 	at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:837)
> 	at org.apache.hadoop.hive.ql.exec.vector.VectorFilterOperator.process(VectorFilterOperator.java:114)
> 	at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:837)
> 	at org.apache.hadoop.hive.ql.exec.TableScanOperator.process(TableScanOperator.java:97)
> 	at org.apache.hadoop.hive.ql.exec.MapOperator$MapOpCtx.forward(MapOperator.java:162)
> 	at org.apache.hadoop.hive.ql.exec.vector.VectorMapOperator.process(VectorMapOperator.java:45)
> 	... 18 more
> Caused by: java.lang.ClassCastException: org.apache.hadoop.hive.ql.exec.vector.BytesColumnVector cannot be cast to org.apache.hadoop.hive.ql.exec.vector.DoubleColumnVector
> 	at org.apache.hadoop.hive.ql.exec.vector.expressions.VectorExpressionWriterFactory$VectorExpressionWriterDouble.writeValue(VectorExpressionWriterFactory.java:225)
> 	at org.apache.hadoop.hive.ql.exec.vector.VectorMapJoinOperator.getRowObject(VectorMapJoinOperator.java:352)
> 	at org.apache.hadoop.hive.ql.exec.vector.VectorMapJoinOperator.spillBigTableRow(VectorMapJoinOperator.java:309)
> 	at org.apache.hadoop.hive.ql.exec.MapJoinOperator.process(MapJoinOperator.java:404)
> 	... 27 more
> ]], Vertex failed as one or more tasks failed. failedTasks:1, Vertex vertex_1426707664723_4575_1_34 [Map 40] killed/failed due to:null]Vertex killed, vertexName=Reducer 6, vertexId=vertex_1426707664723_4575_1_42, diagnostics=[Vertex received Kill while in RUNNING state., Vertex killed as other vertex failed. failedTasks:0, Vertex vertex_1426707664723_4575_1_42 [Reducer 6] killed/failed due to:null]Vertex killed, vertexName=Reducer 27, vertexId=vertex_1426707664723_4575_1_36, diagnostics=[Vertex received Kill while in RUNNING state., Vertex killed as other vertex failed. failedTasks:0, Vertex vertex_1426707664723_4575_1_36 [Reducer 27] killed/failed due to:null]Vertex killed, vertexName=Reducer 5, vertexId=vertex_1426707664723_4575_1_41, diagnostics=[Vertex received Kill while in RUNNING state., Vertex killed as other vertex failed. failedTasks:0, Vertex vertex_1426707664723_4575_1_41 [Reducer 5] killed/failed due to:null]Vertex killed, vertexName=Map 26, vertexId=vertex_1426707664723_4575_1_35, diagnostics=[Vertex received Kill while in RUNNING state., Vertex killed as other vertex failed. failedTasks:0, Vertex vertex_1426707664723_4575_1_35 [Map 26] killed/failed due to:null]Vertex killed, vertexName=Map 19, vertexId=vertex_1426707664723_4575_1_39, diagnostics=[Vertex received Kill while in RUNNING state., Vertex killed as other vertex failed. failedTasks:0, Vertex vertex_1426707664723_4575_1_39 [Map 19] killed/failed due to:null]Vertex killed, vertexName=Map 4, vertexId=vertex_1426707664723_4575_1_40, diagnostics=[Vertex received Kill while in RUNNING state., Vertex killed as other vertex failed. failedTasks:0, Vertex vertex_1426707664723_4575_1_40 [Map 4] killed/failed due to:null]DAG failed due to vertex failure. failedVertices:1 killedVertices:6
> {code}
> Plan 
> {code}
> STAGE PLANS:
>   Stage: Stage-1
>     Tez
>       Edges:
>         Map 1 <- Map 2 (BROADCAST_EDGE)
>         Map 10 <- Map 11 (BROADCAST_EDGE), Map 12 (BROADCAST_EDGE), Map 13 (BROADCAST_EDGE), Map 18 (BROADCAST_EDGE)
>         Map 14 <- Map 15 (BROADCAST_EDGE)
>         Map 15 <- Map 16 (BROADCAST_EDGE), Map 17 (BROADCAST_EDGE)
>         Map 18 <- Map 14 (BROADCAST_EDGE)
>         Map 19 <- Map 10 (BROADCAST_EDGE), Map 7 (BROADCAST_EDGE), Map 9 (BROADCAST_EDGE), Reducer 21 (BROADCAST_EDGE)
>         Map 20 <- Map 22 (BROADCAST_EDGE)
>         Map 23 <- Map 24 (BROADCAST_EDGE)
>         Map 26 <- Map 23 (BROADCAST_EDGE), Map 25 (BROADCAST_EDGE), Map 40 (BROADCAST_EDGE)
>         Map 28 <- Map 29 (BROADCAST_EDGE)
>         Map 31 <- Map 32 (BROADCAST_EDGE), Map 33 (BROADCAST_EDGE), Map 34 (BROADCAST_EDGE), Map 39 (BROADCAST_EDGE)
>         Map 35 <- Map 36 (BROADCAST_EDGE)
>         Map 36 <- Map 37 (BROADCAST_EDGE), Map 38 (BROADCAST_EDGE)
>         Map 39 <- Map 35 (BROADCAST_EDGE)
>         Map 4 <- Map 1 (BROADCAST_EDGE), Map 19 (BROADCAST_EDGE), Map 3 (BROADCAST_EDGE)
>         Map 40 <- Map 28 (BROADCAST_EDGE), Map 30 (BROADCAST_EDGE), Map 31 (BROADCAST_EDGE), Reducer 42 (BROADCAST_EDGE)
>         Map 41 <- Map 43 (BROADCAST_EDGE)
>         Map 7 <- Map 8 (BROADCAST_EDGE)
>         Reducer 21 <- Map 20 (SIMPLE_EDGE)
>         Reducer 27 <- Map 26 (SIMPLE_EDGE)
>         Reducer 42 <- Map 41 (SIMPLE_EDGE)
>         Reducer 5 <- Map 4 (SIMPLE_EDGE), Reducer 27 (BROADCAST_EDGE)
>         Reducer 6 <- Reducer 5 (SIMPLE_EDGE)
>       DagName: jenkins_20150503192312_dad6086a-e3ca-4519-aab9-d1179786ba1d:1
>       Vertices:
>         Map 1 
>             Map Operator Tree:
>                 TableScan
>                   alias: hd1
>                   filterExpr: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                   Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                     Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: hd_demo_sk (type: int), hd_income_band_sk (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col1 (type: int)
>                           1 _col0 (type: int)
>                         outputColumnNames: _col0
>                         input vertices:
>                           1 Map 2
>                         Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Reduce Output Operator
>                           key expressions: _col0 (type: int)
>                           sort order: +
>                           Map-reduce partition columns: _col0 (type: int)
>                           Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 10 
>             Map Operator Tree:
>                 TableScan
>                   alias: cd1
>                   filterExpr: cd_demo_sk is not null (type: boolean)
>                   Statistics: Num rows: 1920800 Data size: 718379200 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: cd_demo_sk is not null (type: boolean)
>                     Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cd_demo_sk (type: int), cd_marital_status (type: string)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int)
>                           1 _col1 (type: int)
>                         outputColumnNames: _col1, _col2, _col4, _col5, _col6, _col7
>                         input vertices:
>                           1 Map 11
>                         Statistics: Num rows: 1387730 Data size: 145711650 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Map Join Operator
>                           condition map:
>                                Inner Join 0 to 1
>                           keys:
>                             0 _col7 (type: int)
>                             1 _col0 (type: int)
>                           outputColumnNames: _col1, _col2, _col4, _col5, _col6, _col9
>                           input vertices:
>                             1 Map 12
>                           Statistics: Num rows: 1387730 Data size: 145711650 Basic stats: COMPLETE Column stats: COMPLETE
>                           HybridGraceHashJoin: true
>                           Map Join Operator
>                             condition map:
>                                  Inner Join 0 to 1
>                             keys:
>                               0 _col6 (type: int)
>                               1 _col0 (type: int)
>                             outputColumnNames: _col1, _col2, _col4, _col5, _col9, _col11
>                             input vertices:
>                               1 Map 13
>                             Statistics: Num rows: 1387730 Data size: 145711650 Basic stats: COMPLETE Column stats: COMPLETE
>                             HybridGraceHashJoin: true
>                             Map Join Operator
>                               condition map:
>                                    Inner Join 0 to 1
>                               keys:
>                                 0 _col2 (type: int)
>                                 1 _col4 (type: int)
>                               outputColumnNames: _col1, _col4, _col5, _col9, _col11, _col13, _col15, _col18, _col19, _col21, _col23, _col24, _col25, _col29, _col31, _col32
>                               input vertices:
>                                 1 Map 18
>                               Statistics: Num rows: 68 Data size: 26860 Basic stats: COMPLETE Column stats: COMPLETE
>                               HybridGraceHashJoin: true
>                               Filter Operator
>                                 predicate: (_col13 <> _col1) (type: boolean)
>                                 Statistics: Num rows: 68 Data size: 26860 Basic stats: COMPLETE Column stats: COMPLETE
>                                 Select Operator
>                                   expressions: _col15 (type: int), _col24 (type: float), _col25 (type: float), _col4 (type: int), _col5 (type: int), _col29 (type: int), _col9 (type: int), _col11 (type: int), _col31 (type: string), _col32 (type: string), _col18 (type: int), _col19 (type: int), _col21 (type: int), _col23 (type: float)
>                                   outputColumnNames: _col1, _col10, _col11, _col16, _col17, _col21, _col23, _col25, _col27, _col28, _col4, _col5, _col7, _col9
>                                   Statistics: Num rows: 68 Data size: 15300 Basic stats: COMPLETE Column stats: COMPLETE
>                                   Reduce Output Operator
>                                     key expressions: _col1 (type: int)
>                                     sort order: +
>                                     Map-reduce partition columns: _col1 (type: int)
>                                     Statistics: Num rows: 68 Data size: 15300 Basic stats: COMPLETE Column stats: COMPLETE
>                                     value expressions: _col4 (type: int), _col5 (type: int), _col7 (type: int), _col9 (type: float), _col10 (type: float), _col11 (type: float), _col16 (type: int), _col17 (type: int), _col21 (type: int), _col23 (type: int), _col25 (type: int), _col27 (type: string), _col28 (type: string)
>             Execution mode: vectorized
>         Map 11 
>             Map Operator Tree:
>                 TableScan
>                   alias: customer
>                   filterExpr: (((((c_current_cdemo_sk is not null and c_first_sales_date_sk is not null) and c_first_shipto_date_sk is not null) and c_customer_sk is not null) and c_current_hdemo_sk is not null) and c_current_addr_sk is not null) (type: boolean)
>                   Statistics: Num rows: 1600000 Data size: 1241633212 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (((((c_current_cdemo_sk is not null and c_first_sales_date_sk is not null) and c_first_shipto_date_sk is not null) and c_customer_sk is not null) and c_current_hdemo_sk is not null) and c_current_addr_sk is not null) (type: boolean)
