# TPCH-Q1
# Q1 - Pricing Summary Report Query
select
  l_returnflag,
  l_linestatus,
  sum(l_quantity) as sum_qty,
  sum(l_extendedprice) as sum_base_price,
  sum(l_extendedprice * (1 - l_discount)) as sum_disc_price,
  sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) as sum_charge,
  avg(l_quantity) as avg_qty,
  avg(l_extendedprice) as avg_price,
  avg(l_discount) as avg_disc,
  count(*) as count_order
from
  lineitem
where
  l_shipdate <= '1998-09-02'
group by
  l_returnflag,
  l_linestatus
order by
  l_returnflag,
  l_linestatus
---- PLAN
Max Per-Host Resource Reservation: Memory=13.94MB Threads=2
Per-Host Resource Estimates: Memory=274MB
PLAN-ROOT SINK
|
02:SORT
|  order by: l_returnflag ASC, l_linestatus ASC
|  row-size=122B cardinality=6
|
01:AGGREGATE [FINALIZE]
|  output: sum(l_quantity), sum(l_extendedprice), sum(l_extendedprice * (1 - l_discount)), sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)), avg(l_quantity), avg(l_extendedprice), avg(l_discount), count(*)
|  group by: l_returnflag, l_linestatus
|  row-size=122B cardinality=6
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate <= '1998-09-02'
   row-size=80B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=23.94MB Threads=4
Per-Host Resource Estimates: Memory=296MB
PLAN-ROOT SINK
|
05:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: l_returnflag ASC, l_linestatus ASC
|
02:SORT
|  order by: l_returnflag ASC, l_linestatus ASC
|  row-size=122B cardinality=6
|
04:AGGREGATE [FINALIZE]
|  output: sum:merge(l_quantity), sum:merge(l_extendedprice), sum:merge(l_extendedprice * (1 - l_discount)), sum:merge(l_extendedprice * (1 - l_discount) * (1 + l_tax)), avg:merge(l_quantity), avg:merge(l_extendedprice), avg:merge(l_discount), count:merge(*)
|  group by: l_returnflag, l_linestatus
|  row-size=122B cardinality=6
|
03:EXCHANGE [HASH(l_returnflag,l_linestatus)]
|
01:AGGREGATE [STREAMING]
|  output: sum(l_quantity), sum(l_extendedprice), sum(l_extendedprice * (1 - l_discount)), sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)), avg(l_quantity), avg(l_extendedprice), avg(l_discount), count(*)
|  group by: l_returnflag, l_linestatus
|  row-size=122B cardinality=6
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate <= '1998-09-02'
   row-size=80B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=47.88MB Threads=5
Per-Host Resource Estimates: Memory=240MB
PLAN-ROOT SINK
|
05:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: l_returnflag ASC, l_linestatus ASC
|
02:SORT
|  order by: l_returnflag ASC, l_linestatus ASC
|  row-size=122B cardinality=6
|
04:AGGREGATE [FINALIZE]
|  output: sum:merge(l_quantity), sum:merge(l_extendedprice), sum:merge(l_extendedprice * (1 - l_discount)), sum:merge(l_extendedprice * (1 - l_discount) * (1 + l_tax)), avg:merge(l_quantity), avg:merge(l_extendedprice), avg:merge(l_discount), count:merge(*)
|  group by: l_returnflag, l_linestatus
|  row-size=122B cardinality=6
|
03:EXCHANGE [HASH(l_returnflag,l_linestatus)]
|
01:AGGREGATE [STREAMING]
|  output: sum(l_quantity), sum(l_extendedprice), sum(l_extendedprice * (1 - l_discount)), sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)), avg(l_quantity), avg(l_extendedprice), avg(l_discount), count(*)
|  group by: l_returnflag, l_linestatus
|  row-size=122B cardinality=6
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate <= '1998-09-02'
   row-size=80B cardinality=600.12K
====
# TPCH-Q2
# Q2 - Minimum Cost Supplier Query
select
  s_acctbal,
  s_name,
  n_name,
  p_partkey,
  p_mfgr,
  s_address,
  s_phone,
  s_comment
from
  part,
  supplier,
  partsupp,
  nation,
  region
where
  p_partkey = ps_partkey
  and s_suppkey = ps_suppkey
  and p_size = 15
  and p_type like '%BRASS'
  and s_nationkey = n_nationkey
  and n_regionkey = r_regionkey
  and r_name = 'EUROPE'
  and ps_supplycost = (
    select
      min(ps_supplycost)
    from
      partsupp,
      supplier,
      nation,
      region
    where
      p_partkey = ps_partkey
      and s_suppkey = ps_suppkey
      and s_nationkey = n_nationkey
      and n_regionkey = r_regionkey
      and r_name = 'EUROPE'
    )
order by
  s_acctbal desc,
  n_name,
  s_name,
  p_partkey
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=50.39MB Threads=10
Per-Host Resource Estimates: Memory=628MB
PLAN-ROOT SINK
|
18:TOP-N [LIMIT=100]
|  order by: s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC
|  row-size=230B cardinality=100
|
17:HASH JOIN [RIGHT SEMI JOIN]
|  hash predicates: ps_partkey = p_partkey, min(ps_supplycost) = ps_supplycost
|  runtime filters: RF000 <- p_partkey
|  row-size=325B cardinality=1.01K
|
|--16:HASH JOIN [INNER JOIN]
|  |  hash predicates: n_regionkey = r_regionkey
|  |  runtime filters: RF010 <- r_regionkey
|  |  row-size=325B cardinality=1.01K
|  |
|  |--04:SCAN HDFS [tpch.region]
|  |     HDFS partitions=1/1 files=1 size=384B
|  |     predicates: r_name = 'EUROPE'
|  |     row-size=21B cardinality=1
|  |
|  15:HASH JOIN [INNER JOIN]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF012 <- n_nationkey
|  |  row-size=304B cardinality=5.05K
|  |
|  |--03:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     runtime filters: RF010 -> n_regionkey
|  |     row-size=23B cardinality=25
|  |
|  14:HASH JOIN [INNER JOIN]
|  |  hash predicates: s_suppkey = ps_suppkey
|  |  runtime filters: RF014 <- ps_suppkey
|  |  row-size=281B cardinality=5.05K
|  |
|  |--13:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: ps_partkey = p_partkey
|  |  |  runtime filters: RF016 <- p_partkey
|  |  |  row-size=95B cardinality=5.05K
|  |  |
|  |  |--00:SCAN HDFS [tpch.part]
|  |  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |  |     predicates: p_size = 15, p_type LIKE '%BRASS'
|  |  |     row-size=71B cardinality=1.26K
|  |  |
|  |  02:SCAN HDFS [tpch.partsupp]
|  |     HDFS partitions=1/1 files=1 size=112.71MB
|  |     runtime filters: RF016 -> ps_partkey
|  |     row-size=24B cardinality=800.00K
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF012 -> s_nationkey, RF014 -> s_suppkey
|     row-size=187B cardinality=10.00K
|
12:AGGREGATE [FINALIZE]
|  output: min(ps_supplycost)
|  group by: ps_partkey
|  row-size=16B cardinality=160.00K
|
11:HASH JOIN [INNER JOIN]
|  hash predicates: n_regionkey = r_regionkey
|  runtime filters: RF004 <- r_regionkey
|  row-size=59B cardinality=160.00K
|
|--08:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'EUROPE'
|     row-size=21B cardinality=1
|
10:HASH JOIN [INNER JOIN]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF006 <- n_nationkey
|  row-size=38B cardinality=800.00K
|
|--07:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF004 -> n_regionkey
|     row-size=4B cardinality=25
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF008 <- s_suppkey
|  row-size=34B cardinality=800.00K
|
|--06:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF006 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
05:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF000 -> tpch.partsupp.ps_partkey, RF008 -> ps_suppkey
   row-size=24B cardinality=800.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=65.28MB Threads=21
Per-Host Resource Estimates: Memory=662MB
PLAN-ROOT SINK
|
30:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC
|  limit: 100
|
18:TOP-N [LIMIT=100]
|  order by: s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC
|  row-size=230B cardinality=100
|
17:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: ps_partkey = p_partkey, min(ps_supplycost) = ps_supplycost
|  runtime filters: RF000 <- p_partkey
|  row-size=325B cardinality=1.01K
|
|--29:EXCHANGE [HASH(p_partkey,ps_supplycost)]
|  |
|  16:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: n_regionkey = r_regionkey
|  |  runtime filters: RF010 <- r_regionkey
|  |  row-size=325B cardinality=1.01K
|  |
|  |--27:EXCHANGE [BROADCAST]
|  |  |
|  |  04:SCAN HDFS [tpch.region]
|  |     HDFS partitions=1/1 files=1 size=384B
|  |     predicates: r_name = 'EUROPE'
|  |     row-size=21B cardinality=1
|  |
|  15:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF012 <- n_nationkey
|  |  row-size=304B cardinality=5.05K
|  |
|  |--26:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     runtime filters: RF010 -> n_regionkey
|  |     row-size=23B cardinality=25
|  |
|  14:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_suppkey = ps_suppkey
|  |  runtime filters: RF014 <- ps_suppkey
|  |  row-size=281B cardinality=5.05K
|  |
|  |--25:EXCHANGE [BROADCAST]
|  |  |
|  |  13:HASH JOIN [INNER JOIN, BROADCAST]
|  |  |  hash predicates: ps_partkey = p_partkey
|  |  |  runtime filters: RF016 <- p_partkey
|  |  |  row-size=95B cardinality=5.05K
|  |  |
|  |  |--24:EXCHANGE [BROADCAST]
|  |  |  |
|  |  |  00:SCAN HDFS [tpch.part]
|  |  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |  |     predicates: p_size = 15, p_type LIKE '%BRASS'
|  |  |     row-size=71B cardinality=1.26K
|  |  |
|  |  02:SCAN HDFS [tpch.partsupp]
|  |     HDFS partitions=1/1 files=1 size=112.71MB
|  |     runtime filters: RF016 -> ps_partkey
|  |     row-size=24B cardinality=800.00K
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF012 -> s_nationkey, RF014 -> s_suppkey
|     row-size=187B cardinality=10.00K
|
28:EXCHANGE [HASH(ps_partkey,min(ps_supplycost))]
|
23:AGGREGATE [FINALIZE]
|  output: min:merge(ps_supplycost)
|  group by: ps_partkey
|  row-size=16B cardinality=160.00K
|
22:EXCHANGE [HASH(ps_partkey)]
|
12:AGGREGATE [STREAMING]
|  output: min(ps_supplycost)
|  group by: ps_partkey
|  row-size=16B cardinality=160.00K
|
11:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: n_regionkey = r_regionkey
|  runtime filters: RF004 <- r_regionkey
|  row-size=59B cardinality=160.00K
|
|--21:EXCHANGE [BROADCAST]
|  |
|  08:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'EUROPE'
|     row-size=21B cardinality=1
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF006 <- n_nationkey
|  row-size=38B cardinality=800.00K
|
|--20:EXCHANGE [BROADCAST]
|  |
|  07:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF004 -> n_regionkey
|     row-size=4B cardinality=25
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF008 <- s_suppkey
|  row-size=34B cardinality=800.00K
|
|--19:EXCHANGE [BROADCAST]
|  |
|  06:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF006 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
05:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF000 -> tpch.partsupp.ps_partkey, RF008 -> ps_suppkey
   row-size=24B cardinality=800.00K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=122.81MB Threads=23
Per-Host Resource Estimates: Memory=713MB
PLAN-ROOT SINK
|
30:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC
|  limit: 100
|
18:TOP-N [LIMIT=100]
|  order by: s_acctbal DESC, n_name ASC, s_name ASC, p_partkey ASC
|  row-size=230B cardinality=100
|
17:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: ps_partkey = p_partkey, min(ps_supplycost) = ps_supplycost
|  runtime filters: RF000 <- p_partkey
|  row-size=325B cardinality=1.01K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: p_partkey, ps_supplycost
|  |
|  29:EXCHANGE [HASH(p_partkey,ps_supplycost)]
|  |
|  16:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: n_regionkey = r_regionkey
|  |  runtime filters: RF010 <- r_regionkey
|  |  row-size=325B cardinality=1.01K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: r_regionkey
|  |  |
|  |  27:EXCHANGE [BROADCAST]
|  |  |
|  |  04:SCAN HDFS [tpch.region]
|  |     HDFS partitions=1/1 files=1 size=384B
|  |     predicates: r_name = 'EUROPE'
|  |     row-size=21B cardinality=1
|  |
|  15:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF012 <- n_nationkey
|  |  row-size=304B cardinality=5.05K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=02 plan-id=03 cohort-id=02
|  |  |  build expressions: n_nationkey
|  |  |
|  |  26:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     runtime filters: RF010 -> n_regionkey
|  |     row-size=23B cardinality=25
|  |
|  14:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_suppkey = ps_suppkey
|  |  runtime filters: RF014 <- ps_suppkey
|  |  row-size=281B cardinality=5.05K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=03 plan-id=04 cohort-id=02
|  |  |  build expressions: ps_suppkey
|  |  |
|  |  25:EXCHANGE [BROADCAST]
|  |  |
|  |  13:HASH JOIN [INNER JOIN, BROADCAST]
|  |  |  hash predicates: ps_partkey = p_partkey
|  |  |  runtime filters: RF016 <- p_partkey
|  |  |  row-size=95B cardinality=5.05K
|  |  |
|  |  |--JOIN BUILD
|  |  |  |  join-table-id=04 plan-id=05 cohort-id=03
|  |  |  |  build expressions: p_partkey
|  |  |  |
|  |  |  24:EXCHANGE [BROADCAST]
|  |  |  |
|  |  |  00:SCAN HDFS [tpch.part]
|  |  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |  |     predicates: p_size = 15, p_type LIKE '%BRASS'
|  |  |     row-size=71B cardinality=1.26K
|  |  |
|  |  02:SCAN HDFS [tpch.partsupp]
|  |     HDFS partitions=1/1 files=1 size=112.71MB
|  |     runtime filters: RF016 -> ps_partkey
|  |     row-size=24B cardinality=800.00K
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF012 -> s_nationkey, RF014 -> s_suppkey
|     row-size=187B cardinality=10.00K
|
28:EXCHANGE [HASH(ps_partkey,min(ps_supplycost))]
|
23:AGGREGATE [FINALIZE]
|  output: min:merge(ps_supplycost)
|  group by: ps_partkey
|  row-size=16B cardinality=160.00K
|
22:EXCHANGE [HASH(ps_partkey)]
|
