testdata/workloads/functional-planner/queries/PlannerTest/tpcds-all.test

# TPCDS-Q3
select
  dt.d_year,
  item.i_brand_id brand_id,
  item.i_brand brand,
  sum(ss_ext_sales_price) sum_agg
from
  date_dim dt,
  store_sales,
  item
where
  dt.d_date_sk = store_sales.ss_sold_date_sk
  and store_sales.ss_item_sk = item.i_item_sk
  and item.i_manufact_id = 436
  and dt.d_moy = 12
group by
  dt.d_year,
  item.i_brand,
  item.i_brand_id
order by
  dt.d_year,
  sum_agg desc,
  brand_id
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=29.88MB Threads=4
Per-Host Resource Estimates: Memory=214MB
PLAN-ROOT SINK
|
06:TOP-N [LIMIT=100]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  row-size=52B cardinality=100
|
05:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=3.04K
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=72B cardinality=3.04K
|
|--00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_moy = 12
|     row-size=12B cardinality=6.09K
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=60B cardinality=3.04K
|
|--02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manufact_id = 436
|     row-size=44B cardinality=19
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=34.81MB Threads=9
Per-Host Resource Estimates: Memory=235MB
PLAN-ROOT SINK
|
12:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  row-size=52B cardinality=100
|
11:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=3.04K
|
10:EXCHANGE [HASH(dt.d_year,item.i_brand,item.i_brand_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=3.04K
|
04:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=72B cardinality=3.04K
|
|--09:EXCHANGE [HASH(dt.d_date_sk)]
|  |
|  00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_moy = 12
|     row-size=12B cardinality=6.09K
|
08:EXCHANGE [HASH(store_sales.ss_sold_date_sk)]
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=60B cardinality=3.04K
|
|--07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manufact_id = 436
|     row-size=44B cardinality=19
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=69.62MB Threads=11
Per-Host Resource Estimates: Memory=167MB
PLAN-ROOT SINK
|
12:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  row-size=52B cardinality=100
|
11:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=3.04K
|
10:EXCHANGE [HASH(dt.d_year,item.i_brand,item.i_brand_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=3.04K
|
04:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=72B cardinality=3.04K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: dt.d_date_sk
|  |
|  09:EXCHANGE [HASH(dt.d_date_sk)]
|  |
|  00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_moy = 12
|     row-size=12B cardinality=6.09K
|
08:EXCHANGE [HASH(store_sales.ss_sold_date_sk)]
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=60B cardinality=3.04K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: item.i_item_sk
|  |
|  07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manufact_id = 436
|     row-size=44B cardinality=19
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
====
# TPCDS-Q7
select
  i_item_id,
  avg(ss_quantity) agg1,
  avg(ss_list_price) agg2,
  avg(ss_coupon_amt) agg3,
  avg(ss_sales_price) agg4
from
  store_sales,
  customer_demographics,
  date_dim,
  item,
  promotion
where
  ss_sold_date_sk = d_date_sk
  and ss_item_sk = i_item_sk
  and ss_cdemo_sk = cd_demo_sk
  and ss_promo_sk = p_promo_sk
  and cd_gender = 'F'
  and cd_marital_status = 'W'
  and cd_education_status = 'Primary'
  and (p_channel_email = 'N'
    or p_channel_event = 'N')
  and d_year = 1998
group by
  i_item_id
order by
  i_item_id
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=50.38MB Threads=6
Per-Host Resource Estimates: Memory=434MB
PLAN-ROOT SINK
|
10:TOP-N [LIMIT=100]
|  order by: i_item_id ASC
|  row-size=60B cardinality=100
|
09:AGGREGATE [FINALIZE]
|  output: avg(ss_quantity), avg(ss_list_price), avg(ss_coupon_amt), avg(ss_sales_price)
|  group by: i_item_id
|  row-size=60B cardinality=8.85K
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF000 <- i_item_sk
|  row-size=162B cardinality=261.60K
|
|--03:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=36B cardinality=18.00K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: ss_promo_sk = p_promo_sk
|  runtime filters: RF002 <- p_promo_sk
|  row-size=126B cardinality=261.60K
|
|--04:SCAN HDFS [tpcds.promotion]
|     HDFS partitions=1/1 files=1 size=36.36KB
|     predicates: (p_channel_email = 'N' OR p_channel_event = 'N')
|     row-size=30B cardinality=300
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: ss_cdemo_sk = cd_demo_sk
|  runtime filters: RF004 <- cd_demo_sk
|  row-size=96B cardinality=263.34K
|
|--01:SCAN HDFS [tpcds.customer_demographics]
|     HDFS partitions=1/1 files=1 size=76.92MB
|     predicates: cd_marital_status = 'W', cd_gender = 'F', cd_education_status = 'Primary'
|     row-size=52B cardinality=97.40K
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=44B cardinality=589.03K
|
|--02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=8B cardinality=373
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_item_sk, RF002 -> ss_promo_sk, RF004 -> ss_cdemo_sk, RF006 -> ss_sold_date_sk
   row-size=36B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=54.31MB Threads=12
Per-Host Resource Estimates: Memory=460MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_item_id ASC
|  limit: 100
|
10:TOP-N [LIMIT=100]
|  order by: i_item_id ASC
|  row-size=60B cardinality=100
|
16:AGGREGATE [FINALIZE]
|  output: avg:merge(ss_quantity), avg:merge(ss_list_price), avg:merge(ss_coupon_amt), avg:merge(ss_sales_price)
|  group by: i_item_id
|  row-size=60B cardinality=8.85K
|
15:EXCHANGE [HASH(i_item_id)]
|
09:AGGREGATE [STREAMING]
|  output: avg(ss_quantity), avg(ss_list_price), avg(ss_coupon_amt), avg(ss_sales_price)
|  group by: i_item_id
|  row-size=60B cardinality=8.85K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF000 <- i_item_sk
|  row-size=162B cardinality=261.60K
|
|--14:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=36B cardinality=18.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_promo_sk = p_promo_sk
|  runtime filters: RF002 <- p_promo_sk
|  row-size=126B cardinality=261.60K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.promotion]
|     HDFS partitions=1/1 files=1 size=36.36KB
|     predicates: (p_channel_email = 'N' OR p_channel_event = 'N')
|     row-size=30B cardinality=300
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_cdemo_sk = cd_demo_sk
|  runtime filters: RF004 <- cd_demo_sk
|  row-size=96B cardinality=263.34K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.customer_demographics]
|     HDFS partitions=1/1 files=1 size=76.92MB
|     predicates: cd_marital_status = 'W', cd_gender = 'F', cd_education_status = 'Primary'
|     row-size=52B cardinality=97.40K
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=44B cardinality=589.03K
|
|--11:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=8B cardinality=373
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_item_sk, RF002 -> ss_promo_sk, RF004 -> ss_cdemo_sk, RF006 -> ss_sold_date_sk
   row-size=36B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=101.50MB Threads=15
Per-Host Resource Estimates: Memory=408MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_item_id ASC
|  limit: 100
|
10:TOP-N [LIMIT=100]
|  order by: i_item_id ASC
|  row-size=60B cardinality=100
|
17:AGGREGATE [FINALIZE]
|  output: avg:merge(ss_quantity), avg:merge(ss_list_price), avg:merge(ss_coupon_amt), avg:merge(ss_sales_price)
|  group by: i_item_id
|  row-size=60B cardinality=8.85K
|
16:EXCHANGE [HASH(i_item_id)]
|
09:AGGREGATE [STREAMING]
|  output: avg(ss_quantity), avg(ss_list_price), avg(ss_coupon_amt), avg(ss_sales_price)
|  group by: i_item_id
|  row-size=60B cardinality=8.85K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF000 <- i_item_sk
|  row-size=162B cardinality=261.60K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=36B cardinality=18.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_promo_sk = p_promo_sk
|  runtime filters: RF002 <- p_promo_sk
|  row-size=126B cardinality=261.60K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: p_promo_sk
|  |
|  14:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.promotion]
|     HDFS partitions=1/1 files=1 size=36.36KB
|     predicates: (p_channel_email = 'N' OR p_channel_event = 'N')
|     row-size=30B cardinality=300
|
06:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_cdemo_sk = cd_demo_sk
|  runtime filters: RF004 <- cd_demo_sk
|  row-size=96B cardinality=263.34K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: cd_demo_sk
|  |
|  13:EXCHANGE [HASH(cd_demo_sk)]
|  |
|  01:SCAN HDFS [tpcds.customer_demographics]
|     HDFS partitions=1/1 files=1 size=76.92MB
|     predicates: cd_marital_status = 'W', cd_gender = 'F', cd_education_status = 'Primary'
|     row-size=52B cardinality=97.40K
|
12:EXCHANGE [HASH(ss_cdemo_sk)]
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=44B cardinality=589.03K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  11:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=8B cardinality=373
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_item_sk, RF002 -> ss_promo_sk, RF004 -> ss_cdemo_sk, RF006 -> ss_sold_date_sk
   row-size=36B cardinality=2.88M
====
# TPCDS-Q8
select
  s_store_name,
  sum(ss_net_profit)
from
  store_sales
  join store on (store_sales.ss_store_sk = store.s_store_sk)
  join
  (select
    a.ca_zip
  from
    (select
      substr(ca_zip, 1, 5) ca_zip,
      count( *) cnt
    from
      customer_address
      join  customer on (customer_address.ca_address_sk = customer.c_current_addr_sk)
    where
      c_preferred_cust_flag = 'Y'
    group by
      ca_zip
    having
      count(*) > 10
    ) a
    left semi join
    (select
      substr(ca_zip, 1, 5) ca_zip
    from
      customer_address
    where
      substr(ca_zip, 1, 5) in ('89436', '30868', '65085', '22977', '83927', '77557', '58429', '40697', '80614', '10502', '32779',
      '91137', '61265', '98294', '17921', '18427', '21203', '59362', '87291', '84093', '21505', '17184', '10866', '67898', '25797',
      '28055', '18377', '80332', '74535', '21757', '29742', '90885', '29898', '17819', '40811', '25990', '47513', '89531', '91068',
      '10391', '18846', '99223', '82637', '41368', '83658', '86199', '81625', '26696', '89338', '88425', '32200', '81427', '19053',
      '77471', '36610', '99823', '43276', '41249', '48584', '83550', '82276', '18842', '78890', '14090', '38123', '40936', '34425',
      '19850', '43286', '80072', '79188', '54191', '11395', '50497', '84861', '90733', '21068', '57666', '37119', '25004', '57835',
      '70067', '62878', '95806', '19303', '18840', '19124', '29785', '16737', '16022', '49613', '89977', '68310', '60069', '98360',
      '48649', '39050', '41793', '25002', '27413', '39736', '47208', '16515', '94808', '57648', '15009', '80015', '42961', '63982',
      '21744', '71853', '81087', '67468', '34175', '64008', '20261', '11201', '51799', '48043', '45645', '61163', '48375', '36447',
      '57042', '21218', '41100', '89951', '22745', '35851', '83326', '61125', '78298', '80752', '49858', '52940', '96976', '63792',
      '11376', '53582', '18717', '90226', '50530', '94203', '99447', '27670', '96577', '57856', '56372', '16165', '23427', '54561',
      '28806', '44439', '22926', '30123', '61451', '92397', '56979', '92309', '70873', '13355', '21801', '46346', '37562', '56458',
      '28286', '47306', '99555', '69399', '26234', '47546', '49661', '88601', '35943', '39936', '25632', '24611', '44166', '56648',
      '30379', '59785', '11110', '14329', '93815', '52226', '71381', '13842', '25612', '63294', '14664', '21077', '82626', '18799',
      '60915', '81020', '56447', '76619', '11433', '13414', '42548', '92713', '70467', '30884', '47484', '16072', '38936', '13036',
      '88376', '45539', '35901', '19506', '65690', '73957', '71850', '49231', '14276', '20005', '18384', '76615', '11635', '38177',
      '55607', '41369', '95447', '58581', '58149', '91946', '33790', '76232', '75692', '95464', '22246', '51061', '56692', '53121',
      '77209', '15482', '10688', '14868', '45907', '73520', '72666', '25734', '17959', '24677', '66446', '94627', '53535', '15560',
      '41967', '69297', '11929', '59403', '33283', '52232', '57350', '43933', '40921', '36635', '10827', '71286', '19736', '80619',
      '25251', '95042', '15526', '36496', '55854', '49124', '81980', '35375', '49157', '63512', '28944', '14946', '36503', '54010',
      '18767', '23969', '43905', '66979', '33113', '21286', '58471', '59080', '13395', '79144', '70373', '67031', '38360', '26705',
      '50906', '52406', '26066', '73146', '15884', '31897', '30045', '61068', '45550', '92454', '13376', '14354', '19770', '22928',
      '97790', '50723', '46081', '30202', '14410', '20223', '88500', '67298', '13261', '14172', '81410', '93578', '83583', '46047',
      '94167', '82564', '21156', '15799', '86709', '37931', '74703', '83103', '23054', '70470', '72008', '49247', '91911', '69998',
      '20961', '70070', '63197', '54853', '88191', '91830', '49521', '19454', '81450', '89091', '62378', '25683', '61869', '51744',
      '36580', '85778', '36871', '48121', '28810', '83712', '45486', '67393', '26935', '42393', '20132', '55349', '86057', '21309',
      '80218', '10094', '11357', '48819', '39734', '40758', '30432', '21204', '29467', '30214', '61024', '55307', '74621', '11622',
      '68908', '33032', '52868', '99194', '99900', '84936', '69036', '99149', '45013', '32895', '59004', '32322', '14933', '32936',
      '33562', '72550', '27385', '58049', '58200', '16808', '21360', '32961', '18586', '79307', '15492')
    ) b
  on (a.ca_zip = b.ca_zip)
  ) v1 on (substr(store.s_zip, 1, 2) = substr(v1.ca_zip, 1, 2))
where
  ss_sold_date_sk between 2452276 and 2452366
group by
  s_store_name
order by
  s_store_name
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=32.38MB Threads=6
Per-Host Resource Estimates: Memory=280MB
PLAN-ROOT SINK
|
11:TOP-N [LIMIT=100]
|  order by: s_store_name ASC
|  row-size=32B cardinality=8
|
10:AGGREGATE [FINALIZE]
|  output: sum(ss_net_profit)
|  group by: s_store_name
|  row-size=32B cardinality=8
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: substr(store.s_zip, 1, 2) = substr(substr(ca_zip, 1, 5), 1, 2)
|  runtime filters: RF000 <- substr(substr(ca_zip, 1, 5), 1, 2)
|  row-size=65B cardinality=84.40K
|
|--07:HASH JOIN [RIGHT SEMI JOIN]
|  |  hash predicates: substr(ca_zip, 1, 5) = substr(ca_zip, 1, 5)
|  |  runtime filters: RF004 <- substr(ca_zip, 1, 5)
|  |  row-size=20B cardinality=396
|  |
|  |--05:AGGREGATE [FINALIZE]
|  |  |  output: count(*)
|  |  |  group by: substr(ca_zip, 1, 5)
|  |  |  having: count(*) > 10
|  |  |  row-size=20B cardinality=396
|  |  |
|  |  04:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: customer_address.ca_address_sk = customer.c_current_addr_sk
|  |  |  runtime filters: RF006 <- customer.c_current_addr_sk
|  |  |  row-size=38B cardinality=51.30K
|  |  |
|  |  |--03:SCAN HDFS [tpcds.customer]
|  |  |     HDFS partitions=1/1 files=1 size=12.60MB
|  |  |     predicates: c_preferred_cust_flag = 'Y'
|  |  |     row-size=17B cardinality=50.00K
|  |  |
|  |  02:SCAN HDFS [tpcds.customer_address]
|  |     HDFS partitions=1/1 files=1 size=5.25MB
|  |     runtime filters: RF006 -> customer_address.ca_address_sk
|  |     row-size=21B cardinality=50.00K
|  |
|  06:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     predicates: substr(ca_zip, 1, 5) IN ('89436', '30868', '65085', '22977', '83927', '77557', '58429', '40697', '80614', '10502', '32779', '91137', '61265', '98294', '17921', '18427', '21203', '59362', '87291', '84093', '21505', '17184', '10866', '67898', '25797', '28055', '18377', '80332', '74535', '21757', '29742', '90885', '29898', '17819', '40811', '25990', '47513', '89531', '91068', '10391', '18846', '99223', '82637', '41368', '83658', '86199', '81625', '26696', '89338', '88425', '32200', '81427', '19053', '77471', '36610', '99823', '43276', '41249', '48584', '83550', '82276', '18842', '78890', '14090', '38123', '40936', '34425', '19850', '43286', '80072', '79188', '54191', '11395', '50497', '84861', '90733', '21068', '57666', '37119', '25004', '57835', '70067', '62878', '95806', '19303', '18840', '19124', '29785', '16737', '16022', '49613', '89977', '68310', '60069', '98360', '48649', '39050', '41793', '25002', '27413', '39736', '47208', '16515', '94808', '57648', '15009', '80015', '42961', '63982', '21744', '71853', '81087', '67468', '34175', '64008', '20261', '11201', '51799', '48043', '45645', '61163', '48375', '36447', '57042', '21218', '41100', '89951', '22745', '35851', '83326', '61125', '78298', '80752', '49858', '52940', '96976', '63792', '11376', '53582', '18717', '90226', '50530', '94203', '99447', '27670', '96577', '57856', '56372', '16165', '23427', '54561', '28806', '44439', '22926', '30123', '61451', '92397', '56979', '92309', '70873', '13355', '21801', '46346', '37562', '56458', '28286', '47306', '99555', '69399', '26234', '47546', '49661', '88601', '35943', '39936', '25632', '24611', '44166', '56648', '30379', '59785', '11110', '14329', '93815', '52226', '71381', '13842', '25612', '63294', '14664', '21077', '82626', '18799', '60915', '81020', '56447', '76619', '11433', '13414', '42548', '92713', '70467', '30884', '47484', '16072', '38936', '13036', '88376', '45539', '35901', '19506', '65690', '73957', '71850', '49231', '14276', '20005', '18384', '76615', '11635', '38177', '55607', '41369', '95447', '58581', '58149', '91946', '33790', '76232', '75692', '95464', '22246', '51061', '56692', '53121', '77209', '15482', '10688', '14868', '45907', '73520', '72666', '25734', '17959', '24677', '66446', '94627', '53535', '15560', '41967', '69297', '11929', '59403', '33283', '52232', '57350', '43933', '40921', '36635', '10827', '71286', '19736', '80619', '25251', '95042', '15526', '36496', '55854', '49124', '81980', '35375', '49157', '63512', '28944', '14946', '36503', '54010', '18767', '23969', '43905', '66979', '33113', '21286', '58471', '59080', '13395', '79144', '70373', '67031', '38360', '26705', '50906', '52406', '26066', '73146', '15884', '31897', '30045', '61068', '45550', '92454', '13376', '14354', '19770', '22928', '97790', '50723', '46081', '30202', '14410', '20223', '88500', '67298', '13261', '14172', '81410', '93578', '83583', '46047', '94167', '82564', '21156', '15799', '86709', '37931', '74703', '83103', '23054', '70470', '72008', '49247', '91911', '69998', '20961', '70070', '63197', '54853', '88191', '91830', '49521', '19454', '81450', '89091', '62378', '25683', '61869', '51744', '36580', '85778', '36871', '48121', '28810', '83712', '45486', '67393', '26935', '42393', '20132', '55349', '86057', '21309', '80218', '10094', '11357', '48819', '39734', '40758', '30432', '21204', '29467', '30214', '61024', '55307', '74621', '11622', '68908', '33032', '52868', '99194', '99900', '84936', '69036', '99149', '45013', '32895', '59004', '32322', '14933', '32936', '33562', '72550', '27385', '58049', '58200', '16808', '21360', '32961', '18586', '79307', '15492')
|     runtime filters: RF004 -> substr(ca_zip, 1, 5)
|     row-size=17B cardinality=5.00K
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF002 <- store.s_store_sk
|  row-size=45B cardinality=84.40K
|
|--01:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF000 -> substr(store.s_zip, 1, 2)
|     row-size=37B cardinality=12
|
00:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2452276, ss_sold_date_sk <= 2452366
   HDFS partitions=90/1824 files=90 size=10.32MB
   runtime filters: RF002 -> store_sales.ss_store_sk
   row-size=8B cardinality=84.40K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=46.13MB Threads=13
Per-Host Resource Estimates: Memory=327MB
PLAN-ROOT SINK
|
20:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name ASC
|  limit: 100
|
11:TOP-N [LIMIT=100]
|  order by: s_store_name ASC
|  row-size=32B cardinality=8
|
19:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_net_profit)
|  group by: s_store_name
|  row-size=32B cardinality=8
|
18:EXCHANGE [HASH(s_store_name)]
|
10:AGGREGATE [STREAMING]
|  output: sum(ss_net_profit)
|  group by: s_store_name
|  row-size=32B cardinality=8
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: substr(store.s_zip, 1, 2) = substr(substr(ca_zip, 1, 5), 1, 2)
|  runtime filters: RF000 <- substr(substr(ca_zip, 1, 5), 1, 2)
|  row-size=65B cardinality=84.40K
|
|--17:EXCHANGE [BROADCAST]
|  |
|  07:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  |  hash predicates: substr(ca_zip, 1, 5) = substr(ca_zip, 1, 5)
|  |  runtime filters: RF004 <- substr(ca_zip, 1, 5)
|  |  row-size=20B cardinality=396
|  |
|  |--15:AGGREGATE [FINALIZE]
|  |  |  output: count:merge(*)
|  |  |  group by: substr(ca_zip, 1, 5)
|  |  |  having: count(*) > 10
|  |  |  row-size=20B cardinality=396
|  |  |
|  |  14:EXCHANGE [HASH(substr(ca_zip, 1, 5))]
|  |  |
|  |  05:AGGREGATE [STREAMING]
|  |  |  output: count(*)
|  |  |  group by: substr(ca_zip, 1, 5)
|  |  |  row-size=20B cardinality=3.96K
|  |  |
|  |  04:HASH JOIN [INNER JOIN, BROADCAST]
|  |  |  hash predicates: customer_address.ca_address_sk = customer.c_current_addr_sk
|  |  |  runtime filters: RF006 <- customer.c_current_addr_sk
|  |  |  row-size=38B cardinality=51.30K
|  |  |
|  |  |--13:EXCHANGE [BROADCAST]
|  |  |  |
|  |  |  03:SCAN HDFS [tpcds.customer]
|  |  |     HDFS partitions=1/1 files=1 size=12.60MB
|  |  |     predicates: c_preferred_cust_flag = 'Y'
|  |  |     row-size=17B cardinality=50.00K
|  |  |
|  |  02:SCAN HDFS [tpcds.customer_address]
|  |     HDFS partitions=1/1 files=1 size=5.25MB
|  |     runtime filters: RF006 -> customer_address.ca_address_sk
|  |     row-size=21B cardinality=50.00K
|  |
|  16:EXCHANGE [HASH(substr(ca_zip, 1, 5))]
|  |
|  06:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     predicates: substr(ca_zip, 1, 5) IN ('89436', '30868', '65085', '22977', '83927', '77557', '58429', '40697', '80614', '10502', '32779', '91137', '61265', '98294', '17921', '18427', '21203', '59362', '87291', '84093', '21505', '17184', '10866', '67898', '25797', '28055', '18377', '80332', '74535', '21757', '29742', '90885', '29898', '17819', '40811', '25990', '47513', '89531', '91068', '10391', '18846', '99223', '82637', '41368', '83658', '86199', '81625', '26696', '89338', '88425', '32200', '81427', '19053', '77471', '36610', '99823', '43276', '41249', '48584', '83550', '82276', '18842', '78890', '14090', '38123', '40936', '34425', '19850', '43286', '80072', '79188', '54191', '11395', '50497', '84861', '90733', '21068', '57666', '37119', '25004', '57835', '70067', '62878', '95806', '19303', '18840', '19124', '29785', '16737', '16022', '49613', '89977', '68310', '60069', '98360', '48649', '39050', '41793', '25002', '27413', '39736', '47208', '16515', '94808', '57648', '15009', '80015', '42961', '63982', '21744', '71853', '81087', '67468', '34175', '64008', '20261', '11201', '51799', '48043', '45645', '61163', '48375', '36447', '57042', '21218', '41100', '89951', '22745', '35851', '83326', '61125', '78298', '80752', '49858', '52940', '96976', '63792', '11376', '53582', '18717', '90226', '50530', '94203', '99447', '27670', '96577', '57856', '56372', '16165', '23427', '54561', '28806', '44439', '22926', '30123', '61451', '92397', '56979', '92309', '70873', '13355', '21801', '46346', '37562', '56458', '28286', '47306', '99555', '69399', '26234', '47546', '49661', '88601', '35943', '39936', '25632', '24611', '44166', '56648', '30379', '59785', '11110', '14329', '93815', '52226', '71381', '13842', '25612', '63294', '14664', '21077', '82626', '18799', '60915', '81020', '56447', '76619', '11433', '13414', '42548', '92713', '70467', '30884', '47484', '16072', '38936', '13036', '88376', '45539', '35901', '19506', '65690', '73957', '71850', '49231', '14276', '20005', '18384', '76615', '11635', '38177', '55607', '41369', '95447', '58581', '58149', '91946', '33790', '76232', '75692', '95464', '22246', '51061', '56692', '53121', '77209', '15482', '10688', '14868', '45907', '73520', '72666', '25734', '17959', '24677', '66446', '94627', '53535', '15560', '41967', '69297', '11929', '59403', '33283', '52232', '57350', '43933', '40921', '36635', '10827', '71286', '19736', '80619', '25251', '95042', '15526', '36496', '55854', '49124', '81980', '35375', '49157', '63512', '28944', '14946', '36503', '54010', '18767', '23969', '43905', '66979', '33113', '21286', '58471', '59080', '13395', '79144', '70373', '67031', '38360', '26705', '50906', '52406', '26066', '73146', '15884', '31897', '30045', '61068', '45550', '92454', '13376', '14354', '19770', '22928', '97790', '50723', '46081', '30202', '14410', '20223', '88500', '67298', '13261', '14172', '81410', '93578', '83583', '46047', '94167', '82564', '21156', '15799', '86709', '37931', '74703', '83103', '23054', '70470', '72008', '49247', '91911', '69998', '20961', '70070', '63197', '54853', '88191', '91830', '49521', '19454', '81450', '89091', '62378', '25683', '61869', '51744', '36580', '85778', '36871', '48121', '28810', '83712', '45486', '67393', '26935', '42393', '20132', '55349', '86057', '21309', '80218', '10094', '11357', '48819', '39734', '40758', '30432', '21204', '29467', '30214', '61024', '55307', '74621', '11622', '68908', '33032', '52868', '99194', '99900', '84936', '69036', '99149', '45013', '32895', '59004', '32322', '14933', '32936', '33562', '72550', '27385', '58049', '58200', '16808', '21360', '32961', '18586', '79307', '15492')
|     runtime filters: RF004 -> substr(ca_zip, 1, 5)
|     row-size=17B cardinality=5.00K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF002 <- store.s_store_sk
|  row-size=45B cardinality=84.40K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF000 -> substr(store.s_zip, 1, 2)
|     row-size=37B cardinality=12
|
00:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2452276, ss_sold_date_sk <= 2452366
   HDFS partitions=90/1824 files=90 size=10.32MB
   runtime filters: RF002 -> store_sales.ss_store_sk
   row-size=8B cardinality=84.40K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=94.27MB Threads=17
Per-Host Resource Estimates: Memory=288MB
PLAN-ROOT SINK
|
21:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name ASC
|  limit: 100
|
11:TOP-N [LIMIT=100]
|  order by: s_store_name ASC
|  row-size=32B cardinality=8
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_net_profit)
|  group by: s_store_name
|  row-size=32B cardinality=8
|
19:EXCHANGE [HASH(s_store_name)]
|
10:AGGREGATE [STREAMING]
|  output: sum(ss_net_profit)
|  group by: s_store_name
|  row-size=32B cardinality=8
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: substr(store.s_zip, 1, 2) = substr(substr(ca_zip, 1, 5), 1, 2)
|  runtime filters: RF000 <- substr(substr(ca_zip, 1, 5), 1, 2)
|  row-size=65B cardinality=84.40K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: substr(substr(ca_zip, 1, 5), 1, 2)
|  |
|  18:EXCHANGE [BROADCAST]
|  |
|  07:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  |  hash predicates: substr(ca_zip, 1, 5) = substr(ca_zip, 1, 5)
|  |  runtime filters: RF004 <- substr(ca_zip, 1, 5)
|  |  row-size=20B cardinality=396
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: substr(ca_zip, 1, 5)
|  |  |
|  |  16:AGGREGATE [FINALIZE]
|  |  |  output: count:merge(*)
|  |  |  group by: substr(ca_zip, 1, 5)
|  |  |  having: count(*) > 10
|  |  |  row-size=20B cardinality=396
|  |  |
|  |  15:EXCHANGE [HASH(substr(ca_zip, 1, 5))]
|  |  |
|  |  05:AGGREGATE [STREAMING]
|  |  |  output: count(*)
|  |  |  group by: substr(ca_zip, 1, 5)
|  |  |  row-size=20B cardinality=3.96K
|  |  |
|  |  04:HASH JOIN [INNER JOIN, PARTITIONED]
|  |  |  hash predicates: customer_address.ca_address_sk = customer.c_current_addr_sk
|  |  |  runtime filters: RF006 <- customer.c_current_addr_sk
|  |  |  row-size=38B cardinality=51.30K
|  |  |
|  |  |--JOIN BUILD
|  |  |  |  join-table-id=02 plan-id=03 cohort-id=03
|  |  |  |  build expressions: customer.c_current_addr_sk
|  |  |  |
|  |  |  14:EXCHANGE [HASH(customer.c_current_addr_sk)]
|  |  |  |
|  |  |  03:SCAN HDFS [tpcds.customer]
|  |  |     HDFS partitions=1/1 files=1 size=12.60MB
|  |  |     predicates: c_preferred_cust_flag = 'Y'
|  |  |     row-size=17B cardinality=50.00K
|  |  |
|  |  13:EXCHANGE [HASH(customer_address.ca_address_sk)]
|  |  |
|  |  02:SCAN HDFS [tpcds.customer_address]
|  |     HDFS partitions=1/1 files=1 size=5.25MB
|  |     runtime filters: RF006 -> customer_address.ca_address_sk
|  |     row-size=21B cardinality=50.00K
|  |
|  17:EXCHANGE [HASH(substr(ca_zip, 1, 5))]
|  |