>                     Statistics: Num rows: 1387730 Data size: 32529324 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: c_customer_sk (type: int), c_current_cdemo_sk (type: int), c_current_hdemo_sk (type: int), c_current_addr_sk (type: int), c_first_shipto_date_sk (type: int), c_first_sales_date_sk (type: int)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
>                       Statistics: Num rows: 1387730 Data size: 32529324 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col1 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col1 (type: int)
>                         Statistics: Num rows: 1387730 Data size: 32529324 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col0 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int)
>             Execution mode: vectorized
>         Map 12 
>             Map Operator Tree:
>                 TableScan
>                   alias: d1
>                   filterExpr: d_date_sk is not null (type: boolean)
>                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: d_date_sk is not null (type: boolean)
>                     Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: d_date_sk (type: int), d_year (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col1 (type: int)
>             Execution mode: vectorized
>         Map 13 
>             Map Operator Tree:
>                 TableScan
>                   alias: d1
>                   filterExpr: d_date_sk is not null (type: boolean)
>                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: d_date_sk is not null (type: boolean)
>                     Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: d_date_sk (type: int), d_year (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col1 (type: int)
>             Execution mode: vectorized
>         Map 14 
>             Map Operator Tree:
>                 TableScan
>                   alias: cd1
>                   filterExpr: cd_demo_sk is not null (type: boolean)
>                   Statistics: Num rows: 1920800 Data size: 718379200 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: cd_demo_sk is not null (type: boolean)
>                     Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cd_demo_sk (type: int), cd_marital_status (type: string)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int)
>                           1 _col3 (type: int)
>                         outputColumnNames: _col1, _col3, _col4, _col6, _col7, _col8, _col9, _col11, _col12, _col13, _col17
>                         input vertices:
>                           1 Map 15
>                         Statistics: Num rows: 78 Data size: 9750 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Reduce Output Operator
>                           key expressions: _col8 (type: int)
>                           sort order: +
>                           Map-reduce partition columns: _col8 (type: int)
>                           Statistics: Num rows: 78 Data size: 9750 Basic stats: COMPLETE Column stats: COMPLETE
>                           value expressions: _col1 (type: string), _col3 (type: int), _col4 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: int), _col11 (type: float), _col12 (type: float), _col13 (type: float), _col17 (type: int)
>             Execution mode: vectorized
>         Map 15 
>             Map Operator Tree:
>                 TableScan
>                   alias: store_sales
>                   filterExpr: ((((((((ss_item_sk is not null and ss_ticket_number is not null) and ss_sold_date_sk is not null) and ss_cdemo_sk is not null) and ss_store_sk is not null) and ss_customer_sk is not null) and ss_promo_sk is not null) and ss_addr_sk is not null) and ss_hdemo_sk is not null) (type: boolean)
>                   Statistics: Num rows: 550076554 Data size: 101277521188 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((((((((ss_item_sk is not null and ss_ticket_number is not null) and ss_sold_date_sk is not null) and ss_cdemo_sk is not null) and ss_store_sk is not null) and ss_customer_sk is not null) and ss_promo_sk is not null) and ss_addr_sk is not null) and ss_hdemo_sk is not null) (type: boolean)
>                     Statistics: Num rows: 476766968 Data size: 22480476572 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ss_sold_date_sk (type: int), ss_item_sk (type: int), ss_customer_sk (type: int), ss_cdemo_sk (type: int), ss_hdemo_sk (type: int), ss_addr_sk (type: int), ss_store_sk (type: int), ss_promo_sk (type: int), ss_ticket_number (type: int), ss_wholesale_cost (type: float), ss_list_price (type: float), ss_coupon_amt (type: float)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11
>                       Statistics: Num rows: 476766968 Data size: 22480476572 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col1 (type: int), _col8 (type: int)
>                           1 _col0 (type: int), _col1 (type: int)
>                         outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col9, _col10, _col11
>                         input vertices:
>                           1 Map 16
>                         Statistics: Num rows: 8686 Data size: 382184 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Map Join Operator
>                           condition map:
>                                Inner Join 0 to 1
>                           keys:
>                             0 _col0 (type: int)
>                             1 _col0 (type: int)
>                           outputColumnNames: _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col9, _col10, _col11
>                           input vertices:
>                             1 Map 17
>                           Statistics: Num rows: 78 Data size: 3120 Basic stats: COMPLETE Column stats: COMPLETE
>                           HybridGraceHashJoin: true
>                           Select Operator
>                             expressions: _col1 (type: int), _col10 (type: float), _col11 (type: float), 2000 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: float)
>                             outputColumnNames: _col1, _col10, _col11, _col15, _col2, _col3, _col4, _col5, _col6, _col7, _col9
>                             Statistics: Num rows: 78 Data size: 3432 Basic stats: COMPLETE Column stats: COMPLETE
>                             Reduce Output Operator
>                               key expressions: _col3 (type: int)
>                               sort order: +
>                               Map-reduce partition columns: _col3 (type: int)
>                               Statistics: Num rows: 78 Data size: 3432 Basic stats: COMPLETE Column stats: COMPLETE
>                               value expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: float), _col10 (type: float), _col11 (type: float), _col15 (type: int)
>             Execution mode: vectorized
>         Map 16 
>             Map Operator Tree:
>                 TableScan
>                   alias: store_returns
>                   filterExpr: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
>                   Statistics: Num rows: 55578005 Data size: 9601960106 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
>                     Statistics: Num rows: 55578005 Data size: 444624040 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: sr_item_sk (type: int), sr_ticket_number (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 55578005 Data size: 444624040 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int), _col1 (type: int)
>                         sort order: ++
>                         Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
>                         Statistics: Num rows: 55578005 Data size: 444624040 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 17 
>             Map Operator Tree:
>                 TableScan
>                   alias: d1
>                   filterExpr: ((d_year = 2000) and d_date_sk is not null) (type: boolean)
>                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((d_year = 2000) and d_date_sk is not null) (type: boolean)
>                     Statistics: Num rows: 652 Data size: 5216 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: d_date_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 652 Data size: 2608 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 652 Data size: 2608 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 18 
>             Map Operator Tree:
>                 TableScan
>                   alias: store
>                   filterExpr: ((s_store_sk is not null and s_store_name is not null) and s_zip is not null) (type: boolean)
>                   Statistics: Num rows: 212 Data size: 405680 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((s_store_sk is not null and s_store_name is not null) and s_zip is not null) (type: boolean)
>                     Statistics: Num rows: 212 Data size: 38372 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: s_store_sk (type: int), s_store_name (type: string), s_zip (type: string)
>                       outputColumnNames: _col0, _col1, _col2
>                       Statistics: Num rows: 212 Data size: 38372 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col8 (type: int)
>                           1 _col0 (type: int)
>                         outputColumnNames: _col1, _col3, _col4, _col6, _col7, _col9, _col11, _col12, _col13, _col17, _col19, _col20
>                         input vertices:
>                           0 Map 14
>                         Statistics: Num rows: 78 Data size: 23244 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col1 (type: string), _col11 (type: float), _col12 (type: float), _col13 (type: float), _col17 (type: int), _col19 (type: string), _col20 (type: string), _col3 (type: int), _col4 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: int)
>                           outputColumnNames: _col1, _col11, _col12, _col13, _col17, _col19, _col20, _col3, _col4, _col6, _col7, _col9
>                           Statistics: Num rows: 78 Data size: 23244 Basic stats: COMPLETE Column stats: COMPLETE
>                           Reduce Output Operator
>                             key expressions: _col4 (type: int)
>                             sort order: +
>                             Map-reduce partition columns: _col4 (type: int)
>                             Statistics: Num rows: 78 Data size: 23244 Basic stats: COMPLETE Column stats: COMPLETE
>                             value expressions: _col1 (type: string), _col3 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: int), _col11 (type: float), _col12 (type: float), _col13 (type: float), _col17 (type: int), _col19 (type: string), _col20 (type: string)