12:AGGREGATE [STREAMING]
|  output: min(ps_supplycost)
|  group by: ps_partkey
|  row-size=16B cardinality=160.00K
|
11:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: n_regionkey = r_regionkey
|  runtime filters: RF004 <- r_regionkey
|  row-size=59B cardinality=160.00K
|
|--JOIN BUILD
|  |  join-table-id=05 plan-id=06 cohort-id=01
|  |  build expressions: r_regionkey
|  |
|  21:EXCHANGE [BROADCAST]
|  |
|  08:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'EUROPE'
|     row-size=21B cardinality=1
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF006 <- n_nationkey
|  row-size=38B cardinality=800.00K
|
|--JOIN BUILD
|  |  join-table-id=06 plan-id=07 cohort-id=01
|  |  build expressions: n_nationkey
|  |
|  20:EXCHANGE [BROADCAST]
|  |
|  07:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF004 -> n_regionkey
|     row-size=4B cardinality=25
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF008 <- s_suppkey
|  row-size=34B cardinality=800.00K
|
|--JOIN BUILD
|  |  join-table-id=07 plan-id=08 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  19:EXCHANGE [BROADCAST]
|  |
|  06:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF006 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
05:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF000 -> tpch.partsupp.ps_partkey, RF008 -> ps_suppkey
   row-size=24B cardinality=800.00K
====
# TPCH-Q3
# Q3 - Shipping Priority Query
select
  l_orderkey,
  sum(l_extendedprice * (1 - l_discount)) as revenue,
  o_orderdate,
  o_shippriority
from
  customer,
  orders,
  lineitem
where
  c_mktsegment = 'BUILDING'
  and c_custkey = o_custkey
  and l_orderkey = o_orderkey
  and o_orderdate < '1995-03-15'
  and l_shipdate > '1995-03-15'
group by
  l_orderkey,
  o_orderdate,
  o_shippriority
order by
  revenue desc,
  o_orderdate
limit 10
---- PLAN
Max Per-Host Resource Reservation: Memory=36.44MB Threads=4
Per-Host Resource Estimates: Memory=516MB
PLAN-ROOT SINK
|
06:TOP-N [LIMIT=10]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC, o_orderdate ASC
|  row-size=50B cardinality=10
|
05:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: l_orderkey, o_orderdate, o_shippriority
|  row-size=50B cardinality=17.56K
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF000 <- c_custkey
|  row-size=117B cardinality=17.56K
|
|--00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     predicates: c_mktsegment = 'BUILDING'
|     row-size=29B cardinality=30.00K
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF002 <- o_orderkey
|  row-size=88B cardinality=57.58K
|
|--01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1995-03-15'
|     runtime filters: RF000 -> o_custkey
|     row-size=42B cardinality=150.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate > '1995-03-15'
   runtime filters: RF002 -> l_orderkey
   row-size=46B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=41.38MB Threads=8
Per-Host Resource Estimates: Memory=545MB
PLAN-ROOT SINK
|
11:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC, o_orderdate ASC
|  limit: 10
|
06:TOP-N [LIMIT=10]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC, o_orderdate ASC
|  row-size=50B cardinality=10
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: l_orderkey, o_orderdate, o_shippriority
|  row-size=50B cardinality=17.56K
|
09:EXCHANGE [HASH(l_orderkey,o_orderdate,o_shippriority)]
|
05:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: l_orderkey, o_orderdate, o_shippriority
|  row-size=50B cardinality=17.56K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF000 <- c_custkey
|  row-size=117B cardinality=17.56K
|
|--08:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     predicates: c_mktsegment = 'BUILDING'
|     row-size=29B cardinality=30.00K
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF002 <- o_orderkey
|  row-size=88B cardinality=57.58K
|
|--07:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1995-03-15'
|     runtime filters: RF000 -> o_custkey
|     row-size=42B cardinality=150.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate > '1995-03-15'
   runtime filters: RF002 -> l_orderkey
   row-size=46B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=73.50MB Threads=13
Per-Host Resource Estimates: Memory=497MB
PLAN-ROOT SINK
|
13:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC, o_orderdate ASC
|  limit: 10
|
06:TOP-N [LIMIT=10]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC, o_orderdate ASC
|  row-size=50B cardinality=10
|
12:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: l_orderkey, o_orderdate, o_shippriority
|  row-size=50B cardinality=17.56K
|
11:EXCHANGE [HASH(l_orderkey,o_orderdate,o_shippriority)]
|
05:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: l_orderkey, o_orderdate, o_shippriority
|  row-size=50B cardinality=17.56K
|
04:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF000 <- c_custkey
|  row-size=117B cardinality=17.56K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  10:EXCHANGE [HASH(c_custkey)]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     predicates: c_mktsegment = 'BUILDING'
|     row-size=29B cardinality=30.00K
|
09:EXCHANGE [HASH(o_custkey)]
|
03:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF002 <- o_orderkey
|  row-size=88B cardinality=57.58K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  08:EXCHANGE [HASH(o_orderkey)]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1995-03-15'
|     runtime filters: RF000 -> o_custkey
|     row-size=42B cardinality=150.00K
|
07:EXCHANGE [HASH(l_orderkey)]
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate > '1995-03-15'
   runtime filters: RF002 -> l_orderkey
   row-size=46B cardinality=600.12K
====
# TPCH-Q4
# Q4 - Order Priority Checking Query
select
  o_orderpriority,
  count(*) as order_count
from
  orders
where
  o_orderdate >= '1993-07-01'
  and o_orderdate < '1993-10-01'
  and exists (
    select
      *
    from
      lineitem
    where
      l_orderkey = o_orderkey
      and l_commitdate < l_receiptdate
    )
group by
  o_orderpriority
order by
  o_orderpriority
---- PLAN
Max Per-Host Resource Reservation: Memory=25.50MB Threads=3
Per-Host Resource Estimates: Memory=450MB
PLAN-ROOT SINK
|
04:SORT
|  order by: o_orderpriority ASC
|  row-size=28B cardinality=5
|
03:AGGREGATE [FINALIZE]
|  output: count(*)
|  group by: o_orderpriority
|  row-size=28B cardinality=5
|
02:HASH JOIN [RIGHT SEMI JOIN]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF000 <- o_orderkey
|  row-size=50B cardinality=150.00K
|
|--00:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1993-10-01', o_orderdate >= '1993-07-01'
|     row-size=50B cardinality=150.00K
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_commitdate < l_receiptdate
   runtime filters: RF000 -> l_orderkey
   row-size=52B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=38.69MB Threads=7
Per-Host Resource Estimates: Memory=493MB
PLAN-ROOT SINK
|
09:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: o_orderpriority ASC
|
04:SORT
|  order by: o_orderpriority ASC
|  row-size=28B cardinality=5
|
08:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: o_orderpriority
|  row-size=28B cardinality=5
|
07:EXCHANGE [HASH(o_orderpriority)]
|
03:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: o_orderpriority
|  row-size=28B cardinality=5
|
02:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF000 <- o_orderkey
|  row-size=50B cardinality=150.00K
|
|--06:EXCHANGE [HASH(o_orderkey)]
|  |
|  00:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1993-10-01', o_orderdate >= '1993-07-01'
|     row-size=50B cardinality=150.00K
|
05:EXCHANGE [HASH(l_orderkey)]
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_commitdate < l_receiptdate
   runtime filters: RF000 -> l_orderkey
   row-size=52B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=73.62MB Threads=9
Per-Host Resource Estimates: Memory=446MB
PLAN-ROOT SINK
|
09:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: o_orderpriority ASC
|
04:SORT
|  order by: o_orderpriority ASC
|  row-size=28B cardinality=5
|
08:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: o_orderpriority
|  row-size=28B cardinality=5
|
07:EXCHANGE [HASH(o_orderpriority)]
|
03:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: o_orderpriority
|  row-size=28B cardinality=5
|
02:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF000 <- o_orderkey
|  row-size=50B cardinality=150.00K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  06:EXCHANGE [HASH(o_orderkey)]
|  |
|  00:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1993-10-01', o_orderdate >= '1993-07-01'
|     row-size=50B cardinality=150.00K
|
05:EXCHANGE [HASH(l_orderkey)]
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_commitdate < l_receiptdate
   runtime filters: RF000 -> l_orderkey
   row-size=52B cardinality=600.12K
====
# TPCH-Q5
# Q5 - Local Supplier Volume Query
select
  n_name,
  sum(l_extendedprice * (1 - l_discount)) as revenue
from
  customer,
  orders,
  lineitem,
  supplier,
  nation,
  region
where
  c_custkey = o_custkey
  and l_orderkey = o_orderkey
  and l_suppkey = s_suppkey
  and c_nationkey = s_nationkey
  and s_nationkey = n_nationkey
  and n_regionkey = r_regionkey
  and r_name = 'ASIA'
  and o_orderdate >= '1994-01-01'
  and o_orderdate < '1995-01-01'
group by
  n_name
order by
  revenue desc
---- PLAN
Max Per-Host Resource Reservation: Memory=49.20MB Threads=7
Per-Host Resource Estimates: Memory=623MB
PLAN-ROOT SINK
|
12:SORT
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  row-size=35B cardinality=25
|
11:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: n_name
|  row-size=35B cardinality=25
|
10:HASH JOIN [INNER JOIN]
|  hash predicates: n_regionkey = r_regionkey
|  runtime filters: RF000 <- r_regionkey
|  row-size=134B cardinality=115.16K
|
|--05:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'ASIA'
|     row-size=21B cardinality=1
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF002 <- n_nationkey
|  row-size=113B cardinality=575.77K
|
|--04:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF000 -> n_regionkey
|     row-size=23B cardinality=25
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: c_nationkey = s_nationkey, l_suppkey = s_suppkey
|  runtime filters: RF004 <- s_nationkey, RF005 <- s_suppkey
|  row-size=90B cardinality=575.77K
|
|--03:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF002 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF008 <- c_custkey
|  row-size=80B cardinality=575.77K
|
|--00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF002 -> tpch.customer.c_nationkey, RF004 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF010 <- o_orderkey
|  row-size=70B cardinality=575.77K
|
|--01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1995-01-01', o_orderdate >= '1994-01-01'
|     runtime filters: RF008 -> o_custkey
|     row-size=38B cardinality=150.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF005 -> l_suppkey, RF010 -> l_orderkey
   row-size=32B cardinality=6.00M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=70.14MB Threads=14
Per-Host Resource Estimates: Memory=667MB
PLAN-ROOT SINK
|
20:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|
12:SORT
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  row-size=35B cardinality=25
|
19:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: n_name
|  row-size=35B cardinality=25
|
18:EXCHANGE [HASH(n_name)]
|
11:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: n_name
|  row-size=35B cardinality=25
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: n_regionkey = r_regionkey
|  runtime filters: RF000 <- r_regionkey
|  row-size=134B cardinality=115.16K
|
|--17:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'ASIA'
|     row-size=21B cardinality=1
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF002 <- n_nationkey
|  row-size=113B cardinality=575.77K
|
|--16:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF000 -> n_regionkey
|     row-size=23B cardinality=25
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = s_nationkey, l_suppkey = s_suppkey
|  runtime filters: RF004 <- s_nationkey, RF005 <- s_suppkey
|  row-size=90B cardinality=575.77K
|
|--15:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF002 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF008 <- c_custkey
|  row-size=80B cardinality=575.77K
|
|--14:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF002 -> tpch.customer.c_nationkey, RF004 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF010 <- o_orderkey
|  row-size=70B cardinality=575.77K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1995-01-01', o_orderdate >= '1994-01-01'
|     runtime filters: RF008 -> o_custkey
|     row-size=38B cardinality=150.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF005 -> l_suppkey, RF010 -> l_orderkey
   row-size=32B cardinality=6.00M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=140.28MB Threads=15
Per-Host Resource Estimates: Memory=632MB
PLAN-ROOT SINK
|
20:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|
12:SORT
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  row-size=35B cardinality=25
|
19:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: n_name
|  row-size=35B cardinality=25
|
18:EXCHANGE [HASH(n_name)]
|
11:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: n_name
