[
https://issues.apache.org/jira/browse/SPARK-13864?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
JESSE CHEN updated SPARK-13864:
-------------------------------
Description:
Testing Spark SQL using TPC queries. Query 74 returns wrong results compared to
official result set. This is at 1GB SF (validation run).
Spark SQL has right answer but in wrong order (and there is an 'order by' in
the query).
Actual results:
[AAAAAAAABLEIBAAA,Paula,Wakefield]
[AAAAAAAADFIEBAAA,John,Gray]
[AAAAAAAAOCLBBAAA,null,null]
[AAAAAAAAPKBCBAAA,Andrea,White]
[AAAAAAAAEJDLAAAA,Alice,Wright]
[AAAAAAAAFACEAAAA,Priscilla,Miller]
[AAAAAAAALFKKAAAA,Ignacio,Miller]
[AAAAAAAALJNCBAAA,George,Gamez]
[AAAAAAAALIOPAAAA,Derek,Allen]
[AAAAAAAAEADJAAAA,Ruth,Carroll]
[AAAAAAAAJGMMAAAA,Richard,Larson]
[AAAAAAAAPKIKAAAA,Wendy,Horvath]
[AAAAAAAAFJHFAAAA,Larissa,Roy]
[AAAAAAAAEPOGAAAA,Felisha,Mendes]
[AAAAAAAAEKJLAAAA,Aisha,Carlson]
[AAAAAAAAHNFHAAAA,Rebecca,Wilson]
[AAAAAAAAIBFCBAAA,Ruth,Grantham]
[AAAAAAAAOPDLAAAA,Ann,Pence]
[AAAAAAAANIPLAAAA,Eric,Lawrence]
[AAAAAAAAOCICAAAA,Zachary,Pennington]
[AAAAAAAAOFLCAAAA,James,Taylor]
[AAAAAAAAGEHIAAAA,Tyler,Miller]
[AAAAAAAACADPAAAA,Cristobal,Thomas]
[AAAAAAAAJIALAAAA,Santos,Gutierrez]
[AAAAAAAAPMMBBAAA,Paul,Jordan]
[AAAAAAAADIIOAAAA,David,Carroll]
[AAAAAAAADFKABAAA,Latoya,Craft]
[AAAAAAAAHMOIAAAA,Grace,Henderson]
[AAAAAAAAPPIBBAAA,Candice,Lee]
[AAAAAAAAJONHBAAA,Warren,Orozco]
[AAAAAAAAGNDAAAAA,Terry,Mcdowell]
[AAAAAAAACIJMAAAA,Elizabeth,Thomas]
[AAAAAAAADIJGBAAA,Ruth,Sanders]
[AAAAAAAANFBDBAAA,Vernice,Fernandez]
[AAAAAAAAIDKFAAAA,Michael,Mack]
[AAAAAAAAIMHBAAAA,Kathy,Knowles]
[AAAAAAAALHMCAAAA,Brooke,Nelson]
[AAAAAAAACFCGBAAA,Marcus,Sanders]
[AAAAAAAANJHCBAAA,Christopher,Schreiber]
[AAAAAAAAPDFBAAAA,Terrance,Banks]
[AAAAAAAAANFAAAAA,Philip,Banks]
[AAAAAAAAIADEBAAA,Diane,Aldridge]
[AAAAAAAAICHFAAAA,Linda,Mccoy]
[AAAAAAAACFENAAAA,Christopher,Dawson]
[AAAAAAAAKOJJAAAA,Gracie,Mendoza]
[AAAAAAAAFOJAAAAA,Don,Castillo]
[AAAAAAAAFGPGAAAA,Albert,Wadsworth]
[AAAAAAAAKJBKAAAA,Georgia,Scott]
[AAAAAAAAEKFPAAAA,Annika,Chin]
[AAAAAAAAIBAEBAAA,Sandra,Wilson]
[AAAAAAAAMFFLAAAA,Margret,Gray]
[AAAAAAAAKNAKAAAA,Gladys,Banks]
[AAAAAAAACJDIAAAA,James,Kerr]
[AAAAAAAAOBADBAAA,Elizabeth,Burnham]
[AAAAAAAAAMGDAAAA,Kenneth,Harlan]
[AAAAAAAAHJLAAAAA,Audrey,Beltran]
[AAAAAAAAAOPFBAAA,Jerry,Fields]
[AAAAAAAACNAGBAAA,Virginia,May]
[AAAAAAAAHGOABAAA,Sonia,White]
[AAAAAAAAKBCABAAA,Debra,Bell]
[AAAAAAAANJAGAAAA,Allen,Hood]
[AAAAAAAAMMOBBAAA,Margaret,Smith]
[AAAAAAAANGDBBAAA,Carlos,Jewell]
[AAAAAAAAFOGIAAAA,Michelle,Greene]
[AAAAAAAAJEKFBAAA,Norma,Burkholder]
[AAAAAAAAOCAJAAAA,Jenna,Staton]
[AAAAAAAAPFCLAAAA,Felicia,Neville]
[AAAAAAAADLHBBAAA,Henry,Bertrand]
[AAAAAAAADBEFBAAA,Bennie,Bowers]
[AAAAAAAADCKOAAAA,Robert,Gonzalez]
[AAAAAAAAKKGEAAAA,Katie,Dunbar]
[AAAAAAAAGFMDBAAA,Kathleen,Gibson]
[AAAAAAAAIJEMAAAA,Charlie,Cummings]
[AAAAAAAAKJBLAAAA,Kerry,Davis]
[AAAAAAAAJKBNAAAA,Julie,Kern]
[AAAAAAAAMDCAAAAA,Louann,Hamel]
[AAAAAAAAEOAKAAAA,Molly,Benjamin]
[AAAAAAAAIBHHAAAA,Jennifer,Ballard]
[AAAAAAAAPJENAAAA,Ashley,Norton]
[AAAAAAAAKLHHBAAA,Manuel,Castaneda]
[AAAAAAAAIMHHBAAA,Lillian,Davidson]
[AAAAAAAAGHPBBAAA,Nick,Mendez]
[AAAAAAAABNBBAAAA,Irma,Smith]
[AAAAAAAAFBAHAAAA,Michael,Williams]
[AAAAAAAAPEHEBAAA,Edith,Molina]
[AAAAAAAAFMHIAAAA,Emilio,Darling]
[AAAAAAAAKAECAAAA,Milton,Mackey]
[AAAAAAAAOCDJAAAA,Nina,Sanchez]
[AAAAAAAAFGIGAAAA,Eduardo,Miller]
[AAAAAAAAFHACBAAA,null,null]
[AAAAAAAAHMJNAAAA,Ryan,Baptiste]
[AAAAAAAAHHCABAAA,William,Stewart]
Expected results:
+------------------+---------------------+--------------------+
| CUSTOMER_ID | CUSTOMER_FIRST_NAME | CUSTOMER_LAST_NAME |
+------------------+---------------------+--------------------+
| AAAAAAAAAMGDAAAA | Kenneth | Harlan |
| AAAAAAAAANFAAAAA | Philip | Banks |
| AAAAAAAAAOPFBAAA | Jerry | Fields |
| AAAAAAAABLEIBAAA | Paula | Wakefield |
| AAAAAAAABNBBAAAA | Irma | Smith |
| AAAAAAAACADPAAAA | Cristobal | Thomas |
| AAAAAAAACFCGBAAA | Marcus | Sanders |
| AAAAAAAACFENAAAA | Christopher | Dawson |
| AAAAAAAACIJMAAAA | Elizabeth | Thomas |
| AAAAAAAACJDIAAAA | James | Kerr |
| AAAAAAAACNAGBAAA | Virginia | May |
| AAAAAAAADBEFBAAA | Bennie | Bowers |
| AAAAAAAADCKOAAAA | Robert | Gonzalez |
| AAAAAAAADFIEBAAA | John | Gray |
| AAAAAAAADFKABAAA | Latoya | Craft |
| AAAAAAAADIIOAAAA | David | Carroll |