>             Execution mode: vectorized
>         Map 19 
>             Map Operator Tree:
>                 TableScan
>                   alias: item
>                   filterExpr: ((((i_color) IN ('maroon', 'burnished', 'dim', 'steel', 'navajo', 'chocolate') and i_current_price BETWEEN 35 AND 45) and i_current_price BETWEEN 36 AND 50) and i_item_sk is not null) (type: boolean)
>                   Statistics: Num rows: 48000 Data size: 68732712 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((((i_color) IN ('maroon', 'burnished', 'dim', 'steel', 'navajo', 'chocolate') and i_current_price BETWEEN 35 AND 45) and i_current_price BETWEEN 36 AND 50) and i_item_sk is not null) (type: boolean)
>                     Statistics: Num rows: 6000 Data size: 1199936 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: i_item_sk (type: int), i_product_name (type: string)
>                       outputColumnNames: _col0, _col3
>                       Statistics: Num rows: 6000 Data size: 642000 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                              Inner Join 0 to 2
>                         keys:
>                           0 _col1 (type: int)
>                           1 _col0 (type: int)
>                           2 _col0 (type: int)
>                         outputColumnNames: _col4, _col5, _col7, _col9, _col10, _col11, _col16, _col17, _col21, _col23, _col25, _col27, _col28, _col33, _col36
>                         input vertices:
>                           0 Map 10
>                           2 Reducer 21
>                         Statistics: Num rows: 13200 Data size: 1412400 Basic stats: COMPLETE Column stats: NONE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col10 (type: float), _col11 (type: float), _col16 (type: int), _col17 (type: int), _col21 (type: int), _col23 (type: int), _col25 (type: int), _col27 (type: string), _col28 (type: string), _col33 (type: int), _col36 (type: string), _col4 (type: int), _col5 (type: int), _col7 (type: int), _col9 (type: float)
>                           outputColumnNames: _col10, _col11, _col16, _col17, _col21, _col23, _col25, _col27, _col28, _col33, _col36, _col4, _col5, _col7, _col9
>                           Statistics: Num rows: 13200 Data size: 1412400 Basic stats: COMPLETE Column stats: NONE
>                           Map Join Operator
>                             condition map:
>                                  Inner Join 0 to 1
>                             keys:
>                               0 _col0 (type: int)
>                               1 _col7 (type: int)
>                             outputColumnNames: _col5, _col6, _col10, _col11, _col12, _col17, _col18, _col22, _col24, _col26, _col28, _col29, _col34, _col37
>                             input vertices:
>                               0 Map 9
>                             Statistics: Num rows: 14520 Data size: 1553640 Basic stats: COMPLETE Column stats: NONE
>                             HybridGraceHashJoin: true
>                             Select Operator
>                               expressions: _col10 (type: float), _col11 (type: float), _col12 (type: float), _col17 (type: int), _col18 (type: int), _col22 (type: int), _col24 (type: int), _col26 (type: int), _col28 (type: string), _col29 (type: string), _col34 (type: int), _col37 (type: string), _col5 (type: int), _col6 (type: int)
>                               outputColumnNames: _col10, _col11, _col12, _col17, _col18, _col22, _col24, _col26, _col28, _col29, _col34, _col37, _col5, _col6
>                               Statistics: Num rows: 14520 Data size: 1553640 Basic stats: COMPLETE Column stats: NONE
>                               Map Join Operator
>                                 condition map:
>                                      Inner Join 0 to 1
>                                 keys:
>                                   0 _col0 (type: int)
>                                   1 _col17 (type: int)
>                                 outputColumnNames: _col8, _col9, _col13, _col14, _col15, _col21, _col25, _col27, _col29, _col31, _col32, _col37, _col40
>                                 input vertices:
>                                   0 Map 7
>                                 Statistics: Num rows: 15972 Data size: 1709004 Basic stats: COMPLETE Column stats: NONE
>                                 HybridGraceHashJoin: true
>                                 Select Operator
>                                   expressions: _col13 (type: float), _col14 (type: float), _col15 (type: float), _col21 (type: int), _col25 (type: int), _col27 (type: int), _col29 (type: int), _col31 (type: string), _col32 (type: string), _col37 (type: int), _col40 (type: string), _col8 (type: int), _col9 (type: int)
>                                   outputColumnNames: _col13, _col14, _col15, _col21, _col25, _col27, _col29, _col31, _col32, _col37, _col40, _col8, _col9
>                                   Statistics: Num rows: 15972 Data size: 1709004 Basic stats: COMPLETE Column stats: NONE
>                                   Reduce Output Operator
>                                     key expressions: _col9 (type: int)
>                                     sort order: +
>                                     Map-reduce partition columns: _col9 (type: int)
>                                     Statistics: Num rows: 15972 Data size: 1709004 Basic stats: COMPLETE Column stats: NONE
>                                     value expressions: _col8 (type: int), _col13 (type: float), _col14 (type: float), _col15 (type: float), _col21 (type: int), _col25 (type: int), _col27 (type: int), _col29 (type: int), _col31 (type: string), _col32 (type: string), _col37 (type: int), _col40 (type: string)
>             Execution mode: vectorized
>         Map 2 
>             Map Operator Tree:
>                 TableScan
>                   alias: ib1
>                   filterExpr: ib_income_band_sk is not null (type: boolean)
>                   Statistics: Num rows: 20 Data size: 240 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ib_income_band_sk is not null (type: boolean)
>                     Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ib_income_band_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 20 
>             Map Operator Tree:
>                 TableScan
>                   alias: catalog_sales
>                   filterExpr: (cs_item_sk is not null and cs_order_number is not null) (type: boolean)
>                   Statistics: Num rows: 286549727 Data size: 65825832570 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (cs_item_sk is not null and cs_order_number is not null) (type: boolean)
>                     Statistics: Num rows: 286549727 Data size: 3435718732 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cs_item_sk (type: int), cs_order_number (type: int), cs_ext_list_price (type: float)
>                       outputColumnNames: _col0, _col1, _col2
>                       Statistics: Num rows: 286549727 Data size: 3435718732 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int), _col1 (type: int)
>                           1 _col0 (type: int), _col1 (type: int)
>                         outputColumnNames: _col0, _col2, _col5, _col6, _col7
>                         input vertices:
>                           1 Map 22
>                         Statistics: Num rows: 2911 Data size: 58220 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col0 (type: int), _col2 (type: float), ((_col5 + _col6) + _col7) (type: float)
>                           outputColumnNames: _col0, _col1, _col2
>                           Statistics: Num rows: 2911 Data size: 58220 Basic stats: COMPLETE Column stats: COMPLETE
>                           Group By Operator
>                             aggregations: sum(_col1), sum(_col2)
>                             keys: _col0 (type: int)
>                             mode: hash
>                             outputColumnNames: _col0, _col1, _col2
>                             Statistics: Num rows: 1 Data size: 20 Basic stats: COMPLETE Column stats: COMPLETE
>                             Reduce Output Operator
>                               key expressions: _col0 (type: int)
>                               sort order: +
>                               Map-reduce partition columns: _col0 (type: int)
>                               Statistics: Num rows: 1 Data size: 20 Basic stats: COMPLETE Column stats: COMPLETE
>                               value expressions: _col1 (type: double), _col2 (type: double)
>             Execution mode: vectorized
>         Map 22 
>             Map Operator Tree:
>                 TableScan
>                   alias: catalog_returns
>                   filterExpr: (cr_item_sk is not null and cr_order_number is not null) (type: boolean)
>                   Statistics: Num rows: 28798881 Data size: 5764329494 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (cr_item_sk is not null and cr_order_number is not null) (type: boolean)
>                     Statistics: Num rows: 28798881 Data size: 569059536 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cr_item_sk (type: int), cr_order_number (type: int), cr_refunded_cash (type: float), cr_reversed_charge (type: float), cr_store_credit (type: float)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4
>                       Statistics: Num rows: 28798881 Data size: 569059536 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int), _col1 (type: int)
>                         sort order: ++
>                         Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
>                         Statistics: Num rows: 28798881 Data size: 569059536 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col2 (type: float), _col3 (type: float), _col4 (type: float)
>             Execution mode: vectorized
>         Map 23 
>             Map Operator Tree:
>                 TableScan
>                   alias: hd1
>                   filterExpr: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                   Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                     Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: hd_demo_sk (type: int), hd_income_band_sk (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col1 (type: int)
>                           1 _col0 (type: int)
>                         outputColumnNames: _col0
>                         input vertices:
>                           1 Map 24
>                         Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Reduce Output Operator
>                           key expressions: _col0 (type: int)
>                           sort order: +