|  row-size=35B cardinality=25
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: n_regionkey = r_regionkey
|  runtime filters: RF000 <- r_regionkey
|  row-size=134B cardinality=115.16K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: r_regionkey
|  |
|  17:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'ASIA'
|     row-size=21B cardinality=1
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF002 <- n_nationkey
|  row-size=113B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: n_nationkey
|  |
|  16:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF000 -> n_regionkey
|     row-size=23B cardinality=25
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = s_nationkey, l_suppkey = s_suppkey
|  runtime filters: RF004 <- s_nationkey, RF005 <- s_suppkey
|  row-size=90B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: s_nationkey, s_suppkey
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF002 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF008 <- c_custkey
|  row-size=80B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  14:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF002 -> tpch.customer.c_nationkey, RF004 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF010 <- o_orderkey
|  row-size=70B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  13:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1995-01-01', o_orderdate >= '1994-01-01'
|     runtime filters: RF008 -> o_custkey
|     row-size=38B cardinality=150.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF005 -> l_suppkey, RF010 -> l_orderkey
   row-size=32B cardinality=6.00M
====
# TPCH-Q6
# Q6 - Forecasting Revenue Change Query
select
  sum(l_extendedprice * l_discount) as revenue
from
  lineitem
where
  l_shipdate >= '1994-01-01'
  and l_shipdate < '1995-01-01'
  and l_discount between 0.05 and 0.07
  and l_quantity < 24
---- PLAN
Max Per-Host Resource Reservation: Memory=8.00MB Threads=2
Per-Host Resource Estimates: Memory=274MB
PLAN-ROOT SINK
|
01:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice * l_discount)
|  row-size=16B cardinality=1
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_discount <= 0.07, l_discount >= 0.05, l_quantity < 24, l_shipdate < '1995-01-01', l_shipdate >= '1994-01-01'
   row-size=46B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=8.00MB Threads=3
Per-Host Resource Estimates: Memory=284MB
PLAN-ROOT SINK
|
03:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * l_discount)
|  row-size=16B cardinality=1
|
02:EXCHANGE [UNPARTITIONED]
|
01:AGGREGATE
|  output: sum(l_extendedprice * l_discount)
|  row-size=16B cardinality=1
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_discount <= 0.07, l_discount >= 0.05, l_quantity < 24, l_shipdate < '1995-01-01', l_shipdate >= '1994-01-01'
   row-size=46B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=16.00MB Threads=3
Per-Host Resource Estimates: Memory=206MB
PLAN-ROOT SINK
|
03:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * l_discount)
|  row-size=16B cardinality=1
|
02:EXCHANGE [UNPARTITIONED]
|
01:AGGREGATE
|  output: sum(l_extendedprice * l_discount)
|  row-size=16B cardinality=1
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_discount <= 0.07, l_discount >= 0.05, l_quantity < 24, l_shipdate < '1995-01-01', l_shipdate >= '1994-01-01'
   row-size=46B cardinality=600.12K
====
# TPCH-Q7
# Q7 - Volume Shipping Query
select
  supp_nation,
  cust_nation,
  l_year,
  sum(volume) as revenue
from (
  select
    n1.n_name as supp_nation,
    n2.n_name as cust_nation,
    year(l_shipdate) as l_year,
    l_extendedprice * (1 - l_discount) as volume
  from
    supplier,
    lineitem,
    orders,
    customer,
    nation n1,
    nation n2
  where
    s_suppkey = l_suppkey
    and o_orderkey = l_orderkey
    and c_custkey = o_custkey
    and s_nationkey = n1.n_nationkey
    and c_nationkey = n2.n_nationkey
    and (
      (n1.n_name = 'FRANCE' and n2.n_name = 'GERMANY')
      or (n1.n_name = 'GERMANY' and n2.n_name = 'FRANCE')
    )
    and l_shipdate between '1995-01-01' and '1996-12-31'
  ) as shipping
group by
  supp_nation,
  cust_nation,
  l_year
order by
  supp_nation,
  cust_nation,
  l_year
---- PLAN
Max Per-Host Resource Reservation: Memory=89.69MB Threads=7
Per-Host Resource Estimates: Memory=648MB
PLAN-ROOT SINK
|
12:SORT
|  order by: supp_nation ASC, cust_nation ASC, l_year ASC
|  row-size=58B cardinality=575.77K
|
11:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: n1.n_name, n2.n_name, year(l_shipdate)
|  row-size=58B cardinality=575.77K
|
10:HASH JOIN [INNER JOIN]
|  hash predicates: c_nationkey = n2.n_nationkey
|  other predicates: ((n1.n_name = 'FRANCE' AND n2.n_name = 'GERMANY') OR (n1.n_name = 'GERMANY' AND n2.n_name = 'FRANCE'))
|  runtime filters: RF000 <- n2.n_nationkey
|  row-size=132B cardinality=575.77K
|
|--05:SCAN HDFS [tpch.nation n2]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: s_nationkey = n1.n_nationkey
|  runtime filters: RF002 <- n1.n_nationkey
|  row-size=111B cardinality=575.77K
|
|--04:SCAN HDFS [tpch.nation n1]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF004 <- c_custkey
|  row-size=90B cardinality=575.77K
|
|--03:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF000 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF006 <- s_suppkey
|  row-size=80B cardinality=575.77K
|
|--00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF002 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF008 <- o_orderkey
|  row-size=70B cardinality=575.77K
|
|--02:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     runtime filters: RF004 -> o_custkey
|     row-size=16B cardinality=1.50M
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate <= '1996-12-31', l_shipdate >= '1995-01-01'
   runtime filters: RF006 -> l_suppkey, RF008 -> l_orderkey
   row-size=54B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=86.95MB Threads=15
Per-Host Resource Estimates: Memory=699MB
PLAN-ROOT SINK
|
21:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: supp_nation ASC, cust_nation ASC, l_year ASC
|
12:SORT
|  order by: supp_nation ASC, cust_nation ASC, l_year ASC
|  row-size=58B cardinality=575.77K
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(volume)
|  group by: supp_nation, cust_nation, l_year
|  row-size=58B cardinality=575.77K
|
19:EXCHANGE [HASH(supp_nation,cust_nation,l_year)]
|
11:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: n1.n_name, n2.n_name, year(l_shipdate)
|  row-size=58B cardinality=575.77K
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = n2.n_nationkey
|  other predicates: ((n1.n_name = 'FRANCE' AND n2.n_name = 'GERMANY') OR (n1.n_name = 'GERMANY' AND n2.n_name = 'FRANCE'))
|  runtime filters: RF000 <- n2.n_nationkey
|  row-size=132B cardinality=575.77K
|
|--18:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.nation n2]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n1.n_nationkey
|  runtime filters: RF002 <- n1.n_nationkey
|  row-size=111B cardinality=575.77K
|
|--17:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpch.nation n1]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF004 <- c_custkey
|  row-size=90B cardinality=575.77K
|
|--16:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF000 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF006 <- s_suppkey
|  row-size=80B cardinality=575.77K
|
|--15:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF002 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
06:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF008 <- o_orderkey
|  row-size=70B cardinality=575.77K
|
|--14:EXCHANGE [HASH(o_orderkey)]
|  |
|  02:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     runtime filters: RF004 -> o_custkey
|     row-size=16B cardinality=1.50M
|
13:EXCHANGE [HASH(l_orderkey)]
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate <= '1996-12-31', l_shipdate >= '1995-01-01'
   runtime filters: RF006 -> l_suppkey, RF008 -> l_orderkey
   row-size=54B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=144.78MB Threads=17
Per-Host Resource Estimates: Memory=655MB
PLAN-ROOT SINK
|
21:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: supp_nation ASC, cust_nation ASC, l_year ASC
|
12:SORT
|  order by: supp_nation ASC, cust_nation ASC, l_year ASC
|  row-size=58B cardinality=575.77K
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(volume)
|  group by: supp_nation, cust_nation, l_year
|  row-size=58B cardinality=575.77K
|
19:EXCHANGE [HASH(supp_nation,cust_nation,l_year)]
|
11:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: n1.n_name, n2.n_name, year(l_shipdate)
|  row-size=58B cardinality=575.77K
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = n2.n_nationkey
|  other predicates: ((n1.n_name = 'FRANCE' AND n2.n_name = 'GERMANY') OR (n1.n_name = 'GERMANY' AND n2.n_name = 'FRANCE'))
|  runtime filters: RF000 <- n2.n_nationkey
|  row-size=132B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: n2.n_nationkey
|  |
|  18:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.nation n2]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n1.n_nationkey
|  runtime filters: RF002 <- n1.n_nationkey
|  row-size=111B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: n1.n_nationkey
|  |
|  17:EXCHANGE [BROADCAST]
|  |
|  04:SCAN HDFS [tpch.nation n1]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF004 <- c_custkey
|  row-size=90B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  16:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF000 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
07:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF006 <- s_suppkey
|  row-size=80B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF002 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
06:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF008 <- o_orderkey
|  row-size=70B cardinality=575.77K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  14:EXCHANGE [HASH(o_orderkey)]
|  |
|  02:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     runtime filters: RF004 -> o_custkey
|     row-size=16B cardinality=1.50M
|
13:EXCHANGE [HASH(l_orderkey)]
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate <= '1996-12-31', l_shipdate >= '1995-01-01'
   runtime filters: RF006 -> l_suppkey, RF008 -> l_orderkey
   row-size=54B cardinality=600.12K
====
# TPCH-Q8
# Q8 - National Market Share Query
select
  o_year,
  sum(case
    when nation = 'BRAZIL'
    then volume
    else 0
  end) / sum(volume) as mkt_share
from (
  select
    year(o_orderdate) as o_year,
    l_extendedprice * (1 - l_discount) as volume,
    n2.n_name as nation
  from
    part,
    supplier,
    lineitem,
    orders,
    customer,
    nation n1,
    nation n2,
    region
  where
    p_partkey = l_partkey
    and s_suppkey = l_suppkey
    and l_orderkey = o_orderkey
    and o_custkey = c_custkey
    and c_nationkey = n1.n_nationkey
    and n1.n_regionkey = r_regionkey
    and r_name = 'AMERICA'
    and s_nationkey = n2.n_nationkey
    and o_orderdate between '1995-01-01' and '1996-12-31'
    and p_type = 'ECONOMY ANODIZED STEEL'
  ) as all_nations
group by
  o_year
order by
  o_year
---- PLAN
Max Per-Host Resource Reservation: Memory=50.71MB Threads=9
Per-Host Resource Estimates: Memory=713MB
PLAN-ROOT SINK
|
16:SORT
|  order by: o_year ASC
|  row-size=36B cardinality=761
|
15:AGGREGATE [FINALIZE]
|  output: sum(CASE WHEN n2.n_name = 'BRAZIL' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum(l_extendedprice * (1 - l_discount))
|  group by: year(o_orderdate)
|  row-size=36B cardinality=761
|
14:HASH JOIN [INNER JOIN]
|  hash predicates: s_nationkey = n2.n_nationkey
|  runtime filters: RF000 <- n2.n_nationkey
|  row-size=184B cardinality=761
|
|--06:SCAN HDFS [tpch.nation n2]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
13:HASH JOIN [INNER JOIN]
|  hash predicates: n1.n_regionkey = r_regionkey
|  runtime filters: RF002 <- r_regionkey
|  row-size=163B cardinality=761
|
|--07:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'AMERICA'
|     row-size=21B cardinality=1
|
12:HASH JOIN [INNER JOIN]
|  hash predicates: c_nationkey = n1.n_nationkey
|  runtime filters: RF004 <- n1.n_nationkey
|  row-size=143B cardinality=3.81K
|
|--05:SCAN HDFS [tpch.nation n1]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF002 -> n1.n_regionkey
|     row-size=4B cardinality=25
|
11:HASH JOIN [INNER JOIN]
|  hash predicates: c_custkey = o_custkey
|  runtime filters: RF006 <- o_custkey
|  row-size=139B cardinality=3.81K
|
|--10:HASH JOIN [INNER JOIN]
|  |  hash predicates: l_suppkey = s_suppkey
|  |  runtime filters: RF008 <- s_suppkey
|  |  row-size=129B cardinality=3.81K
|  |
|  |--01:SCAN HDFS [tpch.supplier]
|  |     HDFS partitions=1/1 files=1 size=1.33MB
|  |     runtime filters: RF000 -> s_nationkey
|  |     row-size=10B cardinality=10.00K
|  |
|  09:HASH JOIN [INNER JOIN]
|  |  hash predicates: o_orderkey = l_orderkey
|  |  runtime filters: RF010 <- l_orderkey
|  |  row-size=119B cardinality=3.81K
|  |
|  |--08:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: l_partkey = p_partkey
|  |  |  runtime filters: RF012 <- p_partkey
|  |  |  row-size=81B cardinality=39.66K
|  |  |
|  |  |--00:SCAN HDFS [tpch.part]
|  |  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |  |     predicates: p_type = 'ECONOMY ANODIZED STEEL'
|  |  |     row-size=41B cardinality=1.32K
|  |  |