| AAAAAAAADIJGBAAA | Ruth | Sanders |
| AAAAAAAADLHBBAAA | Henry | Bertrand |
| AAAAAAAAEADJAAAA | Ruth | Carroll |
| AAAAAAAAEJDLAAAA | Alice | Wright |
| AAAAAAAAEKFPAAAA | Annika | Chin |
| AAAAAAAAEKJLAAAA | Aisha | Carlson |
| AAAAAAAAEOAKAAAA | Molly | Benjamin |
| AAAAAAAAEPOGAAAA | Felisha | Mendes |
| AAAAAAAAFACEAAAA | Priscilla | Miller |
| AAAAAAAAFBAHAAAA | Michael | Williams |
| AAAAAAAAFGIGAAAA | Eduardo | Miller |
| AAAAAAAAFGPGAAAA | Albert | Wadsworth |
| AAAAAAAAFHACBAAA | [NULL] | [NULL] |
| AAAAAAAAFJHFAAAA | Larissa | Roy |
| AAAAAAAAFMHIAAAA | Emilio | Darling |
| AAAAAAAAFOGIAAAA | Michelle | Greene |
| AAAAAAAAFOJAAAAA | Don | Castillo |
| AAAAAAAAGEHIAAAA | Tyler | Miller |
| AAAAAAAAGFMDBAAA | Kathleen | Gibson |
| AAAAAAAAGHPBBAAA | Nick | Mendez |
| AAAAAAAAGNDAAAAA | Terry | Mcdowell |
| AAAAAAAAHGOABAAA | Sonia | White |
| AAAAAAAAHHCABAAA | William | Stewart |
| AAAAAAAAHJLAAAAA | Audrey | Beltran |
| AAAAAAAAHMJNAAAA | Ryan | Baptiste |
| AAAAAAAAHMOIAAAA | Grace | Henderson |
| AAAAAAAAHNFHAAAA | Rebecca | Wilson |
| AAAAAAAAIADEBAAA | Diane | Aldridge |
| AAAAAAAAIBAEBAAA | Sandra | Wilson |
| AAAAAAAAIBFCBAAA | Ruth | Grantham |
| AAAAAAAAIBHHAAAA | Jennifer | Ballard |
| AAAAAAAAICHFAAAA | Linda | Mccoy |
| AAAAAAAAIDKFAAAA | Michael | Mack |
| AAAAAAAAIJEMAAAA | Charlie | Cummings |
| AAAAAAAAIMHBAAAA | Kathy | Knowles |
| AAAAAAAAIMHHBAAA | Lillian | Davidson |
| AAAAAAAAJEKFBAAA | Norma | Burkholder |
| AAAAAAAAJGMMAAAA | Richard | Larson |
| AAAAAAAAJIALAAAA | Santos | Gutierrez |
| AAAAAAAAJKBNAAAA | Julie | Kern |
| AAAAAAAAJONHBAAA | Warren | Orozco |
| AAAAAAAAKAECAAAA | Milton | Mackey |
| AAAAAAAAKBCABAAA | Debra | Bell |
| AAAAAAAAKJBKAAAA | Georgia | Scott |
| AAAAAAAAKJBLAAAA | Kerry | Davis |
| AAAAAAAAKKGEAAAA | Katie | Dunbar |
| AAAAAAAAKLHHBAAA | Manuel | Castaneda |
| AAAAAAAAKNAKAAAA | Gladys | Banks |
| AAAAAAAAKOJJAAAA | Gracie | Mendoza |
| AAAAAAAALFKKAAAA | Ignacio | Miller |
| AAAAAAAALHMCAAAA | Brooke | Nelson |
| AAAAAAAALIOPAAAA | Derek | Allen |
| AAAAAAAALJNCBAAA | George | Gamez |
| AAAAAAAAMDCAAAAA | Louann | Hamel |
| AAAAAAAAMFFLAAAA | Margret | Gray |
| AAAAAAAAMMOBBAAA | Margaret | Smith |
| AAAAAAAANFBDBAAA | Vernice | Fernandez |
| AAAAAAAANGDBBAAA | Carlos | Jewell |
| AAAAAAAANIPLAAAA | Eric | Lawrence |
| AAAAAAAANJAGAAAA | Allen | Hood |
| AAAAAAAANJHCBAAA | Christopher | Schreiber |
| AAAAAAAAOBADBAAA | Elizabeth | Burnham |
| AAAAAAAAOCAJAAAA | Jenna | Staton |
| AAAAAAAAOCDJAAAA | Nina | Sanchez |
| AAAAAAAAOCICAAAA | Zachary | Pennington |
| AAAAAAAAOCLBBAAA | [NULL] | [NULL] |
| AAAAAAAAOFLCAAAA | James | Taylor |
| AAAAAAAAOPDLAAAA | Ann | Pence |
| AAAAAAAAPDFBAAAA | Terrance | Banks |
| AAAAAAAAPEHEBAAA | Edith | Molina |
| AAAAAAAAPFCLAAAA | Felicia | Neville |
| AAAAAAAAPJENAAAA | Ashley | Norton |
| AAAAAAAAPKBCBAAA | Andrea | White |
| AAAAAAAAPKIKAAAA | Wendy | Horvath |
| AAAAAAAAPMMBBAAA | Paul | Jordan |
| AAAAAAAAPPIBBAAA | Candice | Lee |
+------------------+---------------------+--------------------+
Query used:
-- start query 74 in stream 0 using template query74.tpl and seed QUALIFICATION
with year_total as (
select c_customer_id customer_id
,c_first_name customer_first_name
,c_last_name customer_last_name
,d_year as year
,sum(ss_net_paid) year_total
,'s' sale_type
from customer
,store_sales
,date_dim
where c_customer_sk = ss_customer_sk
and ss_sold_date_sk = d_date_sk
and d_year in (2001,2001+1)
group by c_customer_id
,c_first_name
,c_last_name
,d_year
union all
select c_customer_id customer_id
,c_first_name customer_first_name
,c_last_name customer_last_name
,d_year as year
,sum(ws_net_paid) year_total
,'w' sale_type
from customer
,web_sales
,date_dim
where c_customer_sk = ws_bill_customer_sk
and ws_sold_date_sk = d_date_sk
and d_year in (2001,2001+1)
group by c_customer_id
,c_first_name
,c_last_name
,d_year
)
select
t_s_secyear.customer_id, t_s_secyear.customer_first_name,
t_s_secyear.customer_last_name
from year_total t_s_firstyear
,year_total t_s_secyear
,year_total t_w_firstyear
,year_total t_w_secyear
where t_s_secyear.customer_id = t_s_firstyear.customer_id
and t_s_firstyear.customer_id = t_w_secyear.customer_id
and t_s_firstyear.customer_id = t_w_firstyear.customer_id
and t_s_firstyear.sale_type = 's'