>                           Map-reduce partition columns: _col0 (type: int)
>                           Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 24 
>             Map Operator Tree:
>                 TableScan
>                   alias: ib1
>                   filterExpr: ib_income_band_sk is not null (type: boolean)
>                   Statistics: Num rows: 20 Data size: 240 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ib_income_band_sk is not null (type: boolean)
>                     Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ib_income_band_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 25 
>             Map Operator Tree:
>                 TableScan
>                   alias: ad1
>                   filterExpr: ca_address_sk is not null (type: boolean)
>                   Statistics: Num rows: 800000 Data size: 811903688 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ca_address_sk is not null (type: boolean)
>                     Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ca_address_sk (type: int), ca_street_number (type: string), ca_street_name (type: string), ca_city (type: string), ca_zip (type: string)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4
>                       Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string)
>             Execution mode: vectorized
>         Map 26 
>             Map Operator Tree:
>                 TableScan
>                   alias: ad1
>                   filterExpr: ca_address_sk is not null (type: boolean)
>                   Statistics: Num rows: 800000 Data size: 811903688 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ca_address_sk is not null (type: boolean)
>                     Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ca_address_sk (type: int), ca_street_number (type: string), ca_street_name (type: string), ca_city (type: string), ca_zip (type: string)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4
>                       Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int)
>                           1 _col9 (type: int)
>                         outputColumnNames: _col1, _col2, _col3, _col4, _col13, _col18, _col19, _col20, _col26, _col30, _col32, _col34, _col36, _col37, _col42, _col45
>                         input vertices:
>                           1 Map 40
>                         Statistics: Num rows: 880000 Data size: 321200006 Basic stats: COMPLETE Column stats: NONE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col1 (type: string), _col13 (type: int), _col18 (type: float), _col19 (type: float), _col2 (type: string), _col20 (type: float), _col26 (type: int), _col3 (type: string), _col30 (type: int), _col32 (type: int), _col34 (type: int), _col36 (type: string), _col37 (type: string), _col4 (type: string), _col42 (type: int), _col45 (type: string)
>                           outputColumnNames: _col1, _col13, _col18, _col19, _col2, _col20, _col26, _col3, _col30, _col32, _col34, _col36, _col37, _col4, _col42, _col45
>                           Statistics: Num rows: 880000 Data size: 321200006 Basic stats: COMPLETE Column stats: NONE
>                           Map Join Operator
>                             condition map:
>                                  Inner Join 0 to 1
>                             keys:
>                               0 _col0 (type: int)
>                               1 _col26 (type: int)
>                             outputColumnNames: _col1, _col2, _col3, _col4, _col6, _col7, _col8, _col9, _col18, _col23, _col24, _col25, _col35, _col37, _col39, _col41, _col42, _col47, _col50
>                             input vertices:
>                               0 Map 25
>                             Statistics: Num rows: 968000 Data size: 353320014 Basic stats: COMPLETE Column stats: NONE
>                             HybridGraceHashJoin: true
>                             Select Operator
>                               expressions: _col1 (type: string), _col18 (type: int), _col2 (type: string), _col23 (type: float), _col24 (type: float), _col25 (type: float), _col3 (type: string), _col35 (type: int), _col37 (type: int), _col39 (type: int), _col4 (type: string), _col41 (type: string), _col42 (type: string), _col47 (type: int), _col50 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
>                               outputColumnNames: _col1, _col18, _col2, _col23, _col24, _col25, _col3, _col35, _col37, _col39, _col4, _col41, _col42, _col47, _col50, _col6, _col7, _col8, _col9
>                               Statistics: Num rows: 968000 Data size: 353320014 Basic stats: COMPLETE Column stats: NONE
>                               Map Join Operator
>                                 condition map:
>                                      Inner Join 0 to 1
>                                 keys:
>                                   0 _col0 (type: int)
>                                   1 _col18 (type: int)
>                                 outputColumnNames: _col4, _col5, _col6, _col7, _col9, _col10, _col11, _col12, _col26, _col27, _col28, _col38, _col40, _col42, _col44, _col45, _col50, _col53
>                                 input vertices:
>                                   0 Map 23
>                                 Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                 HybridGraceHashJoin: true
>                                 Select Operator
>                                   expressions: _col53 (type: string), _col50 (type: int), _col44 (type: string), _col45 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col38 (type: int), _col40 (type: int), _col42 (type: int), _col26 (type: float), _col27 (type: float), _col28 (type: float)
>                                   outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17
>                                   Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                   Group By Operator
>                                     aggregations: count(), sum(_col15), sum(_col16), sum(_col17)
>                                     keys: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col13 (type: int), _col14 (type: int)
>                                     mode: hash
>                                     outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17, _col18
>                                     Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                     Reduce Output Operator
>                                       key expressions: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col13 (type: int), _col14 (type: int)
>                                       sort order: +++++++++++++++
>                                       Map-reduce partition columns: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col13 (type: int), _col14 (type: int)
>                                       Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                       value expressions: _col15 (type: bigint), _col16 (type: double), _col17 (type: double), _col18 (type: double)
>             Execution mode: vectorized
>         Map 28 
>             Map Operator Tree:
>                 TableScan
>                   alias: hd1
>                   filterExpr: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                   Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                     Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: hd_demo_sk (type: int), hd_income_band_sk (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col1 (type: int)
>                           1 _col0 (type: int)
>                         outputColumnNames: _col0
>                         input vertices:
>                           1 Map 29
>                         Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Reduce Output Operator
>                           key expressions: _col0 (type: int)
>                           sort order: +
>                           Map-reduce partition columns: _col0 (type: int)
>                           Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 29 
>             Map Operator Tree:
>                 TableScan
>                   alias: ib1
>                   filterExpr: ib_income_band_sk is not null (type: boolean)
>                   Statistics: Num rows: 20 Data size: 240 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ib_income_band_sk is not null (type: boolean)
>                     Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ib_income_band_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 3 
>             Map Operator Tree:
>                 TableScan
>                   alias: ad1
>                   filterExpr: ca_address_sk is not null (type: boolean)
>                   Statistics: Num rows: 800000 Data size: 811903688 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ca_address_sk is not null (type: boolean)
>                     Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ca_address_sk (type: int), ca_street_number (type: string), ca_street_name (type: string), ca_city (type: string), ca_zip (type: string)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4
>                       Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col1 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string)
>             Execution mode: vectorized
>         Map 30 
>             Map Operator Tree:
>                 TableScan
>                   alias: promotion
>                   filterExpr: p_promo_sk is not null (type: boolean)
>                   Statistics: Num rows: 450 Data size: 530848 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: p_promo_sk is not null (type: boolean)
>                     Statistics: Num rows: 450 Data size: 1800 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: p_promo_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 450 Data size: 1800 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 450 Data size: 1800 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 31 
>             Map Operator Tree:
>                 TableScan
>                   alias: cd1
>                   filterExpr: cd_demo_sk is not null (type: boolean)
>                   Statistics: Num rows: 1920800 Data size: 718379200 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: cd_demo_sk is not null (type: boolean)
>                     Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cd_demo_sk (type: int), cd_marital_status (type: string)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int)
>                           1 _col1 (type: int)
>                         outputColumnNames: _col1, _col2, _col4, _col5, _col6, _col7
>                         input vertices:
>                           1 Map 32