|  06:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     predicates: substr(ca_zip, 1, 5) IN ('89436', '30868', '65085', '22977', '83927', '77557', '58429', '40697', '80614', '10502', '32779', '91137', '61265', '98294', '17921', '18427', '21203', '59362', '87291', '84093', '21505', '17184', '10866', '67898', '25797', '28055', '18377', '80332', '74535', '21757', '29742', '90885', '29898', '17819', '40811', '25990', '47513', '89531', '91068', '10391', '18846', '99223', '82637', '41368', '83658', '86199', '81625', '26696', '89338', '88425', '32200', '81427', '19053', '77471', '36610', '99823', '43276', '41249', '48584', '83550', '82276', '18842', '78890', '14090', '38123', '40936', '34425', '19850', '43286', '80072', '79188', '54191', '11395', '50497', '84861', '90733', '21068', '57666', '37119', '25004', '57835', '70067', '62878', '95806', '19303', '18840', '19124', '29785', '16737', '16022', '49613', '89977', '68310', '60069', '98360', '48649', '39050', '41793', '25002', '27413', '39736', '47208', '16515', '94808', '57648', '15009', '80015', '42961', '63982', '21744', '71853', '81087', '67468', '34175', '64008', '20261', '11201', '51799', '48043', '45645', '61163', '48375', '36447', '57042', '21218', '41100', '89951', '22745', '35851', '83326', '61125', '78298', '80752', '49858', '52940', '96976', '63792', '11376', '53582', '18717', '90226', '50530', '94203', '99447', '27670', '96577', '57856', '56372', '16165', '23427', '54561', '28806', '44439', '22926', '30123', '61451', '92397', '56979', '92309', '70873', '13355', '21801', '46346', '37562', '56458', '28286', '47306', '99555', '69399', '26234', '47546', '49661', '88601', '35943', '39936', '25632', '24611', '44166', '56648', '30379', '59785', '11110', '14329', '93815', '52226', '71381', '13842', '25612', '63294', '14664', '21077', '82626', '18799', '60915', '81020', '56447', '76619', '11433', '13414', '42548', '92713', '70467', '30884', '47484', '16072', '38936', '13036', '88376', '45539', '35901', '19506', '65690', '73957', '71850', '49231', '14276', '20005', '18384', '76615', '11635', '38177', '55607', '41369', '95447', '58581', '58149', '91946', '33790', '76232', '75692', '95464', '22246', '51061', '56692', '53121', '77209', '15482', '10688', '14868', '45907', '73520', '72666', '25734', '17959', '24677', '66446', '94627', '53535', '15560', '41967', '69297', '11929', '59403', '33283', '52232', '57350', '43933', '40921', '36635', '10827', '71286', '19736', '80619', '25251', '95042', '15526', '36496', '55854', '49124', '81980', '35375', '49157', '63512', '28944', '14946', '36503', '54010', '18767', '23969', '43905', '66979', '33113', '21286', '58471', '59080', '13395', '79144', '70373', '67031', '38360', '26705', '50906', '52406', '26066', '73146', '15884', '31897', '30045', '61068', '45550', '92454', '13376', '14354', '19770', '22928', '97790', '50723', '46081', '30202', '14410', '20223', '88500', '67298', '13261', '14172', '81410', '93578', '83583', '46047', '94167', '82564', '21156', '15799', '86709', '37931', '74703', '83103', '23054', '70470', '72008', '49247', '91911', '69998', '20961', '70070', '63197', '54853', '88191', '91830', '49521', '19454', '81450', '89091', '62378', '25683', '61869', '51744', '36580', '85778', '36871', '48121', '28810', '83712', '45486', '67393', '26935', '42393', '20132', '55349', '86057', '21309', '80218', '10094', '11357', '48819', '39734', '40758', '30432', '21204', '29467', '30214', '61024', '55307', '74621', '11622', '68908', '33032', '52868', '99194', '99900', '84936', '69036', '99149', '45013', '32895', '59004', '32322', '14933', '32936', '33562', '72550', '27385', '58049', '58200', '16808', '21360', '32961', '18586', '79307', '15492')
|     runtime filters: RF004 -> substr(ca_zip, 1, 5)
|     row-size=17B cardinality=5.00K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF002 <- store.s_store_sk
|  row-size=45B cardinality=84.40K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: store.s_store_sk
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF000 -> substr(store.s_zip, 1, 2)
|     row-size=37B cardinality=12
|
00:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2452276, ss_sold_date_sk <= 2452366
   HDFS partitions=90/1824 files=90 size=10.32MB
   runtime filters: RF002 -> store_sales.ss_store_sk
   row-size=8B cardinality=84.40K
====
# TPCDS-Q19
select
  i_brand_id brand_id,
  i_brand brand,
  i_manufact_id,
  i_manufact,
  sum(ss_ext_sales_price) ext_price
from
  date_dim,
  store_sales,
  item,
  customer,
  customer_address,
  store
where
  d_date_sk = ss_sold_date_sk
  and ss_item_sk = i_item_sk
  and i_manager_id = 7
  and d_moy = 11
  and d_year = 1999
  and ss_customer_sk = c_customer_sk
  and c_current_addr_sk = ca_address_sk
  and substr(ca_zip, 1, 5) <> substr(s_zip, 1, 5)
  and ss_store_sk = s_store_sk
  and ss_sold_date_sk between 2451484 and 2451513
group by
  i_brand,
  i_brand_id,
  i_manufact_id,
  i_manufact
order by
  ext_price desc,
  i_brand,
  i_brand_id,
  i_manufact_id,
  i_manufact
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=43.32MB Threads=7
Per-Host Resource Estimates: Memory=331MB
PLAN-ROOT SINK
|
12:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, i_brand ASC, i_brand_id ASC, i_manufact_id ASC, i_manufact ASC
|  row-size=76B cardinality=24
|
11:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price)
|  group by: i_brand, i_brand_id, i_manufact_id, i_manufact
|  row-size=76B cardinality=24
|
10:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  other predicates: substr(ca_zip, 1, 5) != substr(s_zip, 1, 5)
|  runtime filters: RF000 <- s_store_sk
|  row-size=158B cardinality=24
|
|--05:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=21B cardinality=12
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: ca_address_sk = c_current_addr_sk
|  runtime filters: RF002 <- c_current_addr_sk
|  row-size=137B cardinality=24
|
|--08:HASH JOIN [INNER JOIN]
|  |  hash predicates: c_customer_sk = ss_customer_sk
|  |  runtime filters: RF004 <- ss_customer_sk
|  |  row-size=116B cardinality=24
|  |
|  |--07:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  |  runtime filters: RF006 <- d_date_sk
|  |  |  row-size=108B cardinality=24
|  |  |
|  |  |--00:SCAN HDFS [tpcds.date_dim]
|  |  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |  |     predicates: d_year = 1999, d_moy = 11, tpcds.date_dim.d_date_sk <= 2451513, tpcds.date_dim.d_date_sk >= 2451484
|  |  |     row-size=12B cardinality=50
|  |  |
|  |  06:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: ss_item_sk = i_item_sk
|  |  |  runtime filters: RF008 <- i_item_sk
|  |  |  row-size=96B cardinality=873
|  |  |
|  |  |--02:SCAN HDFS [tpcds.item]
|  |  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |  |     predicates: i_manager_id = 7
|  |  |     row-size=72B cardinality=182
|  |  |
|  |  01:SCAN HDFS [tpcds.store_sales]
|  |     partition predicates: ss_sold_date_sk >= 2451484, ss_sold_date_sk <= 2451513
|  |     HDFS partitions=30/1824 files=30 size=10.55MB
|  |     runtime filters: RF000 -> ss_store_sk, RF006 -> ss_sold_date_sk, RF008 -> ss_item_sk
|  |     row-size=24B cardinality=86.28K
|  |
|  03:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF004 -> c_customer_sk
|     row-size=8B cardinality=100.00K
|
04:SCAN HDFS [tpcds.customer_address]
   HDFS partitions=1/1 files=1 size=5.25MB
   runtime filters: RF002 -> ca_address_sk
   row-size=21B cardinality=50.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=54.13MB Threads=16
Per-Host Resource Estimates: Memory=360MB
PLAN-ROOT SINK
|
22:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(ss_ext_sales_price) DESC, i_brand ASC, i_brand_id ASC, i_manufact_id ASC, i_manufact ASC
|  limit: 100
|
12:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, i_brand ASC, i_brand_id ASC, i_manufact_id ASC, i_manufact ASC
|  row-size=76B cardinality=24
|
21:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: i_brand, i_brand_id, i_manufact_id, i_manufact
|  row-size=76B cardinality=24
|
20:EXCHANGE [HASH(i_brand,i_brand_id,i_manufact_id,i_manufact)]
|
11:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: i_brand, i_brand_id, i_manufact_id, i_manufact
|  row-size=76B cardinality=24
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  other predicates: substr(ca_zip, 1, 5) != substr(s_zip, 1, 5)
|  runtime filters: RF000 <- s_store_sk
|  row-size=158B cardinality=24
|
|--19:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=21B cardinality=12
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: c_current_addr_sk = ca_address_sk
|  runtime filters: RF002 <- ca_address_sk
|  row-size=137B cardinality=24
|
|--18:EXCHANGE [HASH(ca_address_sk)]
|  |
|  04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=21B cardinality=50.00K
|
17:EXCHANGE [HASH(c_current_addr_sk)]
|
08:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF004 <- c_customer_sk
|  row-size=116B cardinality=24
|
|--16:EXCHANGE [HASH(c_customer_sk)]
|  |
|  03:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF002 -> c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
15:EXCHANGE [HASH(ss_customer_sk)]
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=108B cardinality=24
|
|--14:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1999, d_moy = 11, tpcds.date_dim.d_date_sk <= 2451513, tpcds.date_dim.d_date_sk >= 2451484
|     row-size=12B cardinality=50
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF008 <- i_item_sk
|  row-size=96B cardinality=873
|
|--13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_manager_id = 7
|     row-size=72B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2451484, ss_sold_date_sk <= 2451513
   HDFS partitions=30/1824 files=30 size=10.55MB
   runtime filters: RF000 -> ss_store_sk, RF004 -> ss_customer_sk, RF006 -> ss_sold_date_sk, RF008 -> ss_item_sk
   row-size=24B cardinality=86.28K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=108.27MB Threads=19
Per-Host Resource Estimates: Memory=303MB
PLAN-ROOT SINK
|
22:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(ss_ext_sales_price) DESC, i_brand ASC, i_brand_id ASC, i_manufact_id ASC, i_manufact ASC
|  limit: 100
|
12:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, i_brand ASC, i_brand_id ASC, i_manufact_id ASC, i_manufact ASC
|  row-size=76B cardinality=24
|
21:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: i_brand, i_brand_id, i_manufact_id, i_manufact
|  row-size=76B cardinality=24
|
20:EXCHANGE [HASH(i_brand,i_brand_id,i_manufact_id,i_manufact)]
|
11:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: i_brand, i_brand_id, i_manufact_id, i_manufact
|  row-size=76B cardinality=24
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  other predicates: substr(ca_zip, 1, 5) != substr(s_zip, 1, 5)
|  runtime filters: RF000 <- s_store_sk
|  row-size=158B cardinality=24
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  19:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=21B cardinality=12
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: c_current_addr_sk = ca_address_sk
|  runtime filters: RF002 <- ca_address_sk
|  row-size=137B cardinality=24
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: ca_address_sk
|  |
|  18:EXCHANGE [HASH(ca_address_sk)]
|  |
|  04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=21B cardinality=50.00K
|
17:EXCHANGE [HASH(c_current_addr_sk)]
|
08:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF004 <- c_customer_sk
|  row-size=116B cardinality=24
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: c_customer_sk
|  |
|  16:EXCHANGE [HASH(c_customer_sk)]
|  |
|  03:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF002 -> c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
15:EXCHANGE [HASH(ss_customer_sk)]
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=108B cardinality=24
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  14:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1999, d_moy = 11, tpcds.date_dim.d_date_sk <= 2451513, tpcds.date_dim.d_date_sk >= 2451484
|     row-size=12B cardinality=50
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF008 <- i_item_sk
|  row-size=96B cardinality=873
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_manager_id = 7
|     row-size=72B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2451484, ss_sold_date_sk <= 2451513
   HDFS partitions=30/1824 files=30 size=10.55MB
   runtime filters: RF000 -> ss_store_sk, RF004 -> ss_customer_sk, RF006 -> ss_sold_date_sk, RF008 -> ss_item_sk
   row-size=24B cardinality=86.28K
====
# TPCDS-Q27
select
  i_item_id,
  s_state,
  avg(ss_quantity) agg1,
  avg(ss_list_price) agg2,
  avg(ss_coupon_amt) agg3,
  avg(ss_sales_price) agg4
from
  store_sales,
  customer_demographics,
  date_dim,
  store,
  item
where
  ss_sold_date_sk = d_date_sk
  and ss_item_sk = i_item_sk
  and ss_store_sk = s_store_sk
  and ss_cdemo_sk = cd_demo_sk
  and cd_gender = 'F'
  and cd_marital_status = 'W'
  and cd_education_status = 'Primary'
  and d_year = 1998
  and s_state in ('WI', 'CA', 'TX', 'FL', 'WA', 'TN')
group by
  i_item_id,
  s_state
order by
  i_item_id,
  s_state
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=50.32MB Threads=6
Per-Host Resource Estimates: Memory=434MB
PLAN-ROOT SINK
|
10:TOP-N [LIMIT=100]
|  order by: i_item_id ASC, s_state ASC
|  row-size=74B cardinality=100
|
09:AGGREGATE [FINALIZE]
|  output: avg(ss_quantity), avg(ss_list_price), avg(ss_coupon_amt), avg(ss_sales_price)
|  group by: i_item_id, s_state
|  row-size=74B cardinality=8.85K
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF000 <- i_item_sk
|  row-size=150B cardinality=263.34K
|
|--04:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=36B cardinality=18.00K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF002 <- s_store_sk
|  row-size=114B cardinality=263.34K
|
|--03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_state IN ('WI', 'CA', 'TX', 'FL', 'WA', 'TN')
|     row-size=18B cardinality=12
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: ss_cdemo_sk = cd_demo_sk
|  runtime filters: RF004 <- cd_demo_sk
|  row-size=96B cardinality=263.34K
|
|--01:SCAN HDFS [tpcds.customer_demographics]
|     HDFS partitions=1/1 files=1 size=76.92MB
|     predicates: cd_marital_status = 'W', cd_gender = 'F', cd_education_status = 'Primary'
|     row-size=52B cardinality=97.40K
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=44B cardinality=589.03K
|
|--02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=8B cardinality=373
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_item_sk, RF002 -> ss_store_sk, RF004 -> ss_cdemo_sk, RF006 -> ss_sold_date_sk
   row-size=36B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=54.26MB Threads=12
Per-Host Resource Estimates: Memory=460MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_item_id ASC, s_state ASC
|  limit: 100
|
10:TOP-N [LIMIT=100]
|  order by: i_item_id ASC, s_state ASC
|  row-size=74B cardinality=100
|
16:AGGREGATE [FINALIZE]
|  output: avg:merge(ss_quantity), avg:merge(ss_list_price), avg:merge(ss_coupon_amt), avg:merge(ss_sales_price)
|  group by: i_item_id, s_state
|  row-size=74B cardinality=8.85K
|
15:EXCHANGE [HASH(i_item_id,s_state)]
|
09:AGGREGATE [STREAMING]
|  output: avg(ss_quantity), avg(ss_list_price), avg(ss_coupon_amt), avg(ss_sales_price)
|  group by: i_item_id, s_state
|  row-size=74B cardinality=8.85K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF000 <- i_item_sk
|  row-size=150B cardinality=263.34K
|
|--14:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=36B cardinality=18.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF002 <- s_store_sk
|  row-size=114B cardinality=263.34K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_state IN ('WI', 'CA', 'TX', 'FL', 'WA', 'TN')
|     row-size=18B cardinality=12
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_cdemo_sk = cd_demo_sk
|  runtime filters: RF004 <- cd_demo_sk
|  row-size=96B cardinality=263.34K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.customer_demographics]
|     HDFS partitions=1/1 files=1 size=76.92MB
|     predicates: cd_marital_status = 'W', cd_gender = 'F', cd_education_status = 'Primary'
|     row-size=52B cardinality=97.40K
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=44B cardinality=589.03K
|
|--11:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=8B cardinality=373
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_item_sk, RF002 -> ss_store_sk, RF004 -> ss_cdemo_sk, RF006 -> ss_sold_date_sk
   row-size=36B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=101.39MB Threads=15
Per-Host Resource Estimates: Memory=408MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_item_id ASC, s_state ASC
|  limit: 100
|
10:TOP-N [LIMIT=100]
|  order by: i_item_id ASC, s_state ASC
|  row-size=74B cardinality=100
|
17:AGGREGATE [FINALIZE]
|  output: avg:merge(ss_quantity), avg:merge(ss_list_price), avg:merge(ss_coupon_amt), avg:merge(ss_sales_price)
|  group by: i_item_id, s_state
|  row-size=74B cardinality=8.85K
|
16:EXCHANGE [HASH(i_item_id,s_state)]
|
09:AGGREGATE [STREAMING]
|  output: avg(ss_quantity), avg(ss_list_price), avg(ss_coupon_amt), avg(ss_sales_price)
|  group by: i_item_id, s_state
|  row-size=74B cardinality=8.85K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF000 <- i_item_sk
|  row-size=150B cardinality=263.34K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=36B cardinality=18.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF002 <- s_store_sk
|  row-size=114B cardinality=263.34K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  14:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_state IN ('WI', 'CA', 'TX', 'FL', 'WA', 'TN')
|     row-size=18B cardinality=12
|
06:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_cdemo_sk = cd_demo_sk
|  runtime filters: RF004 <- cd_demo_sk
|  row-size=96B cardinality=263.34K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: cd_demo_sk
|  |
|  13:EXCHANGE [HASH(cd_demo_sk)]
|  |
|  01:SCAN HDFS [tpcds.customer_demographics]
|     HDFS partitions=1/1 files=1 size=76.92MB
|     predicates: cd_marital_status = 'W', cd_gender = 'F', cd_education_status = 'Primary'
|     row-size=52B cardinality=97.40K
|
12:EXCHANGE [HASH(ss_cdemo_sk)]
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=44B cardinality=589.03K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  11:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=8B cardinality=373
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_item_sk, RF002 -> ss_store_sk, RF004 -> ss_cdemo_sk, RF006 -> ss_sold_date_sk
   row-size=36B cardinality=2.88M
====
# TPCDS-Q34
select
  c_last_name,
  c_first_name,
  c_salutation,
  c_preferred_cust_flag,
  ss_ticket_number,
  cnt
from
  (select
    ss_ticket_number,
    ss_customer_sk,
    count(*) cnt
  from
    store_sales,
    date_dim,
    store,
    household_demographics
  where
    store_sales.ss_sold_date_sk = date_dim.d_date_sk
    and store_sales.ss_store_sk = store.s_store_sk
    and store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
    and (date_dim.d_dom between 1 and 3
      or date_dim.d_dom between 25 and 28)
    and (household_demographics.hd_buy_potential = '>10000'
      or household_demographics.hd_buy_potential = 'unknown')
    and household_demographics.hd_vehicle_count > 0
    and (case when household_demographics.hd_vehicle_count > 0 then household_demographics.hd_dep_count / household_demographics.hd_vehicle_count else null end) > 1.2
    and date_dim.d_year in (1998, 1998 + 1, 1998 + 2)
    and store.s_county in ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County', 'Fairfield County', 'Raleigh County', 'Ziebach County', 'Williamson County')
  group by
    ss_ticket_number,
    ss_customer_sk
  ) dn,
  customer
where
  ss_customer_sk = c_customer_sk
  and cnt between 15 and 20
order by
  c_last_name,
  c_first_name,
  c_salutation,
  c_preferred_cust_flag desc
limit 100000
---- PLAN
Max Per-Host Resource Reservation: Memory=34.07MB Threads=6
Per-Host Resource Estimates: Memory=298MB
PLAN-ROOT SINK
|
10:TOP-N [LIMIT=100000]
|  order by: c_last_name ASC, c_first_name ASC, c_salutation ASC, c_preferred_cust_flag DESC
|  row-size=80B cardinality=3.15K
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: c_customer_sk = ss_customer_sk
|  runtime filters: RF000 <- ss_customer_sk
|  row-size=88B cardinality=3.15K
|
|--07:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  group by: ss_ticket_number, ss_customer_sk
|  |  having: count(*) <= 20, count(*) >= 15
|  |  row-size=20B cardinality=3.15K
|  |
|  06:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  |  runtime filters: RF002 <- store.s_store_sk
|  |  row-size=101B cardinality=31.53K
|  |
|  |--02:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_county IN ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County', 'Fairfield County', 'Raleigh County', 'Ziebach County', 'Williamson County')
|  |     row-size=33B cardinality=12
|  |
|  05:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  |  runtime filters: RF004 <- date_dim.d_date_sk
|  |  row-size=68B cardinality=31.53K
|  |
|  |--01:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: date_dim.d_year IN (1998, 1999, 2000), (date_dim.d_dom >= 1 AND date_dim.d_dom <= 3 OR date_dim.d_dom >= 25 AND date_dim.d_dom <= 28)
|  |     row-size=12B cardinality=354
|  |
|  04:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  |  row-size=56B cardinality=162.45K
|  |
|  |--03:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: household_demographics.hd_vehicle_count > 0, household_demographics.hd_buy_potential IN ('>10000', 'unknown'), (CASE WHEN household_demographics.hd_vehicle_count > 0 THEN household_demographics.hd_dep_count / household_demographics.hd_vehicle_count ELSE NULL END) > 1.2
|  |     row-size=32B cardinality=416
|  |
|  00:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF002 -> store_sales.ss_store_sk, RF004 -> store_sales.ss_sold_date_sk, RF006 -> store_sales.ss_hdemo_sk
|     row-size=24B cardinality=2.88M
|
08:SCAN HDFS [tpcds.customer]
   HDFS partitions=1/1 files=1 size=12.60MB
   runtime filters: RF000 -> c_customer_sk
   row-size=68B cardinality=100.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=47.51MB Threads=13
Per-Host Resource Estimates: Memory=335MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, c_first_name ASC, c_salutation ASC, c_preferred_cust_flag DESC
|  limit: 100000
|
10:TOP-N [LIMIT=100000]
|  order by: c_last_name ASC, c_first_name ASC, c_salutation ASC, c_preferred_cust_flag DESC
|  row-size=80B cardinality=3.15K
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF000 <- c_customer_sk
|  row-size=88B cardinality=3.15K
|
|--17:EXCHANGE [HASH(c_customer_sk)]
|  |
|  08:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     row-size=68B cardinality=100.00K
|
16:EXCHANGE [HASH(ss_customer_sk)]
|
15:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: ss_ticket_number, ss_customer_sk
|  having: count(*) <= 20, count(*) >= 15
|  row-size=20B cardinality=3.15K
|
14:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk)]
|
07:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: ss_ticket_number, ss_customer_sk
|  row-size=20B cardinality=31.53K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF002 <- store.s_store_sk
|  row-size=101B cardinality=31.53K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_county IN ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County', 'Fairfield County', 'Raleigh County', 'Ziebach County', 'Williamson County')
|     row-size=33B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF004 <- date_dim.d_date_sk
|  row-size=68B cardinality=31.53K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: date_dim.d_year IN (1998, 1999, 2000), (date_dim.d_dom >= 1 AND date_dim.d_dom <= 3 OR date_dim.d_dom >= 25 AND date_dim.d_dom <= 28)
|     row-size=12B cardinality=354
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  row-size=56B cardinality=162.45K
|
|--11:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: household_demographics.hd_vehicle_count > 0, household_demographics.hd_buy_potential IN ('>10000', 'unknown'), (CASE WHEN household_demographics.hd_vehicle_count > 0 THEN household_demographics.hd_dep_count / household_demographics.hd_vehicle_count ELSE NULL END) > 1.2
|     row-size=32B cardinality=416
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_customer_sk, RF002 -> store_sales.ss_store_sk, RF004 -> store_sales.ss_sold_date_sk, RF006 -> store_sales.ss_hdemo_sk
   row-size=24B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=87.52MB Threads=15
Per-Host Resource Estimates: Memory=278MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, c_first_name ASC, c_salutation ASC, c_preferred_cust_flag DESC
|  limit: 100000
|
10:TOP-N [LIMIT=100000]
|  order by: c_last_name ASC, c_first_name ASC, c_salutation ASC, c_preferred_cust_flag DESC
|  row-size=80B cardinality=3.15K
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF000 <- c_customer_sk
|  row-size=88B cardinality=3.15K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: c_customer_sk
|  |
|  17:EXCHANGE [HASH(c_customer_sk)]
|  |
|  08:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     row-size=68B cardinality=100.00K
|
16:EXCHANGE [HASH(ss_customer_sk)]
|
15:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: ss_ticket_number, ss_customer_sk
|  having: count(*) <= 20, count(*) >= 15
|  row-size=20B cardinality=3.15K
|
14:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk)]
|
07:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: ss_ticket_number, ss_customer_sk
|  row-size=20B cardinality=31.53K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF002 <- store.s_store_sk
|  row-size=101B cardinality=31.53K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: store.s_store_sk
|  |
|  13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_county IN ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County', 'Fairfield County', 'Raleigh County', 'Ziebach County', 'Williamson County')
|     row-size=33B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF004 <- date_dim.d_date_sk
|  row-size=68B cardinality=31.53K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: date_dim.d_date_sk
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: date_dim.d_year IN (1998, 1999, 2000), (date_dim.d_dom >= 1 AND date_dim.d_dom <= 3 OR date_dim.d_dom >= 25 AND date_dim.d_dom <= 28)
|     row-size=12B cardinality=354
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  row-size=56B cardinality=162.45K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: household_demographics.hd_demo_sk
|  |
|  11:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: household_demographics.hd_vehicle_count > 0, household_demographics.hd_buy_potential IN ('>10000', 'unknown'), (CASE WHEN household_demographics.hd_vehicle_count > 0 THEN household_demographics.hd_dep_count / household_demographics.hd_vehicle_count ELSE NULL END) > 1.2
|     row-size=32B cardinality=416
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_customer_sk, RF002 -> store_sales.ss_store_sk, RF004 -> store_sales.ss_sold_date_sk, RF006 -> store_sales.ss_hdemo_sk
   row-size=24B cardinality=2.88M
====
# TPCDS-Q42
select
  dt.d_year,
  item.i_category_id,
  item.i_category,
  sum(ss_ext_sales_price)
from
  date_dim dt,
  store_sales,
  item
where
  dt.d_date_sk = store_sales.ss_sold_date_sk
  and store_sales.ss_item_sk = item.i_item_sk
  and item.i_manager_id = 1
  and dt.d_moy = 12
  and dt.d_year = 1998
group by
  dt.d_year,
  item.i_category_id,
  item.i_category
order by
  sum(ss_ext_sales_price) desc,
  dt.d_year,
  item.i_category_id,
  item.i_category
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=29.88MB Threads=4
Per-Host Resource Estimates: Memory=214MB
PLAN-ROOT SINK
|
06:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, dt.d_year ASC, item.i_category_id ASC, item.i_category ASC
|  row-size=42B cardinality=100
|
05:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_category_id, item.i_category
|  row-size=42B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=62B cardinality=1.73K
|
|--00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_year = 1998, dt.d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=50B cardinality=29.12K
|
|--02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manager_id = 1
|     row-size=34B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=33.81MB Threads=8
Per-Host Resource Estimates: Memory=234MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(ss_ext_sales_price) DESC, dt.d_year ASC, item.i_category_id ASC, item.i_category ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, dt.d_year ASC, item.i_category_id ASC, item.i_category ASC
|  row-size=42B cardinality=100
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: dt.d_year, item.i_category_id, item.i_category
|  row-size=42B cardinality=1.73K
|
09:EXCHANGE [HASH(dt.d_year,item.i_category_id,item.i_category)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_category_id, item.i_category
|  row-size=42B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=62B cardinality=1.73K