and t_w_firstyear.sale_type = 'w'
and t_s_secyear.sale_type = 's'
and t_w_secyear.sale_type = 'w'
and t_s_firstyear.year = 2001
and t_s_secyear.year = 2001+1
and t_w_firstyear.year = 2001
and t_w_secyear.year = 2001+1
and t_s_firstyear.year_total > 0
and t_w_firstyear.year_total > 0
and case when t_w_firstyear.year_total > 0 then t_w_secyear.year_total
/ t_w_firstyear.year_total else null end
> case when t_s_firstyear.year_total > 0 then t_s_secyear.year_total
/ t_s_firstyear.year_total else null end
order by 1,1,1
limit 100;
-- end query 74 in stream 0 using template query74.tpl
was:
Testing Spark SQL using TPC queries. Query 66 returns wrong results compared to
official result set. This is at 1GB SF (validation run).
Aggregations slightly off -- eg. JAN_SALES column of "Doors canno" row -
SparkSQL returns 6355232.185385704, expected 6355232.31
Actual results:
[null,null,Fairview,Williamson County,TN,United
States,DHL,BARIAN,2001,9597806.850651741,1.1121820530080795E7,8670867.81564045,8994785.945689201,1.088724806326294E7,1.4187671518377304E7,9732598.460139751,1.9798897020946026E7,2.1007842467959404E7,2.149551364927292E7,3.479566905774999E7,3.3122997954660416E7,null,null,null,null,null,null,null,null,null,null,null,null,2.1913594697555542E7,3.2518476414670944E7,2.48856624883976E7,2.5698343830046654E7,3.373591080598068E7,3.552703167087555E7,2.5465193481492043E7,5.362323870799959E7,5.1409986978201866E7,5.415917383586836E7,9.222704311805725E7,8.343539111531019E7]
[Bad cards must make.,621234,Fairview,Williamson County,TN,United
States,DHL,BARIAN,2001,9506753.593884468,8008140.429557085,6116769.711647987,1.1973045160133362E7,7756254.925520897,5352978.574095726,1.373399613500309E7,1.6418794411203384E7,1.7212743279764652E7,1.704270732417488E7,3.43049358570323E7,3.532416421229005E7,15.30301560102066,12.890698882477594,9.846160563729589,19.273003667109915,12.485238936569628,8.61668642427125,22.107605403121994,26.429323590150222,27.707342611261865,27.433635834765774,55.22063482847413,56.86128610521969,3.0534943928382874E7,2.4481686250203133E7,2.217871080008793E7,2.569579825610423E7,2.995490355044937E7,1.8084140250833035E7,3.0805576178061485E7,4.7156887432252884E7,5.115858869637826E7,5.5759943171424866E7,8.625354428184557E7,8.345155532035494E7]
[Conventional childr,977787,Fairview,Williamson County,TN,United
States,DHL,BARIAN,2001,8860645.460736752,1.441581376543355E7,6761497.232810497,1.1820654735879421E7,8246260.600341797,6636877.482845306,1.1434492123092413E7,2.5673812070380323E7,2.3074206999911785E7,2.1834582007320404E7,2.6894900596512794E7,3.357509177109933E7,9.061938296108202,14.743306840276613,6.9151024024767125,12.08919195681618,8.43359606984118,6.787651587559771,11.694256645969329,26.257060147435304,23.598398219562938,22.330611889215547,27.505888906799534,34.337838170377935,2.3836085704864502E7,3.20733132298584E7,2.503790437837982E7,2.2659895963564873E7,2.175740087420273E7,2.4451608012176514E7,2.1933001734852314E7,5.59967034604629E7,5.737188052299309E7,6.208721474336243E7,8.284991027382469E7,8.897031933202875E7]
[Doors canno,294242,Fairview,Williamson County,TN,United
States,DHL,BARIAN,2001,6355232.185385704,1.0198920296742141E7,1.0246200903741479E7,1.2209716492156029E7,8566998.262890816,8806316.75278151,9789405.6993227,1.646658496404171E7,2.6443785668474197E7,2.701604788320923E7,3.366058958298761E7,2.7462468750599384E7,21.59865751791282,34.66167405313361,34.822360178837414,41.495491779406166,29.115484067165177,29.928823053070296,33.26991285854059,55.96272783641258,89.87087386734116,91.81574310672585,114.39763726112386,93.33293258813964,2.2645142994330406E7,2.448725452685547E7,2.4925759290207863E7,3.0503655031727314E7,2.6558160276379585E7,2.0976233452690125E7,2.9895796101181984E7,5.600219855566597E7,5.348815865275085E7,7.628723580410767E7,8.248374754962921E7,8.808826726185608E7]
[Important issues liv,138504,Fairview,Williamson County,TN,United
States,DHL,BARIAN,2001,1.1748784594717264E7,1.435130566355586E7,9896470.867572784,7990874.805492401,8879247.840401173,7362383.04259038,1.0011144724414349E7,1.7741201390372872E7,2.1346976135887742E7,1.8074978020030975E7,2.967512567988676E7,3.2545325348875403E7,84.8263197793368,103.6165429414014,71.45259969078715,57.694180713137534,64.10824120892663,53.156465102743454,72.28054586448297,128.09161750110374,154.12534032149065,130.5014874662896,214.25464737398747,234.97751219369408,2.7204167203903973E7,2.598037822457385E7,1.9943398915802002E7,2.5710421112384796E7,1.948448105346489E7,2.6346611484448195E7,2.5075158296625137E7,5.409477817043829E7,4.106673223178029E7,5.454705814340496E7,7.246596285337901E7,9.277032812079096E7]