>                         Statistics: Num rows: 1387730 Data size: 145711650 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Map Join Operator
>                           condition map:
>                                Inner Join 0 to 1
>                           keys:
>                             0 _col7 (type: int)
>                             1 _col0 (type: int)
>                           outputColumnNames: _col1, _col2, _col4, _col5, _col6, _col9
>                           input vertices:
>                             1 Map 33
>                           Statistics: Num rows: 1387730 Data size: 145711650 Basic stats: COMPLETE Column stats: COMPLETE
>                           HybridGraceHashJoin: true
>                           Map Join Operator
>                             condition map:
>                                  Inner Join 0 to 1
>                             keys:
>                               0 _col6 (type: int)
>                               1 _col0 (type: int)
>                             outputColumnNames: _col1, _col2, _col4, _col5, _col9, _col11
>                             input vertices:
>                               1 Map 34
>                             Statistics: Num rows: 1387730 Data size: 145711650 Basic stats: COMPLETE Column stats: COMPLETE
>                             HybridGraceHashJoin: true
>                             Map Join Operator
>                               condition map:
>                                    Inner Join 0 to 1
>                               keys:
>                                 0 _col2 (type: int)
>                                 1 _col4 (type: int)
>                               outputColumnNames: _col1, _col4, _col5, _col9, _col11, _col13, _col15, _col18, _col19, _col21, _col23, _col24, _col25, _col29, _col31, _col32
>                               input vertices:
>                                 1 Map 39
>                               Statistics: Num rows: 68 Data size: 26860 Basic stats: COMPLETE Column stats: COMPLETE
>                               HybridGraceHashJoin: true
>                               Filter Operator
>                                 predicate: (_col13 <> _col1) (type: boolean)
>                                 Statistics: Num rows: 68 Data size: 26860 Basic stats: COMPLETE Column stats: COMPLETE
>                                 Select Operator
>                                   expressions: _col15 (type: int), _col24 (type: float), _col25 (type: float), _col4 (type: int), _col5 (type: int), _col29 (type: int), _col9 (type: int), _col11 (type: int), _col31 (type: string), _col32 (type: string), _col18 (type: int), _col19 (type: int), _col21 (type: int), _col23 (type: float)
>                                   outputColumnNames: _col1, _col10, _col11, _col16, _col17, _col21, _col23, _col25, _col27, _col28, _col4, _col5, _col7, _col9
>                                   Statistics: Num rows: 68 Data size: 15300 Basic stats: COMPLETE Column stats: COMPLETE
>                                   Reduce Output Operator
>                                     key expressions: _col1 (type: int)
>                                     sort order: +
>                                     Map-reduce partition columns: _col1 (type: int)
>                                     Statistics: Num rows: 68 Data size: 15300 Basic stats: COMPLETE Column stats: COMPLETE
>                                     value expressions: _col4 (type: int), _col5 (type: int), _col7 (type: int), _col9 (type: float), _col10 (type: float), _col11 (type: float), _col16 (type: int), _col17 (type: int), _col21 (type: int), _col23 (type: int), _col25 (type: int), _col27 (type: string), _col28 (type: string)
>             Execution mode: vectorized
>         Map 32 
>             Map Operator Tree:
>                 TableScan
>                   alias: customer
>                   filterExpr: (((((c_current_cdemo_sk is not null and c_first_sales_date_sk is not null) and c_first_shipto_date_sk is not null) and c_customer_sk is not null) and c_current_hdemo_sk is not null) and c_current_addr_sk is not null) (type: boolean)
>                   Statistics: Num rows: 1600000 Data size: 1241633212 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (((((c_current_cdemo_sk is not null and c_first_sales_date_sk is not null) and c_first_shipto_date_sk is not null) and c_customer_sk is not null) and c_current_hdemo_sk is not null) and c_current_addr_sk is not null) (type: boolean)
>                     Statistics: Num rows: 1387730 Data size: 32529324 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: c_customer_sk (type: int), c_current_cdemo_sk (type: int), c_current_hdemo_sk (type: int), c_current_addr_sk (type: int), c_first_shipto_date_sk (type: int), c_first_sales_date_sk (type: int)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5
>                       Statistics: Num rows: 1387730 Data size: 32529324 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col1 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col1 (type: int)
>                         Statistics: Num rows: 1387730 Data size: 32529324 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col0 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int)
>             Execution mode: vectorized
>         Map 33 
>             Map Operator Tree:
>                 TableScan
>                   alias: d1
>                   filterExpr: d_date_sk is not null (type: boolean)
>                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: d_date_sk is not null (type: boolean)
>                     Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: d_date_sk (type: int), d_year (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col1 (type: int)
>             Execution mode: vectorized
>         Map 34 
>             Map Operator Tree:
>                 TableScan
>                   alias: d1
>                   filterExpr: d_date_sk is not null (type: boolean)
>                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: d_date_sk is not null (type: boolean)
>                     Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: d_date_sk (type: int), d_year (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 73049 Data size: 584392 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col1 (type: int)
>             Execution mode: vectorized
>         Map 35 
>             Map Operator Tree:
>                 TableScan
>                   alias: cd1
>                   filterExpr: cd_demo_sk is not null (type: boolean)
>                   Statistics: Num rows: 1920800 Data size: 718379200 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: cd_demo_sk is not null (type: boolean)
>                     Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cd_demo_sk (type: int), cd_marital_status (type: string)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 1920800 Data size: 170951200 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int)
>                           1 _col3 (type: int)
>                         outputColumnNames: _col1, _col3, _col4, _col6, _col7, _col8, _col9, _col11, _col12, _col13, _col17
>                         input vertices:
>                           1 Map 36
>                         Statistics: Num rows: 78 Data size: 9750 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Reduce Output Operator
>                           key expressions: _col8 (type: int)
>                           sort order: +
>                           Map-reduce partition columns: _col8 (type: int)
>                           Statistics: Num rows: 78 Data size: 9750 Basic stats: COMPLETE Column stats: COMPLETE
>                           value expressions: _col1 (type: string), _col3 (type: int), _col4 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: int), _col11 (type: float), _col12 (type: float), _col13 (type: float), _col17 (type: int)
>             Execution mode: vectorized
>         Map 36 
>             Map Operator Tree:
>                 TableScan
>                   alias: store_sales
>                   filterExpr: ((((((((ss_item_sk is not null and ss_ticket_number is not null) and ss_sold_date_sk is not null) and ss_cdemo_sk is not null) and ss_store_sk is not null) and ss_customer_sk is not null) and ss_promo_sk is not null) and ss_addr_sk is not null) and ss_hdemo_sk is not null) (type: boolean)
>                   Statistics: Num rows: 550076554 Data size: 101277521188 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((((((((ss_item_sk is not null and ss_ticket_number is not null) and ss_sold_date_sk is not null) and ss_cdemo_sk is not null) and ss_store_sk is not null) and ss_customer_sk is not null) and ss_promo_sk is not null) and ss_addr_sk is not null) and ss_hdemo_sk is not null) (type: boolean)
>                     Statistics: Num rows: 476766968 Data size: 22480476572 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ss_sold_date_sk (type: int), ss_item_sk (type: int), ss_customer_sk (type: int), ss_cdemo_sk (type: int), ss_hdemo_sk (type: int), ss_addr_sk (type: int), ss_store_sk (type: int), ss_promo_sk (type: int), ss_ticket_number (type: int), ss_wholesale_cost (type: float), ss_list_price (type: float), ss_coupon_amt (type: float)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11
>                       Statistics: Num rows: 476766968 Data size: 22480476572 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col1 (type: int), _col8 (type: int)
>                           1 _col0 (type: int), _col1 (type: int)
>                         outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col9, _col10, _col11
>                         input vertices:
>                           1 Map 37
>                         Statistics: Num rows: 8686 Data size: 382184 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Map Join Operator
>                           condition map:
>                                Inner Join 0 to 1
>                           keys:
>                             0 _col0 (type: int)
>                             1 _col0 (type: int)
>                           outputColumnNames: _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col9, _col10, _col11
>                           input vertices:
>                             1 Map 38
>                           Statistics: Num rows: 78 Data size: 3120 Basic stats: COMPLETE Column stats: COMPLETE
>                           HybridGraceHashJoin: true
>                           Select Operator
>                             expressions: _col1 (type: int), _col10 (type: float), _col11 (type: float), 2001 (type: int), _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: float)