|
|--08:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_year = 1998, dt.d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=50B cardinality=29.12K
|
|--07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manager_id = 1
|     row-size=34B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=67.62MB Threads=9
Per-Host Resource Estimates: Memory=164MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(ss_ext_sales_price) DESC, dt.d_year ASC, item.i_category_id ASC, item.i_category ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, dt.d_year ASC, item.i_category_id ASC, item.i_category ASC
|  row-size=42B cardinality=100
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: dt.d_year, item.i_category_id, item.i_category
|  row-size=42B cardinality=1.73K
|
09:EXCHANGE [HASH(dt.d_year,item.i_category_id,item.i_category)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_category_id, item.i_category
|  row-size=42B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=62B cardinality=1.73K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: dt.d_date_sk
|  |
|  08:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_year = 1998, dt.d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=50B cardinality=29.12K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: item.i_item_sk
|  |
|  07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manager_id = 1
|     row-size=34B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
====
# TPCDS-Q43
select
  s_store_name,
  s_store_id,
  sum(case when (d_day_name = 'Sunday') then ss_sales_price else null end) sun_sales,
  sum(case when (d_day_name = 'Monday') then ss_sales_price else null end) mon_sales,
  sum(case when (d_day_name = 'Tuesday') then ss_sales_price else null end) tue_sales,
  sum(case when (d_day_name = 'Wednesday') then ss_sales_price else null end) wed_sales,
  sum(case when (d_day_name = 'Thursday') then ss_sales_price else null end) thu_sales,
  sum(case when (d_day_name = 'Friday') then ss_sales_price else null end) fri_sales,
  sum(case when (d_day_name = 'Saturday') then ss_sales_price else null end) sat_sales
from
  date_dim,
  store_sales,
  store
where
  d_date_sk = ss_sold_date_sk
  and s_store_sk = ss_store_sk
  and s_gmt_offset = -5
  and d_year = 1998
group by
  s_store_name,
  s_store_id
order by
  s_store_name,
  s_store_id,
  sun_sales,
  mon_sales,
  tue_sales,
  wed_sales,
  thu_sales,
  fri_sales,
  sat_sales
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=21.88MB Threads=4
Per-Host Resource Estimates: Memory=214MB
PLAN-ROOT SINK
|
06:TOP-N [LIMIT=100]
|  order by: s_store_name ASC, s_store_id ASC, sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END) ASC
|  row-size=156B cardinality=48
|
05:AGGREGATE [FINALIZE]
|  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: s_store_name, s_store_id
|  row-size=156B cardinality=48
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=91B cardinality=589.03K
|
|--02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_gmt_offset = -5
|     row-size=52B cardinality=12
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=39B cardinality=589.03K
|
|--00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=27B cardinality=373
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk
   row-size=12B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=25.82MB Threads=8
Per-Host Resource Estimates: Memory=234MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name ASC, s_store_id ASC, sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END) ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: s_store_name ASC, s_store_id ASC, sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END) ASC
|  row-size=156B cardinality=48
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: s_store_name, s_store_id
|  row-size=156B cardinality=48
|
09:EXCHANGE [HASH(s_store_name,s_store_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: s_store_name, s_store_id
|  row-size=156B cardinality=48
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=91B cardinality=589.03K
|
|--08:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_gmt_offset = -5
|     row-size=52B cardinality=12
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=39B cardinality=589.03K
|
|--07:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=27B cardinality=373
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk
   row-size=12B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=51.64MB Threads=9
Per-Host Resource Estimates: Memory=164MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name ASC, s_store_id ASC, sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END) ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: s_store_name ASC, s_store_id ASC, sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END) ASC, sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END) ASC
|  row-size=156B cardinality=48
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: s_store_name, s_store_id
|  row-size=156B cardinality=48
|
09:EXCHANGE [HASH(s_store_name,s_store_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: s_store_name, s_store_id
|  row-size=156B cardinality=48
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=91B cardinality=589.03K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  08:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_gmt_offset = -5
|     row-size=52B cardinality=12
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=39B cardinality=589.03K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  07:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1998
|     row-size=27B cardinality=373
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk
   row-size=12B cardinality=2.88M
====
# TPCDS-Q46
select
  c_last_name,
  c_first_name,
  ca_city,
  bought_city,
  ss_ticket_number,
  amt,
  profit
from
  (select
    ss_ticket_number,
    ss_customer_sk,
    ca_city bought_city,
    sum(ss_coupon_amt) amt,
    sum(ss_net_profit) profit
  from
    store_sales,
    date_dim,
    store,
    household_demographics,
    customer_address
  where
    store_sales.ss_sold_date_sk = date_dim.d_date_sk
    and store_sales.ss_store_sk = store.s_store_sk
    and store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
    and store_sales.ss_addr_sk = customer_address.ca_address_sk
    and (household_demographics.hd_dep_count = 5
      or household_demographics.hd_vehicle_count = 3)
    and date_dim.d_dow in (6, 0)
    and date_dim.d_year in (1999, 1999 + 1, 1999 + 2)
    and store.s_city in ('Midway', 'Concord', 'Spring Hill', 'Brownsville', 'Greenville')
  group by
    ss_ticket_number,
    ss_customer_sk,
    ss_addr_sk,
    ca_city
  ) dn,
  customer,
  customer_address current_addr
where
  ss_customer_sk = c_customer_sk
  and customer.c_current_addr_sk = current_addr.ca_address_sk
  and current_addr.ca_city <> bought_city
order by
  c_last_name,
  c_first_name,
  ca_city,
  bought_city,
  ss_ticket_number
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=67.06MB Threads=8
Per-Host Resource Estimates: Memory=378MB
PLAN-ROOT SINK
|
14:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, c_first_name ASC, ca_city ASC, bought_city ASC, ss_ticket_number ASC
|  row-size=118B cardinality=100
|
13:HASH JOIN [INNER JOIN]
|  hash predicates: customer.c_current_addr_sk = current_addr.ca_address_sk
|  other predicates: current_addr.ca_city != ca_city
|  runtime filters: RF000 <- current_addr.ca_address_sk
|  row-size=138B cardinality=230.45K
|
|--11:SCAN HDFS [tpcds.customer_address current_addr]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
12:HASH JOIN [INNER JOIN]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=113B cardinality=230.45K
|
|--10:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> customer.c_current_addr_sk
|     row-size=44B cardinality=100.00K
|
09:AGGREGATE [FINALIZE]
|  output: sum(ss_coupon_amt), sum(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=69B cardinality=230.45K
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_addr_sk = customer_address.ca_address_sk
|  runtime filters: RF004 <- customer_address.ca_address_sk
|  row-size=107B cardinality=230.45K
|
|--04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF006 <- store.s_store_sk
|  row-size=83B cardinality=230.45K
|
|--02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_city IN ('Midway', 'Concord', 'Spring Hill', 'Brownsville', 'Greenville')
|     row-size=23B cardinality=12
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF008 <- date_dim.d_date_sk
|  row-size=60B cardinality=230.45K
|
|--01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: date_dim.d_dow IN (6, 0), date_dim.d_year IN (1999, 2000, 2001)
|     row-size=12B cardinality=598
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF010 <- household_demographics.hd_demo_sk
|  row-size=48B cardinality=702.92K
|
|--03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 5 OR household_demographics.hd_vehicle_count = 3)
|     row-size=12B cardinality=1.80K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF002 -> tpcds.store_sales.ss_customer_sk, RF004 -> store_sales.ss_addr_sk, RF006 -> store_sales.ss_store_sk, RF008 -> store_sales.ss_sold_date_sk, RF010 -> store_sales.ss_hdemo_sk
   row-size=36B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=80.20MB Threads=17
Per-Host Resource Estimates: Memory=412MB
PLAN-ROOT SINK
|
24:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, c_first_name ASC, ca_city ASC, bought_city ASC, ss_ticket_number ASC
|  limit: 100
|
14:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, c_first_name ASC, ca_city ASC, bought_city ASC, ss_ticket_number ASC
|  row-size=118B cardinality=100
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: customer.c_current_addr_sk = current_addr.ca_address_sk
|  other predicates: current_addr.ca_city != ca_city
|  runtime filters: RF000 <- current_addr.ca_address_sk
|  row-size=138B cardinality=230.45K
|
|--23:EXCHANGE [BROADCAST]
|  |
|  11:SCAN HDFS [tpcds.customer_address current_addr]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
12:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=113B cardinality=230.45K
|
|--22:EXCHANGE [HASH(c_customer_sk)]
|  |
|  10:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> customer.c_current_addr_sk
|     row-size=44B cardinality=100.00K
|
21:EXCHANGE [HASH(ss_customer_sk)]
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_coupon_amt), sum:merge(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=69B cardinality=230.45K
|
19:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk,ss_addr_sk,ca_city)]
|
09:AGGREGATE [STREAMING]
|  output: sum(ss_coupon_amt), sum(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=69B cardinality=230.45K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_addr_sk = customer_address.ca_address_sk
|  runtime filters: RF004 <- customer_address.ca_address_sk
|  row-size=107B cardinality=230.45K
|
|--18:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF006 <- store.s_store_sk
|  row-size=83B cardinality=230.45K
|
|--17:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_city IN ('Midway', 'Concord', 'Spring Hill', 'Brownsville', 'Greenville')
|     row-size=23B cardinality=12
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF008 <- date_dim.d_date_sk
|  row-size=60B cardinality=230.45K
|
|--16:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: date_dim.d_dow IN (6, 0), date_dim.d_year IN (1999, 2000, 2001)
|     row-size=12B cardinality=598
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF010 <- household_demographics.hd_demo_sk
|  row-size=48B cardinality=702.92K
|
|--15:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 5 OR household_demographics.hd_vehicle_count = 3)
|     row-size=12B cardinality=1.80K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF002 -> tpcds.store_sales.ss_customer_sk, RF004 -> store_sales.ss_addr_sk, RF006 -> store_sales.ss_store_sk, RF008 -> store_sales.ss_sold_date_sk, RF010 -> store_sales.ss_hdemo_sk
   row-size=36B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=143.02MB Threads=19
Per-Host Resource Estimates: Memory=361MB
PLAN-ROOT SINK
|
24:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, c_first_name ASC, ca_city ASC, bought_city ASC, ss_ticket_number ASC
|  limit: 100
|
14:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, c_first_name ASC, ca_city ASC, bought_city ASC, ss_ticket_number ASC
|  row-size=118B cardinality=100
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: customer.c_current_addr_sk = current_addr.ca_address_sk
|  other predicates: current_addr.ca_city != ca_city
|  runtime filters: RF000 <- current_addr.ca_address_sk
|  row-size=138B cardinality=230.45K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: current_addr.ca_address_sk
|  |
|  23:EXCHANGE [BROADCAST]
|  |
|  11:SCAN HDFS [tpcds.customer_address current_addr]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
12:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=113B cardinality=230.45K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: c_customer_sk
|  |
|  22:EXCHANGE [HASH(c_customer_sk)]
|  |
|  10:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> customer.c_current_addr_sk
|     row-size=44B cardinality=100.00K
|
21:EXCHANGE [HASH(ss_customer_sk)]
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_coupon_amt), sum:merge(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=69B cardinality=230.45K
|
19:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk,ss_addr_sk,ca_city)]
|
09:AGGREGATE [STREAMING]
|  output: sum(ss_coupon_amt), sum(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=69B cardinality=230.45K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_addr_sk = customer_address.ca_address_sk
|  runtime filters: RF004 <- customer_address.ca_address_sk
|  row-size=107B cardinality=230.45K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: customer_address.ca_address_sk
|  |
|  18:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF006 <- store.s_store_sk
|  row-size=83B cardinality=230.45K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: store.s_store_sk
|  |
|  17:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_city IN ('Midway', 'Concord', 'Spring Hill', 'Brownsville', 'Greenville')
|     row-size=23B cardinality=12
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF008 <- date_dim.d_date_sk
|  row-size=60B cardinality=230.45K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: date_dim.d_date_sk
|  |
|  16:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: date_dim.d_dow IN (6, 0), date_dim.d_year IN (1999, 2000, 2001)
|     row-size=12B cardinality=598
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF010 <- household_demographics.hd_demo_sk
|  row-size=48B cardinality=702.92K
|
|--JOIN BUILD
|  |  join-table-id=05 plan-id=06 cohort-id=01
|  |  build expressions: household_demographics.hd_demo_sk
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 5 OR household_demographics.hd_vehicle_count = 3)
|     row-size=12B cardinality=1.80K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF002 -> tpcds.store_sales.ss_customer_sk, RF004 -> store_sales.ss_addr_sk, RF006 -> store_sales.ss_store_sk, RF008 -> store_sales.ss_sold_date_sk, RF010 -> store_sales.ss_hdemo_sk
   row-size=36B cardinality=2.88M
====
# TPCDS-Q52
select
  dt.d_year,
  item.i_brand_id brand_id,
  item.i_brand brand,
  sum(ss_ext_sales_price) ext_price
from
  date_dim dt,
  store_sales,
  item
where
  dt.d_date_sk = store_sales.ss_sold_date_sk
  and store_sales.ss_item_sk = item.i_item_sk
  and item.i_manager_id = 1
  and dt.d_moy = 12
  and dt.d_year = 1998
group by
  dt.d_year,
  item.i_brand,
  item.i_brand_id
order by
  dt.d_year,
  ext_price desc,
  brand_id
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=29.88MB Threads=4
Per-Host Resource Estimates: Memory=214MB
PLAN-ROOT SINK
|
06:TOP-N [LIMIT=100]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  row-size=52B cardinality=100
|
05:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=72B cardinality=1.73K
|
|--00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_year = 1998, dt.d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=60B cardinality=29.12K
|
|--02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manager_id = 1
|     row-size=44B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=33.81MB Threads=8
Per-Host Resource Estimates: Memory=234MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  row-size=52B cardinality=100
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=1.73K
|
09:EXCHANGE [HASH(dt.d_year,item.i_brand,item.i_brand_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=72B cardinality=1.73K
|
|--08:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_year = 1998, dt.d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=60B cardinality=29.12K
|
|--07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manager_id = 1
|     row-size=44B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=67.62MB Threads=9
Per-Host Resource Estimates: Memory=164MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: dt.d_year ASC, sum(ss_ext_sales_price) DESC, item.i_brand_id ASC
|  row-size=52B cardinality=100
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=1.73K
|
09:EXCHANGE [HASH(dt.d_year,item.i_brand,item.i_brand_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: dt.d_year, item.i_brand, item.i_brand_id
|  row-size=52B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = dt.d_date_sk
|  runtime filters: RF000 <- dt.d_date_sk
|  row-size=72B cardinality=1.73K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: dt.d_date_sk
|  |
|  08:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim dt]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: dt.d_year = 1998, dt.d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_item_sk = item.i_item_sk
|  runtime filters: RF002 <- item.i_item_sk
|  row-size=60B cardinality=29.12K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: item.i_item_sk
|  |
|  07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: item.i_manager_id = 1
|     row-size=44B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> store_sales.ss_sold_date_sk, RF002 -> store_sales.ss_item_sk
   row-size=16B cardinality=2.88M
====
# TPCDS-Q53
select
  *
from
  (select
    i_manufact_id,
    sum(ss_sales_price) sum_sales
  from
    item,
    store_sales,
    date_dim,
    store
  where
    ss_item_sk = i_item_sk
    and ss_sold_date_sk = d_date_sk
    and ss_store_sk = s_store_sk
    and d_month_seq in (1212, 1212 + 1, 1212 + 2, 1212 + 3, 1212 + 4, 1212 + 5, 1212 + 6, 1212 + 7, 1212 + 8, 1212 + 9, 1212 + 10, 1212 + 11)
    and ((i_category in ('Books', 'Children', 'Electronics')
      and i_class in ('personal', 'portable', 'reference', 'self-help')
      and i_brand in ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9'))
    or (i_category in ('Women', 'Music', 'Men')
      and i_class in ('accessories', 'classical', 'fragrances', 'pants')
      and i_brand in ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
  group by
    i_manufact_id,
    d_qoy
  ) tmp1
order by
  sum_sales,
  i_manufact_id
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=32.82MB Threads=5
Per-Host Resource Estimates: Memory=249MB
PLAN-ROOT SINK
|
08:TOP-N [LIMIT=100]
|  order by: sum_sales ASC, i_manufact_id ASC
|  row-size=20B cardinality=96
|
07:AGGREGATE [FINALIZE]
|  output: sum(ss_sales_price)
|  group by: i_manufact_id, d_qoy
|  row-size=24B cardinality=96
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=114B cardinality=96
|
|--03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=4B cardinality=12
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=110B cardinality=96
|
|--02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq IN (1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223)
|     row-size=12B cardinality=362
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=98B cardinality=481
|
|--00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Books', 'Children', 'Electronics') AND i_class IN ('personal', 'portable', 'reference', 'self-help') AND i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9')) OR (i_category IN ('Women', 'Music', 'Men') AND i_class IN ('accessories', 'classical', 'fragrances', 'pants') AND i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
|     row-size=78B cardinality=3
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=36.76MB Threads=10
Per-Host Resource Estimates: Memory=269MB
PLAN-ROOT SINK
|
14:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum_sales ASC, i_manufact_id ASC
|  limit: 100
|
08:TOP-N [LIMIT=100]
|  order by: sum_sales ASC, i_manufact_id ASC
|  row-size=20B cardinality=96
|
13:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_manufact_id, d_qoy
|  row-size=24B cardinality=96
|
12:EXCHANGE [HASH(i_manufact_id,d_qoy)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_manufact_id, d_qoy
|  row-size=24B cardinality=96
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=114B cardinality=96
|
|--11:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=4B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=110B cardinality=96
|
|--10:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq IN (1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223)
|     row-size=12B cardinality=362
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=98B cardinality=481
|
|--09:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Books', 'Children', 'Electronics') AND i_class IN ('personal', 'portable', 'reference', 'self-help') AND i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9')) OR (i_category IN ('Women', 'Music', 'Men') AND i_class IN ('accessories', 'classical', 'fragrances', 'pants') AND i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
|     row-size=78B cardinality=3
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=77.52MB Threads=13
Per-Host Resource Estimates: Memory=206MB
PLAN-ROOT SINK
|
15:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum_sales ASC, i_manufact_id ASC
|  limit: 100
|
08:TOP-N [LIMIT=100]
|  order by: sum_sales ASC, i_manufact_id ASC
|  row-size=20B cardinality=96
|
14:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_manufact_id, d_qoy
|  row-size=24B cardinality=96
|
13:EXCHANGE [HASH(i_manufact_id,d_qoy)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_manufact_id, d_qoy
|  row-size=24B cardinality=96
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=114B cardinality=96
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=4B cardinality=12
|
05:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=110B cardinality=96
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  11:EXCHANGE [HASH(d_date_sk)]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq IN (1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223)
|     row-size=12B cardinality=362
|
10:EXCHANGE [HASH(ss_sold_date_sk)]
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=98B cardinality=481
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  09:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Books', 'Children', 'Electronics') AND i_class IN ('personal', 'portable', 'reference', 'self-help') AND i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9')) OR (i_category IN ('Women', 'Music', 'Men') AND i_class IN ('accessories', 'classical', 'fragrances', 'pants') AND i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
|     row-size=78B cardinality=3
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=2.88M
====
# TPCDS-Q55
select
  i_brand_id brand_id,
  i_brand brand,
  sum(ss_ext_sales_price) ext_price
from
  date_dim,
  store_sales,
  item
where
  d_date_sk = ss_sold_date_sk
  and ss_item_sk = i_item_sk
  and i_manager_id = 36
  and d_moy = 12
  and d_year = 2001
group by
  i_brand,
  i_brand_id
order by
  ext_price desc,
  i_brand_id
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=29.88MB Threads=4
Per-Host Resource Estimates: Memory=214MB
PLAN-ROOT SINK
|
06:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, i_brand_id ASC
|  row-size=48B cardinality=100
|
05:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price)
|  group by: i_brand, i_brand_id
|  row-size=48B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF000 <- d_date_sk
|  row-size=72B cardinality=1.73K
|
|--00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 2001, d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=60B cardinality=29.12K
|
|--02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_manager_id = 36
|     row-size=44B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_sold_date_sk, RF002 -> ss_item_sk
   row-size=16B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=33.81MB Threads=8
Per-Host Resource Estimates: Memory=234MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(ss_ext_sales_price) DESC, i_brand_id ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, i_brand_id ASC
|  row-size=48B cardinality=100
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: i_brand, i_brand_id
|  row-size=48B cardinality=1.73K
|
09:EXCHANGE [HASH(i_brand,i_brand_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: i_brand, i_brand_id
|  row-size=48B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF000 <- d_date_sk
|  row-size=72B cardinality=1.73K
|
|--08:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 2001, d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=60B cardinality=29.12K
|
|--07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_manager_id = 36
|     row-size=44B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_sold_date_sk, RF002 -> ss_item_sk
   row-size=16B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=67.62MB Threads=9
Per-Host Resource Estimates: Memory=164MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(ss_ext_sales_price) DESC, i_brand_id ASC
|  limit: 100
|
06:TOP-N [LIMIT=100]
|  order by: sum(ss_ext_sales_price) DESC, i_brand_id ASC
|  row-size=48B cardinality=100
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: i_brand, i_brand_id
|  row-size=48B cardinality=1.73K
|
09:EXCHANGE [HASH(i_brand,i_brand_id)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: i_brand, i_brand_id
|  row-size=48B cardinality=1.73K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF000 <- d_date_sk
|  row-size=72B cardinality=1.73K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  08:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 2001, d_moy = 12
|     row-size=12B cardinality=108
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=60B cardinality=29.12K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  07:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_manager_id = 36
|     row-size=44B cardinality=182
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_sold_date_sk, RF002 -> ss_item_sk
   row-size=16B cardinality=2.88M
====
# TPCDS-Q59
with
  wss as
  (select
    d_week_seq,
    ss_store_sk,
    sum(case when (d_day_name = 'Sunday') then ss_sales_price else null end) sun_sales,
    sum(case when (d_day_name = 'Monday') then ss_sales_price else null end) mon_sales,
    sum(case when (d_day_name = 'Tuesday') then ss_sales_price else null end) tue_sales,
    sum(case when (d_day_name = 'Wednesday') then ss_sales_price else null end) wed_sales,
    sum(case when (d_day_name = 'Thursday') then ss_sales_price else null end) thu_sales,
    sum(case when (d_day_name = 'Friday') then ss_sales_price else null end) fri_sales,
    sum(case when (d_day_name = 'Saturday') then ss_sales_price else null end) sat_sales
  from
    store_sales,
    date_dim
  where
    d_date_sk = ss_sold_date_sk
  group by
    d_week_seq,
    ss_store_sk
  )
select
  s_store_name1,
  s_store_id1,
  d_week_seq1,
  sun_sales1 / sun_sales2,
  mon_sales1 / mon_sales2,
  tue_sales1 / tue_sales2,
  wed_sales1 / wed_sales2,
  thu_sales1 / thu_sales2,
  fri_sales1 / fri_sales2,
  sat_sales1 / sat_sales2
from
  (select
    s_store_name s_store_name1,
    wss.d_week_seq d_week_seq1,
    s_store_id s_store_id1,
    sun_sales sun_sales1,
    mon_sales mon_sales1,
    tue_sales tue_sales1,
    wed_sales wed_sales1,
    thu_sales thu_sales1,
    fri_sales fri_sales1,
    sat_sales sat_sales1
  from
    wss,
    store,
    date_dim d
  where
    d.d_week_seq = wss.d_week_seq
    and ss_store_sk = s_store_sk
    and d_month_seq between 1185 and 1185 + 11
  ) y,
  (select
    s_store_name s_store_name2,
    wss.d_week_seq d_week_seq2,
    s_store_id s_store_id2,
    sun_sales sun_sales2,
    mon_sales mon_sales2,
    tue_sales tue_sales2,
    wed_sales wed_sales2,
    thu_sales thu_sales2,
    fri_sales fri_sales2,
    sat_sales sat_sales2
  from
    wss,
    store,
    date_dim d
  where
    d.d_week_seq = wss.d_week_seq
    and ss_store_sk = s_store_sk