Expected results:
+----------------------+-------------------+----------+-------------------+---------+---------------+---------------+------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+
| W_WAREHOUSE_NAME | W_WAREHOUSE_SQ_FT | W_CITY | W_COUNTY |
W_STATE | W_COUNTRY | SHIP_CARRIERS | YEAR | JAN_SALES |
FEB_SALES | MAR_SALES | APR_SALES | MAY_SALES | JUN_SALES |
JUL_SALES | AUG_SALES | SEP_SALES | OCT_SALES |
NOV_SALES | DEC_SALES | JAN_SALES_PER_SQ_FOOT | FEB_SALES_PER_SQ_FOOT |
MAR_SALES_PER_SQ_FOOT | APR_SALES_PER_SQ_FOOT | MAY_SALES_PER_SQ_FOOT |
JUN_SALES_PER_SQ_FOOT | JUL_SALES_PER_SQ_FOOT | AUG_SALES_PER_SQ_FOOT |
SEP_SALES_PER_SQ_FOOT | OCT_SALES_PER_SQ_FOOT | NOV_SALES_PER_SQ_FOOT |
DEC_SALES_PER_SQ_FOOT | JAN_NET | FEB_NET | MAR_NET |
APR_NET | MAY_NET | JUN_NET | JUL_NET | AUG_NET |
SEP_NET | OCT_NET | NOV_NET | DEC_NET |
+----------------------+-------------------+----------+-------------------+---------+---------------+---------------+------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+
| Bad cards must make. | 621234 | Fairview | Williamson County | TN
| United States | DHL,BARIAN | 2001 | 9506753.46000 | 8008140.33000 |
6116769.63000 | 11973045.15000 | 7756254.92000 | 5352978.49000 |
13733996.10000 | 16418794.37000 | 17212743.32000 | 17042707.41000 |
34304935.61000 | 35324164.21000 | 15.30302 | 12.89070
| 9.84616 | 19.27300 | 12.48524 |
8.61669 | 22.10761 | 26.42932 |
27.70734 | 27.43364 | 55.22063 |
56.86129 | 30534943.77000 | 24481685.94000 | 22178710.81000 | 25695798.18000 |
29954903.78000 | 18084140.05000 | 30805576.13000 | 47156887.22000 |
51158588.86000 | 55759942.80000 | 86253544.16000 | 83451555.63000 |
| Conventional childr | 977787 | Fairview | Williamson County | TN
| United States | DHL,BARIAN | 2001 | 8860645.55000 | 14415813.74000 |
6761497.23000 | 11820654.76000 | 8246260.69000 | 6636877.49000 |
11434492.25000 | 25673812.14000 | 23074206.96000 | 21834581.94000 |
26894900.53000 | 33575091.74000 | 9.06194 | 14.74331
| 6.91510 | 12.08919 | 8.43360 |
6.78765 | 11.69426 | 26.25706 |
23.59840 | 22.33061 | 27.50589 |
34.33784 | 23836085.83000 | 32073313.37000 | 25037904.18000 | 22659895.86000 |
21757401.03000 | 24451608.10000 | 21933001.85000 | 55996703.43000 |
57371880.44000 | 62087214.51000 | 82849910.15000 | 88970319.31000 |
| Doors canno | 294242 | Fairview | Williamson County | TN
| United States | DHL,BARIAN | 2001 | 6355232.31000 | 10198920.36000 |
10246200.97000 | 12209716.50000 | 8566998.28000 | 8806316.81000 |
9789405.60000 | 16466584.88000 | 26443785.61000 | 27016047.80000 |
33660589.67000 | 27462468.62000 | 21.59866 | 34.66167
| 34.82236 | 41.49549 | 29.11548 |
29.92882 | 33.26991 | 55.96273 |
89.87087 | 91.81574 | 114.39764 |
93.33293 | 22645143.09000 | 24487254.60000 | 24925759.42000 | 30503655.27000 |
26558160.29000 | 20976233.52000 | 29895796.09000 | 56002198.38000 |
53488158.53000 | 76287235.46000 | 82483747.59000 | 88088266.69000 |
| Important issues liv | 138504 | Fairview | Williamson County | TN
| United States | DHL,BARIAN | 2001 | 11748784.55000 | 14351305.77000 |
9896470.93000 | 7990874.78000 | 8879247.90000 | 7362383.09000 |
10011144.75000 | 17741201.32000 | 21346976.05000 | 18074978.16000 |
29675125.64000 | 32545325.29000 | 84.82632 | 103.61654
| 71.45260 | 57.69418 | 64.10824 |
53.15647 | 72.28055 | 128.09162 |
154.12534 | 130.50149 | 214.25465 |
234.97751 | 27204167.15000 | 25980378.13000 | 19943398.93000 | 25710421.13000 |
19484481.03000 | 26346611.48000 | 25075158.43000 | 54094778.13000 |
41066732.11000 | 54547058.28000 | 72465962.92000 | 92770328.27000 |
| [NULL] | [NULL] | Fairview | Williamson County | TN
| United States | DHL,BARIAN | 2001 | 9597806.95000 | 11121820.57000 |
8670867.91000 | 8994786.04000 | 10887248.09000 | 14187671.36000 |
9732598.41000 | 19798897.07000 | 21007842.34000 | 21495513.67000 |
34795669.17000 | 33122997.94000 | [NULL] | [NULL]
| [NULL] | [NULL] | [NULL] |
[NULL] | [NULL] | [NULL] |