|  |  02:SCAN HDFS [tpch.lineitem]
|  |     HDFS partitions=1/1 files=1 size=718.94MB
|  |     runtime filters: RF008 -> l_suppkey, RF012 -> l_partkey
|  |     row-size=40B cardinality=6.00M
|  |
|  03:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate <= '1996-12-31', o_orderdate >= '1995-01-01'
|     runtime filters: RF010 -> o_orderkey
|     row-size=38B cardinality=150.00K
|
04:SCAN HDFS [tpch.customer]
   HDFS partitions=1/1 files=1 size=23.08MB
   runtime filters: RF004 -> c_nationkey, RF006 -> c_custkey
   row-size=10B cardinality=150.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=71.46MB Threads=21
Per-Host Resource Estimates: Memory=756MB
PLAN-ROOT SINK
|
29:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: o_year ASC
|
16:SORT
|  order by: o_year ASC
|  row-size=36B cardinality=761
|
28:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN nation = 'BRAZIL' THEN volume ELSE 0 END), sum:merge(volume)
|  group by: o_year
|  row-size=36B cardinality=761
|
27:EXCHANGE [HASH(o_year)]
|
15:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN n2.n_name = 'BRAZIL' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum(l_extendedprice * (1 - l_discount))
|  group by: year(o_orderdate)
|  row-size=36B cardinality=761
|
14:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n2.n_nationkey
|  runtime filters: RF000 <- n2.n_nationkey
|  row-size=184B cardinality=761
|
|--26:EXCHANGE [BROADCAST]
|  |
|  06:SCAN HDFS [tpch.nation n2]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: n1.n_regionkey = r_regionkey
|  runtime filters: RF002 <- r_regionkey
|  row-size=163B cardinality=761
|
|--25:EXCHANGE [BROADCAST]
|  |
|  07:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'AMERICA'
|     row-size=21B cardinality=1
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = n1.n_nationkey
|  runtime filters: RF004 <- n1.n_nationkey
|  row-size=143B cardinality=3.81K
|
|--24:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.nation n1]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF002 -> n1.n_regionkey
|     row-size=4B cardinality=25
|
11:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF006 <- c_custkey
|  row-size=139B cardinality=3.81K
|
|--23:EXCHANGE [HASH(c_custkey)]
|  |
|  04:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF004 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
22:EXCHANGE [HASH(o_custkey)]
|
10:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF008 <- s_suppkey
|  row-size=129B cardinality=3.81K
|
|--21:EXCHANGE [HASH(s_suppkey)]
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
20:EXCHANGE [HASH(l_suppkey)]
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF010 <- o_orderkey
|  row-size=119B cardinality=3.81K
|
|--19:EXCHANGE [HASH(o_orderkey)]
|  |
|  03:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate <= '1996-12-31', o_orderdate >= '1995-01-01'
|     runtime filters: RF006 -> o_custkey
|     row-size=38B cardinality=150.00K
|
18:EXCHANGE [HASH(l_orderkey)]
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF012 <- p_partkey
|  row-size=81B cardinality=39.66K
|
|--17:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_type = 'ECONOMY ANODIZED STEEL'
|     row-size=41B cardinality=1.32K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF008 -> l_suppkey, RF010 -> l_orderkey, RF012 -> l_partkey
   row-size=40B cardinality=6.00M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=141.05MB Threads=25
Per-Host Resource Estimates: Memory=724MB
PLAN-ROOT SINK
|
29:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: o_year ASC
|
16:SORT
|  order by: o_year ASC
|  row-size=36B cardinality=761
|
28:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN nation = 'BRAZIL' THEN volume ELSE 0 END), sum:merge(volume)
|  group by: o_year
|  row-size=36B cardinality=761
|
27:EXCHANGE [HASH(o_year)]
|
15:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN n2.n_name = 'BRAZIL' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum(l_extendedprice * (1 - l_discount))
|  group by: year(o_orderdate)
|  row-size=36B cardinality=761
|
14:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n2.n_nationkey
|  runtime filters: RF000 <- n2.n_nationkey
|  row-size=184B cardinality=761
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: n2.n_nationkey
|  |
|  26:EXCHANGE [BROADCAST]
|  |
|  06:SCAN HDFS [tpch.nation n2]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
13:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: n1.n_regionkey = r_regionkey
|  runtime filters: RF002 <- r_regionkey
|  row-size=163B cardinality=761
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: r_regionkey
|  |
|  25:EXCHANGE [BROADCAST]
|  |
|  07:SCAN HDFS [tpch.region]
|     HDFS partitions=1/1 files=1 size=384B
|     predicates: r_name = 'AMERICA'
|     row-size=21B cardinality=1
|
12:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = n1.n_nationkey
|  runtime filters: RF004 <- n1.n_nationkey
|  row-size=143B cardinality=3.81K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: n1.n_nationkey
|  |
|  24:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.nation n1]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     runtime filters: RF002 -> n1.n_regionkey
|     row-size=4B cardinality=25
|
11:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF006 <- c_custkey
|  row-size=139B cardinality=3.81K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  23:EXCHANGE [HASH(c_custkey)]
|  |
|  04:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF004 -> c_nationkey
|     row-size=10B cardinality=150.00K
|
22:EXCHANGE [HASH(o_custkey)]
|
10:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF008 <- s_suppkey
|  row-size=129B cardinality=3.81K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  21:EXCHANGE [HASH(s_suppkey)]
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
20:EXCHANGE [HASH(l_suppkey)]
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF010 <- o_orderkey
|  row-size=119B cardinality=3.81K
|
|--JOIN BUILD
|  |  join-table-id=05 plan-id=06 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  19:EXCHANGE [HASH(o_orderkey)]
|  |
|  03:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate <= '1996-12-31', o_orderdate >= '1995-01-01'
|     runtime filters: RF006 -> o_custkey
|     row-size=38B cardinality=150.00K
|
18:EXCHANGE [HASH(l_orderkey)]
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF012 <- p_partkey
|  row-size=81B cardinality=39.66K
|
|--JOIN BUILD
|  |  join-table-id=06 plan-id=07 cohort-id=01
|  |  build expressions: p_partkey
|  |
|  17:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_type = 'ECONOMY ANODIZED STEEL'
|     row-size=41B cardinality=1.32K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF008 -> l_suppkey, RF010 -> l_orderkey, RF012 -> l_partkey
   row-size=40B cardinality=6.00M
====
# TPCH-Q9
# Q9 - Product Type Measure Query
select
  nation,
  o_year,
  sum(amount) as sum_profit
from(
  select
    n_name as nation,
    year(o_orderdate) as o_year,
    l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity as amount
  from
    part,
    supplier,
    lineitem,
    partsupp,
    orders,
    nation
  where
    s_suppkey = l_suppkey
    and ps_suppkey = l_suppkey
    and ps_partkey = l_partkey
    and p_partkey = l_partkey
    and o_orderkey = l_orderkey
    and s_nationkey = n_nationkey
    and p_name like '%green%'
  ) as profit
group by
  nation,
  o_year
order by
  nation,
  o_year desc
---- PLAN
Max Per-Host Resource Reservation: Memory=114.76MB Threads=7
Per-Host Resource Estimates: Memory=838MB
PLAN-ROOT SINK
|
12:SORT
|  order by: nation ASC, o_year DESC
|  row-size=39B cardinality=61.70K
|
11:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity)
|  group by: n_name, year(o_orderdate)
|  row-size=39B cardinality=61.70K
|
10:HASH JOIN [INNER JOIN]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=186B cardinality=574.29K
|
|--05:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
09:HASH JOIN [INNER JOIN]
|  hash predicates: l_partkey = ps_partkey, l_suppkey = ps_suppkey
|  runtime filters: RF002 <- ps_partkey, RF003 <- ps_suppkey
|  row-size=165B cardinality=574.29K
|
|--03:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     row-size=24B cardinality=800.00K
|
08:HASH JOIN [INNER JOIN]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF006 <- s_suppkey
|  row-size=141B cardinality=574.29K
|
|--01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey, RF003 -> tpch.supplier.s_suppkey
|     row-size=10B cardinality=10.00K
|
07:HASH JOIN [INNER JOIN]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF008 <- o_orderkey
|  row-size=131B cardinality=574.29K
|
|--04:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     row-size=30B cardinality=1.50M
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF010 <- p_partkey
|  row-size=101B cardinality=598.58K
|
|--00:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_name LIKE '%green%'
|     runtime filters: RF002 -> tpch.part.p_partkey
|     row-size=53B cardinality=20.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF002 -> l_partkey, RF003 -> l_suppkey, RF006 -> l_suppkey, RF008 -> l_orderkey, RF010 -> l_partkey
   row-size=48B cardinality=6.00M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=123.70MB Threads=15
Per-Host Resource Estimates: Memory=879MB
PLAN-ROOT SINK
|
21:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: nation ASC, o_year DESC
|
12:SORT
|  order by: nation ASC, o_year DESC
|  row-size=39B cardinality=61.70K
|
20:AGGREGATE [FINALIZE]
|  output: sum:merge(amount)
|  group by: nation, o_year
|  row-size=39B cardinality=61.70K
|
19:EXCHANGE [HASH(nation,o_year)]
|
11:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity)
|  group by: n_name, year(o_orderdate)
|  row-size=39B cardinality=61.70K
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=186B cardinality=574.29K
|
|--18:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
09:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_partkey = ps_partkey, l_suppkey = ps_suppkey
|  runtime filters: RF002 <- ps_partkey, RF003 <- ps_suppkey
|  row-size=165B cardinality=574.29K
|
|--17:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     row-size=24B cardinality=800.00K
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF006 <- s_suppkey
|  row-size=141B cardinality=574.29K
|
|--16:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey, RF003 -> tpch.supplier.s_suppkey
|     row-size=10B cardinality=10.00K
|
07:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF008 <- o_orderkey
|  row-size=131B cardinality=574.29K
|
|--15:EXCHANGE [HASH(o_orderkey)]
|  |
|  04:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     row-size=30B cardinality=1.50M
|
14:EXCHANGE [HASH(l_orderkey)]
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF010 <- p_partkey
|  row-size=101B cardinality=598.58K
|
|--13:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_name LIKE '%green%'
|     runtime filters: RF002 -> tpch.part.p_partkey
|     row-size=53B cardinality=20.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF002 -> l_partkey, RF003 -> l_suppkey, RF006 -> l_suppkey, RF008 -> l_orderkey, RF010 -> l_partkey
   row-size=48B cardinality=6.00M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=171.89MB Threads=19
Per-Host Resource Estimates: Memory=830MB
PLAN-ROOT SINK
|
22:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: nation ASC, o_year DESC
|
12:SORT
|  order by: nation ASC, o_year DESC
|  row-size=39B cardinality=61.70K
|
21:AGGREGATE [FINALIZE]
|  output: sum:merge(amount)
|  group by: nation, o_year
|  row-size=39B cardinality=61.70K
|
20:EXCHANGE [HASH(nation,o_year)]
|
11:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity)
|  group by: n_name, year(o_orderdate)
|  row-size=39B cardinality=61.70K
|
10:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=186B cardinality=574.29K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: n_nationkey
|  |
|  19:EXCHANGE [BROADCAST]
|  |
|  05:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
09:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_partkey = ps_partkey, l_suppkey = ps_suppkey
|  runtime filters: RF002 <- ps_partkey, RF003 <- ps_suppkey
|  row-size=165B cardinality=574.29K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: ps_partkey, ps_suppkey
|  |
|  18:EXCHANGE [HASH(ps_partkey,ps_suppkey)]
|  |
|  03:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     row-size=24B cardinality=800.00K
|
17:EXCHANGE [HASH(l_partkey,l_suppkey)]
|
08:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF006 <- s_suppkey
|  row-size=141B cardinality=574.29K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  16:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey, RF003 -> tpch.supplier.s_suppkey
|     row-size=10B cardinality=10.00K
|
07:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF008 <- o_orderkey
|  row-size=131B cardinality=574.29K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  15:EXCHANGE [HASH(o_orderkey)]
|  |
|  04:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     row-size=30B cardinality=1.50M
|
14:EXCHANGE [HASH(l_orderkey)]
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF010 <- p_partkey
|  row-size=101B cardinality=598.58K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: p_partkey
|  |