    and d_month_seq between 1185 + 12 and 1185 + 23
  ) x
where
  s_store_id1 = s_store_id2
  and d_week_seq1 = d_week_seq2 - 52
order by
  s_store_name1,
  s_store_id1,
  d_week_seq1
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=70.52MB Threads=9
Per-Host Resource Estimates: Memory=534MB
PLAN-ROOT SINK
|
17:TOP-N [LIMIT=100]
|  order by: s_store_name1 ASC, s_store_id1 ASC, d_week_seq1 ASC
|  row-size=272B cardinality=100
|
16:HASH JOIN [INNER JOIN]
|  hash predicates: d_week_seq = d_week_seq - 52, s_store_id = s_store_id
|  runtime filters: RF000 <- d_week_seq - 52, RF001 <- s_store_id
|  row-size=336B cardinality=419.05M
|
|--15:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF010 <- s_store_sk
|  |  row-size=160B cardinality=50.14K
|  |
|  |--12:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=32B cardinality=12
|  |
|  14:HASH JOIN [INNER JOIN]
|  |  hash predicates: d_week_seq = d.d_week_seq
|  |  runtime filters: RF012 <- d.d_week_seq
|  |  row-size=128B cardinality=50.14K
|  |
|  |--13:SCAN HDFS [tpcds.date_dim d]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_month_seq <= 1208, d_month_seq >= 1197
|  |     row-size=8B cardinality=7.30K
|  |
|  11:AGGREGATE [FINALIZE]
|  |  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  |  group by: d_week_seq, ss_store_sk
|  |  row-size=120B cardinality=63.85K
|  |
|  10:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF014 <- d_date_sk
|  |  row-size=39B cardinality=2.88M
|  |
|  |--09:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     runtime filters: RF012 -> tpcds.date_dim.d_week_seq
|  |     row-size=27B cardinality=73.05K
|  |
|  08:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF010 -> tpcds.store_sales.ss_store_sk, RF014 -> ss_sold_date_sk
|     row-size=12B cardinality=2.88M
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=176B cardinality=50.14K
|
|--04:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF001 -> s_store_id
|     row-size=48B cardinality=12
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: d_week_seq = d.d_week_seq
|  runtime filters: RF006 <- d.d_week_seq
|  row-size=128B cardinality=50.14K
|
|--05:SCAN HDFS [tpcds.date_dim d]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq <= 1196, d_month_seq >= 1185
|     runtime filters: RF000 -> d.d_week_seq
|     row-size=8B cardinality=7.30K
|
03:AGGREGATE [FINALIZE]
|  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: d_week_seq, ss_store_sk
|  row-size=120B cardinality=63.85K
|
02:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF008 <- d_date_sk
|  row-size=39B cardinality=2.88M
|
|--01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     runtime filters: RF000 -> tpcds.date_dim.d_week_seq, RF006 -> tpcds.date_dim.d_week_seq
|     row-size=27B cardinality=73.05K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> tpcds.store_sales.ss_store_sk, RF008 -> ss_sold_date_sk
   row-size=12B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=103.14MB Threads=20
Per-Host Resource Estimates: Memory=601MB
PLAN-ROOT SINK
|
30:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name1 ASC, s_store_id1 ASC, d_week_seq1 ASC
|  limit: 100
|
17:TOP-N [LIMIT=100]
|  order by: s_store_name1 ASC, s_store_id1 ASC, d_week_seq1 ASC
|  row-size=272B cardinality=100
|
16:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: d_week_seq = d_week_seq - 52, s_store_id = s_store_id
|  runtime filters: RF000 <- d_week_seq - 52, RF001 <- s_store_id
|  row-size=336B cardinality=419.05M
|
|--29:EXCHANGE [HASH(d_week_seq - 52,s_store_id)]
|  |
|  15:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF010 <- s_store_sk
|  |  row-size=160B cardinality=50.14K
|  |
|  |--27:EXCHANGE [BROADCAST]
|  |  |
|  |  12:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=32B cardinality=12
|  |
|  14:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: d_week_seq = d.d_week_seq
|  |  runtime filters: RF012 <- d.d_week_seq
|  |  row-size=128B cardinality=50.14K
|  |
|  |--26:EXCHANGE [BROADCAST]
|  |  |
|  |  13:SCAN HDFS [tpcds.date_dim d]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_month_seq <= 1208, d_month_seq >= 1197
|  |     row-size=8B cardinality=7.30K
|  |
|  25:AGGREGATE [FINALIZE]
|  |  output: sum:merge(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  |  group by: d_week_seq, ss_store_sk
|  |  row-size=120B cardinality=63.85K
|  |
|  24:EXCHANGE [HASH(d_week_seq,ss_store_sk)]
|  |
|  11:AGGREGATE [STREAMING]
|  |  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  |  group by: d_week_seq, ss_store_sk
|  |  row-size=120B cardinality=63.85K
|  |
|  10:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF014 <- d_date_sk
|  |  row-size=39B cardinality=2.88M
|  |
|  |--23:EXCHANGE [BROADCAST]
|  |  |
|  |  09:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     runtime filters: RF012 -> tpcds.date_dim.d_week_seq
|  |     row-size=27B cardinality=73.05K
|  |
|  08:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF010 -> tpcds.store_sales.ss_store_sk, RF014 -> ss_sold_date_sk
|     row-size=12B cardinality=2.88M
|
28:EXCHANGE [HASH(d_week_seq,s_store_id)]
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=176B cardinality=50.14K
|
|--22:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF001 -> s_store_id
|     row-size=48B cardinality=12
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: d_week_seq = d.d_week_seq
|  runtime filters: RF006 <- d.d_week_seq
|  row-size=128B cardinality=50.14K
|
|--21:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpcds.date_dim d]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq <= 1196, d_month_seq >= 1185
|     runtime filters: RF000 -> d.d_week_seq
|     row-size=8B cardinality=7.30K
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: d_week_seq, ss_store_sk
|  row-size=120B cardinality=63.85K
|
19:EXCHANGE [HASH(d_week_seq,ss_store_sk)]
|
03:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: d_week_seq, ss_store_sk
|  row-size=120B cardinality=63.85K
|
02:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF008 <- d_date_sk
|  row-size=39B cardinality=2.88M
|
|--18:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     runtime filters: RF000 -> tpcds.date_dim.d_week_seq, RF006 -> tpcds.date_dim.d_week_seq
|     row-size=27B cardinality=73.05K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> tpcds.store_sales.ss_store_sk, RF008 -> ss_sold_date_sk
   row-size=12B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=202.53MB Threads=23
Per-Host Resource Estimates: Memory=483MB
PLAN-ROOT SINK
|
30:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name1 ASC, s_store_id1 ASC, d_week_seq1 ASC
|  limit: 100
|
17:TOP-N [LIMIT=100]
|  order by: s_store_name1 ASC, s_store_id1 ASC, d_week_seq1 ASC
|  row-size=272B cardinality=100
|
16:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: d_week_seq = d_week_seq - 52, s_store_id = s_store_id
|  runtime filters: RF000 <- d_week_seq - 52, RF001 <- s_store_id
|  row-size=336B cardinality=419.05M
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: d_week_seq - 52, s_store_id
|  |
|  29:EXCHANGE [HASH(d_week_seq - 52,s_store_id)]
|  |
|  15:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF010 <- s_store_sk
|  |  row-size=160B cardinality=50.14K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: s_store_sk
|  |  |
|  |  27:EXCHANGE [BROADCAST]
|  |  |
|  |  12:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=32B cardinality=12
|  |
|  14:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: d_week_seq = d.d_week_seq
|  |  runtime filters: RF012 <- d.d_week_seq
|  |  row-size=128B cardinality=50.14K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=02 plan-id=03 cohort-id=02
|  |  |  build expressions: d.d_week_seq
|  |  |
|  |  26:EXCHANGE [BROADCAST]
|  |  |
|  |  13:SCAN HDFS [tpcds.date_dim d]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_month_seq <= 1208, d_month_seq >= 1197
|  |     row-size=8B cardinality=7.30K
|  |
|  25:AGGREGATE [FINALIZE]
|  |  output: sum:merge(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  |  group by: d_week_seq, ss_store_sk
|  |  row-size=120B cardinality=63.85K
|  |
|  24:EXCHANGE [HASH(d_week_seq,ss_store_sk)]
|  |
|  11:AGGREGATE [STREAMING]
|  |  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  |  group by: d_week_seq, ss_store_sk
|  |  row-size=120B cardinality=63.85K
|  |
|  10:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF014 <- d_date_sk
|  |  row-size=39B cardinality=2.88M
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=03 plan-id=04 cohort-id=02
|  |  |  build expressions: d_date_sk
|  |  |
|  |  23:EXCHANGE [BROADCAST]
|  |  |
|  |  09:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     runtime filters: RF012 -> tpcds.date_dim.d_week_seq
|  |     row-size=27B cardinality=73.05K
|  |
|  08:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF010 -> tpcds.store_sales.ss_store_sk, RF014 -> ss_sold_date_sk
|     row-size=12B cardinality=2.88M
|
28:EXCHANGE [HASH(d_week_seq,s_store_id)]
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=176B cardinality=50.14K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  22:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF001 -> s_store_id
|     row-size=48B cardinality=12
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: d_week_seq = d.d_week_seq
|  runtime filters: RF006 <- d.d_week_seq
|  row-size=128B cardinality=50.14K
|
|--JOIN BUILD
|  |  join-table-id=05 plan-id=06 cohort-id=01
|  |  build expressions: d.d_week_seq
|  |
|  21:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpcds.date_dim d]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq <= 1196, d_month_seq >= 1185
|     runtime filters: RF000 -> d.d_week_seq
|     row-size=8B cardinality=7.30K
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum:merge(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: d_week_seq, ss_store_sk
|  row-size=120B cardinality=63.85K
|
19:EXCHANGE [HASH(d_week_seq,ss_store_sk)]
|
03:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN (d_day_name = 'Sunday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Monday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Tuesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Wednesday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Thursday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Friday') THEN ss_sales_price ELSE NULL END), sum(CASE WHEN (d_day_name = 'Saturday') THEN ss_sales_price ELSE NULL END)
|  group by: d_week_seq, ss_store_sk
|  row-size=120B cardinality=63.85K
|
02:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF008 <- d_date_sk
|  row-size=39B cardinality=2.88M
|
|--JOIN BUILD
|  |  join-table-id=06 plan-id=07 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  18:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     runtime filters: RF000 -> tpcds.date_dim.d_week_seq, RF006 -> tpcds.date_dim.d_week_seq
|     row-size=27B cardinality=73.05K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> tpcds.store_sales.ss_store_sk, RF008 -> ss_sold_date_sk
   row-size=12B cardinality=2.88M
====
# TPCDS-Q63
select
  *
from
  (select
    i_manager_id,
    sum(ss_sales_price) sum_sales,
    avg(sum(ss_sales_price)) over (partition by i_manager_id) avg_monthly_sales
  from
    item,
    store_sales,
    date_dim,
    store
  where
    ss_item_sk = i_item_sk
    and ss_sold_date_sk = d_date_sk
    and ss_store_sk = s_store_sk
    and d_month_seq in (1212, 1212 + 1, 1212 + 2, 1212 + 3, 1212 + 4, 1212 + 5, 1212 + 6, 1212 + 7, 1212 + 8, 1212 + 9, 1212 + 10, 1212 + 11)
    and ((i_category in ('Books', 'Children', 'Electronics')
      and i_class in ('personal', 'portable', 'refernece', 'self-help')
      and i_brand in ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9'))
    or (i_category in ('Women', 'Music', 'Men')
      and i_class in ('accessories', 'classical', 'fragrances', 'pants')
      and i_brand in ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
    and ss_sold_date_sk between 2451911 and 2452275  -- partition key filter
  group by
    i_manager_id,
    d_moy
  ) tmp1
where
case when avg_monthly_sales > 0 then abs (sum_sales - avg_monthly_sales) / avg_monthly_sales else null end > 0.1
order by
  i_manager_id,
  avg_monthly_sales,
  sum_sales
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=29.32MB Threads=5
Per-Host Resource Estimates: Memory=253MB
PLAN-ROOT SINK
|
11:TOP-N [LIMIT=100]
|  order by: i_manager_id ASC, avg_monthly_sales ASC, sum_sales ASC
|  row-size=36B cardinality=1
|
10:SELECT
|  predicates: CASE WHEN avg(sum(ss_sales_price)) > 0 THEN abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price)) ELSE NULL END > 0.1
|  row-size=40B cardinality=1
|
09:ANALYTIC
|  functions: avg(sum(ss_sales_price))
|  partition by: i_manager_id
|  row-size=40B cardinality=6
|
08:SORT
|  order by: i_manager_id ASC NULLS FIRST
|  row-size=24B cardinality=6
|
07:AGGREGATE [FINALIZE]
|  output: sum(ss_sales_price)
|  group by: i_manager_id, d_moy
|  row-size=24B cardinality=6
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=114B cardinality=6
|
|--03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=4B cardinality=12
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=110B cardinality=6
|
|--02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: tpcds.date_dim.d_date_sk <= 2452275, tpcds.date_dim.d_date_sk >= 2451911, d_month_seq IN (1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223)
|     row-size=12B cardinality=114
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=98B cardinality=92
|
|--00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Books', 'Children', 'Electronics') AND i_class IN ('personal', 'portable', 'refernece', 'self-help') AND i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9')) OR (i_category IN ('Women', 'Music', 'Men') AND i_class IN ('accessories', 'classical', 'fragrances', 'pants') AND i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
|     row-size=78B cardinality=3
|
01:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2451911, ss_sold_date_sk <= 2452275
   HDFS partitions=364/1824 files=364 size=66.85MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=546.31K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=39.26MB Threads=10
Per-Host Resource Estimates: Memory=279MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_manager_id ASC, avg_monthly_sales ASC, sum_sales ASC
|  limit: 100
|
11:TOP-N [LIMIT=100]
|  order by: i_manager_id ASC, avg_monthly_sales ASC, sum_sales ASC
|  row-size=36B cardinality=1
|
10:SELECT
|  predicates: CASE WHEN avg(sum(ss_sales_price)) > 0 THEN abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price)) ELSE NULL END > 0.1
|  row-size=40B cardinality=1
|
09:ANALYTIC
|  functions: avg(sum(ss_sales_price))
|  partition by: i_manager_id
|  row-size=40B cardinality=6
|
08:SORT
|  order by: i_manager_id ASC NULLS FIRST
|  row-size=24B cardinality=6
|
16:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_manager_id, d_moy
|  row-size=24B cardinality=6
|
15:EXCHANGE [HASH(i_manager_id)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_manager_id, d_moy
|  row-size=24B cardinality=6
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=114B cardinality=6
|
|--14:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=4B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=110B cardinality=6
|
|--13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: tpcds.date_dim.d_date_sk <= 2452275, tpcds.date_dim.d_date_sk >= 2451911, d_month_seq IN (1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223)
|     row-size=12B cardinality=114
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=98B cardinality=92
|
|--12:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Books', 'Children', 'Electronics') AND i_class IN ('personal', 'portable', 'refernece', 'self-help') AND i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9')) OR (i_category IN ('Women', 'Music', 'Men') AND i_class IN ('accessories', 'classical', 'fragrances', 'pants') AND i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
|     row-size=78B cardinality=3
|
01:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2451911, ss_sold_date_sk <= 2452275
   HDFS partitions=364/1824 files=364 size=66.85MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=546.31K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=82.52MB Threads=15
Per-Host Resource Estimates: Memory=226MB
PLAN-ROOT SINK
|
19:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_manager_id ASC, avg_monthly_sales ASC, sum_sales ASC
|  limit: 100
|
11:TOP-N [LIMIT=100]
|  order by: i_manager_id ASC, avg_monthly_sales ASC, sum_sales ASC
|  row-size=36B cardinality=1
|
10:SELECT
|  predicates: CASE WHEN avg(sum(ss_sales_price)) > 0 THEN abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price)) ELSE NULL END > 0.1
|  row-size=40B cardinality=1
|
09:ANALYTIC
|  functions: avg(sum(ss_sales_price))
|  partition by: i_manager_id
|  row-size=40B cardinality=6
|
08:SORT
|  order by: i_manager_id ASC NULLS FIRST
|  row-size=24B cardinality=6
|
18:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_manager_id, d_moy
|  row-size=24B cardinality=6
|
17:EXCHANGE [HASH(i_manager_id)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_manager_id, d_moy
|  row-size=24B cardinality=6
|
06:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=114B cardinality=6
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  16:EXCHANGE [HASH(s_store_sk)]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=4B cardinality=12
|
15:EXCHANGE [HASH(ss_store_sk)]
|
05:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=110B cardinality=6
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  14:EXCHANGE [HASH(d_date_sk)]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: tpcds.date_dim.d_date_sk <= 2452275, tpcds.date_dim.d_date_sk >= 2451911, d_month_seq IN (1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1220, 1221, 1222, 1223)
|     row-size=12B cardinality=114
|
13:EXCHANGE [HASH(ss_sold_date_sk)]
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=98B cardinality=92
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Books', 'Children', 'Electronics') AND i_class IN ('personal', 'portable', 'refernece', 'self-help') AND i_brand IN ('scholaramalgamalg #14', 'scholaramalgamalg #7', 'exportiunivamalg #9', 'scholaramalgamalg #9')) OR (i_category IN ('Women', 'Music', 'Men') AND i_class IN ('accessories', 'classical', 'fragrances', 'pants') AND i_brand IN ('amalgimporto #1', 'edu packscholar #1', 'exportiimporto #1', 'importoamalg #1')))
|     row-size=78B cardinality=3
|
01:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2451911, ss_sold_date_sk <= 2452275
   HDFS partitions=364/1824 files=364 size=66.85MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=546.31K
====
# TPCDS-Q65
select
  s_store_name,
  i_item_desc,
  sc.revenue,
  i_current_price,
  i_wholesale_cost,
  i_brand
from
  store,
  item,
  (select
    ss_store_sk,
    avg(revenue) as ave
  from
    (select
      ss_store_sk,
      ss_item_sk,
      sum(ss_sales_price) as revenue
    from
      store_sales,
      date_dim
    where
      ss_sold_date_sk = d_date_sk
      and d_month_seq between 1212 and 1212 + 11
    group by
      ss_store_sk,
      ss_item_sk
    ) sa
  group by
    ss_store_sk
  ) sb,
  (select
    ss_store_sk,
    ss_item_sk,
    sum(ss_sales_price) as revenue
  from
    store_sales,
    date_dim
  where
    ss_sold_date_sk = d_date_sk
    and d_month_seq between 1212 and 1212 + 11
  group by
    ss_store_sk,
    ss_item_sk
  ) sc
where
  sb.ss_store_sk = sc.ss_store_sk
  and sc.revenue <= 0.1 * sb.ave
  and s_store_sk = sc.ss_store_sk
  and i_item_sk = sc.ss_item_sk
order by
  s_store_name,
  i_item_desc
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=55.57MB Threads=7
Per-Host Resource Estimates: Memory=432MB
PLAN-ROOT SINK
|
14:TOP-N [LIMIT=100]
|  order by: s_store_name ASC, i_item_desc ASC
|  row-size=181B cardinality=100
|
13:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = ss_store_sk
|  other predicates: sum(ss_sales_price) <= 0.1 * avg(revenue)
|  runtime filters: RF000 <- ss_store_sk
|  row-size=225B cardinality=647.10K
|
|--06:AGGREGATE [FINALIZE]
|  |  output: avg(sum(ss_sales_price))
|  |  group by: ss_store_sk
|  |  row-size=20B cardinality=6
|  |
|  05:AGGREGATE [FINALIZE]
|  |  output: sum(ss_sales_price)
|  |  group by: ss_store_sk, ss_item_sk
|  |  row-size=28B cardinality=107.85K
|  |
|  04:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF008 <- d_date_sk
|  |  row-size=28B cardinality=2.88M
|  |
|  |--03:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_month_seq <= 1223, d_month_seq >= 1212
|  |     row-size=8B cardinality=7.30K
|  |
|  02:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF008 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
12:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=205B cardinality=107.85K
|
|--01:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=157B cardinality=18.00K
|
11:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=48B cardinality=107.85K
|
|--00:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF000 -> tpcds.store.s_store_sk
|     row-size=20B cardinality=12
|
10:AGGREGATE [FINALIZE]
|  output: sum(ss_sales_price)
|  group by: ss_store_sk, ss_item_sk
|  row-size=28B cardinality=107.85K
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=28B cardinality=2.88M
|
|--08:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq <= 1223, d_month_seq >= 1212
|     row-size=8B cardinality=7.30K
|
07:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_store_sk, RF002 -> tpcds.store_sales.ss_item_sk, RF004 -> tpcds.store_sales.ss_store_sk, RF006 -> ss_sold_date_sk
   row-size=20B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=76.51MB Threads=17
Per-Host Resource Estimates: Memory=502MB
PLAN-ROOT SINK
|
27:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name ASC, i_item_desc ASC
|  limit: 100
|
14:TOP-N [LIMIT=100]
|  order by: s_store_name ASC, i_item_desc ASC
|  row-size=181B cardinality=100
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = ss_store_sk
|  other predicates: sum(ss_sales_price) <= 0.1 * avg(revenue)
|  runtime filters: RF000 <- ss_store_sk
|  row-size=225B cardinality=647.10K
|
|--26:EXCHANGE [BROADCAST]
|  |
|  25:AGGREGATE [FINALIZE]
|  |  output: avg:merge(revenue)
|  |  group by: ss_store_sk
|  |  row-size=20B cardinality=6
|  |
|  24:EXCHANGE [HASH(ss_store_sk)]
|  |
|  06:AGGREGATE [STREAMING]
|  |  output: avg(sum(ss_sales_price))
|  |  group by: ss_store_sk
|  |  row-size=20B cardinality=6
|  |
|  23:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_sales_price)
|  |  group by: ss_store_sk, ss_item_sk
|  |  row-size=28B cardinality=107.85K
|  |
|  22:EXCHANGE [HASH(ss_store_sk,ss_item_sk)]
|  |
|  05:AGGREGATE [STREAMING]
|  |  output: sum(ss_sales_price)
|  |  group by: ss_store_sk, ss_item_sk
|  |  row-size=28B cardinality=107.85K
|  |
|  04:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF008 <- d_date_sk
|  |  row-size=28B cardinality=2.88M
|  |
|  |--21:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_month_seq <= 1223, d_month_seq >= 1212
|  |     row-size=8B cardinality=7.30K
|  |
|  02:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF008 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
12:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=205B cardinality=107.85K
|
|--20:EXCHANGE [HASH(i_item_sk)]
|  |
|  01:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=157B cardinality=18.00K
|
19:EXCHANGE [HASH(ss_item_sk)]
|
11:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=48B cardinality=107.85K
|
|--18:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF000 -> tpcds.store.s_store_sk
|     row-size=20B cardinality=12
|
17:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: ss_store_sk, ss_item_sk
|  row-size=28B cardinality=107.85K
|
16:EXCHANGE [HASH(ss_store_sk,ss_item_sk)]
|
10:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: ss_store_sk, ss_item_sk
|  row-size=28B cardinality=107.85K
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=28B cardinality=2.88M
|
|--15:EXCHANGE [BROADCAST]
|  |
|  08:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq <= 1223, d_month_seq >= 1212
|     row-size=8B cardinality=7.30K
|
07:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_store_sk, RF002 -> tpcds.store_sales.ss_item_sk, RF004 -> tpcds.store_sales.ss_store_sk, RF006 -> ss_sold_date_sk
   row-size=20B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=153.02MB Threads=21
Per-Host Resource Estimates: Memory=392MB
PLAN-ROOT SINK
|
27:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_store_name ASC, i_item_desc ASC
|  limit: 100
|
14:TOP-N [LIMIT=100]
|  order by: s_store_name ASC, i_item_desc ASC
|  row-size=181B cardinality=100
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = ss_store_sk
|  other predicates: sum(ss_sales_price) <= 0.1 * avg(revenue)
|  runtime filters: RF000 <- ss_store_sk
|  row-size=225B cardinality=647.10K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: ss_store_sk
|  |
|  26:EXCHANGE [BROADCAST]
|  |
|  25:AGGREGATE [FINALIZE]
|  |  output: avg:merge(revenue)
|  |  group by: ss_store_sk
|  |  row-size=20B cardinality=6
|  |
|  24:EXCHANGE [HASH(ss_store_sk)]
|  |
|  06:AGGREGATE [STREAMING]
|  |  output: avg(sum(ss_sales_price))
|  |  group by: ss_store_sk
|  |  row-size=20B cardinality=6
|  |
|  23:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_sales_price)
|  |  group by: ss_store_sk, ss_item_sk
|  |  row-size=28B cardinality=107.85K
|  |
|  22:EXCHANGE [HASH(ss_store_sk,ss_item_sk)]
|  |
|  05:AGGREGATE [STREAMING]
|  |  output: sum(ss_sales_price)
|  |  group by: ss_store_sk, ss_item_sk
|  |  row-size=28B cardinality=107.85K
|  |
|  04:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF008 <- d_date_sk
|  |  row-size=28B cardinality=2.88M
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: d_date_sk
|  |  |
|  |  21:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_month_seq <= 1223, d_month_seq >= 1212
|  |     row-size=8B cardinality=7.30K
|  |
|  02:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF008 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
12:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=205B cardinality=107.85K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  20:EXCHANGE [HASH(i_item_sk)]
|  |
|  01:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=157B cardinality=18.00K
|
19:EXCHANGE [HASH(ss_item_sk)]
|
11:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=48B cardinality=107.85K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  18:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     runtime filters: RF000 -> tpcds.store.s_store_sk
|     row-size=20B cardinality=12
|
17:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: ss_store_sk, ss_item_sk
|  row-size=28B cardinality=107.85K
|
16:EXCHANGE [HASH(ss_store_sk,ss_item_sk)]
|
10:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: ss_store_sk, ss_item_sk
|  row-size=28B cardinality=107.85K
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF006 <- d_date_sk
|  row-size=28B cardinality=2.88M
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  08:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_month_seq <= 1223, d_month_seq >= 1212
|     row-size=8B cardinality=7.30K
|
07:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_store_sk, RF002 -> tpcds.store_sales.ss_item_sk, RF004 -> tpcds.store_sales.ss_store_sk, RF006 -> ss_sold_date_sk
   row-size=20B cardinality=2.88M
====
# TPCDS-Q68
select
  c_last_name,
  c_first_name,
  ca_city,
  bought_city,
  ss_ticket_number,
  extended_price,
  extended_tax,
  list_price
from
  (select
    ss_ticket_number,
    ss_customer_sk,
    ca_city bought_city,
    sum(ss_ext_sales_price) extended_price,
    sum(ss_ext_list_price) list_price,
    sum(ss_ext_tax) extended_tax
  from
    store_sales,
    date_dim,
    store,
    household_demographics,
    customer_address
  where
    store_sales.ss_sold_date_sk = date_dim.d_date_sk
    and store_sales.ss_store_sk = store.s_store_sk
    and store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
    and store_sales.ss_addr_sk = customer_address.ca_address_sk
    and (household_demographics.hd_dep_count = 5
      or household_demographics.hd_vehicle_count = 3)
    and store.s_city in ('Midway', 'Fairview')
    and d_date between '1999-01-01' and '1999-03-31'
  group by
    ss_ticket_number,
    ss_customer_sk,
    ss_addr_sk,
    ca_city
  ) dn,
  customer,
  customer_address current_addr
where
  ss_customer_sk = c_customer_sk
  and customer.c_current_addr_sk = current_addr.ca_address_sk
  and current_addr.ca_city <> bought_city
order by
  c_last_name,
  ss_ticket_number
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=84.06MB Threads=8