[NULL] | [NULL] | [NULL] | [NULL]
| 21913594.59000 | 32518476.51000 | 24885662.72000 | 25698343.86000 |
33735910.61000 | 35527031.58000 | 25465193.48000 | 53623238.66000 |
51409986.76000 | 54159173.90000 | 92227043.25000 | 83435390.84000 |
+----------------------+-------------------+----------+-------------------+---------+---------------+---------------+------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+-----------------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+----------------+
Query used:
-- start query 66 in stream 0 using template query66.tpl and seed QUALIFICATION
select
w_warehouse_name
,w_warehouse_sq_ft
,w_city
,w_county
,w_state
,w_country
,ship_carriers
,year
,sum(jan_sales) as jan_sales
,sum(feb_sales) as feb_sales
,sum(mar_sales) as mar_sales
,sum(apr_sales) as apr_sales
,sum(may_sales) as may_sales
,sum(jun_sales) as jun_sales
,sum(jul_sales) as jul_sales
,sum(aug_sales) as aug_sales
,sum(sep_sales) as sep_sales
,sum(oct_sales) as oct_sales
,sum(nov_sales) as nov_sales
,sum(dec_sales) as dec_sales
,sum(jan_sales/w_warehouse_sq_ft) as jan_sales_per_sq_foot
,sum(feb_sales/w_warehouse_sq_ft) as feb_sales_per_sq_foot
,sum(mar_sales/w_warehouse_sq_ft) as mar_sales_per_sq_foot
,sum(apr_sales/w_warehouse_sq_ft) as apr_sales_per_sq_foot
,sum(may_sales/w_warehouse_sq_ft) as may_sales_per_sq_foot
,sum(jun_sales/w_warehouse_sq_ft) as jun_sales_per_sq_foot
,sum(jul_sales/w_warehouse_sq_ft) as jul_sales_per_sq_foot
,sum(aug_sales/w_warehouse_sq_ft) as aug_sales_per_sq_foot
,sum(sep_sales/w_warehouse_sq_ft) as sep_sales_per_sq_foot
,sum(oct_sales/w_warehouse_sq_ft) as oct_sales_per_sq_foot
,sum(nov_sales/w_warehouse_sq_ft) as nov_sales_per_sq_foot
,sum(dec_sales/w_warehouse_sq_ft) as dec_sales_per_sq_foot
,sum(jan_net) as jan_net
,sum(feb_net) as feb_net
,sum(mar_net) as mar_net
,sum(apr_net) as apr_net
,sum(may_net) as may_net
,sum(jun_net) as jun_net
,sum(jul_net) as jul_net
,sum(aug_net) as aug_net
,sum(sep_net) as sep_net
,sum(oct_net) as oct_net
,sum(nov_net) as nov_net
,sum(dec_net) as dec_net
from (
select
w_warehouse_name
,w_warehouse_sq_ft
,w_city
,w_county
,w_state
,w_country
,concat('DHL', ',', 'BARIAN') as ship_carriers
,d_year as year
,sum(case when d_moy = 1
then ws_ext_sales_price* ws_quantity else 0 end) as jan_sales
,sum(case when d_moy = 2
then ws_ext_sales_price* ws_quantity else 0 end) as feb_sales
,sum(case when d_moy = 3
then ws_ext_sales_price* ws_quantity else 0 end) as mar_sales
,sum(case when d_moy = 4
then ws_ext_sales_price* ws_quantity else 0 end) as apr_sales
,sum(case when d_moy = 5
then ws_ext_sales_price* ws_quantity else 0 end) as may_sales
,sum(case when d_moy = 6
then ws_ext_sales_price* ws_quantity else 0 end) as jun_sales
,sum(case when d_moy = 7
then ws_ext_sales_price* ws_quantity else 0 end) as jul_sales
,sum(case when d_moy = 8
then ws_ext_sales_price* ws_quantity else 0 end) as aug_sales
,sum(case when d_moy = 9
then ws_ext_sales_price* ws_quantity else 0 end) as sep_sales
,sum(case when d_moy = 10
then ws_ext_sales_price* ws_quantity else 0 end) as oct_sales
,sum(case when d_moy = 11
then ws_ext_sales_price* ws_quantity else 0 end) as nov_sales
,sum(case when d_moy = 12
then ws_ext_sales_price* ws_quantity else 0 end) as dec_sales
,sum(case when d_moy = 1
then ws_net_paid * ws_quantity else 0 end) as jan_net
,sum(case when d_moy = 2
then ws_net_paid * ws_quantity else 0 end) as feb_net
,sum(case when d_moy = 3
then ws_net_paid * ws_quantity else 0 end) as mar_net
,sum(case when d_moy = 4
then ws_net_paid * ws_quantity else 0 end) as apr_net
,sum(case when d_moy = 5
then ws_net_paid * ws_quantity else 0 end) as may_net
,sum(case when d_moy = 6
then ws_net_paid * ws_quantity else 0 end) as jun_net
,sum(case when d_moy = 7
then ws_net_paid * ws_quantity else 0 end) as jul_net
,sum(case when d_moy = 8
then ws_net_paid * ws_quantity else 0 end) as aug_net
,sum(case when d_moy = 9
then ws_net_paid * ws_quantity else 0 end) as sep_net
,sum(case when d_moy = 10
then ws_net_paid * ws_quantity else 0 end) as oct_net
,sum(case when d_moy = 11
then ws_net_paid * ws_quantity else 0 end) as nov_net
,sum(case when d_moy = 12
then ws_net_paid * ws_quantity else 0 end) as dec_net
from
web_sales
,warehouse
,date_dim
,time_dim
,ship_mode
where
ws_warehouse_sk = w_warehouse_sk