|  13:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_name LIKE '%green%'
|     runtime filters: RF002 -> tpch.part.p_partkey
|     row-size=53B cardinality=20.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF002 -> l_partkey, RF003 -> l_suppkey, RF006 -> l_suppkey, RF008 -> l_orderkey, RF010 -> l_partkey
   row-size=48B cardinality=6.00M
====
# TPCH-Q10
# Q10 - Returned Item Reporting Query
# Converted select from multiple tables to joins
select
  c_custkey,
  c_name,
  sum(l_extendedprice * (1 - l_discount)) as revenue,
  c_acctbal,
  n_name,
  c_address,
  c_phone,
  c_comment
from
  customer,
  orders,
  lineitem,
  nation
where
  c_custkey = o_custkey
  and l_orderkey = o_orderkey
  and o_orderdate >= '1993-10-01'
  and o_orderdate < '1994-01-01'
  and l_returnflag = 'R'
  and c_nationkey = n_nationkey
group by
  c_custkey,
  c_name,
  c_acctbal,
  c_phone,
  n_name,
  c_address,
  c_comment
order by
  revenue desc
limit 20
---- PLAN
Max Per-Host Resource Reservation: Memory=63.94MB Threads=5
Per-Host Resource Estimates: Memory=549MB
PLAN-ROOT SINK
|
08:TOP-N [LIMIT=20]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  row-size=230B cardinality=20
|
07:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment
|  row-size=230B cardinality=191.92K
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: c_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=293B cardinality=191.92K
|
|--03:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: c_custkey = o_custkey
|  runtime filters: RF002 <- o_custkey
|  row-size=272B cardinality=191.92K
|
|--04:HASH JOIN [INNER JOIN]
|  |  hash predicates: l_orderkey = o_orderkey
|  |  runtime filters: RF004 <- o_orderkey
|  |  row-size=75B cardinality=191.92K
|  |
|  |--01:SCAN HDFS [tpch.orders]
|  |     HDFS partitions=1/1 files=1 size=162.56MB
|  |     predicates: o_orderdate < '1994-01-01', o_orderdate >= '1993-10-01'
|  |     row-size=38B cardinality=150.00K
|  |
|  02:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     predicates: l_returnflag = 'R'
|     runtime filters: RF004 -> l_orderkey
|     row-size=37B cardinality=2.00M
|
00:SCAN HDFS [tpch.customer]
   HDFS partitions=1/1 files=1 size=23.08MB
   runtime filters: RF000 -> c_nationkey, RF002 -> c_custkey
   row-size=197B cardinality=150.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=124.45MB Threads=11
Per-Host Resource Estimates: Memory=668MB
PLAN-ROOT SINK
|
15:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  limit: 20
|
08:TOP-N [LIMIT=20]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  row-size=230B cardinality=20
|
14:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment
|  row-size=230B cardinality=191.92K
|
13:EXCHANGE [HASH(c_custkey,c_name,c_acctbal,c_phone,n_name,c_address,c_comment)]
|
07:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment
|  row-size=230B cardinality=191.92K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=293B cardinality=191.92K
|
|--12:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
05:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF002 <- c_custkey
|  row-size=272B cardinality=191.92K
|
|--11:EXCHANGE [HASH(c_custkey)]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF000 -> c_nationkey
|     row-size=197B cardinality=150.00K
|
10:EXCHANGE [HASH(o_custkey)]
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF004 <- o_orderkey
|  row-size=75B cardinality=191.92K
|
|--09:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1994-01-01', o_orderdate >= '1993-10-01'
|     runtime filters: RF002 -> o_custkey
|     row-size=38B cardinality=150.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_returnflag = 'R'
   runtime filters: RF004 -> l_orderkey
   row-size=37B cardinality=2.00M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=163.89MB Threads=13
Per-Host Resource Estimates: Memory=607MB
PLAN-ROOT SINK
|
15:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  limit: 20
|
08:TOP-N [LIMIT=20]
|  order by: sum(l_extendedprice * (1 - l_discount)) DESC
|  row-size=230B cardinality=20
|
14:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment
|  row-size=230B cardinality=191.92K
|
13:EXCHANGE [HASH(c_custkey,c_name,c_acctbal,c_phone,n_name,c_address,c_comment)]
|
07:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment
|  row-size=230B cardinality=191.92K
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: c_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=293B cardinality=191.92K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: n_nationkey
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  03:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     row-size=21B cardinality=25
|
05:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF002 <- c_custkey
|  row-size=272B cardinality=191.92K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  11:EXCHANGE [HASH(c_custkey)]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     runtime filters: RF000 -> c_nationkey
|     row-size=197B cardinality=150.00K
|
10:EXCHANGE [HASH(o_custkey)]
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF004 <- o_orderkey
|  row-size=75B cardinality=191.92K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  09:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     predicates: o_orderdate < '1994-01-01', o_orderdate >= '1993-10-01'
|     runtime filters: RF002 -> o_custkey
|     row-size=38B cardinality=150.00K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_returnflag = 'R'
   runtime filters: RF004 -> l_orderkey
   row-size=37B cardinality=2.00M
====
# TPCH-Q11
# Q11 - Important Stock Identification
# Modifications: query was rewritten to not have a subquery in the having clause
select
  *
from (
  select
    ps_partkey,
    sum(ps_supplycost * ps_availqty) as value
  from
    partsupp,
    supplier,
    nation
  where
    ps_suppkey = s_suppkey
    and s_nationkey = n_nationkey
    and n_name = 'GERMANY'
  group by
    ps_partkey
) as inner_query
where
  value > (
    select
      sum(ps_supplycost * ps_availqty) * 0.0001
    from
      partsupp,
      supplier,
      nation
    where
      ps_suppkey = s_suppkey
      and s_nationkey = n_nationkey
      and n_name = 'GERMANY'
  )
order by
  value desc
---- PLAN
Max Per-Host Resource Reservation: Memory=31.77MB Threads=7
Per-Host Resource Estimates: Memory=492MB
PLAN-ROOT SINK
|
13:SORT
|  order by: value DESC
|  row-size=24B cardinality=32.00K
|
12:NESTED LOOP JOIN [INNER JOIN]
|  predicates: sum(ps_supplycost * ps_availqty) > sum(ps_supplycost * ps_availqty) * 0.0001
|  row-size=40B cardinality=32.00K
|
|--11:AGGREGATE [FINALIZE]
|  |  output: sum(ps_supplycost * ps_availqty)
|  |  row-size=16B cardinality=1
|  |
|  10:HASH JOIN [INNER JOIN]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF004 <- n_nationkey
|  |  row-size=51B cardinality=32.00K
|  |
|  |--08:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     predicates: n_name = 'GERMANY'
|  |     row-size=21B cardinality=1
|  |
|  09:HASH JOIN [INNER JOIN]
|  |  hash predicates: ps_suppkey = s_suppkey
|  |  runtime filters: RF006 <- s_suppkey
|  |  row-size=30B cardinality=800.00K
|  |
|  |--07:SCAN HDFS [tpch.supplier]
|  |     HDFS partitions=1/1 files=1 size=1.33MB
|  |     runtime filters: RF004 -> s_nationkey
|  |     row-size=10B cardinality=10.00K
|  |
|  06:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     runtime filters: RF006 -> ps_suppkey
|     row-size=20B cardinality=800.00K
|
05:AGGREGATE [FINALIZE]
|  output: sum(ps_supplycost * ps_availqty)
|  group by: ps_partkey
|  row-size=24B cardinality=32.00K
|
04:HASH JOIN [INNER JOIN]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=59B cardinality=32.00K
|
|--02:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     predicates: n_name = 'GERMANY'
|     row-size=21B cardinality=1
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF002 <- s_suppkey
|  row-size=38B cardinality=800.00K
|
|--01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
00:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF002 -> ps_suppkey
   row-size=28B cardinality=800.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=43.70MB Threads=15
Per-Host Resource Estimates: Memory=541MB
PLAN-ROOT SINK
|
23:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: value DESC
|
13:SORT
|  order by: value DESC
|  row-size=24B cardinality=32.00K
|
12:NESTED LOOP JOIN [INNER JOIN, BROADCAST]
|  predicates: sum(ps_supplycost * ps_availqty) > sum(ps_supplycost * ps_availqty) * 0.0001
|  row-size=40B cardinality=32.00K
|
|--22:EXCHANGE [BROADCAST]
|  |
|  21:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ps_supplycost * ps_availqty)
|  |  row-size=16B cardinality=1
|  |
|  20:EXCHANGE [UNPARTITIONED]
|  |
|  11:AGGREGATE
|  |  output: sum(ps_supplycost * ps_availqty)
|  |  row-size=16B cardinality=1
|  |
|  10:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF004 <- n_nationkey
|  |  row-size=51B cardinality=32.00K
|  |
|  |--19:EXCHANGE [BROADCAST]
|  |  |
|  |  08:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     predicates: n_name = 'GERMANY'
|  |     row-size=21B cardinality=1
|  |
|  09:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ps_suppkey = s_suppkey
|  |  runtime filters: RF006 <- s_suppkey
|  |  row-size=30B cardinality=800.00K
|  |
|  |--18:EXCHANGE [BROADCAST]
|  |  |
|  |  07:SCAN HDFS [tpch.supplier]
|  |     HDFS partitions=1/1 files=1 size=1.33MB
|  |     runtime filters: RF004 -> s_nationkey
|  |     row-size=10B cardinality=10.00K
|  |
|  06:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     runtime filters: RF006 -> ps_suppkey
|     row-size=20B cardinality=800.00K
|
17:AGGREGATE [FINALIZE]
|  output: sum:merge(ps_supplycost * ps_availqty)
|  group by: ps_partkey
|  row-size=24B cardinality=32.00K
|
16:EXCHANGE [HASH(ps_partkey)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ps_supplycost * ps_availqty)
|  group by: ps_partkey
|  row-size=24B cardinality=32.00K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=59B cardinality=32.00K
|
|--15:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     predicates: n_name = 'GERMANY'
|     row-size=21B cardinality=1
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF002 <- s_suppkey
|  row-size=38B cardinality=800.00K
|
|--14:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
00:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF002 -> ps_suppkey
   row-size=28B cardinality=800.00K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=87.41MB Threads=16
Per-Host Resource Estimates: Memory=590MB
PLAN-ROOT SINK
|
23:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: value DESC
|
13:SORT
|  order by: value DESC
|  row-size=24B cardinality=32.00K
|
12:NESTED LOOP JOIN [INNER JOIN, BROADCAST]
|  join table id: 00
|  predicates: sum(ps_supplycost * ps_availqty) > sum(ps_supplycost * ps_availqty) * 0.0001
|  row-size=40B cardinality=32.00K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |
|  22:EXCHANGE [BROADCAST]
|  |
|  21:AGGREGATE [FINALIZE]
|  |  output: sum:merge(ps_supplycost * ps_availqty)
|  |  row-size=16B cardinality=1
|  |
|  20:EXCHANGE [UNPARTITIONED]
|  |
|  11:AGGREGATE
|  |  output: sum(ps_supplycost * ps_availqty)
|  |  row-size=16B cardinality=1
|  |
|  10:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF004 <- n_nationkey
|  |  row-size=51B cardinality=32.00K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: n_nationkey
|  |  |
|  |  19:EXCHANGE [BROADCAST]
|  |  |
|  |  08:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     predicates: n_name = 'GERMANY'
|  |     row-size=21B cardinality=1
|  |
|  09:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: ps_suppkey = s_suppkey
|  |  runtime filters: RF006 <- s_suppkey
|  |  row-size=30B cardinality=800.00K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=02 plan-id=03 cohort-id=02
|  |  |  build expressions: s_suppkey
|  |  |
|  |  18:EXCHANGE [BROADCAST]
|  |  |
|  |  07:SCAN HDFS [tpch.supplier]
|  |     HDFS partitions=1/1 files=1 size=1.33MB
|  |     runtime filters: RF004 -> s_nationkey
|  |     row-size=10B cardinality=10.00K
|  |
|  06:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     runtime filters: RF006 -> ps_suppkey
|     row-size=20B cardinality=800.00K
|
17:AGGREGATE [FINALIZE]
|  output: sum:merge(ps_supplycost * ps_availqty)
|  group by: ps_partkey
|  row-size=24B cardinality=32.00K
|
16:EXCHANGE [HASH(ps_partkey)]
|
05:AGGREGATE [STREAMING]
|  output: sum(ps_supplycost * ps_availqty)
|  group by: ps_partkey
|  row-size=24B cardinality=32.00K
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: s_nationkey = n_nationkey
|  runtime filters: RF000 <- n_nationkey
|  row-size=59B cardinality=32.00K
|
|--JOIN BUILD
|  |  join-table-id=03 plan-id=04 cohort-id=01
|  |  build expressions: n_nationkey
|  |
|  15:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpch.nation]
|     HDFS partitions=1/1 files=1 size=2.15KB
|     predicates: n_name = 'GERMANY'
|     row-size=21B cardinality=1
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF002 <- s_suppkey
|  row-size=38B cardinality=800.00K
|
|--JOIN BUILD
|  |  join-table-id=04 plan-id=05 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  14:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF000 -> s_nationkey
|     row-size=10B cardinality=10.00K
|
00:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF002 -> ps_suppkey