Per-Host Resource Estimates: Memory=378MB
PLAN-ROOT SINK
|
14:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, ss_ticket_number ASC
|  row-size=134B cardinality=100
|
13:HASH JOIN [INNER JOIN]
|  hash predicates: customer.c_current_addr_sk = current_addr.ca_address_sk
|  other predicates: current_addr.ca_city != ca_city
|  runtime filters: RF000 <- current_addr.ca_address_sk
|  row-size=154B cardinality=702.92K
|
|--11:SCAN HDFS [tpcds.customer_address current_addr]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
12:HASH JOIN [INNER JOIN]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=129B cardinality=702.92K
|
|--10:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> customer.c_current_addr_sk
|     row-size=44B cardinality=100.00K
|
09:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price), sum(ss_ext_list_price), sum(ss_ext_tax)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=85B cardinality=702.92K
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_addr_sk = customer_address.ca_address_sk
|  runtime filters: RF004 <- customer_address.ca_address_sk
|  row-size=125B cardinality=702.92K
|
|--04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF006 <- store.s_store_sk
|  row-size=101B cardinality=702.92K
|
|--02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_city IN ('Midway', 'Fairview')
|     row-size=23B cardinality=12
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF008 <- date_dim.d_date_sk
|  row-size=78B cardinality=702.92K
|
|--01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_date <= '1999-03-31', d_date >= '1999-01-01'
|     row-size=26B cardinality=7.30K
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF010 <- household_demographics.hd_demo_sk
|  row-size=52B cardinality=702.92K
|
|--03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 5 OR household_demographics.hd_vehicle_count = 3)
|     row-size=12B cardinality=1.80K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF002 -> tpcds.store_sales.ss_customer_sk, RF004 -> store_sales.ss_addr_sk, RF006 -> store_sales.ss_store_sk, RF008 -> store_sales.ss_sold_date_sk, RF010 -> store_sales.ss_hdemo_sk
   row-size=40B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=136.32MB Threads=16
Per-Host Resource Estimates: Memory=465MB
PLAN-ROOT SINK
|
23:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, ss_ticket_number ASC
|  limit: 100
|
14:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, ss_ticket_number ASC
|  row-size=134B cardinality=100
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: customer.c_current_addr_sk = current_addr.ca_address_sk
|  other predicates: current_addr.ca_city != ca_city
|  runtime filters: RF000 <- current_addr.ca_address_sk
|  row-size=154B cardinality=702.92K
|
|--22:EXCHANGE [BROADCAST]
|  |
|  11:SCAN HDFS [tpcds.customer_address current_addr]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=129B cardinality=702.92K
|
|--21:EXCHANGE [BROADCAST]
|  |
|  10:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> customer.c_current_addr_sk
|     row-size=44B cardinality=100.00K
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price), sum:merge(ss_ext_list_price), sum:merge(ss_ext_tax)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=85B cardinality=702.92K
|
19:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk,ss_addr_sk,ca_city)]
|
09:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price), sum(ss_ext_list_price), sum(ss_ext_tax)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=85B cardinality=702.92K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_addr_sk = customer_address.ca_address_sk
|  runtime filters: RF004 <- customer_address.ca_address_sk
|  row-size=125B cardinality=702.92K
|
|--18:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF006 <- store.s_store_sk
|  row-size=101B cardinality=702.92K
|
|--17:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_city IN ('Midway', 'Fairview')
|     row-size=23B cardinality=12
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF008 <- date_dim.d_date_sk
|  row-size=78B cardinality=702.92K
|
|--16:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_date <= '1999-03-31', d_date >= '1999-01-01'
|     row-size=26B cardinality=7.30K
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF010 <- household_demographics.hd_demo_sk
|  row-size=52B cardinality=702.92K
|
|--15:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 5 OR household_demographics.hd_vehicle_count = 3)
|     row-size=12B cardinality=1.80K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF002 -> tpcds.store_sales.ss_customer_sk, RF004 -> store_sales.ss_addr_sk, RF006 -> store_sales.ss_store_sk, RF008 -> store_sales.ss_sold_date_sk, RF010 -> store_sales.ss_hdemo_sk
   row-size=40B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=204.64MB Threads=17
Per-Host Resource Estimates: Memory=401MB
PLAN-ROOT SINK
|
23:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, ss_ticket_number ASC
|  limit: 100
|
14:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, ss_ticket_number ASC
|  row-size=134B cardinality=100
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: customer.c_current_addr_sk = current_addr.ca_address_sk
|  other predicates: current_addr.ca_city != ca_city
|  runtime filters: RF000 <- current_addr.ca_address_sk
|  row-size=154B cardinality=702.92K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: current_addr.ca_address_sk
|  |
|  22:EXCHANGE [BROADCAST]
|  |
|  11:SCAN HDFS [tpcds.customer_address current_addr]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=129B cardinality=702.92K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: c_customer_sk
|  |
|  21:EXCHANGE [BROADCAST]
|  |
|  10:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> customer.c_current_addr_sk
|     row-size=44B cardinality=100.00K
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price), sum:merge(ss_ext_list_price), sum:merge(ss_ext_tax)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=85B cardinality=702.92K
|
19:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk,ss_addr_sk,ca_city)]
|
09:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price), sum(ss_ext_list_price), sum(ss_ext_tax)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, ca_city
|  row-size=85B cardinality=702.92K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_addr_sk = customer_address.ca_address_sk
|  runtime filters: RF004 <- customer_address.ca_address_sk
|  row-size=125B cardinality=702.92K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: customer_address.ca_address_sk
|  |
|  18:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=25B cardinality=50.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF006 <- store.s_store_sk
|  row-size=101B cardinality=702.92K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: store.s_store_sk
|  |
|  17:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_city IN ('Midway', 'Fairview')
|     row-size=23B cardinality=12
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF008 <- date_dim.d_date_sk
|  row-size=78B cardinality=702.92K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: date_dim.d_date_sk
|  |
|  16:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_date <= '1999-03-31', d_date >= '1999-01-01'
|     row-size=26B cardinality=7.30K
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF010 <- household_demographics.hd_demo_sk
|  row-size=52B cardinality=702.92K
|
|--JOIN BUILD
|  |  join-table-id=05 plan-id=06 cohort-id=01
|  |  build expressions: household_demographics.hd_demo_sk
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 5 OR household_demographics.hd_vehicle_count = 3)
|     row-size=12B cardinality=1.80K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF002 -> tpcds.store_sales.ss_customer_sk, RF004 -> store_sales.ss_addr_sk, RF006 -> store_sales.ss_store_sk, RF008 -> store_sales.ss_sold_date_sk, RF010 -> store_sales.ss_hdemo_sk
   row-size=40B cardinality=2.88M
====
# TPCDS-Q73
select
  c_last_name,
  c_first_name,
  c_salutation,
  c_preferred_cust_flag,
  ss_ticket_number,
  cnt
from
  (select
    ss_ticket_number,
    ss_customer_sk,
    count(*) cnt
  from
    store_sales,
    date_dim,
    store,
    household_demographics
  where
    store_sales.ss_sold_date_sk = date_dim.d_date_sk
    and store_sales.ss_store_sk = store.s_store_sk
    and store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
    and (household_demographics.hd_buy_potential = '>10000'
      or household_demographics.hd_buy_potential = 'unknown')
    and household_demographics.hd_vehicle_count > 0
    and case when household_demographics.hd_vehicle_count > 0 then household_demographics.hd_dep_count / household_demographics.hd_vehicle_count else null end > 1
    and store.s_county in ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County')
  group by
    ss_ticket_number,
    ss_customer_sk
  ) dj,
  customer
where
  ss_customer_sk = c_customer_sk
  and cnt between 1 and 5
order by
  cnt desc
limit 1000
---- PLAN
Max Per-Host Resource Reservation: Memory=34.07MB Threads=6
Per-Host Resource Estimates: Memory=298MB
PLAN-ROOT SINK
|
10:TOP-N [LIMIT=1000]
|  order by: cnt DESC
|  row-size=80B cardinality=1.00K
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: c_customer_sk = ss_customer_sk
|  runtime filters: RF000 <- ss_customer_sk
|  row-size=88B cardinality=16.25K
|
|--07:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  group by: ss_ticket_number, ss_customer_sk
|  |  having: count(*) <= 5, count(*) >= 1
|  |  row-size=20B cardinality=16.25K
|  |
|  06:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  |  runtime filters: RF002 <- store.s_store_sk
|  |  row-size=93B cardinality=162.45K
|  |
|  |--02:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_county IN ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County')
|  |     row-size=33B cardinality=12
|  |
|  05:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  |  runtime filters: RF004 <- date_dim.d_date_sk
|  |  row-size=60B cardinality=162.45K
|  |
|  |--01:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     row-size=4B cardinality=73.05K
|  |
|  04:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  |  row-size=56B cardinality=162.45K
|  |
|  |--03:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: household_demographics.hd_vehicle_count > 0, household_demographics.hd_buy_potential IN ('>10000', 'unknown'), CASE WHEN household_demographics.hd_vehicle_count > 0 THEN household_demographics.hd_dep_count / household_demographics.hd_vehicle_count ELSE NULL END > 1
|  |     row-size=32B cardinality=416
|  |
|  00:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF002 -> store_sales.ss_store_sk, RF004 -> store_sales.ss_sold_date_sk, RF006 -> store_sales.ss_hdemo_sk
|     row-size=24B cardinality=2.88M
|
08:SCAN HDFS [tpcds.customer]
   HDFS partitions=1/1 files=1 size=12.60MB
   runtime filters: RF000 -> c_customer_sk
   row-size=68B cardinality=100.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=49.45MB Threads=13
Per-Host Resource Estimates: Memory=336MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: cnt DESC
|  limit: 1000
|
10:TOP-N [LIMIT=1000]
|  order by: cnt DESC
|  row-size=80B cardinality=1.00K
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF000 <- c_customer_sk
|  row-size=88B cardinality=16.25K
|
|--17:EXCHANGE [HASH(c_customer_sk)]
|  |
|  08:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     row-size=68B cardinality=100.00K
|
16:EXCHANGE [HASH(ss_customer_sk)]
|
15:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: ss_ticket_number, ss_customer_sk
|  having: count(*) <= 5, count(*) >= 1
|  row-size=20B cardinality=16.25K
|
14:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk)]
|
07:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: ss_ticket_number, ss_customer_sk
|  row-size=20B cardinality=162.45K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF002 <- store.s_store_sk
|  row-size=93B cardinality=162.45K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_county IN ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County')
|     row-size=33B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF004 <- date_dim.d_date_sk
|  row-size=60B cardinality=162.45K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     row-size=4B cardinality=73.05K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  row-size=56B cardinality=162.45K
|
|--11:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: household_demographics.hd_vehicle_count > 0, household_demographics.hd_buy_potential IN ('>10000', 'unknown'), CASE WHEN household_demographics.hd_vehicle_count > 0 THEN household_demographics.hd_dep_count / household_demographics.hd_vehicle_count ELSE NULL END > 1
|     row-size=32B cardinality=416
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_customer_sk, RF002 -> store_sales.ss_store_sk, RF004 -> store_sales.ss_sold_date_sk, RF006 -> store_sales.ss_hdemo_sk
   row-size=24B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=87.52MB Threads=15
Per-Host Resource Estimates: Memory=279MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: cnt DESC
|  limit: 1000
|
10:TOP-N [LIMIT=1000]
|  order by: cnt DESC
|  row-size=80B cardinality=1.00K
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF000 <- c_customer_sk
|  row-size=88B cardinality=16.25K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: c_customer_sk
|  |
|  17:EXCHANGE [HASH(c_customer_sk)]
|  |
|  08:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     row-size=68B cardinality=100.00K
|
16:EXCHANGE [HASH(ss_customer_sk)]
|
15:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: ss_ticket_number, ss_customer_sk
|  having: count(*) <= 5, count(*) >= 1
|  row-size=20B cardinality=16.25K
|
14:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk)]
|
07:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: ss_ticket_number, ss_customer_sk
|  row-size=20B cardinality=162.45K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF002 <- store.s_store_sk
|  row-size=93B cardinality=162.45K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: store.s_store_sk
|  |
|  13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_county IN ('Saginaw County', 'Sumner County', 'Appanoose County', 'Daviess County')
|     row-size=33B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF004 <- date_dim.d_date_sk
|  row-size=60B cardinality=162.45K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: date_dim.d_date_sk
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     row-size=4B cardinality=73.05K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  row-size=56B cardinality=162.45K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: household_demographics.hd_demo_sk
|  |
|  11:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: household_demographics.hd_vehicle_count > 0, household_demographics.hd_buy_potential IN ('>10000', 'unknown'), CASE WHEN household_demographics.hd_vehicle_count > 0 THEN household_demographics.hd_dep_count / household_demographics.hd_vehicle_count ELSE NULL END > 1
|     row-size=32B cardinality=416
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_customer_sk, RF002 -> store_sales.ss_store_sk, RF004 -> store_sales.ss_sold_date_sk, RF006 -> store_sales.ss_hdemo_sk
   row-size=24B cardinality=2.88M
====
# TPCDS-Q79
select
  c_last_name,
  c_first_name,
  substr(s_city, 1, 30),
  ss_ticket_number,
  amt,
  profit
from
  (select
    ss_ticket_number,
    ss_customer_sk,
    store.s_city,
    sum(ss_coupon_amt) amt,
    sum(ss_net_profit) profit
  from
    store_sales,
    date_dim,
    store,
    household_demographics
  where
    store_sales.ss_sold_date_sk = date_dim.d_date_sk
    and store_sales.ss_store_sk = store.s_store_sk
    and store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
    and (household_demographics.hd_dep_count = 8
      or household_demographics.hd_vehicle_count > 0)
    and store.s_number_employees between 200 and 295
    and d_date between '1999-01-01' and '1999-03-31'
  group by
    ss_ticket_number,
    ss_customer_sk,
    ss_addr_sk,
    store.s_city
  ) ms,
  customer
where
  ss_customer_sk = c_customer_sk
order by
  c_last_name,
  c_first_name,
  substr(s_city, 1, 30),
  profit
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=34.07MB Threads=6
Per-Host Resource Estimates: Memory=298MB
PLAN-ROOT SINK
|
10:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, c_first_name ASC, substr(s_city, 1, 30) ASC, profit ASC
|  row-size=88B cardinality=100
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: c_customer_sk = ss_customer_sk
|  runtime filters: RF000 <- ss_customer_sk
|  row-size=106B cardinality=46.86K
|
|--07:AGGREGATE [FINALIZE]
|  |  output: sum(ss_coupon_amt), sum(ss_net_profit)
|  |  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, store.s_city
|  |  row-size=67B cardinality=46.86K
|  |
|  06:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  |  runtime filters: RF002 <- date_dim.d_date_sk
|  |  row-size=101B cardinality=46.86K
|  |
|  |--01:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_date <= '1999-03-31', d_date >= '1999-01-01'
|  |     row-size=26B cardinality=7.30K
|  |
|  05:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  |  runtime filters: RF004 <- store.s_store_sk
|  |  row-size=75B cardinality=46.86K
|  |
|  |--02:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_number_employees <= 295, store.s_number_employees >= 200
|  |     row-size=27B cardinality=1
|  |
|  04:HASH JOIN [INNER JOIN]
|  |  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  |  row-size=48B cardinality=281.17K
|  |
|  |--03:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: (household_demographics.hd_dep_count = 8 OR household_demographics.hd_vehicle_count > 0)
|  |     row-size=12B cardinality=720
|  |
|  00:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF002 -> store_sales.ss_sold_date_sk, RF004 -> store_sales.ss_store_sk, RF006 -> store_sales.ss_hdemo_sk
|     row-size=36B cardinality=2.88M
|
08:SCAN HDFS [tpcds.customer]
   HDFS partitions=1/1 files=1 size=12.60MB
   runtime filters: RF000 -> c_customer_sk
   row-size=40B cardinality=100.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=45.70MB Threads=13
Per-Host Resource Estimates: Memory=330MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, c_first_name ASC, substr(s_city, 1, 30) ASC, profit ASC
|  limit: 100
|
10:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, c_first_name ASC, substr(s_city, 1, 30) ASC, profit ASC
|  row-size=88B cardinality=100
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF000 <- c_customer_sk
|  row-size=106B cardinality=46.86K
|
|--17:EXCHANGE [HASH(c_customer_sk)]
|  |
|  08:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     row-size=40B cardinality=100.00K
|
16:EXCHANGE [HASH(ss_customer_sk)]
|
15:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_coupon_amt), sum:merge(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, store.s_city
|  row-size=67B cardinality=46.86K
|
14:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk,ss_addr_sk,store.s_city)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_coupon_amt), sum(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, store.s_city
|  row-size=67B cardinality=46.86K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF002 <- date_dim.d_date_sk
|  row-size=101B cardinality=46.86K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_date <= '1999-03-31', d_date >= '1999-01-01'
|     row-size=26B cardinality=7.30K
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF004 <- store.s_store_sk
|  row-size=75B cardinality=46.86K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_number_employees <= 295, store.s_number_employees >= 200
|     row-size=27B cardinality=1
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  row-size=48B cardinality=281.17K
|
|--11:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 8 OR household_demographics.hd_vehicle_count > 0)
|     row-size=12B cardinality=720
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_customer_sk, RF002 -> store_sales.ss_sold_date_sk, RF004 -> store_sales.ss_store_sk, RF006 -> store_sales.ss_hdemo_sk
   row-size=36B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=83.77MB Threads=15
Per-Host Resource Estimates: Memory=270MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: c_last_name ASC, c_first_name ASC, substr(s_city, 1, 30) ASC, profit ASC
|  limit: 100
|
10:TOP-N [LIMIT=100]
|  order by: c_last_name ASC, c_first_name ASC, substr(s_city, 1, 30) ASC, profit ASC
|  row-size=88B cardinality=100
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF000 <- c_customer_sk
|  row-size=106B cardinality=46.86K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: c_customer_sk
|  |
|  17:EXCHANGE [HASH(c_customer_sk)]
|  |
|  08:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     row-size=40B cardinality=100.00K
|
16:EXCHANGE [HASH(ss_customer_sk)]
|
15:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_coupon_amt), sum:merge(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, store.s_city
|  row-size=67B cardinality=46.86K
|
14:EXCHANGE [HASH(ss_ticket_number,ss_customer_sk,ss_addr_sk,store.s_city)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_coupon_amt), sum(ss_net_profit)
|  group by: ss_ticket_number, ss_customer_sk, ss_addr_sk, store.s_city
|  row-size=67B cardinality=46.86K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_sold_date_sk = date_dim.d_date_sk
|  runtime filters: RF002 <- date_dim.d_date_sk
|  row-size=101B cardinality=46.86K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: date_dim.d_date_sk
|  |
|  13:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_date <= '1999-03-31', d_date >= '1999-01-01'
|     row-size=26B cardinality=7.30K
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_store_sk = store.s_store_sk
|  runtime filters: RF004 <- store.s_store_sk
|  row-size=75B cardinality=46.86K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: store.s_store_sk
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_number_employees <= 295, store.s_number_employees >= 200
|     row-size=27B cardinality=1
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF006 <- household_demographics.hd_demo_sk
|  row-size=48B cardinality=281.17K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: household_demographics.hd_demo_sk
|  |
|  11:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: (household_demographics.hd_dep_count = 8 OR household_demographics.hd_vehicle_count > 0)
|     row-size=12B cardinality=720
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> tpcds.store_sales.ss_customer_sk, RF002 -> store_sales.ss_sold_date_sk, RF004 -> store_sales.ss_store_sk, RF006 -> store_sales.ss_hdemo_sk
   row-size=36B cardinality=2.88M
====
# TPCDS-Q89
select * from (select  *
from (
select i_category, i_class, i_brand,
       s_store_name, s_company_name,
       d_moy,
       sum(ss_sales_price) sum_sales,
       avg(sum(ss_sales_price)) over
         (partition by i_category, i_brand, s_store_name, s_company_name)
         avg_monthly_sales
from item, store_sales, date_dim, store
where ss_item_sk = i_item_sk and
      ss_sold_date_sk = d_date_sk and
      ss_store_sk = s_store_sk and
      d_year in (2000) and
        ((i_category in ('Children','Music','Home') and
          i_class in ('toddlers','pop','lighting')
         )
      or (i_category in ('Jewelry','Books','Sports') and
          i_class in ('costume','travel','football')
        ))
group by i_category, i_class, i_brand,
         s_store_name, s_company_name, d_moy) tmp1
where case when (avg_monthly_sales <> 0) then (abs(sum_sales - avg_monthly_sales) / avg_monthly_sales) else null end > 0.1
order by sum_sales - avg_monthly_sales, s_store_name
limit 100) tmp2
---- PLAN
Max Per-Host Resource Reservation: Memory=36.82MB Threads=5
Per-Host Resource Estimates: Memory=253MB
PLAN-ROOT SINK
|
11:TOP-N [LIMIT=100]
|  order by: sum_sales - avg_monthly_sales ASC, s_store_name ASC
|  row-size=137B cardinality=100
|
10:SELECT
|  predicates: CASE WHEN (avg(sum(ss_sales_price)) != 0) THEN (abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price))) ELSE NULL END > 0.1
|  row-size=137B cardinality=1.07K
|
09:ANALYTIC
|  functions: avg(sum(ss_sales_price))
|  partition by: i_category, i_brand, s_store_name, s_company_name
|  row-size=137B cardinality=10.67K
|
08:SORT
|  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST
|  row-size=121B cardinality=10.67K
|
07:AGGREGATE [FINALIZE]
|  output: sum(ss_sales_price)
|  group by: i_category, i_class, i_brand, s_store_name, s_company_name, d_moy
|  row-size=121B cardinality=10.67K
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=145B cardinality=10.67K
|
|--03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=39B cardinality=12
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=106B cardinality=10.67K
|
|--02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year IN (2000)
|     row-size=12B cardinality=373
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=94B cardinality=52.17K
|
|--00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Children', 'Music', 'Home') AND i_class IN ('toddlers', 'pop', 'lighting')) OR (i_category IN ('Jewelry', 'Books', 'Sports') AND i_class IN ('costume', 'travel', 'football')))
|     row-size=74B cardinality=326
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=52.76MB Threads=10
Per-Host Resource Estimates: Memory=285MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum_sales - avg_monthly_sales ASC, s_store_name ASC
|  limit: 100
|
11:TOP-N [LIMIT=100]
|  order by: sum_sales - avg_monthly_sales ASC, s_store_name ASC
|  row-size=137B cardinality=100
|
10:SELECT
|  predicates: CASE WHEN (avg(sum(ss_sales_price)) != 0) THEN (abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price))) ELSE NULL END > 0.1
|  row-size=137B cardinality=1.07K
|
09:ANALYTIC
|  functions: avg(sum(ss_sales_price))
|  partition by: i_category, i_brand, s_store_name, s_company_name
|  row-size=137B cardinality=10.67K
|
08:SORT
|  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST
|  row-size=121B cardinality=10.67K
|
16:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_category, i_class, i_brand, s_store_name, s_company_name, d_moy
|  row-size=121B cardinality=10.67K
|
15:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_category, i_class, i_brand, s_store_name, s_company_name, d_moy
|  row-size=121B cardinality=10.67K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=145B cardinality=10.67K
|
|--14:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=39B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=106B cardinality=10.67K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year IN (2000)
|     row-size=12B cardinality=373
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=94B cardinality=52.17K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Children', 'Music', 'Home') AND i_class IN ('toddlers', 'pop', 'lighting')) OR (i_category IN ('Jewelry', 'Books', 'Sports') AND i_class IN ('costume', 'travel', 'football')))
|     row-size=74B cardinality=326
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=105.52MB Threads=11
Per-Host Resource Estimates: Memory=234MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum_sales - avg_monthly_sales ASC, s_store_name ASC
|  limit: 100
|
11:TOP-N [LIMIT=100]
|  order by: sum_sales - avg_monthly_sales ASC, s_store_name ASC
|  row-size=137B cardinality=100
|
10:SELECT
|  predicates: CASE WHEN (avg(sum(ss_sales_price)) != 0) THEN (abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price))) ELSE NULL END > 0.1
|  row-size=137B cardinality=1.07K
|
09:ANALYTIC
|  functions: avg(sum(ss_sales_price))
|  partition by: i_category, i_brand, s_store_name, s_company_name
|  row-size=137B cardinality=10.67K
|
08:SORT
|  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST
|  row-size=121B cardinality=10.67K
|
16:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_category, i_class, i_brand, s_store_name, s_company_name, d_moy
|  row-size=121B cardinality=10.67K
|
15:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|
07:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_category, i_class, i_brand, s_store_name, s_company_name, d_moy
|  row-size=121B cardinality=10.67K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=145B cardinality=10.67K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  14:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=39B cardinality=12
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF002 <- d_date_sk
|  row-size=106B cardinality=10.67K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  13:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year IN (2000)
|     row-size=12B cardinality=373