>                             outputColumnNames: _col1, _col10, _col11, _col15, _col2, _col3, _col4, _col5, _col6, _col7, _col9
>                             Statistics: Num rows: 78 Data size: 3432 Basic stats: COMPLETE Column stats: COMPLETE
>                             Reduce Output Operator
>                               key expressions: _col3 (type: int)
>                               sort order: +
>                               Map-reduce partition columns: _col3 (type: int)
>                               Statistics: Num rows: 78 Data size: 3432 Basic stats: COMPLETE Column stats: COMPLETE
>                               value expressions: _col1 (type: int), _col2 (type: int), _col4 (type: int), _col5 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: float), _col10 (type: float), _col11 (type: float), _col15 (type: int)
>             Execution mode: vectorized
>         Map 37 
>             Map Operator Tree:
>                 TableScan
>                   alias: store_returns
>                   filterExpr: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
>                   Statistics: Num rows: 55578005 Data size: 9601960106 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (sr_item_sk is not null and sr_ticket_number is not null) (type: boolean)
>                     Statistics: Num rows: 55578005 Data size: 444624040 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: sr_item_sk (type: int), sr_ticket_number (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 55578005 Data size: 444624040 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int), _col1 (type: int)
>                         sort order: ++
>                         Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
>                         Statistics: Num rows: 55578005 Data size: 444624040 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 38 
>             Map Operator Tree:
>                 TableScan
>                   alias: d1
>                   filterExpr: ((d_year = 2001) and d_date_sk is not null) (type: boolean)
>                   Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((d_year = 2001) and d_date_sk is not null) (type: boolean)
>                     Statistics: Num rows: 652 Data size: 5216 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: d_date_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 652 Data size: 2608 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 652 Data size: 2608 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 39 
>             Map Operator Tree:
>                 TableScan
>                   alias: store
>                   filterExpr: ((s_store_sk is not null and s_store_name is not null) and s_zip is not null) (type: boolean)
>                   Statistics: Num rows: 212 Data size: 405680 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((s_store_sk is not null and s_store_name is not null) and s_zip is not null) (type: boolean)
>                     Statistics: Num rows: 212 Data size: 38372 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: s_store_sk (type: int), s_store_name (type: string), s_zip (type: string)
>                       outputColumnNames: _col0, _col1, _col2
>                       Statistics: Num rows: 212 Data size: 38372 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col8 (type: int)
>                           1 _col0 (type: int)
>                         outputColumnNames: _col1, _col3, _col4, _col6, _col7, _col9, _col11, _col12, _col13, _col17, _col19, _col20
>                         input vertices:
>                           0 Map 35
>                         Statistics: Num rows: 78 Data size: 23244 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col1 (type: string), _col11 (type: float), _col12 (type: float), _col13 (type: float), _col17 (type: int), _col19 (type: string), _col20 (type: string), _col3 (type: int), _col4 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: int)
>                           outputColumnNames: _col1, _col11, _col12, _col13, _col17, _col19, _col20, _col3, _col4, _col6, _col7, _col9
>                           Statistics: Num rows: 78 Data size: 23244 Basic stats: COMPLETE Column stats: COMPLETE
>                           Reduce Output Operator
>                             key expressions: _col4 (type: int)
>                             sort order: +
>                             Map-reduce partition columns: _col4 (type: int)
>                             Statistics: Num rows: 78 Data size: 23244 Basic stats: COMPLETE Column stats: COMPLETE
>                             value expressions: _col1 (type: string), _col3 (type: int), _col6 (type: int), _col7 (type: int), _col9 (type: int), _col11 (type: float), _col12 (type: float), _col13 (type: float), _col17 (type: int), _col19 (type: string), _col20 (type: string)
>             Execution mode: vectorized
>         Map 4 
>             Map Operator Tree:
>                 TableScan
>                   alias: ad1
>                   filterExpr: ca_address_sk is not null (type: boolean)
>                   Statistics: Num rows: 800000 Data size: 811903688 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ca_address_sk is not null (type: boolean)
>                     Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ca_address_sk (type: int), ca_street_number (type: string), ca_street_name (type: string), ca_city (type: string), ca_zip (type: string)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4
>                       Statistics: Num rows: 800000 Data size: 292000000 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int)
>                           1 _col9 (type: int)
>                         outputColumnNames: _col1, _col2, _col3, _col4, _col13, _col18, _col19, _col20, _col26, _col30, _col32, _col34, _col36, _col37, _col42, _col45
>                         input vertices:
>                           1 Map 19
>                         Statistics: Num rows: 880000 Data size: 321200006 Basic stats: COMPLETE Column stats: NONE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col1 (type: string), _col13 (type: int), _col18 (type: float), _col19 (type: float), _col2 (type: string), _col20 (type: float), _col26 (type: int), _col3 (type: string), _col30 (type: int), _col32 (type: int), _col34 (type: int), _col36 (type: string), _col37 (type: string), _col4 (type: string), _col42 (type: int), _col45 (type: string)
>                           outputColumnNames: _col1, _col13, _col18, _col19, _col2, _col20, _col26, _col3, _col30, _col32, _col34, _col36, _col37, _col4, _col42, _col45
>                           Statistics: Num rows: 880000 Data size: 321200006 Basic stats: COMPLETE Column stats: NONE
>                           Map Join Operator
>                             condition map:
>                                  Inner Join 0 to 1
>                             keys:
>                               0 _col0 (type: int)
>                               1 _col26 (type: int)
>                             outputColumnNames: _col1, _col2, _col3, _col4, _col6, _col7, _col8, _col9, _col18, _col23, _col24, _col25, _col35, _col37, _col39, _col41, _col42, _col47, _col50
>                             input vertices:
>                               0 Map 3
>                             Statistics: Num rows: 968000 Data size: 353320014 Basic stats: COMPLETE Column stats: NONE
>                             HybridGraceHashJoin: true
>                             Select Operator
>                               expressions: _col1 (type: string), _col18 (type: int), _col2 (type: string), _col23 (type: float), _col24 (type: float), _col25 (type: float), _col3 (type: string), _col35 (type: int), _col37 (type: int), _col39 (type: int), _col4 (type: string), _col41 (type: string), _col42 (type: string), _col47 (type: int), _col50 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string)
>                               outputColumnNames: _col1, _col18, _col2, _col23, _col24, _col25, _col3, _col35, _col37, _col39, _col4, _col41, _col42, _col47, _col50, _col6, _col7, _col8, _col9
>                               Statistics: Num rows: 968000 Data size: 353320014 Basic stats: COMPLETE Column stats: NONE
>                               Map Join Operator
>                                 condition map:
>                                      Inner Join 0 to 1
>                                 keys:
>                                   0 _col0 (type: int)
>                                   1 _col18 (type: int)
>                                 outputColumnNames: _col4, _col5, _col6, _col7, _col9, _col10, _col11, _col12, _col26, _col27, _col28, _col38, _col40, _col42, _col44, _col45, _col50, _col53
>                                 input vertices:
>                                   0 Map 1
>                                 Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                 HybridGraceHashJoin: true
>                                 Select Operator
>                                   expressions: _col53 (type: string), _col50 (type: int), _col44 (type: string), _col45 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col38 (type: int), _col40 (type: int), _col42 (type: int), _col26 (type: float), _col27 (type: float), _col28 (type: float)
>                                   outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17
>                                   Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                   Group By Operator
>                                     aggregations: count(), sum(_col15), sum(_col16), sum(_col17)
>                                     keys: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col13 (type: int), _col14 (type: int)
>                                     mode: hash
>                                     outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17, _col18
>                                     Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                     Reduce Output Operator
>                                       key expressions: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col13 (type: int), _col14 (type: int)
>                                       sort order: +++++++++++++++
>                                       Map-reduce partition columns: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col13 (type: int), _col14 (type: int)
>                                       Statistics: Num rows: 1064800 Data size: 388652023 Basic stats: COMPLETE Column stats: NONE
>                                       value expressions: _col15 (type: bigint), _col16 (type: double), _col17 (type: double), _col18 (type: double)
>             Execution mode: vectorized
>         Map 40 
>             Map Operator Tree:
>                 TableScan
>                   alias: item