   row-size=28B cardinality=800.00K
====
# TPCH-Q12
# Q12 - Shipping Mode and Order Priority Query
select
  l_shipmode,
  sum(case
    when o_orderpriority = '1-URGENT'
      or o_orderpriority = '2-HIGH'
    then 1
    else 0
  end) as high_line_count,
  sum(case
    when o_orderpriority <> '1-URGENT'
      and o_orderpriority <> '2-HIGH'
    then 1
    else 0
  end) as low_line_count
from
  orders,
  lineitem
where
  o_orderkey = l_orderkey
  and l_shipmode in ('MAIL', 'SHIP')
  and l_commitdate < l_receiptdate
  and l_shipdate < l_commitdate
  and l_receiptdate >= '1994-01-01'
  and l_receiptdate < '1995-01-01'
group by
  l_shipmode
order by
  l_shipmode
---- PLAN
Max Per-Host Resource Reservation: Memory=51.00MB Threads=3
Per-Host Resource Estimates: Memory=475MB
PLAN-ROOT SINK
|
04:SORT
|  order by: l_shipmode ASC
|  row-size=32B cardinality=7
|
03:AGGREGATE [FINALIZE]
|  output: sum(CASE WHEN o_orderpriority IN ('1-URGENT', '2-HIGH') THEN 1 ELSE 0 END), sum(CASE WHEN o_orderpriority != '1-URGENT' AND o_orderpriority != '2-HIGH' THEN 1 ELSE 0 END)
|  group by: l_shipmode
|  row-size=32B cardinality=7
|
02:HASH JOIN [INNER JOIN]
|  hash predicates: o_orderkey = l_orderkey
|  runtime filters: RF000 <- l_orderkey
|  row-size=119B cardinality=320.78K
|
|--01:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     predicates: l_shipmode IN ('MAIL', 'SHIP'), l_commitdate < l_receiptdate, l_receiptdate < '1995-01-01', l_receiptdate >= '1994-01-01', l_shipdate < l_commitdate
|     row-size=90B cardinality=320.78K
|
00:SCAN HDFS [tpch.orders]
   HDFS partitions=1/1 files=1 size=162.56MB
   runtime filters: RF000 -> o_orderkey
   row-size=28B cardinality=1.50M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=67.94MB Threads=7
Per-Host Resource Estimates: Memory=528MB
PLAN-ROOT SINK
|
09:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: l_shipmode ASC
|
04:SORT
|  order by: l_shipmode ASC
|  row-size=32B cardinality=7
|
08:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN o_orderpriority IN ('1-URGENT', '2-HIGH') THEN 1 ELSE 0 END), sum:merge(CASE WHEN o_orderpriority != '1-URGENT' AND o_orderpriority != '2-HIGH' THEN 1 ELSE 0 END)
|  group by: l_shipmode
|  row-size=32B cardinality=7
|
07:EXCHANGE [HASH(l_shipmode)]
|
03:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN o_orderpriority IN ('1-URGENT', '2-HIGH') THEN 1 ELSE 0 END), sum(CASE WHEN o_orderpriority != '1-URGENT' AND o_orderpriority != '2-HIGH' THEN 1 ELSE 0 END)
|  group by: l_shipmode
|  row-size=32B cardinality=7
|
02:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF000 <- o_orderkey
|  row-size=119B cardinality=320.78K
|
|--06:EXCHANGE [HASH(o_orderkey)]
|  |
|  00:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     row-size=28B cardinality=1.50M
|
05:EXCHANGE [HASH(l_orderkey)]
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipmode IN ('MAIL', 'SHIP'), l_commitdate < l_receiptdate, l_receiptdate < '1995-01-01', l_receiptdate >= '1994-01-01', l_shipdate < l_commitdate
   runtime filters: RF000 -> l_orderkey
   row-size=90B cardinality=320.78K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=101.88MB Threads=9
Per-Host Resource Estimates: Memory=474MB
PLAN-ROOT SINK
|
09:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: l_shipmode ASC
|
04:SORT
|  order by: l_shipmode ASC
|  row-size=32B cardinality=7
|
08:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN o_orderpriority IN ('1-URGENT', '2-HIGH') THEN 1 ELSE 0 END), sum:merge(CASE WHEN o_orderpriority != '1-URGENT' AND o_orderpriority != '2-HIGH' THEN 1 ELSE 0 END)
|  group by: l_shipmode
|  row-size=32B cardinality=7
|
07:EXCHANGE [HASH(l_shipmode)]
|
03:AGGREGATE [STREAMING]
|  output: sum(CASE WHEN o_orderpriority IN ('1-URGENT', '2-HIGH') THEN 1 ELSE 0 END), sum(CASE WHEN o_orderpriority != '1-URGENT' AND o_orderpriority != '2-HIGH' THEN 1 ELSE 0 END)
|  group by: l_shipmode
|  row-size=32B cardinality=7
|
02:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF000 <- o_orderkey
|  row-size=119B cardinality=320.78K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  06:EXCHANGE [HASH(o_orderkey)]
|  |
|  00:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     row-size=28B cardinality=1.50M
|
05:EXCHANGE [HASH(l_orderkey)]
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipmode IN ('MAIL', 'SHIP'), l_commitdate < l_receiptdate, l_receiptdate < '1995-01-01', l_receiptdate >= '1994-01-01', l_shipdate < l_commitdate
   runtime filters: RF000 -> l_orderkey
   row-size=90B cardinality=320.78K
====
# TPCH-Q13
# Q13 - Customer Distribution Query
select
  c_count,
  count(*) as custdist
from (
  select
    c_custkey,
    count(o_orderkey) as c_count
  from
    customer left outer join orders on (
      c_custkey = o_custkey
      and o_comment not like '%special%requests%'
    )
  group by
    c_custkey
  ) as c_orders
group by
  c_count
order by
  custdist desc,
  c_count desc
---- PLAN
Max Per-Host Resource Reservation: Memory=19.88MB Threads=3
Per-Host Resource Estimates: Memory=244MB
PLAN-ROOT SINK
|
05:SORT
|  order by: count(*) DESC, c_count DESC
|  row-size=16B cardinality=150.00K
|
04:AGGREGATE [FINALIZE]
|  output: count(*)
|  group by: count(o_orderkey)
|  row-size=16B cardinality=150.00K
|
03:AGGREGATE [FINALIZE]
|  output: count(o_orderkey)
|  group by: c_custkey
|  row-size=16B cardinality=150.00K
|
02:HASH JOIN [RIGHT OUTER JOIN]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF000 <- c_custkey
|  row-size=85B cardinality=150.00K
|
|--00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     row-size=8B cardinality=150.00K
|
01:SCAN HDFS [tpch.orders]
   HDFS partitions=1/1 files=1 size=162.56MB
   predicates: NOT o_comment LIKE '%special%requests%'
   runtime filters: RF000 -> o_custkey
   row-size=77B cardinality=150.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=41.38MB Threads=7
Per-Host Resource Estimates: Memory=289MB
PLAN-ROOT SINK
|
10:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(*) DESC, c_count DESC
|
05:SORT
|  order by: count(*) DESC, c_count DESC
|  row-size=16B cardinality=150.00K
|
09:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: c_count
|  row-size=16B cardinality=150.00K
|
08:EXCHANGE [HASH(c_count)]
|
04:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: count(o_orderkey)
|  row-size=16B cardinality=150.00K
|
03:AGGREGATE [FINALIZE]
|  output: count(o_orderkey)
|  group by: c_custkey
|  row-size=16B cardinality=150.00K
|
02:HASH JOIN [RIGHT OUTER JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF000 <- c_custkey
|  row-size=85B cardinality=150.00K
|
|--07:EXCHANGE [HASH(c_custkey)]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     row-size=8B cardinality=150.00K
|
06:EXCHANGE [HASH(o_custkey)]
|
01:SCAN HDFS [tpch.orders]
   HDFS partitions=1/1 files=1 size=162.56MB
   predicates: NOT o_comment LIKE '%special%requests%'
   runtime filters: RF000 -> o_custkey
   row-size=77B cardinality=150.00K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=69.38MB Threads=9
Per-Host Resource Estimates: Memory=334MB
PLAN-ROOT SINK
|
10:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(*) DESC, c_count DESC
|
05:SORT
|  order by: count(*) DESC, c_count DESC
|  row-size=16B cardinality=150.00K
|
09:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: c_count
|  row-size=16B cardinality=150.00K
|
08:EXCHANGE [HASH(c_count)]
|
04:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: count(o_orderkey)
|  row-size=16B cardinality=150.00K
|
03:AGGREGATE [FINALIZE]
|  output: count(o_orderkey)
|  group by: c_custkey
|  row-size=16B cardinality=150.00K
|
02:HASH JOIN [RIGHT OUTER JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF000 <- c_custkey
|  row-size=85B cardinality=150.00K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  07:EXCHANGE [HASH(c_custkey)]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     row-size=8B cardinality=150.00K
|
06:EXCHANGE [HASH(o_custkey)]
|
01:SCAN HDFS [tpch.orders]
   HDFS partitions=1/1 files=1 size=162.56MB
   predicates: NOT o_comment LIKE '%special%requests%'
   runtime filters: RF000 -> o_custkey
   row-size=77B cardinality=150.00K
====
# TPCH-Q14
# Q14 - Promotion Effect
select
  100.00 * sum(case
    when p_type like 'PROMO%'
    then l_extendedprice * (1 - l_discount)
    else 0.0
    end) / sum(l_extendedprice * (1 - l_discount)) as promo_revenue
from
  lineitem,
  part
where
  l_partkey = p_partkey
  and l_shipdate >= '1995-09-01'
  and l_shipdate < '1995-10-01'
---- PLAN
Max Per-Host Resource Reservation: Memory=25.50MB Threads=3
Per-Host Resource Estimates: Memory=338MB
PLAN-ROOT SINK
|
03:AGGREGATE [FINALIZE]
|  output: sum(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum(l_extendedprice * (1 - l_discount))
|  row-size=32B cardinality=1
|
02:HASH JOIN [INNER JOIN]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF000 <- p_partkey
|  row-size=87B cardinality=598.58K
|
|--01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     row-size=41B cardinality=200.00K
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1995-10-01', l_shipdate >= '1995-09-01'
   runtime filters: RF000 -> l_partkey
   row-size=46B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=22.75MB Threads=6
Per-Host Resource Estimates: Memory=364MB
PLAN-ROOT SINK
|
07:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum:merge(l_extendedprice * (1 - l_discount))
|  row-size=32B cardinality=1
|
06:EXCHANGE [UNPARTITIONED]
|
03:AGGREGATE
|  output: sum(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum(l_extendedprice * (1 - l_discount))
|  row-size=32B cardinality=1
|
02:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF000 <- p_partkey
|  row-size=87B cardinality=598.58K
|
|--05:EXCHANGE [HASH(p_partkey)]
|  |
|  01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     row-size=41B cardinality=200.00K
|
04:EXCHANGE [HASH(l_partkey)]
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1995-10-01', l_shipdate >= '1995-09-01'
   runtime filters: RF000 -> l_partkey
   row-size=46B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=41.75MB Threads=7
Per-Host Resource Estimates: Memory=298MB
PLAN-ROOT SINK
|
07:AGGREGATE [FINALIZE]
|  output: sum:merge(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum:merge(l_extendedprice * (1 - l_discount))
|  row-size=32B cardinality=1
|
06:EXCHANGE [UNPARTITIONED]
|
03:AGGREGATE
|  output: sum(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END), sum(l_extendedprice * (1 - l_discount))
|  row-size=32B cardinality=1
|
02:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_partkey = p_partkey
|  runtime filters: RF000 <- p_partkey
|  row-size=87B cardinality=598.58K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: p_partkey
|  |
|  05:EXCHANGE [HASH(p_partkey)]
|  |
|  01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     row-size=41B cardinality=200.00K
|
04:EXCHANGE [HASH(l_partkey)]
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1995-10-01', l_shipdate >= '1995-09-01'
   runtime filters: RF000 -> l_partkey
   row-size=46B cardinality=600.12K
====
# TPCH-Q15
# Q15 - Top Supplier Query
with revenue_view as (
  select
    l_suppkey as supplier_no,
    sum(l_extendedprice * (1 - l_discount)) as total_revenue
  from
    lineitem
  where
    l_shipdate >= '1996-01-01'
    and l_shipdate < '1996-04-01'
  group by
    l_suppkey)
select
  s_suppkey,
  s_name,
  s_address,
  s_phone,
  total_revenue
from
  supplier,
  revenue_view
where
  s_suppkey = supplier_no
  and total_revenue = (
    select
      max(total_revenue)
    from
      revenue_view
    )
order by
  s_suppkey
---- PLAN
Max Per-Host Resource Reservation: Memory=22.88MB Threads=4
Per-Host Resource Estimates: Memory=581MB
PLAN-ROOT SINK
|
08:SORT
|  order by: s_suppkey ASC
|  row-size=118B cardinality=1
|
07:HASH JOIN [LEFT SEMI JOIN]
|  hash predicates: sum(l_extendedprice * (1 - l_discount)) = max(total_revenue)
|  row-size=126B cardinality=1
|
|--05:AGGREGATE [FINALIZE]
|  |  output: max(sum(l_extendedprice * (1 - l_discount)))
|  |  row-size=16B cardinality=1
|  |
|  04:AGGREGATE [FINALIZE]
|  |  output: sum(l_extendedprice * (1 - l_discount))
|  |  group by: l_suppkey
|  |  row-size=24B cardinality=9.71K
|  |
|  03:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     predicates: l_shipdate < '1996-04-01', l_shipdate >= '1996-01-01'
|     row-size=46B cardinality=600.12K
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: s_suppkey = l_suppkey
|  runtime filters: RF000 <- l_suppkey
|  row-size=126B cardinality=10.00K
|
|--02:AGGREGATE [FINALIZE]
|  |  output: sum(l_extendedprice * (1 - l_discount))
|  |  group by: l_suppkey
|  |  row-size=24B cardinality=9.71K
|  |
|  01:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     predicates: l_shipdate < '1996-04-01', l_shipdate >= '1996-01-01'
|     row-size=46B cardinality=600.12K
|
00:SCAN HDFS [tpch.supplier]
   HDFS partitions=1/1 files=1 size=1.33MB
   runtime filters: RF000 -> s_suppkey
   row-size=102B cardinality=10.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=43.75MB Threads=10
Per-Host Resource Estimates: Memory=638MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_suppkey ASC
|
08:SORT
|  order by: s_suppkey ASC
|  row-size=118B cardinality=1
|
07:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  hash predicates: sum(l_extendedprice * (1 - l_discount)) = max(total_revenue)