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF004 <- i_item_sk
|  row-size=94B cardinality=52.17K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: ((i_category IN ('Children', 'Music', 'Home') AND i_class IN ('toddlers', 'pop', 'lighting')) OR (i_category IN ('Jewelry', 'Books', 'Sports') AND i_class IN ('costume', 'travel', 'football')))
|     row-size=74B cardinality=326
|
01:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_sold_date_sk, RF004 -> ss_item_sk
   row-size=20B cardinality=2.88M
====
# TPCDS-Q96
SELECT
  COUNT(*) AS total
FROM store_sales ss
JOIN time_dim td
  ON (ss.ss_sold_time_sk = td.t_time_sk)
JOIN household_demographics hd
  ON (ss.ss_hdemo_sk = hd.hd_demo_sk)
JOIN store s
  ON (ss.ss_store_sk = s.s_store_sk)
WHERE
  td.t_hour = 8
  AND td.t_minute >= 30
  AND hd.hd_dep_count = 5
  AND s.s_store_name = 'ese'
---- PLAN
Max Per-Host Resource Reservation: Memory=25.07MB Threads=5
Per-Host Resource Estimates: Memory=233MB
PLAN-ROOT SINK
|
07:AGGREGATE [FINALIZE]
|  output: count(*)
|  row-size=8B cardinality=1
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: ss.ss_store_sk = s.s_store_sk
|  runtime filters: RF000 <- s.s_store_sk
|  row-size=52B cardinality=2.27K
|
|--03:SCAN HDFS [tpcds.store s]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s.s_store_name = 'ese'
|     row-size=20B cardinality=2
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: ss.ss_hdemo_sk = hd.hd_demo_sk
|  runtime filters: RF002 <- hd.hd_demo_sk
|  row-size=32B cardinality=6.82K
|
|--02:SCAN HDFS [tpcds.household_demographics hd]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: hd.hd_dep_count = 5
|     row-size=8B cardinality=720
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss.ss_sold_time_sk = td.t_time_sk
|  runtime filters: RF004 <- td.t_time_sk
|  row-size=24B cardinality=69.82K
|
|--01:SCAN HDFS [tpcds.time_dim td]
|     HDFS partitions=1/1 files=1 size=4.87MB
|     predicates: td.t_hour = 8, td.t_minute >= 30
|     row-size=12B cardinality=1.14K
|
00:SCAN HDFS [tpcds.store_sales ss]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss.ss_store_sk, RF002 -> ss.ss_hdemo_sk, RF004 -> ss.ss_sold_time_sk
   row-size=12B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=25.07MB Threads=9
Per-Host Resource Estimates: Memory=253MB
PLAN-ROOT SINK
|
12:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  row-size=8B cardinality=1
|
11:EXCHANGE [UNPARTITIONED]
|
07:AGGREGATE
|  output: count(*)
|  row-size=8B cardinality=1
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss.ss_store_sk = s.s_store_sk
|  runtime filters: RF000 <- s.s_store_sk
|  row-size=52B cardinality=2.27K
|
|--10:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store s]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s.s_store_name = 'ese'
|     row-size=20B cardinality=2
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss.ss_hdemo_sk = hd.hd_demo_sk
|  runtime filters: RF002 <- hd.hd_demo_sk
|  row-size=32B cardinality=6.82K
|
|--09:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.household_demographics hd]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: hd.hd_dep_count = 5
|     row-size=8B cardinality=720
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss.ss_sold_time_sk = td.t_time_sk
|  runtime filters: RF004 <- td.t_time_sk
|  row-size=24B cardinality=69.82K
|
|--08:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.time_dim td]
|     HDFS partitions=1/1 files=1 size=4.87MB
|     predicates: td.t_hour = 8, td.t_minute >= 30
|     row-size=12B cardinality=1.14K
|
00:SCAN HDFS [tpcds.store_sales ss]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss.ss_store_sk, RF002 -> ss.ss_hdemo_sk, RF004 -> ss.ss_sold_time_sk
   row-size=12B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=50.14MB Threads=9
Per-Host Resource Estimates: Memory=176MB
PLAN-ROOT SINK
|
12:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  row-size=8B cardinality=1
|
11:EXCHANGE [UNPARTITIONED]
|
07:AGGREGATE
|  output: count(*)
|  row-size=8B cardinality=1
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss.ss_store_sk = s.s_store_sk
|  runtime filters: RF000 <- s.s_store_sk
|  row-size=52B cardinality=2.27K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s.s_store_sk
|  |
|  10:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store s]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s.s_store_name = 'ese'
|     row-size=20B cardinality=2
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss.ss_hdemo_sk = hd.hd_demo_sk
|  runtime filters: RF002 <- hd.hd_demo_sk
|  row-size=32B cardinality=6.82K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: hd.hd_demo_sk
|  |
|  09:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.household_demographics hd]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: hd.hd_dep_count = 5
|     row-size=8B cardinality=720
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss.ss_sold_time_sk = td.t_time_sk
|  runtime filters: RF004 <- td.t_time_sk
|  row-size=24B cardinality=69.82K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: td.t_time_sk
|  |
|  08:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.time_dim td]
|     HDFS partitions=1/1 files=1 size=4.87MB
|     predicates: td.t_hour = 8, td.t_minute >= 30
|     row-size=12B cardinality=1.14K
|
00:SCAN HDFS [tpcds.store_sales ss]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss.ss_store_sk, RF002 -> ss.ss_hdemo_sk, RF004 -> ss.ss_sold_time_sk
   row-size=12B cardinality=2.88M
====
# TPCDS-Q98
select
  i_item_desc,
  i_category,
  i_class,
  i_current_price,
  sum(ss_ext_sales_price) as itemrevenue,
  sum(ss_ext_sales_price)*100/sum(sum(ss_ext_sales_price)) over (partition by i_class) as revenueratio
from
  store_sales,
  item,
  date_dim
where
  ss_item_sk = i_item_sk
  and i_category in ('Jewelry', 'Sports', 'Books')
  and ss_sold_date_sk = d_date_sk
  and ss_sold_date_sk between 2451911 and 2451941
  and d_date between '2001-01-01' and '2001-01-31' -- original uses interval and the
group by
  i_item_id,
  i_item_desc,
  i_category,
  i_class,
  i_current_price
order by
  i_category,
  i_class,
  i_item_id,
  i_item_desc,
  revenueratio
limit 1000
---- PLAN
Max Per-Host Resource Reservation: Memory=26.50MB Threads=4
Per-Host Resource Estimates: Memory=218MB
PLAN-ROOT SINK
|
08:TOP-N [LIMIT=1000]
|  order by: i_category ASC, i_class ASC, i_item_id ASC, i_item_desc ASC, sum(ss_ext_sales_price) * 100 / sum(sum(ss_ext_sales_price)) ASC
|  row-size=214B cardinality=1.00K
|
07:ANALYTIC
|  functions: sum(sum(ss_ext_sales_price))
|  partition by: i_class
|  row-size=214B cardinality=29.80K
|
06:SORT
|  order by: i_class ASC NULLS FIRST
|  row-size=198B cardinality=29.80K
|
05:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price)
|  group by: i_item_id, i_item_desc, i_category, i_class, i_current_price
|  row-size=198B cardinality=29.80K
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF000 <- d_date_sk
|  row-size=232B cardinality=29.80K
|
|--02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: tpcds.date_dim.d_date_sk <= 2451941, tpcds.date_dim.d_date_sk >= 2451911, d_date <= '2001-01-31', d_date >= '2001-01-01'
|     row-size=26B cardinality=7.30K
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: i_item_sk = ss_item_sk
|  runtime filters: RF002 <- ss_item_sk
|  row-size=206B cardinality=29.80K
|
|--00:SCAN HDFS [tpcds.store_sales]
|     partition predicates: ss_sold_date_sk >= 2451911, ss_sold_date_sk <= 2451941
|     HDFS partitions=31/1824 files=31 size=3.64MB
|     runtime filters: RF000 -> ss_sold_date_sk
|     row-size=16B cardinality=29.76K
|
01:SCAN HDFS [tpcds.item]
   HDFS partitions=1/1 files=1 size=4.82MB
   predicates: i_category IN ('Jewelry', 'Sports', 'Books')
   runtime filters: RF002 -> i_item_sk
   row-size=190B cardinality=5.40K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=57.88MB Threads=9
Per-Host Resource Estimates: Memory=254MB
PLAN-ROOT SINK
|
14:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_category ASC, i_class ASC, i_item_id ASC, i_item_desc ASC, sum(ss_ext_sales_price) * 100 / sum(sum(ss_ext_sales_price)) ASC
|  limit: 1000
|
08:TOP-N [LIMIT=1000]
|  order by: i_category ASC, i_class ASC, i_item_id ASC, i_item_desc ASC, sum(ss_ext_sales_price) * 100 / sum(sum(ss_ext_sales_price)) ASC
|  row-size=214B cardinality=1.00K
|
07:ANALYTIC
|  functions: sum(sum(ss_ext_sales_price))
|  partition by: i_class
|  row-size=214B cardinality=29.80K
|
06:SORT
|  order by: i_class ASC NULLS FIRST
|  row-size=198B cardinality=29.80K
|
13:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: i_item_id, i_item_desc, i_category, i_class, i_current_price
|  row-size=198B cardinality=29.80K
|
12:EXCHANGE [HASH(i_class)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: i_item_id, i_item_desc, i_category, i_class, i_current_price
|  row-size=198B cardinality=29.80K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF000 <- d_date_sk
|  row-size=232B cardinality=29.80K
|
|--11:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: tpcds.date_dim.d_date_sk <= 2451941, tpcds.date_dim.d_date_sk >= 2451911, d_date <= '2001-01-31', d_date >= '2001-01-01'
|     row-size=26B cardinality=7.30K
|
03:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=206B cardinality=29.80K
|
|--10:EXCHANGE [HASH(i_item_sk)]
|  |
|  01:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_category IN ('Jewelry', 'Sports', 'Books')
|     row-size=190B cardinality=5.40K
|
09:EXCHANGE [HASH(ss_item_sk)]
|
00:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2451911, ss_sold_date_sk <= 2451941
   HDFS partitions=31/1824 files=31 size=3.64MB
   runtime filters: RF000 -> ss_sold_date_sk, RF002 -> ss_item_sk
   row-size=16B cardinality=29.76K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=115.75MB Threads=11
Per-Host Resource Estimates: Memory=203MB
PLAN-ROOT SINK
|
14:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: i_category ASC, i_class ASC, i_item_id ASC, i_item_desc ASC, sum(ss_ext_sales_price) * 100 / sum(sum(ss_ext_sales_price)) ASC
|  limit: 1000
|
08:TOP-N [LIMIT=1000]
|  order by: i_category ASC, i_class ASC, i_item_id ASC, i_item_desc ASC, sum(ss_ext_sales_price) * 100 / sum(sum(ss_ext_sales_price)) ASC
|  row-size=214B cardinality=1.00K
|
07:ANALYTIC
|  functions: sum(sum(ss_ext_sales_price))
|  partition by: i_class
|  row-size=214B cardinality=29.80K
|
06:SORT
|  order by: i_class ASC NULLS FIRST
|  row-size=198B cardinality=29.80K
|
13:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  group by: i_item_id, i_item_desc, i_category, i_class, i_current_price
|  row-size=198B cardinality=29.80K
|
12:EXCHANGE [HASH(i_class)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ss_ext_sales_price)
|  group by: i_item_id, i_item_desc, i_category, i_class, i_current_price
|  row-size=198B cardinality=29.80K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF000 <- d_date_sk
|  row-size=232B cardinality=29.80K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  11:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: tpcds.date_dim.d_date_sk <= 2451941, tpcds.date_dim.d_date_sk >= 2451911, d_date <= '2001-01-31', d_date >= '2001-01-01'
|     row-size=26B cardinality=7.30K
|
03:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=206B cardinality=29.80K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  10:EXCHANGE [HASH(i_item_sk)]
|  |
|  01:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_category IN ('Jewelry', 'Sports', 'Books')
|     row-size=190B cardinality=5.40K
|
09:EXCHANGE [HASH(ss_item_sk)]
|
00:SCAN HDFS [tpcds.store_sales]
   partition predicates: ss_sold_date_sk >= 2451911, ss_sold_date_sk <= 2451941
   HDFS partitions=31/1824 files=31 size=3.64MB
   runtime filters: RF000 -> ss_sold_date_sk, RF002 -> ss_item_sk
   row-size=16B cardinality=29.76K
====
# TPCD-Q6
select * from (
 select  a.ca_state state, count(*) cnt
 from customer_address a
     ,customer c
     ,store_sales s
     ,date_dim d
     ,item i
 where
        a.ca_address_sk = c.c_current_addr_sk
        and c.c_customer_sk = s.ss_customer_sk
        and s.ss_sold_date_sk = d.d_date_sk
        and s.ss_item_sk = i.i_item_sk
        and d.d_month_seq =
             (select distinct (d_month_seq)
              from date_dim
               where d_year = 1999
                and d_moy = 1
               limit 1)
        and i.i_current_price > 1.2 *
             (select avg(j.i_current_price)
             from item j
             where j.i_category = i.i_category)
 group by a.ca_state
 having count(*) >= 10
 order by cnt limit 100) as t
---- PLAN
Max Per-Host Resource Reservation: Memory=73.62MB Threads=8
Per-Host Resource Estimates: Memory=402MB
PLAN-ROOT SINK
|
16:TOP-N [LIMIT=100]
|  order by: count(*) ASC
|  row-size=22B cardinality=5
|
15:AGGREGATE [FINALIZE]
|  output: count(*)
|  group by: a.ca_state
|  having: count(*) >= 10
|  row-size=22B cardinality=5
|
14:HASH JOIN [LEFT SEMI JOIN]
|  hash predicates: i.i_category = j.i_category
|  other join predicates: i.i_current_price > 1.2 * avg(j.i_current_price)
|  runtime filters: RF000 <- j.i_category
|  row-size=80B cardinality=1.19K
|
|--08:AGGREGATE [FINALIZE]
|  |  output: avg(j.i_current_price)
|  |  group by: j.i_category
|  |  row-size=26B cardinality=10
|  |
|  07:SCAN HDFS [tpcds.item j]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=22B cardinality=18.00K
|
13:HASH JOIN [LEFT SEMI JOIN]
|  hash predicates: d.d_month_seq = (d_month_seq)
|  runtime filters: RF002 <- (d_month_seq)
|  row-size=80B cardinality=1.19K
|
|--06:AGGREGATE [FINALIZE]
|  |  group by: (d_month_seq)
|  |  limit: 1
|  |  row-size=4B cardinality=1
|  |
|  05:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1999, d_moy = 1
|     row-size=12B cardinality=108
|
12:HASH JOIN [INNER JOIN]
|  hash predicates: s.ss_item_sk = i.i_item_sk
|  runtime filters: RF004 <- i.i_item_sk
|  row-size=80B cardinality=2.88M
|
|--04:SCAN HDFS [tpcds.item i]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     runtime filters: RF000 -> i.i_category
|     row-size=30B cardinality=18.00K
|
11:HASH JOIN [INNER JOIN]
|  hash predicates: s.ss_sold_date_sk = d.d_date_sk
|  runtime filters: RF006 <- d.d_date_sk
|  row-size=50B cardinality=2.88M
|
|--03:SCAN HDFS [tpcds.date_dim d]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     runtime filters: RF002 -> d.d_month_seq
|     row-size=8B cardinality=73.05K
|
10:HASH JOIN [INNER JOIN]
|  hash predicates: c.c_current_addr_sk = a.ca_address_sk
|  runtime filters: RF008 <- a.ca_address_sk
|  row-size=42B cardinality=2.88M
|
|--00:SCAN HDFS [tpcds.customer_address a]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=18B cardinality=50.00K
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: s.ss_customer_sk = c.c_customer_sk
|  runtime filters: RF010 <- c.c_customer_sk
|  row-size=24B cardinality=2.88M
|
|--01:SCAN HDFS [tpcds.customer c]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF008 -> c.c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
02:SCAN HDFS [tpcds.store_sales s]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> s.ss_item_sk, RF006 -> s.ss_sold_date_sk, RF010 -> s.ss_customer_sk
   row-size=16B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=88.44MB Threads=19
Per-Host Resource Estimates: Memory=452MB
PLAN-ROOT SINK
|
30:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(*) ASC
|  limit: 100
|
16:TOP-N [LIMIT=100]
|  order by: count(*) ASC
|  row-size=22B cardinality=5
|
29:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: a.ca_state
|  having: count(*) >= 10
|  row-size=22B cardinality=5
|
28:EXCHANGE [HASH(a.ca_state)]
|
15:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: a.ca_state
|  row-size=22B cardinality=51
|
14:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  hash predicates: i.i_category = j.i_category
|  other join predicates: i.i_current_price > 1.2 * avg(j.i_current_price)
|  runtime filters: RF000 <- j.i_category
|  row-size=80B cardinality=1.19K
|
|--27:EXCHANGE [BROADCAST]
|  |
|  26:AGGREGATE [FINALIZE]
|  |  output: avg:merge(j.i_current_price)
|  |  group by: j.i_category
|  |  row-size=26B cardinality=10
|  |
|  25:EXCHANGE [HASH(j.i_category)]
|  |
|  08:AGGREGATE [STREAMING]
|  |  output: avg(j.i_current_price)
|  |  group by: j.i_category
|  |  row-size=26B cardinality=10
|  |
|  07:SCAN HDFS [tpcds.item j]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=22B cardinality=18.00K
|
13:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  hash predicates: d.d_month_seq = (d_month_seq)
|  runtime filters: RF002 <- (d_month_seq)
|  row-size=80B cardinality=1.19K
|
|--24:EXCHANGE [BROADCAST]
|  |
|  23:EXCHANGE [UNPARTITIONED]
|  |  limit: 1
|  |
|  22:AGGREGATE [FINALIZE]
|  |  group by: (d_month_seq)
|  |  limit: 1
|  |  row-size=4B cardinality=1
|  |
|  21:EXCHANGE [HASH((d_month_seq))]
|  |
|  06:AGGREGATE [STREAMING]
|  |  group by: (d_month_seq)
|  |  row-size=4B cardinality=108
|  |
|  05:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1999, d_moy = 1
|     row-size=12B cardinality=108
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s.ss_item_sk = i.i_item_sk
|  runtime filters: RF004 <- i.i_item_sk
|  row-size=80B cardinality=2.88M
|
|--20:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.item i]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     runtime filters: RF000 -> i.i_category
|     row-size=30B cardinality=18.00K
|
11:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s.ss_sold_date_sk = d.d_date_sk
|  runtime filters: RF006 <- d.d_date_sk
|  row-size=50B cardinality=2.88M
|
|--19:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.date_dim d]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     runtime filters: RF002 -> d.d_month_seq
|     row-size=8B cardinality=73.05K
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c.c_current_addr_sk = a.ca_address_sk
|  runtime filters: RF008 <- a.ca_address_sk
|  row-size=42B cardinality=2.88M
|
|--18:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.customer_address a]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=18B cardinality=50.00K
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s.ss_customer_sk = c.c_customer_sk
|  runtime filters: RF010 <- c.c_customer_sk
|  row-size=24B cardinality=2.88M
|
|--17:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.customer c]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF008 -> c.c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
02:SCAN HDFS [tpcds.store_sales s]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> s.ss_item_sk, RF006 -> s.ss_sold_date_sk, RF010 -> s.ss_customer_sk
   row-size=16B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=176.88MB Threads=22
Per-Host Resource Estimates: Memory=433MB
PLAN-ROOT SINK
|
30:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(*) ASC
|  limit: 100
|
16:TOP-N [LIMIT=100]
|  order by: count(*) ASC
|  row-size=22B cardinality=5
|
29:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: a.ca_state
|  having: count(*) >= 10
|  row-size=22B cardinality=5
|
28:EXCHANGE [HASH(a.ca_state)]
|
15:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: a.ca_state
|  row-size=22B cardinality=51
|
14:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  hash predicates: i.i_category = j.i_category
|  other join predicates: i.i_current_price > 1.2 * avg(j.i_current_price)
|  runtime filters: RF000 <- j.i_category
|  row-size=80B cardinality=1.19K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: j.i_category
|  |
|  27:EXCHANGE [BROADCAST]
|  |
|  26:AGGREGATE [FINALIZE]
|  |  output: avg:merge(j.i_current_price)
|  |  group by: j.i_category
|  |  row-size=26B cardinality=10
|  |
|  25:EXCHANGE [HASH(j.i_category)]
|  |
|  08:AGGREGATE [STREAMING]
|  |  output: avg(j.i_current_price)
|  |  group by: j.i_category
|  |  row-size=26B cardinality=10
|  |
|  07:SCAN HDFS [tpcds.item j]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=22B cardinality=18.00K
|
13:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  hash predicates: d.d_month_seq = (d_month_seq)
|  runtime filters: RF002 <- (d_month_seq)
|  row-size=80B cardinality=1.19K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: (d_month_seq)
|  |
|  24:EXCHANGE [BROADCAST]
|  |
|  23:EXCHANGE [UNPARTITIONED]
|  |  limit: 1
|  |
|  22:AGGREGATE [FINALIZE]
|  |  group by: (d_month_seq)
|  |  limit: 1
|  |  row-size=4B cardinality=1
|  |
|  21:EXCHANGE [HASH((d_month_seq))]
|  |
|  06:AGGREGATE [STREAMING]
|  |  group by: (d_month_seq)
|  |  row-size=4B cardinality=108
|  |
|  05:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 1999, d_moy = 1
|     row-size=12B cardinality=108
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s.ss_item_sk = i.i_item_sk
|  runtime filters: RF004 <- i.i_item_sk
|  row-size=80B cardinality=2.88M
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: i.i_item_sk
|  |
|  20:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpcds.item i]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     runtime filters: RF000 -> i.i_category
|     row-size=30B cardinality=18.00K
|
11:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s.ss_sold_date_sk = d.d_date_sk
|  runtime filters: RF006 <- d.d_date_sk
|  row-size=50B cardinality=2.88M
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: d.d_date_sk
|  |
|  19:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.date_dim d]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     runtime filters: RF002 -> d.d_month_seq
|     row-size=8B cardinality=73.05K
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c.c_current_addr_sk = a.ca_address_sk
|  runtime filters: RF008 <- a.ca_address_sk
|  row-size=42B cardinality=2.88M
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: a.ca_address_sk
|  |
|  18:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpcds.customer_address a]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     row-size=18B cardinality=50.00K
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s.ss_customer_sk = c.c_customer_sk
|  runtime filters: RF010 <- c.c_customer_sk
|  row-size=24B cardinality=2.88M
|
|--JOIN BUILD
|  |  join-table-id=05 plan-id=06 cohort-id=01
|  |  build expressions: c.c_customer_sk
|  |
|  17:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.customer c]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF008 -> c.c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
02:SCAN HDFS [tpcds.store_sales s]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> s.ss_item_sk, RF006 -> s.ss_sold_date_sk, RF010 -> s.ss_customer_sk
   row-size=16B cardinality=2.88M
====
# TPCDS-Q47
with v1 as (
 select i_category, i_brand,
        s_store_name, s_company_name,
        d_year, d_moy,
        sum(ss_sales_price) sum_sales,
        avg(sum(ss_sales_price)) over
          (partition by i_category, i_brand,
                     s_store_name, s_company_name, d_year)
          avg_monthly_sales,
        rank() over
          (partition by i_category, i_brand,
                     s_store_name, s_company_name
           order by d_year, d_moy) rn
 from item, store_sales, date_dim, store
 where ss_item_sk = i_item_sk and
       ss_sold_date_sk = d_date_sk and
       ss_store_sk = s_store_sk and
       (
         d_year = 2000 or
         ( d_year = 2000-1 and d_moy =12) or
         ( d_year = 2000+1 and d_moy =1)
       )
 group by i_category, i_brand,
          s_store_name, s_company_name,
          d_year, d_moy),
 v2 as(
 select v1.i_category, v1.i_brand
        ,v1.d_year
        ,v1.avg_monthly_sales
        ,v1.sum_sales, v1_lag.sum_sales psum, v1_lead.sum_sales nsum
 from v1, v1 v1_lag, v1 v1_lead
 where v1.i_category = v1_lag.i_category and
       v1.i_category = v1_lead.i_category and
       v1.i_brand = v1_lag.i_brand and
       v1.i_brand = v1_lead.i_brand and
       v1.s_store_name = v1_lag.s_store_name and
       v1.s_store_name = v1_lead.s_store_name and
       v1.s_company_name = v1_lag.s_company_name and
       v1.s_company_name = v1_lead.s_company_name and
       v1.rn = v1_lag.rn + 1 and
       v1.rn = v1_lead.rn - 1)
 select * from ( select  *
 from v2
 where  d_year = 2000 and
        avg_monthly_sales > 0 and
        case when avg_monthly_sales > 0 then abs(sum_sales - avg_monthly_sales) / avg_monthly_sales else null end > 0.1
 order by sum_sales - avg_monthly_sales, d_year
 limit 100
 ) as v3
---- PLAN
Max Per-Host Resource Reservation: Memory=168.44MB Threads=13
Per-Host Resource Estimates: Memory=762MB
PLAN-ROOT SINK
|
35:TOP-N [LIMIT=100]
|  order by: sum_sales - avg_monthly_sales ASC, d_year ASC
|  row-size=114B cardinality=100
|
34:HASH JOIN [INNER JOIN]
|  hash predicates: rank() = rank() - 1, s_store_name = s_store_name, i_category = i_category, s_company_name = s_company_name, i_brand = i_brand
|  row-size=356B cardinality=1.09G
|
|--32:ANALYTIC
|  |  functions: rank()
|  |  partition by: i_category, i_brand, s_store_name, s_company_name
|  |  order by: d_year ASC, d_moy ASC
|  |  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  |  row-size=113B cardinality=685.36K
|  |
|  31:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  |  row-size=105B cardinality=685.36K
|  |
|  30:AGGREGATE [FINALIZE]
|  |  output: sum(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  29:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF012 <- s_store_sk
|  |  row-size=125B cardinality=685.36K
|  |
|  |--26:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=39B cardinality=12
|  |
|  28:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF014 <- i_item_sk
|  |  row-size=86B cardinality=685.36K
|  |
|  |--23:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     row-size=54B cardinality=18.00K
|  |
|  27:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF016 <- d_date_sk
|  |  row-size=32B cardinality=685.36K
|  |
|  |--25:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|  |     row-size=12B cardinality=434
|  |
|  24:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF012 -> ss_store_sk, RF014 -> ss_item_sk, RF016 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
33:HASH JOIN [INNER JOIN]
|  hash predicates: rank() + 1 = rank(), s_store_name = s_store_name, i_category = i_category, s_company_name = s_company_name, i_brand = i_brand
|  row-size=243B cardinality=1.10M
|
|--12:SELECT
|  |  predicates: d_year = 2000, avg(sum(ss_sales_price)) > 0, CASE WHEN avg(sum(ss_sales_price)) > 0 THEN abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price)) ELSE NULL END > 0.1
|  |  row-size=129B cardinality=1.11K
|  |
|  11:ANALYTIC
|  |  functions: avg(sum(ss_sales_price))
|  |  partition by: i_category, i_brand, s_store_name, s_company_name, d_year
|  |  row-size=129B cardinality=685.36K
|  |
|  10:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC NULLS FIRST
|  |  row-size=113B cardinality=685.36K
|  |
|  09:ANALYTIC
|  |  functions: rank()
|  |  partition by: i_category, i_brand, s_store_name, s_company_name
|  |  order by: d_year ASC, d_moy ASC
|  |  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  |  row-size=113B cardinality=685.36K
|  |
|  08:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  |  row-size=105B cardinality=685.36K
|  |
|  07:AGGREGATE [FINALIZE]
|  |  output: sum(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  06:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF006 <- s_store_sk
|  |  row-size=125B cardinality=685.36K
|  |
|  |--03:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=39B cardinality=12
|  |
|  05:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF008 <- i_item_sk
|  |  row-size=86B cardinality=685.36K
|  |
|  |--00:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     row-size=54B cardinality=18.00K
|  |
|  04:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF010 <- d_date_sk
|  |  row-size=32B cardinality=685.36K
|  |
|  |--02:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|  |     row-size=12B cardinality=434
|  |
|  01:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF006 -> ss_store_sk, RF008 -> ss_item_sk, RF010 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
22:ANALYTIC
|  functions: rank()
|  partition by: i_category, i_brand, s_store_name, s_company_name
|  order by: d_year ASC, d_moy ASC
|  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  row-size=113B cardinality=685.36K
|
21:SORT
|  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  row-size=105B cardinality=685.36K
|
20:AGGREGATE [FINALIZE]
|  output: sum(ss_sales_price)
|  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  row-size=105B cardinality=685.36K
|
19:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=125B cardinality=685.36K
|
|--16:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=39B cardinality=12
|
18:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=86B cardinality=685.36K