and ws_sold_date_sk = d_date_sk
and ws_sold_time_sk = t_time_sk
and ws_ship_mode_sk = sm_ship_mode_sk
and d_year = 2001
and t_time between 30838 and 30838+28800
and sm_carrier in ('DHL','BARIAN')
group by
w_warehouse_name
,w_warehouse_sq_ft
,w_city
,w_county
,w_state
,w_country
,d_year
union all
select
w_warehouse_name
,w_warehouse_sq_ft
,w_city
,w_county
,w_state
,w_country
,concat('DHL', ',', 'BARIAN') as ship_carriers
,d_year as year
,sum(case when d_moy = 1
then cs_sales_price* cs_quantity else 0 end) as jan_sales
,sum(case when d_moy = 2
then cs_sales_price* cs_quantity else 0 end) as feb_sales
,sum(case when d_moy = 3
then cs_sales_price* cs_quantity else 0 end) as mar_sales
,sum(case when d_moy = 4
then cs_sales_price* cs_quantity else 0 end) as apr_sales
,sum(case when d_moy = 5
then cs_sales_price* cs_quantity else 0 end) as may_sales
,sum(case when d_moy = 6
then cs_sales_price* cs_quantity else 0 end) as jun_sales
,sum(case when d_moy = 7
then cs_sales_price* cs_quantity else 0 end) as jul_sales
,sum(case when d_moy = 8
then cs_sales_price* cs_quantity else 0 end) as aug_sales
,sum(case when d_moy = 9
then cs_sales_price* cs_quantity else 0 end) as sep_sales
,sum(case when d_moy = 10
then cs_sales_price* cs_quantity else 0 end) as oct_sales
,sum(case when d_moy = 11
then cs_sales_price* cs_quantity else 0 end) as nov_sales
,sum(case when d_moy = 12
then cs_sales_price* cs_quantity else 0 end) as dec_sales
,sum(case when d_moy = 1
then cs_net_paid_inc_tax * cs_quantity else 0 end) as jan_net
,sum(case when d_moy = 2
then cs_net_paid_inc_tax * cs_quantity else 0 end) as feb_net
,sum(case when d_moy = 3
then cs_net_paid_inc_tax * cs_quantity else 0 end) as mar_net
,sum(case when d_moy = 4
then cs_net_paid_inc_tax * cs_quantity else 0 end) as apr_net
,sum(case when d_moy = 5
then cs_net_paid_inc_tax * cs_quantity else 0 end) as may_net
,sum(case when d_moy = 6
then cs_net_paid_inc_tax * cs_quantity else 0 end) as jun_net
,sum(case when d_moy = 7
then cs_net_paid_inc_tax * cs_quantity else 0 end) as jul_net
,sum(case when d_moy = 8
then cs_net_paid_inc_tax * cs_quantity else 0 end) as aug_net
,sum(case when d_moy = 9
then cs_net_paid_inc_tax * cs_quantity else 0 end) as sep_net
,sum(case when d_moy = 10
then cs_net_paid_inc_tax * cs_quantity else 0 end) as oct_net
,sum(case when d_moy = 11
then cs_net_paid_inc_tax * cs_quantity else 0 end) as nov_net
,sum(case when d_moy = 12
then cs_net_paid_inc_tax * cs_quantity else 0 end) as dec_net
from
catalog_sales
,warehouse
,date_dim
,time_dim
,ship_mode
where
cs_warehouse_sk = w_warehouse_sk
and cs_sold_date_sk = d_date_sk
and cs_sold_time_sk = t_time_sk
and cs_ship_mode_sk = sm_ship_mode_sk
and d_year = 2001
and t_time between 30838 and 30838+28800
and sm_carrier in ('DHL','BARIAN')
group by
w_warehouse_name
,w_warehouse_sq_ft
,w_city
,w_county
,w_state
,w_country
,d_year
) x
group by
w_warehouse_name
,w_warehouse_sq_ft
,w_city
,w_county
,w_state
,w_country
,ship_carriers
,year
order by w_warehouse_name
limit 100;
> TPCDS query 74 returns wrong results compared to TPC official result set
> -------------------------------------------------------------------------
>
> Key: SPARK-13864
> URL: https://issues.apache.org/jira/browse/SPARK-13864
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 1.6.0
> Reporter: JESSE CHEN
>
> Testing Spark SQL using TPC queries. Query 74 returns wrong results compared
> to official result set. This is at 1GB SF (validation run).
> Spark SQL has right answer but in wrong order (and there is an 'order by' in
> the query).
> Actual results:
> [AAAAAAAABLEIBAAA,Paula,Wakefield]
> [AAAAAAAADFIEBAAA,John,Gray]
> [AAAAAAAAOCLBBAAA,null,null]
> [AAAAAAAAPKBCBAAA,Andrea,White]
> [AAAAAAAAEJDLAAAA,Alice,Wright]
> [AAAAAAAAFACEAAAA,Priscilla,Miller]
> [AAAAAAAALFKKAAAA,Ignacio,Miller]
> [AAAAAAAALJNCBAAA,George,Gamez]
> [AAAAAAAALIOPAAAA,Derek,Allen]
> [AAAAAAAAEADJAAAA,Ruth,Carroll]
> [AAAAAAAAJGMMAAAA,Richard,Larson]
> [AAAAAAAAPKIKAAAA,Wendy,Horvath]
> [AAAAAAAAFJHFAAAA,Larissa,Roy]
> [AAAAAAAAEPOGAAAA,Felisha,Mendes]
> [AAAAAAAAEKJLAAAA,Aisha,Carlson]
> [AAAAAAAAHNFHAAAA,Rebecca,Wilson]
> [AAAAAAAAIBFCBAAA,Ruth,Grantham]
> [AAAAAAAAOPDLAAAA,Ann,Pence]
> [AAAAAAAANIPLAAAA,Eric,Lawrence]
> [AAAAAAAAOCICAAAA,Zachary,Pennington]
> [AAAAAAAAOFLCAAAA,James,Taylor]