|  row-size=126B cardinality=1
|
|--16:EXCHANGE [BROADCAST]
|  |
|  15:AGGREGATE [FINALIZE]
|  |  output: max:merge(total_revenue)
|  |  row-size=16B cardinality=1
|  |
|  14:EXCHANGE [UNPARTITIONED]
|  |
|  05:AGGREGATE
|  |  output: max(sum(l_extendedprice * (1 - l_discount)))
|  |  row-size=16B cardinality=1
|  |
|  13:AGGREGATE [FINALIZE]
|  |  output: sum:merge(l_extendedprice * (1 - l_discount))
|  |  group by: l_suppkey
|  |  row-size=24B cardinality=9.71K
|  |
|  12:EXCHANGE [HASH(l_suppkey)]
|  |
|  04:AGGREGATE [STREAMING]
|  |  output: sum(l_extendedprice * (1 - l_discount))
|  |  group by: l_suppkey
|  |  row-size=24B cardinality=9.71K
|  |
|  03:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     predicates: l_shipdate < '1996-04-01', l_shipdate >= '1996-01-01'
|     row-size=46B cardinality=600.12K
|
06:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF000 <- s_suppkey
|  row-size=126B cardinality=10.00K
|
|--11:EXCHANGE [HASH(s_suppkey)]
|  |
|  00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     row-size=102B cardinality=10.00K
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: l_suppkey
|  row-size=24B cardinality=9.71K
|
09:EXCHANGE [HASH(l_suppkey)]
|
02:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: l_suppkey
|  row-size=24B cardinality=9.71K
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1996-04-01', l_shipdate >= '1996-01-01'
   runtime filters: RF000 -> tpch.lineitem.l_suppkey
   row-size=46B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=87.50MB Threads=12
Per-Host Resource Estimates: Memory=530MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_suppkey ASC
|
08:SORT
|  order by: s_suppkey ASC
|  row-size=118B cardinality=1
|
07:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  hash predicates: sum(l_extendedprice * (1 - l_discount)) = max(total_revenue)
|  row-size=126B cardinality=1
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: max(total_revenue)
|  |
|  16:EXCHANGE [BROADCAST]
|  |
|  15:AGGREGATE [FINALIZE]
|  |  output: max:merge(total_revenue)
|  |  row-size=16B cardinality=1
|  |
|  14:EXCHANGE [UNPARTITIONED]
|  |
|  05:AGGREGATE
|  |  output: max(sum(l_extendedprice * (1 - l_discount)))
|  |  row-size=16B cardinality=1
|  |
|  13:AGGREGATE [FINALIZE]
|  |  output: sum:merge(l_extendedprice * (1 - l_discount))
|  |  group by: l_suppkey
|  |  row-size=24B cardinality=9.71K
|  |
|  12:EXCHANGE [HASH(l_suppkey)]
|  |
|  04:AGGREGATE [STREAMING]
|  |  output: sum(l_extendedprice * (1 - l_discount))
|  |  group by: l_suppkey
|  |  row-size=24B cardinality=9.71K
|  |
|  03:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     predicates: l_shipdate < '1996-04-01', l_shipdate >= '1996-01-01'
|     row-size=46B cardinality=600.12K
|
06:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_suppkey = s_suppkey
|  runtime filters: RF000 <- s_suppkey
|  row-size=126B cardinality=10.00K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  11:EXCHANGE [HASH(s_suppkey)]
|  |
|  00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     row-size=102B cardinality=10.00K
|
10:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  group by: l_suppkey
|  row-size=24B cardinality=9.71K
|
09:EXCHANGE [HASH(l_suppkey)]
|
02:AGGREGATE [STREAMING]
|  output: sum(l_extendedprice * (1 - l_discount))
|  group by: l_suppkey
|  row-size=24B cardinality=9.71K
|
01:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1996-04-01', l_shipdate >= '1996-01-01'
   runtime filters: RF000 -> tpch.lineitem.l_suppkey
   row-size=46B cardinality=600.12K
====
# TPCH-Q16
# Q16 - Parts/Supplier Relation Query
select
  p_brand,
  p_type,
  p_size,
  count(distinct ps_suppkey) as supplier_cnt
from
  partsupp,
  part
where
  p_partkey = ps_partkey
  and p_brand <> 'Brand#45'
  and p_type not like 'MEDIUM POLISHED%'
  and p_size in (49, 14, 23, 45, 19, 3, 36, 9)
  and ps_suppkey not in (
    select
      s_suppkey
    from
      supplier
    where
      s_comment like '%Customer%Complaints%'
  )
group by
  p_brand,
  p_type,
  p_size
order by
  supplier_cnt desc,
  p_brand,
  p_type,
  p_size
---- PLAN
Max Per-Host Resource Reservation: Memory=23.06MB Threads=4
Per-Host Resource Estimates: Memory=277MB
PLAN-ROOT SINK
|
07:SORT
|  order by: count(ps_suppkey) DESC, p_brand ASC, p_type ASC, p_size ASC
|  row-size=65B cardinality=31.92K
|
06:AGGREGATE [FINALIZE]
|  output: count(ps_suppkey)
|  group by: p_brand, p_type, p_size
|  row-size=65B cardinality=31.92K
|
05:AGGREGATE
|  group by: p_brand, p_type, p_size, ps_suppkey
|  row-size=65B cardinality=31.92K
|
04:HASH JOIN [NULL AWARE LEFT ANTI JOIN]
|  hash predicates: ps_suppkey = s_suppkey
|  row-size=81B cardinality=31.92K
|
|--02:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     predicates: s_comment LIKE '%Customer%Complaints%'
|     row-size=83B cardinality=1.00K
|
03:HASH JOIN [INNER JOIN]
|  hash predicates: ps_partkey = p_partkey
|  runtime filters: RF000 <- p_partkey
|  row-size=81B cardinality=31.92K
|
|--01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_size IN (49, 14, 23, 45, 19, 3, 36, 9), p_brand != 'Brand#45', NOT p_type LIKE 'MEDIUM POLISHED%'
|     row-size=65B cardinality=8.00K
|
00:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF000 -> ps_partkey
   row-size=16B cardinality=800.00K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=46.81MB Threads=9
Per-Host Resource Estimates: Memory=334MB
PLAN-ROOT SINK
|
14:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(ps_suppkey) DESC, p_brand ASC, p_type ASC, p_size ASC
|
07:SORT
|  order by: count(ps_suppkey) DESC, p_brand ASC, p_type ASC, p_size ASC
|  row-size=65B cardinality=31.92K
|
13:AGGREGATE [FINALIZE]
|  output: count:merge(ps_suppkey)
|  group by: p_brand, p_type, p_size
|  row-size=65B cardinality=31.92K
|
12:EXCHANGE [HASH(p_brand,p_type,p_size)]
|
06:AGGREGATE [STREAMING]
|  output: count(ps_suppkey)
|  group by: p_brand, p_type, p_size
|  row-size=65B cardinality=31.92K
|
11:AGGREGATE
|  group by: p_brand, p_type, p_size, ps_suppkey
|  row-size=65B cardinality=31.92K
|
10:EXCHANGE [HASH(p_brand,p_type,p_size,ps_suppkey)]
|
05:AGGREGATE [STREAMING]
|  group by: p_brand, p_type, p_size, ps_suppkey
|  row-size=65B cardinality=31.92K
|
04:HASH JOIN [NULL AWARE LEFT ANTI JOIN, BROADCAST]
|  hash predicates: ps_suppkey = s_suppkey
|  row-size=81B cardinality=31.92K
|
|--09:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     predicates: s_comment LIKE '%Customer%Complaints%'
|     row-size=83B cardinality=1.00K
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ps_partkey = p_partkey
|  runtime filters: RF000 <- p_partkey
|  row-size=81B cardinality=31.92K
|
|--08:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_size IN (49, 14, 23, 45, 19, 3, 36, 9), p_brand != 'Brand#45', NOT p_type LIKE 'MEDIUM POLISHED%'
|     row-size=65B cardinality=8.00K
|
00:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF000 -> ps_partkey
   row-size=16B cardinality=800.00K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=93.62MB Threads=11
Per-Host Resource Estimates: Memory=392MB
PLAN-ROOT SINK
|
14:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(ps_suppkey) DESC, p_brand ASC, p_type ASC, p_size ASC
|
07:SORT
|  order by: count(ps_suppkey) DESC, p_brand ASC, p_type ASC, p_size ASC
|  row-size=65B cardinality=31.92K
|
13:AGGREGATE [FINALIZE]
|  output: count:merge(ps_suppkey)
|  group by: p_brand, p_type, p_size
|  row-size=65B cardinality=31.92K
|
12:EXCHANGE [HASH(p_brand,p_type,p_size)]
|
06:AGGREGATE [STREAMING]
|  output: count(ps_suppkey)
|  group by: p_brand, p_type, p_size
|  row-size=65B cardinality=31.92K
|
11:AGGREGATE
|  group by: p_brand, p_type, p_size, ps_suppkey
|  row-size=65B cardinality=31.92K
|
10:EXCHANGE [HASH(p_brand,p_type,p_size,ps_suppkey)]
|
05:AGGREGATE [STREAMING]
|  group by: p_brand, p_type, p_size, ps_suppkey
|  row-size=65B cardinality=31.92K
|
04:HASH JOIN [NULL AWARE LEFT ANTI JOIN, BROADCAST]
|  hash predicates: ps_suppkey = s_suppkey
|  row-size=81B cardinality=31.92K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  09:EXCHANGE [BROADCAST]
|  |
|  02:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     predicates: s_comment LIKE '%Customer%Complaints%'
|     row-size=83B cardinality=1.00K
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: ps_partkey = p_partkey
|  runtime filters: RF000 <- p_partkey
|  row-size=81B cardinality=31.92K
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: p_partkey
|  |
|  08:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_size IN (49, 14, 23, 45, 19, 3, 36, 9), p_brand != 'Brand#45', NOT p_type LIKE 'MEDIUM POLISHED%'
|     row-size=65B cardinality=8.00K
|
00:SCAN HDFS [tpch.partsupp]
   HDFS partitions=1/1 files=1 size=112.71MB
   runtime filters: RF000 -> ps_partkey
   row-size=16B cardinality=800.00K
====
# TPCH-Q17
# Q17 - Small-Quantity-Order Revenue Query
select
  sum(l_extendedprice) / 7.0 as avg_yearly
from
  lineitem,
  part
where
  p_partkey = l_partkey
  and p_brand = 'Brand#23'
  and p_container = 'MED BOX'
  and l_quantity < (
    select
      0.2 * avg(l_quantity)
    from
      lineitem
    where
      l_partkey = p_partkey
  )
---- PLAN
Max Per-Host Resource Reservation: Memory=32.69MB Threads=4
Per-Host Resource Estimates: Memory=606MB
PLAN-ROOT SINK
|
06:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice)
|  row-size=16B cardinality=1
|
05:HASH JOIN [RIGHT SEMI JOIN]
|  hash predicates: l_partkey = p_partkey
|  other join predicates: l_quantity < 0.2 * avg(l_quantity)
|  runtime filters: RF000 <- p_partkey
|  row-size=72B cardinality=29.93K
|
|--04:HASH JOIN [INNER JOIN]
|  |  hash predicates: l_partkey = p_partkey
|  |  runtime filters: RF002 <- p_partkey
|  |  row-size=72B cardinality=29.93K
|  |
|  |--01:SCAN HDFS [tpch.part]
|  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |     predicates: p_container = 'MED BOX', p_brand = 'Brand#23'
|  |     row-size=48B cardinality=1.00K
|  |
|  00:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     runtime filters: RF002 -> l_partkey
|     row-size=24B cardinality=6.00M
|
03:AGGREGATE [FINALIZE]
|  output: avg(l_quantity)
|  group by: l_partkey
|  row-size=16B cardinality=200.52K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF000 -> tpch.lineitem.l_partkey
   row-size=16B cardinality=6.00M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=38.75MB Threads=8
Per-Host Resource Estimates: Memory=639MB
PLAN-ROOT SINK
|
12:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice)
|  row-size=16B cardinality=1
|
11:EXCHANGE [UNPARTITIONED]
|
06:AGGREGATE
|  output: sum(l_extendedprice)
|  row-size=16B cardinality=1
|
05:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: l_partkey = p_partkey
|  other join predicates: l_quantity < 0.2 * avg(l_quantity)
|  runtime filters: RF000 <- p_partkey
|  row-size=72B cardinality=29.93K
|
|--10:EXCHANGE [HASH(p_partkey)]
|  |
|  04:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: l_partkey = p_partkey
|  |  runtime filters: RF002 <- p_partkey
|  |  row-size=72B cardinality=29.93K
|  |
|  |--09:EXCHANGE [BROADCAST]
|  |  |
|  |  01:SCAN HDFS [tpch.part]
|  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |     predicates: p_container = 'MED BOX', p_brand = 'Brand#23'
|  |     row-size=48B cardinality=1.00K
|  |
|  00:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     runtime filters: RF002 -> l_partkey
|     row-size=24B cardinality=6.00M
|
08:AGGREGATE [FINALIZE]
|  output: avg:merge(l_quantity)
|  group by: l_partkey
|  row-size=16B cardinality=200.52K
|
07:EXCHANGE [HASH(l_partkey)]
|
03:AGGREGATE [STREAMING]
|  output: avg(l_quantity)
|  group by: l_partkey
|  row-size=16B cardinality=200.52K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF000 -> tpch.lineitem.l_partkey
   row-size=16B cardinality=6.00M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=75.62MB Threads=9
Per-Host Resource Estimates: Memory=500MB
PLAN-ROOT SINK
|
12:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice)
|  row-size=16B cardinality=1
|
11:EXCHANGE [UNPARTITIONED]
|
06:AGGREGATE
|  output: sum(l_extendedprice)
|  row-size=16B cardinality=1
|
05:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: l_partkey = p_partkey
|  other join predicates: l_quantity < 0.2 * avg(l_quantity)
|  runtime filters: RF000 <- p_partkey
|  row-size=72B cardinality=29.93K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: p_partkey
|  |
|  10:EXCHANGE [HASH(p_partkey)]
|  |
|  04:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: l_partkey = p_partkey
|  |  runtime filters: RF002 <- p_partkey
|  |  row-size=72B cardinality=29.93K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: p_partkey
|  |  |
|  |  09:EXCHANGE [BROADCAST]
|  |  |
|  |  01:SCAN HDFS [tpch.part]
|  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |     predicates: p_container = 'MED BOX', p_brand = 'Brand#23'
|  |     row-size=48B cardinality=1.00K
|  |
|  00:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     runtime filters: RF002 -> l_partkey
|     row-size=24B cardinality=6.00M
|
08:AGGREGATE [FINALIZE]
|  output: avg:merge(l_quantity)
|  group by: l_partkey
|  row-size=16B cardinality=200.52K
|
07:EXCHANGE [HASH(l_partkey)]
|
03:AGGREGATE [STREAMING]
|  output: avg(l_quantity)
|  group by: l_partkey