|
|--13:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=54B cardinality=18.00K
|
17:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF004 <- d_date_sk
|  row-size=32B cardinality=685.36K
|
|--15:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|     row-size=12B cardinality=434
|
14:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_item_sk, RF004 -> ss_sold_date_sk
   row-size=20B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=390.40MB Threads=29
Per-Host Resource Estimates: Memory=1.06GB
PLAN-ROOT SINK
|
54:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum_sales - avg_monthly_sales ASC, d_year ASC
|  limit: 100
|
35:TOP-N [LIMIT=100]
|  order by: sum_sales - avg_monthly_sales ASC, d_year ASC
|  row-size=114B cardinality=100
|
34:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: rank() = rank() - 1, s_store_name = s_store_name, i_category = i_category, s_company_name = s_company_name, i_brand = i_brand
|  row-size=356B cardinality=1.09G
|
|--53:EXCHANGE [HASH(rank() - 1,s_store_name,i_category,s_company_name,i_brand)]
|  |
|  32:ANALYTIC
|  |  functions: rank()
|  |  partition by: i_category, i_brand, s_store_name, s_company_name
|  |  order by: d_year ASC, d_moy ASC
|  |  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  |  row-size=113B cardinality=685.36K
|  |
|  31:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  |  row-size=105B cardinality=685.36K
|  |
|  51:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  50:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|  |
|  30:AGGREGATE [STREAMING]
|  |  output: sum(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  29:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF012 <- s_store_sk
|  |  row-size=125B cardinality=685.36K
|  |
|  |--49:EXCHANGE [BROADCAST]
|  |  |
|  |  26:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=39B cardinality=12
|  |
|  28:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF014 <- i_item_sk
|  |  row-size=86B cardinality=685.36K
|  |
|  |--48:EXCHANGE [BROADCAST]
|  |  |
|  |  23:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     row-size=54B cardinality=18.00K
|  |
|  27:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF016 <- d_date_sk
|  |  row-size=32B cardinality=685.36K
|  |
|  |--47:EXCHANGE [BROADCAST]
|  |  |
|  |  25:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|  |     row-size=12B cardinality=434
|  |
|  24:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF012 -> ss_store_sk, RF014 -> ss_item_sk, RF016 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
52:EXCHANGE [HASH(rank(),s_store_name,i_category,s_company_name,i_brand)]
|
33:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: rank() + 1 = rank(), s_store_name = s_store_name, i_category = i_category, s_company_name = s_company_name, i_brand = i_brand
|  row-size=243B cardinality=1.10M
|
|--46:EXCHANGE [BROADCAST]
|  |
|  12:SELECT
|  |  predicates: d_year = 2000, avg(sum(ss_sales_price)) > 0, CASE WHEN avg(sum(ss_sales_price)) > 0 THEN abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price)) ELSE NULL END > 0.1
|  |  row-size=129B cardinality=1.11K
|  |
|  11:ANALYTIC
|  |  functions: avg(sum(ss_sales_price))
|  |  partition by: i_category, i_brand, s_store_name, s_company_name, d_year
|  |  row-size=129B cardinality=685.36K
|  |
|  10:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC NULLS FIRST
|  |  row-size=113B cardinality=685.36K
|  |
|  09:ANALYTIC
|  |  functions: rank()
|  |  partition by: i_category, i_brand, s_store_name, s_company_name
|  |  order by: d_year ASC, d_moy ASC
|  |  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  |  row-size=113B cardinality=685.36K
|  |
|  08:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  |  row-size=105B cardinality=685.36K
|  |
|  45:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  44:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|  |
|  07:AGGREGATE [STREAMING]
|  |  output: sum(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  06:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF006 <- s_store_sk
|  |  row-size=125B cardinality=685.36K
|  |
|  |--43:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=39B cardinality=12
|  |
|  05:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF008 <- i_item_sk
|  |  row-size=86B cardinality=685.36K
|  |
|  |--42:EXCHANGE [BROADCAST]
|  |  |
|  |  00:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     row-size=54B cardinality=18.00K
|  |
|  04:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF010 <- d_date_sk
|  |  row-size=32B cardinality=685.36K
|  |
|  |--41:EXCHANGE [BROADCAST]
|  |  |
|  |  02:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|  |     row-size=12B cardinality=434
|  |
|  01:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF006 -> ss_store_sk, RF008 -> ss_item_sk, RF010 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
22:ANALYTIC
|  functions: rank()
|  partition by: i_category, i_brand, s_store_name, s_company_name
|  order by: d_year ASC, d_moy ASC
|  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  row-size=113B cardinality=685.36K
|
21:SORT
|  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  row-size=105B cardinality=685.36K
|
40:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  row-size=105B cardinality=685.36K
|
39:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|
20:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  row-size=105B cardinality=685.36K
|
19:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=125B cardinality=685.36K
|
|--38:EXCHANGE [BROADCAST]
|  |
|  16:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=39B cardinality=12
|
18:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=86B cardinality=685.36K
|
|--37:EXCHANGE [BROADCAST]
|  |
|  13:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=54B cardinality=18.00K
|
17:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF004 <- d_date_sk
|  row-size=32B cardinality=685.36K
|
|--36:EXCHANGE [BROADCAST]
|  |
|  15:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|     row-size=12B cardinality=434
|
14:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_item_sk, RF004 -> ss_sold_date_sk
   row-size=20B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=746.80MB Threads=33
Per-Host Resource Estimates: Memory=1.03GB
PLAN-ROOT SINK
|
54:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum_sales - avg_monthly_sales ASC, d_year ASC
|  limit: 100
|
35:TOP-N [LIMIT=100]
|  order by: sum_sales - avg_monthly_sales ASC, d_year ASC
|  row-size=114B cardinality=100
|
34:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: rank() = rank() - 1, s_store_name = s_store_name, i_category = i_category, s_company_name = s_company_name, i_brand = i_brand
|  row-size=356B cardinality=1.09G
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: rank() - 1, s_store_name, i_category, s_company_name, i_brand
|  |
|  53:EXCHANGE [HASH(rank() - 1,s_store_name,i_category,s_company_name,i_brand)]
|  |
|  32:ANALYTIC
|  |  functions: rank()
|  |  partition by: i_category, i_brand, s_store_name, s_company_name
|  |  order by: d_year ASC, d_moy ASC
|  |  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  |  row-size=113B cardinality=685.36K
|  |
|  31:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  |  row-size=105B cardinality=685.36K
|  |
|  51:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  50:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|  |
|  30:AGGREGATE [STREAMING]
|  |  output: sum(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  29:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF012 <- s_store_sk
|  |  row-size=125B cardinality=685.36K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: s_store_sk
|  |  |
|  |  49:EXCHANGE [BROADCAST]
|  |  |
|  |  26:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=39B cardinality=12
|  |
|  28:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF014 <- i_item_sk
|  |  row-size=86B cardinality=685.36K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=02 plan-id=03 cohort-id=02
|  |  |  build expressions: i_item_sk
|  |  |
|  |  48:EXCHANGE [BROADCAST]
|  |  |
|  |  23:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     row-size=54B cardinality=18.00K
|  |
|  27:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF016 <- d_date_sk
|  |  row-size=32B cardinality=685.36K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=03 plan-id=04 cohort-id=02
|  |  |  build expressions: d_date_sk
|  |  |
|  |  47:EXCHANGE [BROADCAST]
|  |  |
|  |  25:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|  |     row-size=12B cardinality=434
|  |
|  24:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF012 -> ss_store_sk, RF014 -> ss_item_sk, RF016 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
52:EXCHANGE [HASH(rank(),s_store_name,i_category,s_company_name,i_brand)]
|
33:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: rank() + 1 = rank(), s_store_name = s_store_name, i_category = i_category, s_company_name = s_company_name, i_brand = i_brand
|  row-size=243B cardinality=1.10M
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: rank(), s_store_name, i_category, s_company_name, i_brand
|  |
|  46:EXCHANGE [BROADCAST]
|  |
|  12:SELECT
|  |  predicates: d_year = 2000, avg(sum(ss_sales_price)) > 0, CASE WHEN avg(sum(ss_sales_price)) > 0 THEN abs(sum(ss_sales_price) - avg(sum(ss_sales_price))) / avg(sum(ss_sales_price)) ELSE NULL END > 0.1
|  |  row-size=129B cardinality=1.11K
|  |
|  11:ANALYTIC
|  |  functions: avg(sum(ss_sales_price))
|  |  partition by: i_category, i_brand, s_store_name, s_company_name, d_year
|  |  row-size=129B cardinality=685.36K
|  |
|  10:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC NULLS FIRST
|  |  row-size=113B cardinality=685.36K
|  |
|  09:ANALYTIC
|  |  functions: rank()
|  |  partition by: i_category, i_brand, s_store_name, s_company_name
|  |  order by: d_year ASC, d_moy ASC
|  |  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  |  row-size=113B cardinality=685.36K
|  |
|  08:SORT
|  |  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  |  row-size=105B cardinality=685.36K
|  |
|  45:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  44:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|  |
|  07:AGGREGATE [STREAMING]
|  |  output: sum(ss_sales_price)
|  |  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  |  row-size=105B cardinality=685.36K
|  |
|  06:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  runtime filters: RF006 <- s_store_sk
|  |  row-size=125B cardinality=685.36K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=05 plan-id=06 cohort-id=03
|  |  |  build expressions: s_store_sk
|  |  |
|  |  43:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     row-size=39B cardinality=12
|  |
|  05:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF008 <- i_item_sk
|  |  row-size=86B cardinality=685.36K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=06 plan-id=07 cohort-id=03
|  |  |  build expressions: i_item_sk
|  |  |
|  |  42:EXCHANGE [BROADCAST]
|  |  |
|  |  00:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     row-size=54B cardinality=18.00K
|  |
|  04:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF010 <- d_date_sk
|  |  row-size=32B cardinality=685.36K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=07 plan-id=08 cohort-id=03
|  |  |  build expressions: d_date_sk
|  |  |
|  |  41:EXCHANGE [BROADCAST]
|  |  |
|  |  02:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|  |     row-size=12B cardinality=434
|  |
|  01:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF006 -> ss_store_sk, RF008 -> ss_item_sk, RF010 -> ss_sold_date_sk
|     row-size=20B cardinality=2.88M
|
22:ANALYTIC
|  functions: rank()
|  partition by: i_category, i_brand, s_store_name, s_company_name
|  order by: d_year ASC, d_moy ASC
|  window: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
|  row-size=113B cardinality=685.36K
|
21:SORT
|  order by: i_category ASC NULLS FIRST, i_brand ASC NULLS FIRST, s_store_name ASC NULLS FIRST, s_company_name ASC NULLS FIRST, d_year ASC, d_moy ASC
|  row-size=105B cardinality=685.36K
|
40:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_sales_price)
|  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  row-size=105B cardinality=685.36K
|
39:EXCHANGE [HASH(i_category,i_brand,s_store_name,s_company_name)]
|
20:AGGREGATE [STREAMING]
|  output: sum(ss_sales_price)
|  group by: i_category, i_brand, s_store_name, s_company_name, d_year, d_moy
|  row-size=105B cardinality=685.36K
|
19:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF000 <- s_store_sk
|  row-size=125B cardinality=685.36K
|
|--JOIN BUILD
|  |  join-table-id=08 plan-id=09 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  38:EXCHANGE [BROADCAST]
|  |
|  16:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     row-size=39B cardinality=12
|
18:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF002 <- i_item_sk
|  row-size=86B cardinality=685.36K
|
|--JOIN BUILD
|  |  join-table-id=09 plan-id=10 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  37:EXCHANGE [BROADCAST]
|  |
|  13:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     row-size=54B cardinality=18.00K
|
17:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF004 <- d_date_sk
|  row-size=32B cardinality=685.36K
|
|--JOIN BUILD
|  |  join-table-id=10 plan-id=11 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  36:EXCHANGE [BROADCAST]
|  |
|  15:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: (d_year = 2000 OR (d_year = 1999 AND d_moy = 12) OR (d_year = 2001 AND d_moy = 1))
|     row-size=12B cardinality=434
|
14:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF000 -> ss_store_sk, RF002 -> ss_item_sk, RF004 -> ss_sold_date_sk
   row-size=20B cardinality=2.88M
====
# TPCDS-Q66
select promotions,total,cast(promotions as decimal(15,4))/cast(total as decimal(15,4))*100
from
  (select sum(ss_ext_sales_price) promotions
   from  store_sales
        ,store
        ,promotion
        ,date_dim
        ,customer
        ,customer_address
        ,item
   where ss_sold_date_sk = d_date_sk
   and   ss_store_sk = s_store_sk
   and   ss_promo_sk = p_promo_sk
   and   ss_customer_sk= c_customer_sk
   and   ca_address_sk = c_current_addr_sk
   and   ss_item_sk = i_item_sk
   and   ca_gmt_offset = -5
   and   i_category = 'Books'
   and   (p_channel_dmail = 'Y' or p_channel_email = 'Y' or p_channel_tv = 'Y')
   and   s_gmt_offset = -5
   and   d_year = 2000
   and   d_moy  = 11) promotional_sales,
  (select sum(ss_ext_sales_price) total
   from  store_sales
        ,store
        ,date_dim
        ,customer
        ,customer_address
        ,item
   where ss_sold_date_sk = d_date_sk
   and   ss_store_sk = s_store_sk
   and   ss_customer_sk= c_customer_sk
   and   ca_address_sk = c_current_addr_sk
   and   ss_item_sk = i_item_sk
   and   ca_gmt_offset = -5
   and   i_category = 'Books'
   and   s_gmt_offset = -5
   and   d_year = 2000
   and   d_moy  = 11) all_sales
order by promotions, total
---- PLAN
Max Per-Host Resource Reservation: Memory=111.39MB Threads=14
Per-Host Resource Estimates: Memory=703MB
PLAN-ROOT SINK
|
27:SORT
|  order by: promotions ASC, total ASC
|  row-size=32B cardinality=1
|
26:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=32B cardinality=1
|
|--25:AGGREGATE [FINALIZE]
|  |  output: sum(ss_ext_sales_price)
|  |  row-size=16B cardinality=1
|  |
|  24:HASH JOIN [INNER JOIN]
|  |  hash predicates: c_current_addr_sk = ca_address_sk
|  |  runtime filters: RF012 <- ca_address_sk
|  |  row-size=86B cardinality=3.30K
|  |
|  |--18:SCAN HDFS [tpcds.customer_address]
|  |     HDFS partitions=1/1 files=1 size=5.25MB
|  |     predicates: ca_gmt_offset = -5
|  |     row-size=8B cardinality=8.33K
|  |
|  23:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_customer_sk = c_customer_sk
|  |  runtime filters: RF014 <- c_customer_sk
|  |  row-size=78B cardinality=17.06K
|  |
|  |--17:SCAN HDFS [tpcds.customer]
|  |     HDFS partitions=1/1 files=1 size=12.60MB
|  |     runtime filters: RF012 -> c_current_addr_sk
|  |     row-size=8B cardinality=100.00K
|  |
|  22:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=70B cardinality=17.06K
|  |
|  |--15:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: s_gmt_offset = -5
|  |     row-size=8B cardinality=12
|  |
|  21:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF018 <- i_item_sk
|  |  row-size=62B cardinality=17.06K
|  |
|  |--19:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     predicates: i_category = 'Books'
|  |     row-size=26B cardinality=1.80K
|  |
|  20:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF020 <- d_date_sk
|  |  row-size=36B cardinality=170.55K
|  |
|  |--16:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_year = 2000, d_moy = 11
|  |     row-size=12B cardinality=108
|  |
|  14:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF020 -> ss_sold_date_sk, RF018 -> ss_item_sk, RF014 -> ss_customer_sk
|     row-size=24B cardinality=2.88M
|
13:AGGREGATE [FINALIZE]
|  output: sum(ss_ext_sales_price)
|  row-size=16B cardinality=1
|
12:HASH JOIN [INNER JOIN]
|  hash predicates: c_current_addr_sk = ca_address_sk
|  runtime filters: RF000 <- ca_address_sk
|  row-size=133B cardinality=3.28K
|
|--05:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     predicates: ca_gmt_offset = -5
|     row-size=8B cardinality=8.33K
|
11:HASH JOIN [INNER JOIN]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=125B cardinality=16.94K
|
|--04:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
10:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=117B cardinality=16.94K
|
|--01:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_gmt_offset = -5
|     row-size=8B cardinality=12
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: ss_promo_sk = p_promo_sk
|  runtime filters: RF006 <- p_promo_sk
|  row-size=109B cardinality=16.94K
|
|--02:SCAN HDFS [tpcds.promotion]
|     HDFS partitions=1/1 files=1 size=36.36KB
|     predicates: (p_channel_dmail = 'Y' OR p_channel_email = 'Y' OR p_channel_tv = 'Y')
|     row-size=43B cardinality=300
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF008 <- i_item_sk
|  row-size=66B cardinality=17.06K
|
|--06:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_category = 'Books'
|     row-size=26B cardinality=1.80K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF010 <- d_date_sk
|  row-size=40B cardinality=170.55K
|
|--03:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 2000, d_moy = 11
|     row-size=12B cardinality=108
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF010 -> ss_sold_date_sk, RF008 -> ss_item_sk, RF006 -> ss_promo_sk, RF002 -> ss_customer_sk, RF004 -> ss_store_sk
   row-size=28B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=121.39MB Threads=30
Per-Host Resource Estimates: Memory=755MB
PLAN-ROOT SINK
|
27:SORT
|  order by: promotions ASC, total ASC
|  row-size=32B cardinality=1
|
26:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=32B cardinality=1
|
|--45:EXCHANGE [UNPARTITIONED]
|  |
|  44:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_ext_sales_price)
|  |  row-size=16B cardinality=1
|  |
|  43:EXCHANGE [UNPARTITIONED]
|  |
|  25:AGGREGATE
|  |  output: sum(ss_ext_sales_price)
|  |  row-size=16B cardinality=1
|  |
|  24:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: c_current_addr_sk = ca_address_sk
|  |  runtime filters: RF012 <- ca_address_sk
|  |  row-size=86B cardinality=3.30K
|  |
|  |--42:EXCHANGE [BROADCAST]
|  |  |
|  |  18:SCAN HDFS [tpcds.customer_address]
|  |     HDFS partitions=1/1 files=1 size=5.25MB
|  |     predicates: ca_gmt_offset = -5
|  |     row-size=8B cardinality=8.33K
|  |
|  23:HASH JOIN [INNER JOIN, PARTITIONED]
|  |  hash predicates: ss_customer_sk = c_customer_sk
|  |  runtime filters: RF014 <- c_customer_sk
|  |  row-size=78B cardinality=17.06K
|  |
|  |--41:EXCHANGE [HASH(c_customer_sk)]
|  |  |
|  |  17:SCAN HDFS [tpcds.customer]
|  |     HDFS partitions=1/1 files=1 size=12.60MB
|  |     runtime filters: RF012 -> c_current_addr_sk
|  |     row-size=8B cardinality=100.00K
|  |
|  40:EXCHANGE [HASH(ss_customer_sk)]
|  |
|  22:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=70B cardinality=17.06K
|  |
|  |--39:EXCHANGE [BROADCAST]
|  |  |
|  |  15:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: s_gmt_offset = -5
|  |     row-size=8B cardinality=12
|  |
|  21:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF018 <- i_item_sk
|  |  row-size=62B cardinality=17.06K
|  |
|  |--38:EXCHANGE [BROADCAST]
|  |  |
|  |  19:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     predicates: i_category = 'Books'
|  |     row-size=26B cardinality=1.80K
|  |
|  20:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF020 <- d_date_sk
|  |  row-size=36B cardinality=170.55K
|  |
|  |--37:EXCHANGE [BROADCAST]
|  |  |
|  |  16:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_year = 2000, d_moy = 11
|  |     row-size=12B cardinality=108
|  |
|  14:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF020 -> ss_sold_date_sk, RF018 -> ss_item_sk, RF014 -> ss_customer_sk
|     row-size=24B cardinality=2.88M
|
36:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  row-size=16B cardinality=1
|
35:EXCHANGE [UNPARTITIONED]
|
13:AGGREGATE
|  output: sum(ss_ext_sales_price)
|  row-size=16B cardinality=1
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_current_addr_sk = ca_address_sk
|  runtime filters: RF000 <- ca_address_sk
|  row-size=133B cardinality=3.28K
|
|--34:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     predicates: ca_gmt_offset = -5
|     row-size=8B cardinality=8.33K
|
11:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=125B cardinality=16.94K
|
|--33:EXCHANGE [HASH(c_customer_sk)]
|  |
|  04:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
32:EXCHANGE [HASH(ss_customer_sk)]
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=117B cardinality=16.94K
|
|--31:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_gmt_offset = -5
|     row-size=8B cardinality=12
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_promo_sk = p_promo_sk
|  runtime filters: RF006 <- p_promo_sk
|  row-size=109B cardinality=16.94K
|
|--30:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.promotion]
|     HDFS partitions=1/1 files=1 size=36.36KB
|     predicates: (p_channel_dmail = 'Y' OR p_channel_email = 'Y' OR p_channel_tv = 'Y')
|     row-size=43B cardinality=300
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF008 <- i_item_sk
|  row-size=66B cardinality=17.06K
|
|--29:EXCHANGE [BROADCAST]
|  |
|  06:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_category = 'Books'
|     row-size=26B cardinality=1.80K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF010 <- d_date_sk
|  row-size=40B cardinality=170.55K
|
|--28:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 2000, d_moy = 11
|     row-size=12B cardinality=108
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF010 -> ss_sold_date_sk, RF008 -> ss_item_sk, RF006 -> ss_promo_sk, RF002 -> ss_customer_sk, RF004 -> ss_store_sk
   row-size=28B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=236.78MB Threads=32
Per-Host Resource Estimates: Memory=621MB
PLAN-ROOT SINK
|
27:SORT
|  order by: promotions ASC, total ASC
|  row-size=32B cardinality=1
|
26:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 00
|  row-size=32B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |
|  45:EXCHANGE [UNPARTITIONED]
|  |
|  44:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ss_ext_sales_price)
|  |  row-size=16B cardinality=1
|  |
|  43:EXCHANGE [UNPARTITIONED]
|  |
|  25:AGGREGATE
|  |  output: sum(ss_ext_sales_price)
|  |  row-size=16B cardinality=1
|  |
|  24:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: c_current_addr_sk = ca_address_sk
|  |  runtime filters: RF012 <- ca_address_sk
|  |  row-size=86B cardinality=3.30K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: ca_address_sk
|  |  |
|  |  42:EXCHANGE [BROADCAST]
|  |  |
|  |  18:SCAN HDFS [tpcds.customer_address]
|  |     HDFS partitions=1/1 files=1 size=5.25MB
|  |     predicates: ca_gmt_offset = -5
|  |     row-size=8B cardinality=8.33K
|  |
|  23:HASH JOIN [INNER JOIN, PARTITIONED]
|  |  hash predicates: ss_customer_sk = c_customer_sk
|  |  runtime filters: RF014 <- c_customer_sk
|  |  row-size=78B cardinality=17.06K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=02 plan-id=03 cohort-id=02
|  |  |  build expressions: c_customer_sk
|  |  |
|  |  41:EXCHANGE [HASH(c_customer_sk)]
|  |  |
|  |  17:SCAN HDFS [tpcds.customer]
|  |     HDFS partitions=1/1 files=1 size=12.60MB
|  |     runtime filters: RF012 -> c_current_addr_sk
|  |     row-size=8B cardinality=100.00K
|  |
|  40:EXCHANGE [HASH(ss_customer_sk)]
|  |
|  22:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=70B cardinality=17.06K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=03 plan-id=04 cohort-id=02
|  |  |  build expressions: s_store_sk
|  |  |
|  |  39:EXCHANGE [BROADCAST]
|  |  |
|  |  15:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: s_gmt_offset = -5
|  |     row-size=8B cardinality=12
|  |
|  21:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_item_sk = i_item_sk
|  |  runtime filters: RF018 <- i_item_sk
|  |  row-size=62B cardinality=17.06K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=04 plan-id=05 cohort-id=02
|  |  |  build expressions: i_item_sk
|  |  |
|  |  38:EXCHANGE [BROADCAST]
|  |  |
|  |  19:SCAN HDFS [tpcds.item]
|  |     HDFS partitions=1/1 files=1 size=4.82MB
|  |     predicates: i_category = 'Books'
|  |     row-size=26B cardinality=1.80K
|  |
|  20:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_date_sk = d_date_sk
|  |  runtime filters: RF020 <- d_date_sk
|  |  row-size=36B cardinality=170.55K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=05 plan-id=06 cohort-id=02
|  |  |  build expressions: d_date_sk
|  |  |
|  |  37:EXCHANGE [BROADCAST]
|  |  |
|  |  16:SCAN HDFS [tpcds.date_dim]
|  |     HDFS partitions=1/1 files=1 size=9.84MB
|  |     predicates: d_year = 2000, d_moy = 11
|  |     row-size=12B cardinality=108
|  |
|  14:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF020 -> ss_sold_date_sk, RF018 -> ss_item_sk, RF014 -> ss_customer_sk
|     row-size=24B cardinality=2.88M
|
36:AGGREGATE [FINALIZE]
|  output: sum:merge(ss_ext_sales_price)
|  row-size=16B cardinality=1
|
35:EXCHANGE [UNPARTITIONED]
|
13:AGGREGATE
|  output: sum(ss_ext_sales_price)
|  row-size=16B cardinality=1
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_current_addr_sk = ca_address_sk
|  runtime filters: RF000 <- ca_address_sk
|  row-size=133B cardinality=3.28K
|
|--JOIN BUILD
|  |  join-table-id=06 plan-id=07 cohort-id=01
|  |  build expressions: ca_address_sk
|  |
|  34:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpcds.customer_address]
|     HDFS partitions=1/1 files=1 size=5.25MB
|     predicates: ca_gmt_offset = -5
|     row-size=8B cardinality=8.33K
|
11:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: ss_customer_sk = c_customer_sk
|  runtime filters: RF002 <- c_customer_sk
|  row-size=125B cardinality=16.94K
|
|--JOIN BUILD
|  |  join-table-id=07 plan-id=08 cohort-id=01
|  |  build expressions: c_customer_sk
|  |
|  33:EXCHANGE [HASH(c_customer_sk)]
|  |
|  04:SCAN HDFS [tpcds.customer]
|     HDFS partitions=1/1 files=1 size=12.60MB
|     runtime filters: RF000 -> c_current_addr_sk
|     row-size=8B cardinality=100.00K
|
32:EXCHANGE [HASH(ss_customer_sk)]
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  runtime filters: RF004 <- s_store_sk
|  row-size=117B cardinality=16.94K
|
|--JOIN BUILD
|  |  join-table-id=08 plan-id=09 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  31:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: s_gmt_offset = -5
|     row-size=8B cardinality=12
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_promo_sk = p_promo_sk
|  runtime filters: RF006 <- p_promo_sk
|  row-size=109B cardinality=16.94K
|
|--JOIN BUILD
|  |  join-table-id=09 plan-id=10 cohort-id=01
|  |  build expressions: p_promo_sk
|  |
|  30:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.promotion]
|     HDFS partitions=1/1 files=1 size=36.36KB
|     predicates: (p_channel_dmail = 'Y' OR p_channel_email = 'Y' OR p_channel_tv = 'Y')
|     row-size=43B cardinality=300
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_item_sk = i_item_sk
|  runtime filters: RF008 <- i_item_sk
|  row-size=66B cardinality=17.06K
|
|--JOIN BUILD
|  |  join-table-id=10 plan-id=11 cohort-id=01
|  |  build expressions: i_item_sk
|  |
|  29:EXCHANGE [BROADCAST]
|  |
|  06:SCAN HDFS [tpcds.item]
|     HDFS partitions=1/1 files=1 size=4.82MB
|     predicates: i_category = 'Books'