>                   filterExpr: ((((i_color) IN ('maroon', 'burnished', 'dim', 'steel', 'navajo', 'chocolate') and i_current_price BETWEEN 35 AND 45) and i_current_price BETWEEN 36 AND 50) and i_item_sk is not null) (type: boolean)
>                   Statistics: Num rows: 48000 Data size: 68732712 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ((((i_color) IN ('maroon', 'burnished', 'dim', 'steel', 'navajo', 'chocolate') and i_current_price BETWEEN 35 AND 45) and i_current_price BETWEEN 36 AND 50) and i_item_sk is not null) (type: boolean)
>                     Statistics: Num rows: 6000 Data size: 1199936 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: i_item_sk (type: int), i_product_name (type: string)
>                       outputColumnNames: _col0, _col3
>                       Statistics: Num rows: 6000 Data size: 642000 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                              Inner Join 0 to 2
>                         keys:
>                           0 _col1 (type: int)
>                           1 _col0 (type: int)
>                           2 _col0 (type: int)
>                         outputColumnNames: _col4, _col5, _col7, _col9, _col10, _col11, _col16, _col17, _col21, _col23, _col25, _col27, _col28, _col33, _col36
>                         input vertices:
>                           0 Map 31
>                           2 Reducer 42
>                         Statistics: Num rows: 13200 Data size: 1412400 Basic stats: COMPLETE Column stats: NONE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col10 (type: float), _col11 (type: float), _col16 (type: int), _col17 (type: int), _col21 (type: int), _col23 (type: int), _col25 (type: int), _col27 (type: string), _col28 (type: string), _col33 (type: int), _col36 (type: string), _col4 (type: int), _col5 (type: int), _col7 (type: int), _col9 (type: float)
>                           outputColumnNames: _col10, _col11, _col16, _col17, _col21, _col23, _col25, _col27, _col28, _col33, _col36, _col4, _col5, _col7, _col9
>                           Statistics: Num rows: 13200 Data size: 1412400 Basic stats: COMPLETE Column stats: NONE
>                           Map Join Operator
>                             condition map:
>                                  Inner Join 0 to 1
>                             keys:
>                               0 _col0 (type: int)
>                               1 _col7 (type: int)
>                             outputColumnNames: _col5, _col6, _col10, _col11, _col12, _col17, _col18, _col22, _col24, _col26, _col28, _col29, _col34, _col37
>                             input vertices:
>                               0 Map 30
>                             Statistics: Num rows: 14520 Data size: 1553640 Basic stats: COMPLETE Column stats: NONE
>                             HybridGraceHashJoin: true
>                             Select Operator
>                               expressions: _col10 (type: float), _col11 (type: float), _col12 (type: float), _col17 (type: int), _col18 (type: int), _col22 (type: int), _col24 (type: int), _col26 (type: int), _col28 (type: string), _col29 (type: string), _col34 (type: int), _col37 (type: string), _col5 (type: int), _col6 (type: int)
>                               outputColumnNames: _col10, _col11, _col12, _col17, _col18, _col22, _col24, _col26, _col28, _col29, _col34, _col37, _col5, _col6
>                               Statistics: Num rows: 14520 Data size: 1553640 Basic stats: COMPLETE Column stats: NONE
>                               Map Join Operator
>                                 condition map:
>                                      Inner Join 0 to 1
>                                 keys:
>                                   0 _col0 (type: int)
>                                   1 _col17 (type: int)
>                                 outputColumnNames: _col8, _col9, _col13, _col14, _col15, _col21, _col25, _col27, _col29, _col31, _col32, _col37, _col40
>                                 input vertices:
>                                   0 Map 28
>                                 Statistics: Num rows: 15972 Data size: 1709004 Basic stats: COMPLETE Column stats: NONE
>                                 HybridGraceHashJoin: true
>                                 Select Operator
>                                   expressions: _col13 (type: float), _col14 (type: float), _col15 (type: float), _col21 (type: int), _col25 (type: int), _col27 (type: int), _col29 (type: int), _col31 (type: string), _col32 (type: string), _col37 (type: int), _col40 (type: string), _col8 (type: int), _col9 (type: int)
>                                   outputColumnNames: _col13, _col14, _col15, _col21, _col25, _col27, _col29, _col31, _col32, _col37, _col40, _col8, _col9
>                                   Statistics: Num rows: 15972 Data size: 1709004 Basic stats: COMPLETE Column stats: NONE
>                                   Reduce Output Operator
>                                     key expressions: _col9 (type: int)
>                                     sort order: +
>                                     Map-reduce partition columns: _col9 (type: int)
>                                     Statistics: Num rows: 15972 Data size: 1709004 Basic stats: COMPLETE Column stats: NONE
>                                     value expressions: _col8 (type: int), _col13 (type: float), _col14 (type: float), _col15 (type: float), _col21 (type: int), _col25 (type: int), _col27 (type: int), _col29 (type: int), _col31 (type: string), _col32 (type: string), _col37 (type: int), _col40 (type: string)
>             Execution mode: vectorized
>         Map 41 
>             Map Operator Tree:
>                 TableScan
>                   alias: catalog_sales
>                   filterExpr: (cs_item_sk is not null and cs_order_number is not null) (type: boolean)
>                   Statistics: Num rows: 286549727 Data size: 65825832570 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (cs_item_sk is not null and cs_order_number is not null) (type: boolean)
>                     Statistics: Num rows: 286549727 Data size: 3435718732 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cs_item_sk (type: int), cs_order_number (type: int), cs_ext_list_price (type: float)
>                       outputColumnNames: _col0, _col1, _col2
>                       Statistics: Num rows: 286549727 Data size: 3435718732 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col0 (type: int), _col1 (type: int)
>                           1 _col0 (type: int), _col1 (type: int)
>                         outputColumnNames: _col0, _col2, _col5, _col6, _col7
>                         input vertices:
>                           1 Map 43
>                         Statistics: Num rows: 2911 Data size: 58220 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Select Operator
>                           expressions: _col0 (type: int), _col2 (type: float), ((_col5 + _col6) + _col7) (type: float)
>                           outputColumnNames: _col0, _col1, _col2
>                           Statistics: Num rows: 2911 Data size: 58220 Basic stats: COMPLETE Column stats: COMPLETE
>                           Group By Operator
>                             aggregations: sum(_col1), sum(_col2)
>                             keys: _col0 (type: int)
>                             mode: hash
>                             outputColumnNames: _col0, _col1, _col2
>                             Statistics: Num rows: 1 Data size: 20 Basic stats: COMPLETE Column stats: COMPLETE
>                             Reduce Output Operator
>                               key expressions: _col0 (type: int)
>                               sort order: +
>                               Map-reduce partition columns: _col0 (type: int)
>                               Statistics: Num rows: 1 Data size: 20 Basic stats: COMPLETE Column stats: COMPLETE
>                               value expressions: _col1 (type: double), _col2 (type: double)
>             Execution mode: vectorized
>         Map 43 
>             Map Operator Tree:
>                 TableScan
>                   alias: catalog_returns
>                   filterExpr: (cr_item_sk is not null and cr_order_number is not null) (type: boolean)
>                   Statistics: Num rows: 28798881 Data size: 5764329494 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (cr_item_sk is not null and cr_order_number is not null) (type: boolean)
>                     Statistics: Num rows: 28798881 Data size: 569059536 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: cr_item_sk (type: int), cr_order_number (type: int), cr_refunded_cash (type: float), cr_reversed_charge (type: float), cr_store_credit (type: float)
>                       outputColumnNames: _col0, _col1, _col2, _col3, _col4
>                       Statistics: Num rows: 28798881 Data size: 569059536 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int), _col1 (type: int)
>                         sort order: ++
>                         Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
>                         Statistics: Num rows: 28798881 Data size: 569059536 Basic stats: COMPLETE Column stats: COMPLETE
>                         value expressions: _col2 (type: float), _col3 (type: float), _col4 (type: float)
>             Execution mode: vectorized
>         Map 7 
>             Map Operator Tree:
>                 TableScan
>                   alias: hd1
>                   filterExpr: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                   Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: (hd_income_band_sk is not null and hd_demo_sk is not null) (type: boolean)
>                     Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: hd_demo_sk (type: int), hd_income_band_sk (type: int)
>                       outputColumnNames: _col0, _col1
>                       Statistics: Num rows: 7200 Data size: 57600 Basic stats: COMPLETE Column stats: COMPLETE
>                       Map Join Operator
>                         condition map:
>                              Inner Join 0 to 1
>                         keys:
>                           0 _col1 (type: int)
>                           1 _col0 (type: int)
>                         outputColumnNames: _col0
>                         input vertices:
>                           1 Map 8
>                         Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>                         HybridGraceHashJoin: true
>                         Reduce Output Operator
>                           key expressions: _col0 (type: int)
>                           sort order: +
>                           Map-reduce partition columns: _col0 (type: int)