> [AAAAAAAAGEHIAAAA,Tyler,Miller]
> [AAAAAAAACADPAAAA,Cristobal,Thomas]
> [AAAAAAAAJIALAAAA,Santos,Gutierrez]
> [AAAAAAAAPMMBBAAA,Paul,Jordan]
> [AAAAAAAADIIOAAAA,David,Carroll]
> [AAAAAAAADFKABAAA,Latoya,Craft]
> [AAAAAAAAHMOIAAAA,Grace,Henderson]
> [AAAAAAAAPPIBBAAA,Candice,Lee]
> [AAAAAAAAJONHBAAA,Warren,Orozco]
> [AAAAAAAAGNDAAAAA,Terry,Mcdowell]
> [AAAAAAAACIJMAAAA,Elizabeth,Thomas]
> [AAAAAAAADIJGBAAA,Ruth,Sanders]
> [AAAAAAAANFBDBAAA,Vernice,Fernandez]
> [AAAAAAAAIDKFAAAA,Michael,Mack]
> [AAAAAAAAIMHBAAAA,Kathy,Knowles]
> [AAAAAAAALHMCAAAA,Brooke,Nelson]
> [AAAAAAAACFCGBAAA,Marcus,Sanders]
> [AAAAAAAANJHCBAAA,Christopher,Schreiber]
> [AAAAAAAAPDFBAAAA,Terrance,Banks]
> [AAAAAAAAANFAAAAA,Philip,Banks]
> [AAAAAAAAIADEBAAA,Diane,Aldridge]
> [AAAAAAAAICHFAAAA,Linda,Mccoy]
> [AAAAAAAACFENAAAA,Christopher,Dawson]
> [AAAAAAAAKOJJAAAA,Gracie,Mendoza]
> [AAAAAAAAFOJAAAAA,Don,Castillo]
> [AAAAAAAAFGPGAAAA,Albert,Wadsworth]
> [AAAAAAAAKJBKAAAA,Georgia,Scott]
> [AAAAAAAAEKFPAAAA,Annika,Chin]
> [AAAAAAAAIBAEBAAA,Sandra,Wilson]
> [AAAAAAAAMFFLAAAA,Margret,Gray]
> [AAAAAAAAKNAKAAAA,Gladys,Banks]
> [AAAAAAAACJDIAAAA,James,Kerr]
> [AAAAAAAAOBADBAAA,Elizabeth,Burnham]
> [AAAAAAAAAMGDAAAA,Kenneth,Harlan]
> [AAAAAAAAHJLAAAAA,Audrey,Beltran]
> [AAAAAAAAAOPFBAAA,Jerry,Fields]
> [AAAAAAAACNAGBAAA,Virginia,May]
> [AAAAAAAAHGOABAAA,Sonia,White]
> [AAAAAAAAKBCABAAA,Debra,Bell]
> [AAAAAAAANJAGAAAA,Allen,Hood]
> [AAAAAAAAMMOBBAAA,Margaret,Smith]
> [AAAAAAAANGDBBAAA,Carlos,Jewell]
> [AAAAAAAAFOGIAAAA,Michelle,Greene]
> [AAAAAAAAJEKFBAAA,Norma,Burkholder]
> [AAAAAAAAOCAJAAAA,Jenna,Staton]
> [AAAAAAAAPFCLAAAA,Felicia,Neville]
> [AAAAAAAADLHBBAAA,Henry,Bertrand]
> [AAAAAAAADBEFBAAA,Bennie,Bowers]
> [AAAAAAAADCKOAAAA,Robert,Gonzalez]
> [AAAAAAAAKKGEAAAA,Katie,Dunbar]
> [AAAAAAAAGFMDBAAA,Kathleen,Gibson]
> [AAAAAAAAIJEMAAAA,Charlie,Cummings]
> [AAAAAAAAKJBLAAAA,Kerry,Davis]
> [AAAAAAAAJKBNAAAA,Julie,Kern]
> [AAAAAAAAMDCAAAAA,Louann,Hamel]
> [AAAAAAAAEOAKAAAA,Molly,Benjamin]
> [AAAAAAAAIBHHAAAA,Jennifer,Ballard]
> [AAAAAAAAPJENAAAA,Ashley,Norton]
> [AAAAAAAAKLHHBAAA,Manuel,Castaneda]
> [AAAAAAAAIMHHBAAA,Lillian,Davidson]
> [AAAAAAAAGHPBBAAA,Nick,Mendez]
> [AAAAAAAABNBBAAAA,Irma,Smith]
> [AAAAAAAAFBAHAAAA,Michael,Williams]
> [AAAAAAAAPEHEBAAA,Edith,Molina]
> [AAAAAAAAFMHIAAAA,Emilio,Darling]
> [AAAAAAAAKAECAAAA,Milton,Mackey]
> [AAAAAAAAOCDJAAAA,Nina,Sanchez]
> [AAAAAAAAFGIGAAAA,Eduardo,Miller]
> [AAAAAAAAFHACBAAA,null,null]
> [AAAAAAAAHMJNAAAA,Ryan,Baptiste]
> [AAAAAAAAHHCABAAA,William,Stewart]
> Expected results:
> +------------------+---------------------+--------------------+
> | CUSTOMER_ID | CUSTOMER_FIRST_NAME | CUSTOMER_LAST_NAME |
> +------------------+---------------------+--------------------+
> | AAAAAAAAAMGDAAAA | Kenneth | Harlan |
> | AAAAAAAAANFAAAAA | Philip | Banks |
> | AAAAAAAAAOPFBAAA | Jerry | Fields |
> | AAAAAAAABLEIBAAA | Paula | Wakefield |
> | AAAAAAAABNBBAAAA | Irma | Smith |
> | AAAAAAAACADPAAAA | Cristobal | Thomas |
> | AAAAAAAACFCGBAAA | Marcus | Sanders |
> | AAAAAAAACFENAAAA | Christopher | Dawson |
> | AAAAAAAACIJMAAAA | Elizabeth | Thomas |
> | AAAAAAAACJDIAAAA | James | Kerr |
> | AAAAAAAACNAGBAAA | Virginia | May |
> | AAAAAAAADBEFBAAA | Bennie | Bowers |
> | AAAAAAAADCKOAAAA | Robert | Gonzalez |
> | AAAAAAAADFIEBAAA | John | Gray |
> | AAAAAAAADFKABAAA | Latoya | Craft |
> | AAAAAAAADIIOAAAA | David | Carroll |
> | AAAAAAAADIJGBAAA | Ruth | Sanders |
> | AAAAAAAADLHBBAAA | Henry | Bertrand |
> | AAAAAAAAEADJAAAA | Ruth | Carroll |
> | AAAAAAAAEJDLAAAA | Alice | Wright |
> | AAAAAAAAEKFPAAAA | Annika | Chin |
> | AAAAAAAAEKJLAAAA | Aisha | Carlson |
> | AAAAAAAAEOAKAAAA | Molly | Benjamin |
> | AAAAAAAAEPOGAAAA | Felisha | Mendes |
> | AAAAAAAAFACEAAAA | Priscilla | Miller |
> | AAAAAAAAFBAHAAAA | Michael | Williams |
> | AAAAAAAAFGIGAAAA | Eduardo | Miller |
> | AAAAAAAAFGPGAAAA | Albert | Wadsworth |
> | AAAAAAAAFHACBAAA | [NULL] | [NULL] |
> | AAAAAAAAFJHFAAAA | Larissa | Roy |
> | AAAAAAAAFMHIAAAA | Emilio | Darling |
> | AAAAAAAAFOGIAAAA | Michelle | Greene |
> | AAAAAAAAFOJAAAAA | Don | Castillo |
> | AAAAAAAAGEHIAAAA | Tyler | Miller |
> | AAAAAAAAGFMDBAAA | Kathleen | Gibson |
> | AAAAAAAAGHPBBAAA | Nick | Mendez |
> | AAAAAAAAGNDAAAAA | Terry | Mcdowell |
> | AAAAAAAAHGOABAAA | Sonia | White |