|     row-size=26B cardinality=1.80K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_date_sk = d_date_sk
|  runtime filters: RF010 <- d_date_sk
|  row-size=40B cardinality=170.55K
|
|--JOIN BUILD
|  |  join-table-id=11 plan-id=12 cohort-id=01
|  |  build expressions: d_date_sk
|  |
|  28:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.date_dim]
|     HDFS partitions=1/1 files=1 size=9.84MB
|     predicates: d_year = 2000, d_moy = 11
|     row-size=12B cardinality=108
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF010 -> ss_sold_date_sk, RF008 -> ss_item_sk, RF006 -> ss_promo_sk, RF002 -> ss_customer_sk, RF004 -> ss_store_sk
   row-size=28B cardinality=2.88M
====
# TPCDS-Q88
select  *
from
 (select count(*) h8_30_to_9
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 8
     and time_dim.t_minute >= 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s1,
 (select count(*) h9_to_9_30
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 9
     and time_dim.t_minute < 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s2,
 (select count(*) h9_30_to_10
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 9
     and time_dim.t_minute >= 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s3,
 (select count(*) h10_to_10_30
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 10
     and time_dim.t_minute < 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s4,
 (select count(*) h10_30_to_11
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 10
     and time_dim.t_minute >= 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s5,
 (select count(*) h11_to_11_30
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 11
     and time_dim.t_minute < 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s6,
 (select count(*) h11_30_to_12
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 11
     and time_dim.t_minute >= 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s7,
 (select count(*) h12_to_12_30
 from store_sales, household_demographics , time_dim, store
 where ss_sold_time_sk = time_dim.t_time_sk
     and ss_hdemo_sk = household_demographics.hd_demo_sk
     and ss_store_sk = s_store_sk
     and time_dim.t_hour = 12
     and time_dim.t_minute < 30
     and ((household_demographics.hd_dep_count = 1 and household_demographics.hd_vehicle_count<=1+2) or
          (household_demographics.hd_dep_count = 0 and household_demographics.hd_vehicle_count<=0+2) or
          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2))
     and store.s_store_name = 'ese') s8
---- PLAN
Max Per-Host Resource Reservation: Memory=186.56MB Threads=33
Per-Host Resource Estimates: Memory=1.81GB
PLAN-ROOT SINK
|
70:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=64B cardinality=1
|
|--63:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  62:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--59:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  61:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--57:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  60:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF046 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--58:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 12, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  56:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF046 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
69:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=56B cardinality=1
|
|--55:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  54:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--51:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  53:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--49:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  52:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF040 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--50:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 11, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  48:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF040 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
68:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=48B cardinality=1
|
|--47:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  46:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--43:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  45:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--41:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  44:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF034 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--42:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 11, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  40:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF034 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
67:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=40B cardinality=1
|
|--39:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  38:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--35:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  37:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--33:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  36:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF028 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--34:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 10, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  32:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF028 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
66:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=32B cardinality=1
|
|--31:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  30:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--27:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  29:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--25:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  28:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF022 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--26:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 10, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  24:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF022 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
65:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=24B cardinality=1
|
|--23:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  22:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--19:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  21:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--17:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  20:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF016 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--18:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 9, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  16:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF016 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
64:NESTED LOOP JOIN [CROSS JOIN]
|  row-size=16B cardinality=1
|
|--15:AGGREGATE [FINALIZE]
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  14:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--11:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  13:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  runtime filters: RF008 <- household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--09:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  12:HASH JOIN [INNER JOIN]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF010 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--10:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 9, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  08:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF010 -> ss_sold_time_sk, RF008 -> ss_hdemo_sk
|     row-size=12B cardinality=2.88M
|
07:AGGREGATE [FINALIZE]
|  output: count(*)
|  row-size=8B cardinality=1
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: ss_store_sk = s_store_sk
|  row-size=56B cardinality=2.27K
|
|--03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_store_name = 'ese'
|     row-size=20B cardinality=2
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF002 <- household_demographics.hd_demo_sk
|  row-size=36B cardinality=6.82K
|
|--01:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|     row-size=12B cardinality=720
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  runtime filters: RF004 <- time_dim.t_time_sk
|  row-size=24B cardinality=69.82K
|
|--02:SCAN HDFS [tpcds.time_dim]
|     HDFS partitions=1/1 files=1 size=4.87MB
|     predicates: time_dim.t_hour = 8, time_dim.t_minute >= 30
|     row-size=12B cardinality=1.14K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> ss_sold_time_sk, RF002 -> ss_hdemo_sk
   row-size=12B cardinality=2.88M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=186.56MB Threads=72
Per-Host Resource Estimates: Memory=1.96GB
PLAN-ROOT SINK
|
70:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=64B cardinality=1
|
|--117:EXCHANGE [UNPARTITIONED]
|  |
|  116:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  115:EXCHANGE [UNPARTITIONED]
|  |
|  63:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  62:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--114:EXCHANGE [BROADCAST]
|  |  |
|  |  59:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  61:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--113:EXCHANGE [BROADCAST]
|  |  |
|  |  57:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  60:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF046 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--112:EXCHANGE [BROADCAST]
|  |  |
|  |  58:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 12, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  56:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF046 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
69:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=56B cardinality=1
|
|--111:EXCHANGE [UNPARTITIONED]
|  |
|  110:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  109:EXCHANGE [UNPARTITIONED]
|  |
|  55:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  54:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--108:EXCHANGE [BROADCAST]
|  |  |
|  |  51:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  53:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--107:EXCHANGE [BROADCAST]
|  |  |
|  |  49:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  52:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF040 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--106:EXCHANGE [BROADCAST]
|  |  |
|  |  50:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 11, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  48:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF040 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
68:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=48B cardinality=1
|
|--105:EXCHANGE [UNPARTITIONED]
|  |
|  104:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  103:EXCHANGE [UNPARTITIONED]
|  |
|  47:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  46:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--102:EXCHANGE [BROADCAST]
|  |  |
|  |  43:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  45:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--101:EXCHANGE [BROADCAST]
|  |  |
|  |  41:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  44:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF034 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--100:EXCHANGE [BROADCAST]
|  |  |
|  |  42:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 11, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  40:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF034 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
67:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=40B cardinality=1
|
|--99:EXCHANGE [UNPARTITIONED]
|  |
|  98:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  97:EXCHANGE [UNPARTITIONED]
|  |
|  39:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  38:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--96:EXCHANGE [BROADCAST]
|  |  |
|  |  35:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  37:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--95:EXCHANGE [BROADCAST]
|  |  |
|  |  33:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  36:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF028 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--94:EXCHANGE [BROADCAST]
|  |  |
|  |  34:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 10, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  32:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF028 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
66:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=32B cardinality=1
|
|--93:EXCHANGE [UNPARTITIONED]
|  |
|  92:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  91:EXCHANGE [UNPARTITIONED]
|  |
|  31:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  30:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--90:EXCHANGE [BROADCAST]
|  |  |
|  |  27:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  29:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--89:EXCHANGE [BROADCAST]
|  |  |
|  |  25:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  28:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF022 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--88:EXCHANGE [BROADCAST]
|  |  |
|  |  26:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 10, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  24:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF022 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
65:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=24B cardinality=1
|
|--87:EXCHANGE [UNPARTITIONED]
|  |
|  86:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  85:EXCHANGE [UNPARTITIONED]
|  |
|  23:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  22:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--84:EXCHANGE [BROADCAST]
|  |  |
|  |  19:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  21:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--83:EXCHANGE [BROADCAST]
|  |  |
|  |  17:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  20:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF016 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--82:EXCHANGE [BROADCAST]
|  |  |
|  |  18:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 9, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  16:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF016 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
64:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  row-size=16B cardinality=1
|
|--81:EXCHANGE [UNPARTITIONED]
|  |
|  80:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  79:EXCHANGE [UNPARTITIONED]
|  |
|  15:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  14:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--78:EXCHANGE [BROADCAST]
|  |  |
|  |  11:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  13:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  runtime filters: RF008 <- household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--77:EXCHANGE [BROADCAST]
|  |  |
|  |  09:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  12:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF010 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--76:EXCHANGE [BROADCAST]
|  |  |
|  |  10:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 9, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  08:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF010 -> ss_sold_time_sk, RF008 -> ss_hdemo_sk
|     row-size=12B cardinality=2.88M
|
75:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  row-size=8B cardinality=1
|
74:EXCHANGE [UNPARTITIONED]
|
07:AGGREGATE
|  output: count(*)
|  row-size=8B cardinality=1
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  row-size=56B cardinality=2.27K
|
|--73:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_store_name = 'ese'
|     row-size=20B cardinality=2
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF002 <- household_demographics.hd_demo_sk
|  row-size=36B cardinality=6.82K
|
|--72:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|     row-size=12B cardinality=720
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  runtime filters: RF004 <- time_dim.t_time_sk
|  row-size=24B cardinality=69.82K
|
|--71:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.time_dim]
|     HDFS partitions=1/1 files=1 size=4.87MB
|     predicates: time_dim.t_hour = 8, time_dim.t_minute >= 30
|     row-size=12B cardinality=1.14K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> ss_sold_time_sk, RF002 -> ss_hdemo_sk
   row-size=12B cardinality=2.88M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=373.12MB Threads=72
Per-Host Resource Estimates: Memory=1.34GB
PLAN-ROOT SINK
|
70:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 00
|  row-size=64B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |
|  117:EXCHANGE [UNPARTITIONED]
|  |
|  116:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  115:EXCHANGE [UNPARTITIONED]
|  |
|  63:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  62:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: s_store_sk
|  |  |
|  |  114:EXCHANGE [BROADCAST]
|  |  |
|  |  59:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  61:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=02 plan-id=03 cohort-id=02
|  |  |  build expressions: household_demographics.hd_demo_sk
|  |  |
|  |  113:EXCHANGE [BROADCAST]
|  |  |
|  |  57:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  60:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF046 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=03 plan-id=04 cohort-id=02
|  |  |  build expressions: time_dim.t_time_sk
|  |  |
|  |  112:EXCHANGE [BROADCAST]
|  |  |
|  |  58:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 12, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  56:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF046 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
69:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 04
|  row-size=56B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |
|  111:EXCHANGE [UNPARTITIONED]
|  |
|  110:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  109:EXCHANGE [UNPARTITIONED]
|  |
|  55:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  54:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=05 plan-id=06 cohort-id=03
|  |  |  build expressions: s_store_sk
|  |  |
|  |  108:EXCHANGE [BROADCAST]
|  |  |
|  |  51:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  53:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=06 plan-id=07 cohort-id=03
|  |  |  build expressions: household_demographics.hd_demo_sk
|  |  |
|  |  107:EXCHANGE [BROADCAST]
|  |  |
|  |  49:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  52:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF040 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=07 plan-id=08 cohort-id=03
|  |  |  build expressions: time_dim.t_time_sk
|  |  |
|  |  106:EXCHANGE [BROADCAST]
|  |  |
|  |  50:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 11, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  48:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF040 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
68:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 08
|  row-size=48B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=08 plan-id=09 cohort-id=01
|  |
|  105:EXCHANGE [UNPARTITIONED]
|  |
|  104:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  103:EXCHANGE [UNPARTITIONED]
|  |
|  47:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  46:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=09 plan-id=10 cohort-id=04
|  |  |  build expressions: s_store_sk
|  |  |
|  |  102:EXCHANGE [BROADCAST]
|  |  |
|  |  43:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  45:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=10 plan-id=11 cohort-id=04
|  |  |  build expressions: household_demographics.hd_demo_sk
|  |  |
|  |  101:EXCHANGE [BROADCAST]
|  |  |
|  |  41:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  44:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF034 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=11 plan-id=12 cohort-id=04
|  |  |  build expressions: time_dim.t_time_sk
|  |  |
|  |  100:EXCHANGE [BROADCAST]
|  |  |
|  |  42:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 11, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  40:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF034 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
67:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 12
|  row-size=40B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=12 plan-id=13 cohort-id=01
|  |
|  99:EXCHANGE [UNPARTITIONED]
|  |
|  98:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  97:EXCHANGE [UNPARTITIONED]
|  |
|  39:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  38:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=13 plan-id=14 cohort-id=05
|  |  |  build expressions: s_store_sk
|  |  |
|  |  96:EXCHANGE [BROADCAST]
|  |  |
|  |  35:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  37:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=14 plan-id=15 cohort-id=05
|  |  |  build expressions: household_demographics.hd_demo_sk
|  |  |
|  |  95:EXCHANGE [BROADCAST]
|  |  |
|  |  33:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  36:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF028 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=15 plan-id=16 cohort-id=05
|  |  |  build expressions: time_dim.t_time_sk
|  |  |
|  |  94:EXCHANGE [BROADCAST]
|  |  |
|  |  34:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 10, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  32:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF028 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
66:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 16
|  row-size=32B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=16 plan-id=17 cohort-id=01
|  |
|  93:EXCHANGE [UNPARTITIONED]
|  |
|  92:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  91:EXCHANGE [UNPARTITIONED]
|  |
|  31:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  30:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=17 plan-id=18 cohort-id=06
|  |  |  build expressions: s_store_sk
|  |  |
|  |  90:EXCHANGE [BROADCAST]
|  |  |
|  |  27:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  29:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=18 plan-id=19 cohort-id=06
|  |  |  build expressions: household_demographics.hd_demo_sk
|  |  |
|  |  89:EXCHANGE [BROADCAST]
|  |  |
|  |  25:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  28:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF022 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=19 plan-id=20 cohort-id=06
|  |  |  build expressions: time_dim.t_time_sk
|  |  |
|  |  88:EXCHANGE [BROADCAST]
|  |  |
|  |  26:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 10, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  24:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF022 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
65:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 20
|  row-size=24B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=20 plan-id=21 cohort-id=01
|  |
|  87:EXCHANGE [UNPARTITIONED]
|  |
|  86:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  85:EXCHANGE [UNPARTITIONED]
|  |
|  23:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  22:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=21 plan-id=22 cohort-id=07
|  |  |  build expressions: s_store_sk
|  |  |
|  |  84:EXCHANGE [BROADCAST]
|  |  |
|  |  19:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  21:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=22 plan-id=23 cohort-id=07
|  |  |  build expressions: household_demographics.hd_demo_sk
|  |  |
|  |  83:EXCHANGE [BROADCAST]
|  |  |
|  |  17:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  20:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF016 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=23 plan-id=24 cohort-id=07
|  |  |  build expressions: time_dim.t_time_sk
|  |  |
|  |  82:EXCHANGE [BROADCAST]
|  |  |
|  |  18:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 9, time_dim.t_minute >= 30
|  |     row-size=12B cardinality=1.14K
|  |
|  16:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF016 -> ss_sold_time_sk
|     row-size=12B cardinality=2.88M
|
64:NESTED LOOP JOIN [CROSS JOIN, BROADCAST]
|  join table id: 24
|  row-size=16B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=24 plan-id=25 cohort-id=01
|  |
|  81:EXCHANGE [UNPARTITIONED]
|  |
|  80:AGGREGATE [FINALIZE]
|  |  output: count:merge(*)
|  |  row-size=8B cardinality=1
|  |
|  79:EXCHANGE [UNPARTITIONED]
|  |
|  15:AGGREGATE
|  |  output: count(*)
|  |  row-size=8B cardinality=1
|  |
|  14:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_store_sk = s_store_sk
|  |  row-size=56B cardinality=2.27K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=25 plan-id=26 cohort-id=08
|  |  |  build expressions: s_store_sk
|  |  |
|  |  78:EXCHANGE [BROADCAST]
|  |  |
|  |  11:SCAN HDFS [tpcds.store]
|  |     HDFS partitions=1/1 files=1 size=3.08KB
|  |     predicates: store.s_store_name = 'ese'
|  |     row-size=20B cardinality=2
|  |
|  13:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  |  runtime filters: RF008 <- household_demographics.hd_demo_sk
|  |  row-size=36B cardinality=6.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=26 plan-id=27 cohort-id=08
|  |  |  build expressions: household_demographics.hd_demo_sk
|  |  |
|  |  77:EXCHANGE [BROADCAST]
|  |  |
|  |  09:SCAN HDFS [tpcds.household_demographics]
|  |     HDFS partitions=1/1 files=1 size=148.10KB
|  |     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|  |     row-size=12B cardinality=720
|  |
|  12:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  |  runtime filters: RF010 <- time_dim.t_time_sk
|  |  row-size=24B cardinality=69.82K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=27 plan-id=28 cohort-id=08
|  |  |  build expressions: time_dim.t_time_sk
|  |  |
|  |  76:EXCHANGE [BROADCAST]
|  |  |
|  |  10:SCAN HDFS [tpcds.time_dim]
|  |     HDFS partitions=1/1 files=1 size=4.87MB
|  |     predicates: time_dim.t_hour = 9, time_dim.t_minute < 30
|  |     row-size=12B cardinality=1.14K
|  |
|  08:SCAN HDFS [tpcds.store_sales]
|     HDFS partitions=1824/1824 files=1824 size=346.60MB
|     runtime filters: RF010 -> ss_sold_time_sk, RF008 -> ss_hdemo_sk
|     row-size=12B cardinality=2.88M
|
75:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  row-size=8B cardinality=1
|
74:EXCHANGE [UNPARTITIONED]
|
07:AGGREGATE
|  output: count(*)
|  row-size=8B cardinality=1
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_store_sk = s_store_sk
|  row-size=56B cardinality=2.27K
|
|--JOIN BUILD
|  |  join-table-id=28 plan-id=29 cohort-id=01
|  |  build expressions: s_store_sk
|  |
|  73:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpcds.store]
|     HDFS partitions=1/1 files=1 size=3.08KB
|     predicates: store.s_store_name = 'ese'
|     row-size=20B cardinality=2
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_hdemo_sk = household_demographics.hd_demo_sk
|  runtime filters: RF002 <- household_demographics.hd_demo_sk
|  row-size=36B cardinality=6.82K
|
|--JOIN BUILD
|  |  join-table-id=29 plan-id=30 cohort-id=01
|  |  build expressions: household_demographics.hd_demo_sk
|  |
|  72:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpcds.household_demographics]
|     HDFS partitions=1/1 files=1 size=148.10KB
|     predicates: ((household_demographics.hd_dep_count = 1 AND household_demographics.hd_vehicle_count <= 3) OR (household_demographics.hd_dep_count = 0 AND household_demographics.hd_vehicle_count <= 2) OR (household_demographics.hd_dep_count = 2 AND household_demographics.hd_vehicle_count <= 4))
|     row-size=12B cardinality=720
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ss_sold_time_sk = time_dim.t_time_sk
|  runtime filters: RF004 <- time_dim.t_time_sk
|  row-size=24B cardinality=69.82K
|
|--JOIN BUILD
|  |  join-table-id=30 plan-id=31 cohort-id=01
|  |  build expressions: time_dim.t_time_sk
|  |
|  71:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpcds.time_dim]
|     HDFS partitions=1/1 files=1 size=4.87MB
|     predicates: time_dim.t_hour = 8, time_dim.t_minute >= 30
|     row-size=12B cardinality=1.14K
|
00:SCAN HDFS [tpcds.store_sales]
   HDFS partitions=1824/1824 files=1824 size=346.60MB
   runtime filters: RF004 -> ss_sold_time_sk, RF002 -> ss_hdemo_sk
   row-size=12B cardinality=2.88M
====