>                           Statistics: Num rows: 7200 Data size: 28800 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 8 
>             Map Operator Tree:
>                 TableScan
>                   alias: ib1
>                   filterExpr: ib_income_band_sk is not null (type: boolean)
>                   Statistics: Num rows: 20 Data size: 240 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: ib_income_band_sk is not null (type: boolean)
>                     Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: ib_income_band_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 20 Data size: 80 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Map 9 
>             Map Operator Tree:
>                 TableScan
>                   alias: promotion
>                   filterExpr: p_promo_sk is not null (type: boolean)
>                   Statistics: Num rows: 450 Data size: 530848 Basic stats: COMPLETE Column stats: COMPLETE
>                   Filter Operator
>                     predicate: p_promo_sk is not null (type: boolean)
>                     Statistics: Num rows: 450 Data size: 1800 Basic stats: COMPLETE Column stats: COMPLETE
>                     Select Operator
>                       expressions: p_promo_sk (type: int)
>                       outputColumnNames: _col0
>                       Statistics: Num rows: 450 Data size: 1800 Basic stats: COMPLETE Column stats: COMPLETE
>                       Reduce Output Operator
>                         key expressions: _col0 (type: int)
>                         sort order: +
>                         Map-reduce partition columns: _col0 (type: int)
>                         Statistics: Num rows: 450 Data size: 1800 Basic stats: COMPLETE Column stats: COMPLETE
>             Execution mode: vectorized
>         Reducer 21 
>             Reduce Operator Tree:
>               Group By Operator
>                 aggregations: sum(VALUE._col0), sum(VALUE._col1)
>                 keys: KEY._col0 (type: int)
>                 mode: mergepartial
>                 outputColumnNames: _col0, _col1, _col2
>                 Statistics: Num rows: 1 Data size: 20 Basic stats: COMPLETE Column stats: COMPLETE
>                 Filter Operator
>                   predicate: (_col1 > (2.0 * _col2)) (type: boolean)
>                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: COMPLETE
>                   Select Operator
>                     expressions: _col0 (type: int)
>                     outputColumnNames: _col0
>                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: COMPLETE
>                     Reduce Output Operator
>                       key expressions: _col0 (type: int)
>                       sort order: +
>                       Map-reduce partition columns: _col0 (type: int)
>                       Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: COMPLETE
>         Reducer 27 
>             Reduce Operator Tree:
>               Group By Operator
>                 aggregations: count(VALUE._col0), sum(VALUE._col1), sum(VALUE._col2), sum(VALUE._col3)
>                 keys: KEY._col0 (type: string), KEY._col1 (type: int), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string), KEY._col7 (type: string), KEY._col8 (type: string), KEY._col9 (type: string), KEY._col10 (type: string), KEY._col11 (type: string), KEY._col12 (type: int), KEY._col13 (type: int), KEY._col14 (type: int)
>                 mode: mergepartial
>                 outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17, _col18
>                 Statistics: Num rows: 532400 Data size: 194326011 Basic stats: COMPLETE Column stats: NONE
>                 Select Operator
>                   expressions: _col1 (type: int), _col2 (type: string), _col3 (type: string), _col12 (type: int), _col15 (type: bigint), _col16 (type: double), _col17 (type: double), _col18 (type: double)
>                   outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7
>                   Statistics: Num rows: 532400 Data size: 194326011 Basic stats: COMPLETE Column stats: NONE
>                   Reduce Output Operator
>                     key expressions: _col0 (type: int), _col1 (type: string), _col2 (type: string)
>                     sort order: +++
>                     Map-reduce partition columns: _col0 (type: int), _col1 (type: string), _col2 (type: string)
>                     Statistics: Num rows: 532400 Data size: 194326011 Basic stats: COMPLETE Column stats: NONE
>                     value expressions: _col3 (type: int), _col4 (type: bigint), _col5 (type: double), _col6 (type: double), _col7 (type: double)
>         Reducer 42 
>             Reduce Operator Tree:
>               Group By Operator
>                 aggregations: sum(VALUE._col0), sum(VALUE._col1)
>                 keys: KEY._col0 (type: int)
>                 mode: mergepartial
>                 outputColumnNames: _col0, _col1, _col2
>                 Statistics: Num rows: 1 Data size: 20 Basic stats: COMPLETE Column stats: COMPLETE
>                 Filter Operator
>                   predicate: (_col1 > (2.0 * _col2)) (type: boolean)
>                   Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: COMPLETE
>                   Select Operator
>                     expressions: _col0 (type: int)
>                     outputColumnNames: _col0
>                     Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: COMPLETE
>                     Reduce Output Operator
>                       key expressions: _col0 (type: int)
>                       sort order: +
>                       Map-reduce partition columns: _col0 (type: int)
>                       Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column stats: COMPLETE
>         Reducer 5 
>             Reduce Operator Tree:
>               Group By Operator
>                 aggregations: count(VALUE._col0), sum(VALUE._col1), sum(VALUE._col2), sum(VALUE._col3)
>                 keys: KEY._col0 (type: string), KEY._col1 (type: int), KEY._col2 (type: string), KEY._col3 (type: string), KEY._col4 (type: string), KEY._col5 (type: string), KEY._col6 (type: string), KEY._col7 (type: string), KEY._col8 (type: string), KEY._col9 (type: string), KEY._col10 (type: string), KEY._col11 (type: string), KEY._col12 (type: int), KEY._col13 (type: int), KEY._col14 (type: int)
>                 mode: mergepartial
>                 outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17, _col18
>                 Statistics: Num rows: 532400 Data size: 194326011 Basic stats: COMPLETE Column stats: NONE
>                 Select Operator
>                   expressions: _col0 (type: string), _col1 (type: int), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col15 (type: bigint), _col16 (type: double), _col17 (type: double), _col18 (type: double)
>                   outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16
>                   Statistics: Num rows: 532400 Data size: 194326011 Basic stats: COMPLETE Column stats: NONE
>                   Map Join Operator
>                     condition map:
>                          Inner Join 0 to 1
>                     keys:
>                       0 _col1 (type: int), _col2 (type: string), _col3 (type: string)
>                       1 _col0 (type: int), _col1 (type: string), _col2 (type: string)
>                     outputColumnNames: _col0, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col20, _col21, _col22, _col23, _col24
>                     input vertices:
>                       1 Reducer 27
>                     Statistics: Num rows: 585640 Data size: 213758616 Basic stats: COMPLETE Column stats: NONE
>                     HybridGraceHashJoin: true
>                     Filter Operator
>                       predicate: (_col21 <= _col13) (type: boolean)
>                       Statistics: Num rows: 195213 Data size: 71252750 Basic stats: COMPLETE Column stats: NONE
>                       Select Operator
>                         expressions: _col0 (type: string), _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: string), _col12 (type: int), _col13 (type: bigint), _col14 (type: double), _col15 (type: double), _col16 (type: double), _col22 (type: double), _col23 (type: double), _col24 (type: double), _col20 (type: int), _col21 (type: bigint)
>                         outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17, _col18, _col19, _col20
>                         Statistics: Num rows: 195213 Data size: 71252750 Basic stats: COMPLETE Column stats: NONE
>                         Reduce Output Operator
>                           key expressions: _col0 (type: string), _col1 (type: string), _col20 (type: bigint)
>                           sort order: +++
>                           Statistics: Num rows: 195213 Data size: 71252750 Basic stats: COMPLETE Column stats: NONE
>                           value expressions: _col2 (type: string), _col3 (type: string), _col4 (type: string), _col5 (type: string), _col6 (type: string), _col7 (type: string), _col8 (type: string), _col9 (type: string), _col10 (type: string), _col11 (type: int), _col12 (type: bigint), _col13 (type: double), _col14 (type: double), _col15 (type: double), _col16 (type: double), _col17 (type: double), _col18 (type: double), _col19 (type: int)
>         Reducer 6 
>             Reduce Operator Tree:
>               Select Operator
>                 expressions: KEY.reducesinkkey0 (type: string), KEY.reducesinkkey1 (type: string), VALUE._col0 (type: string), VALUE._col1 (type: string), VALUE._col2 (type: string), VALUE._col3 (type: string), VALUE._col4 (type: string), VALUE._col5 (type: string), VALUE._col6 (type: string), VALUE._col7 (type: string), VALUE._col8 (type: string), VALUE._col9 (type: int), VALUE._col10 (type: bigint), VALUE._col11 (type: double), VALUE._col12 (type: double), VALUE._col13 (type: double), VALUE._col14 (type: double), VALUE._col15 (type: double), VALUE._col16 (type: double), VALUE._col17 (type: int), KEY.reducesinkkey2 (type: bigint)
>                 outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6, _col7, _col8, _col9, _col10, _col11, _col12, _col13, _col14, _col15, _col16, _col17, _col18, _col19, _col20
>                 Statistics: Num rows: 195213 Data size: 71252750 Basic stats: COMPLETE Column stats: NONE
>                 File Output Operator
>                   compressed: false
>                   Statistics: Num rows: 195213 Data size: 71252750 Basic stats: COMPLETE 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
>   Stage: Stage-0
>     Fetch Operator
>       limit: -1
>       Processor Tree:
>         ListSink
> {code}



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)

Mime
View raw message