> | AAAAAAAAHHCABAAA | William | Stewart |
> | AAAAAAAAHJLAAAAA | Audrey | Beltran |
> | AAAAAAAAHMJNAAAA | Ryan | Baptiste |
> | AAAAAAAAHMOIAAAA | Grace | Henderson |
> | AAAAAAAAHNFHAAAA | Rebecca | Wilson |
> | AAAAAAAAIADEBAAA | Diane | Aldridge |
> | AAAAAAAAIBAEBAAA | Sandra | Wilson |
> | AAAAAAAAIBFCBAAA | Ruth | Grantham |
> | AAAAAAAAIBHHAAAA | Jennifer | Ballard |
> | AAAAAAAAICHFAAAA | Linda | Mccoy |
> | AAAAAAAAIDKFAAAA | Michael | Mack |
> | AAAAAAAAIJEMAAAA | Charlie | Cummings |
> | AAAAAAAAIMHBAAAA | Kathy | Knowles |
> | AAAAAAAAIMHHBAAA | Lillian | Davidson |
> | AAAAAAAAJEKFBAAA | Norma | Burkholder |
> | AAAAAAAAJGMMAAAA | Richard | Larson |
> | AAAAAAAAJIALAAAA | Santos | Gutierrez |
> | AAAAAAAAJKBNAAAA | Julie | Kern |
> | AAAAAAAAJONHBAAA | Warren | Orozco |
> | AAAAAAAAKAECAAAA | Milton | Mackey |
> | AAAAAAAAKBCABAAA | Debra | Bell |
> | AAAAAAAAKJBKAAAA | Georgia | Scott |
> | AAAAAAAAKJBLAAAA | Kerry | Davis |
> | AAAAAAAAKKGEAAAA | Katie | Dunbar |
> | AAAAAAAAKLHHBAAA | Manuel | Castaneda |
> | AAAAAAAAKNAKAAAA | Gladys | Banks |
> | AAAAAAAAKOJJAAAA | Gracie | Mendoza |
> | AAAAAAAALFKKAAAA | Ignacio | Miller |
> | AAAAAAAALHMCAAAA | Brooke | Nelson |
> | AAAAAAAALIOPAAAA | Derek | Allen |
> | AAAAAAAALJNCBAAA | George | Gamez |
> | AAAAAAAAMDCAAAAA | Louann | Hamel |
> | AAAAAAAAMFFLAAAA | Margret | Gray |
> | AAAAAAAAMMOBBAAA | Margaret | Smith |
> | AAAAAAAANFBDBAAA | Vernice | Fernandez |
> | AAAAAAAANGDBBAAA | Carlos | Jewell |
> | AAAAAAAANIPLAAAA | Eric | Lawrence |
> | AAAAAAAANJAGAAAA | Allen | Hood |
> | AAAAAAAANJHCBAAA | Christopher | Schreiber |
> | AAAAAAAAOBADBAAA | Elizabeth | Burnham |
> | AAAAAAAAOCAJAAAA | Jenna | Staton |
> | AAAAAAAAOCDJAAAA | Nina | Sanchez |
> | AAAAAAAAOCICAAAA | Zachary | Pennington |
> | AAAAAAAAOCLBBAAA | [NULL] | [NULL] |
> | AAAAAAAAOFLCAAAA | James | Taylor |
> | AAAAAAAAOPDLAAAA | Ann | Pence |
> | AAAAAAAAPDFBAAAA | Terrance | Banks |
> | AAAAAAAAPEHEBAAA | Edith | Molina |
> | AAAAAAAAPFCLAAAA | Felicia | Neville |
> | AAAAAAAAPJENAAAA | Ashley | Norton |
> | AAAAAAAAPKBCBAAA | Andrea | White |
> | AAAAAAAAPKIKAAAA | Wendy | Horvath |
> | AAAAAAAAPMMBBAAA | Paul | Jordan |
> | AAAAAAAAPPIBBAAA | Candice | Lee |
> +------------------+---------------------+--------------------+
> Query used:
> -- start query 74 in stream 0 using template query74.tpl and seed
> QUALIFICATION
> with year_total as (
> select c_customer_id customer_id
> ,c_first_name customer_first_name
> ,c_last_name customer_last_name
> ,d_year as year
> ,sum(ss_net_paid) year_total
> ,'s' sale_type
> from customer
> ,store_sales
> ,date_dim
> where c_customer_sk = ss_customer_sk
> and ss_sold_date_sk = d_date_sk
> and d_year in (2001,2001+1)
> group by c_customer_id
> ,c_first_name
> ,c_last_name
> ,d_year
> union all
> select c_customer_id customer_id
> ,c_first_name customer_first_name
> ,c_last_name customer_last_name
> ,d_year as year
> ,sum(ws_net_paid) year_total
> ,'w' sale_type
> from customer
> ,web_sales
> ,date_dim
> where c_customer_sk = ws_bill_customer_sk
> and ws_sold_date_sk = d_date_sk
> and d_year in (2001,2001+1)
> group by c_customer_id
> ,c_first_name
> ,c_last_name
> ,d_year
> )
> select
> t_s_secyear.customer_id, t_s_secyear.customer_first_name,
> t_s_secyear.customer_last_name
> from year_total t_s_firstyear
> ,year_total t_s_secyear
> ,year_total t_w_firstyear
> ,year_total t_w_secyear
> where t_s_secyear.customer_id = t_s_firstyear.customer_id
> and t_s_firstyear.customer_id = t_w_secyear.customer_id
> and t_s_firstyear.customer_id = t_w_firstyear.customer_id
> and t_s_firstyear.sale_type = 's'
> and t_w_firstyear.sale_type = 'w'
> and t_s_secyear.sale_type = 's'
> and t_w_secyear.sale_type = 'w'
> and t_s_firstyear.year = 2001
> and t_s_secyear.year = 2001+1
> and t_w_firstyear.year = 2001
> and t_w_secyear.year = 2001+1
> and t_s_firstyear.year_total > 0
> and t_w_firstyear.year_total > 0
> and case when t_w_firstyear.year_total > 0 then
> t_w_secyear.year_total / t_w_firstyear.year_total else null end
> > case when t_s_firstyear.year_total > 0 then
> t_s_secyear.year_total / t_s_firstyear.year_total else null end
> order by 1,1,1
> limit 100;
> -- end query 74 in stream 0 using template query74.tpl
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