|  row-size=16B cardinality=200.52K
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF000 -> tpch.lineitem.l_partkey
   row-size=16B cardinality=6.00M
====
# TPCH-Q18
# Q18 - Large Value Customer Query
select
  c_name,
  c_custkey,
  o_orderkey,
  o_orderdate,
  o_totalprice,
  sum(l_quantity)
from
  customer,
  orders,
  lineitem
where
  o_orderkey in (
    select
      l_orderkey
    from
      lineitem
    group by
      l_orderkey
    having
      sum(l_quantity) > 300
    )
  and c_custkey = o_custkey
  and o_orderkey = l_orderkey
group by
  c_name,
  c_custkey,
  o_orderkey,
  o_orderdate,
  o_totalprice
order by
  o_totalprice desc,
  o_orderdate
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=111.50MB Threads=5
Per-Host Resource Estimates: Memory=891MB
PLAN-ROOT SINK
|
09:TOP-N [LIMIT=100]
|  order by: o_totalprice DESC, o_orderdate ASC
|  row-size=92B cardinality=100
|
08:AGGREGATE [FINALIZE]
|  output: sum(l_quantity)
|  group by: c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice
|  row-size=92B cardinality=600.12K
|
07:HASH JOIN [LEFT SEMI JOIN]
|  hash predicates: o_orderkey = l_orderkey
|  runtime filters: RF000 <- l_orderkey
|  row-size=100B cardinality=600.12K
|
|--04:AGGREGATE [FINALIZE]
|  |  output: sum(l_quantity)
|  |  group by: l_orderkey
|  |  having: sum(l_quantity) > 300
|  |  row-size=24B cardinality=156.34K
|  |
|  03:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     row-size=16B cardinality=6.00M
|
06:HASH JOIN [INNER JOIN]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF002 <- c_custkey
|  row-size=100B cardinality=5.76M
|
|--00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     row-size=38B cardinality=150.00K
|
05:HASH JOIN [INNER JOIN]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF004 <- o_orderkey
|  row-size=62B cardinality=5.76M
|
|--01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     runtime filters: RF000 -> o_orderkey, RF002 -> o_custkey
|     row-size=46B cardinality=1.50M
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF000 -> tpch.lineitem.l_orderkey, RF004 -> l_orderkey
   row-size=16B cardinality=6.00M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=220.38MB Threads=11
Per-Host Resource Estimates: Memory=1005MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: o_totalprice DESC, o_orderdate ASC
|  limit: 100
|
09:TOP-N [LIMIT=100]
|  order by: o_totalprice DESC, o_orderdate ASC
|  row-size=92B cardinality=100
|
16:AGGREGATE [FINALIZE]
|  output: sum:merge(l_quantity)
|  group by: c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice
|  row-size=92B cardinality=600.12K
|
15:EXCHANGE [HASH(c_name,c_custkey,o_orderkey,o_orderdate,o_totalprice)]
|
08:AGGREGATE [STREAMING]
|  output: sum(l_quantity)
|  group by: c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice
|  row-size=92B cardinality=600.12K
|
07:HASH JOIN [LEFT SEMI JOIN, PARTITIONED]
|  hash predicates: o_orderkey = l_orderkey
|  runtime filters: RF000 <- l_orderkey
|  row-size=100B cardinality=600.12K
|
|--14:AGGREGATE [FINALIZE]
|  |  output: sum:merge(l_quantity)
|  |  group by: l_orderkey
|  |  having: sum(l_quantity) > 300
|  |  row-size=24B cardinality=156.34K
|  |
|  13:EXCHANGE [HASH(l_orderkey)]
|  |
|  04:AGGREGATE [STREAMING]
|  |  output: sum(l_quantity)
|  |  group by: l_orderkey
|  |  row-size=24B cardinality=1.56M
|  |
|  03:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     row-size=16B cardinality=6.00M
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF002 <- c_custkey
|  row-size=100B cardinality=5.76M
|
|--12:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     row-size=38B cardinality=150.00K
|
05:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF004 <- o_orderkey
|  row-size=62B cardinality=5.76M
|
|--11:EXCHANGE [HASH(o_orderkey)]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     runtime filters: RF000 -> o_orderkey, RF002 -> o_custkey
|     row-size=46B cardinality=1.50M
|
10:EXCHANGE [HASH(l_orderkey)]
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF000 -> tpch.lineitem.l_orderkey, RF004 -> l_orderkey
   row-size=16B cardinality=6.00M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=268.88MB Threads=13
Per-Host Resource Estimates: Memory=846MB
PLAN-ROOT SINK
|
17:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: o_totalprice DESC, o_orderdate ASC
|  limit: 100
|
09:TOP-N [LIMIT=100]
|  order by: o_totalprice DESC, o_orderdate ASC
|  row-size=92B cardinality=100
|
16:AGGREGATE [FINALIZE]
|  output: sum:merge(l_quantity)
|  group by: c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice
|  row-size=92B cardinality=600.12K
|
15:EXCHANGE [HASH(c_name,c_custkey,o_orderkey,o_orderdate,o_totalprice)]
|
08:AGGREGATE [STREAMING]
|  output: sum(l_quantity)
|  group by: c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice
|  row-size=92B cardinality=600.12K
|
07:HASH JOIN [LEFT SEMI JOIN, PARTITIONED]
|  hash predicates: o_orderkey = l_orderkey
|  runtime filters: RF000 <- l_orderkey
|  row-size=100B cardinality=600.12K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: l_orderkey
|  |
|  14:AGGREGATE [FINALIZE]
|  |  output: sum:merge(l_quantity)
|  |  group by: l_orderkey
|  |  having: sum(l_quantity) > 300
|  |  row-size=24B cardinality=156.34K
|  |
|  13:EXCHANGE [HASH(l_orderkey)]
|  |
|  04:AGGREGATE [STREAMING]
|  |  output: sum(l_quantity)
|  |  group by: l_orderkey
|  |  row-size=24B cardinality=1.56M
|  |
|  03:SCAN HDFS [tpch.lineitem]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     row-size=16B cardinality=6.00M
|
06:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: o_custkey = c_custkey
|  runtime filters: RF002 <- c_custkey
|  row-size=100B cardinality=5.76M
|
|--JOIN BUILD
|  |  join-table-id=01 plan-id=02 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  12:EXCHANGE [BROADCAST]
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     row-size=38B cardinality=150.00K
|
05:HASH JOIN [INNER JOIN, PARTITIONED]
|  hash predicates: l_orderkey = o_orderkey
|  runtime filters: RF004 <- o_orderkey
|  row-size=62B cardinality=5.76M
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: o_orderkey
|  |
|  11:EXCHANGE [HASH(o_orderkey)]
|  |
|  01:SCAN HDFS [tpch.orders]
|     HDFS partitions=1/1 files=1 size=162.56MB
|     runtime filters: RF000 -> o_orderkey, RF002 -> o_custkey
|     row-size=46B cardinality=1.50M
|
10:EXCHANGE [HASH(l_orderkey)]
|
02:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   runtime filters: RF000 -> tpch.lineitem.l_orderkey, RF004 -> l_orderkey
   row-size=16B cardinality=6.00M
====
# TPCH-Q19
# Q19 - Discounted Revenue Query
select
  sum(l_extendedprice * (1 - l_discount)) as revenue
from
  lineitem,
  part
where
  p_partkey = l_partkey
  and (
    (
      p_brand = 'Brand#12'
      and p_container in ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')
      and l_quantity >= 1 and l_quantity <= 11
      and p_size between 1 and 5
      and l_shipmode in ('AIR', 'AIR REG')
      and l_shipinstruct = 'DELIVER IN PERSON'
    )
    or
    (
      p_brand = 'Brand#23'
      and p_container in ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')
      and l_quantity >= 10 and l_quantity <= 20
      and p_size between 1 and 10
      and l_shipmode in ('AIR', 'AIR REG')
      and l_shipinstruct = 'DELIVER IN PERSON'
    )
    or
    (
      p_brand = 'Brand#34'
      and p_container in ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')
      and l_quantity >= 20 and l_quantity <= 30
      and p_size between 1 and 15
      and l_shipmode in ('AIR', 'AIR REG')
      and l_shipinstruct = 'DELIVER IN PERSON'
    )
  )
---- PLAN
Max Per-Host Resource Reservation: Memory=18.94MB Threads=3
Per-Host Resource Estimates: Memory=331MB
PLAN-ROOT SINK
|
03:AGGREGATE [FINALIZE]
|  output: sum(l_extendedprice * (1 - l_discount))
|  row-size=16B cardinality=1
|
02:HASH JOIN [INNER JOIN]
|  hash predicates: l_partkey = p_partkey
|  other predicates: ((p_brand = 'Brand#12' AND p_container IN ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG') AND l_quantity >= 1 AND l_quantity <= 11 AND p_size <= 5) OR (p_brand = 'Brand#23' AND p_container IN ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK') AND l_quantity >= 10 AND l_quantity <= 20 AND p_size <= 10) OR (p_brand = 'Brand#34' AND p_container IN ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG') AND l_quantity >= 20 AND l_quantity <= 30 AND p_size <= 15))
|  runtime filters: RF000 <- p_partkey
|  row-size=124B cardinality=79.99K
|
|--01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_size >= 1
|     row-size=52B cardinality=20.00K
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipmode IN ('AIR', 'AIR REG'), l_shipinstruct = 'DELIVER IN PERSON'
   runtime filters: RF000 -> l_partkey
   row-size=72B cardinality=801.95K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=18.94MB Threads=5
Per-Host Resource Estimates: Memory=351MB
PLAN-ROOT SINK
|
06:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  row-size=16B cardinality=1
|
05:EXCHANGE [UNPARTITIONED]
|
03:AGGREGATE
|  output: sum(l_extendedprice * (1 - l_discount))
|  row-size=16B cardinality=1
|
02:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_partkey = p_partkey
|  other predicates: ((p_brand = 'Brand#12' AND p_container IN ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG') AND l_quantity >= 1 AND l_quantity <= 11 AND p_size <= 5) OR (p_brand = 'Brand#23' AND p_container IN ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK') AND l_quantity >= 10 AND l_quantity <= 20 AND p_size <= 10) OR (p_brand = 'Brand#34' AND p_container IN ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG') AND l_quantity >= 20 AND l_quantity <= 30 AND p_size <= 15))
|  runtime filters: RF000 <- p_partkey
|  row-size=124B cardinality=79.99K
|
|--04:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_size >= 1
|     row-size=52B cardinality=20.00K
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipmode IN ('AIR', 'AIR REG'), l_shipinstruct = 'DELIVER IN PERSON'
   runtime filters: RF000 -> l_partkey
   row-size=72B cardinality=801.95K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=37.88MB Threads=5
Per-Host Resource Estimates: Memory=276MB
PLAN-ROOT SINK
|
06:AGGREGATE [FINALIZE]
|  output: sum:merge(l_extendedprice * (1 - l_discount))
|  row-size=16B cardinality=1
|
05:EXCHANGE [UNPARTITIONED]
|
03:AGGREGATE
|  output: sum(l_extendedprice * (1 - l_discount))
|  row-size=16B cardinality=1
|
02:HASH JOIN [INNER JOIN, BROADCAST]
|  hash predicates: l_partkey = p_partkey
|  other predicates: ((p_brand = 'Brand#12' AND p_container IN ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG') AND l_quantity >= 1 AND l_quantity <= 11 AND p_size <= 5) OR (p_brand = 'Brand#23' AND p_container IN ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK') AND l_quantity >= 10 AND l_quantity <= 20 AND p_size <= 10) OR (p_brand = 'Brand#34' AND p_container IN ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG') AND l_quantity >= 20 AND l_quantity <= 30 AND p_size <= 15))
|  runtime filters: RF000 <- p_partkey
|  row-size=124B cardinality=79.99K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: p_partkey
|  |
|  04:EXCHANGE [BROADCAST]
|  |
|  01:SCAN HDFS [tpch.part]
|     HDFS partitions=1/1 files=1 size=22.83MB
|     predicates: p_size >= 1
|     row-size=52B cardinality=20.00K
|
00:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipmode IN ('AIR', 'AIR REG'), l_shipinstruct = 'DELIVER IN PERSON'
   runtime filters: RF000 -> l_partkey
   row-size=72B cardinality=801.95K
====
# TPCH-Q20
# Q20 - Potential Part Promotion Query
select
  s_name,
  s_address
from
  supplier,
  nation
where
  s_suppkey in (
    select
      ps_suppkey
    from
      partsupp
    where
      ps_partkey in (
        select
          p_partkey
        from
          part
        where
          p_name like 'forest%'
        )
      and ps_availqty > (
        select
          0.5 * sum(l_quantity)
        from
          lineitem
        where
          l_partkey = ps_partkey
          and l_suppkey = ps_suppkey
          and l_shipdate >= '1994-01-01'
          and l_shipdate < '1995-01-01'
        )
    )
  and s_nationkey = n_nationkey
  and n_name = 'CANADA'
order by
  s_name
---- PLAN
Max Per-Host Resource Reservation: Memory=71.75MB Threads=6
Per-Host Resource Estimates: Memory=612MB
PLAN-ROOT SINK
|
10:SORT
|  order by: s_name ASC
|  row-size=67B cardinality=400
|
09:HASH JOIN [RIGHT SEMI JOIN]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF000 <- s_suppkey
|  row-size=98B cardinality=400
|
|--08:HASH JOIN [INNER JOIN]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF008 <- n_nationkey
|  |  row-size=98B cardinality=400
|  |
|  |--01:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     predicates: n_name = 'CANADA'
|  |     row-size=21B cardinality=1
|  |
|  00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF008 -> s_nationkey
|     row-size=77B cardinality=10.00K
|
07:HASH JOIN [RIGHT SEMI JOIN]
|  hash predicates: l_partkey = ps_partkey, l_suppkey = ps_suppkey
|  other join predicates: ps_availqty > 0.5 * sum(l_quantity)
|  runtime filters: RF002 <- ps_partkey, RF003 <- ps_suppkey
|  row-size=20B cardinality=79.79K
|
|--06:HASH JOIN [LEFT SEMI JOIN]
|  |  hash predicates: ps_partkey = p_partkey
|  |  runtime filters: RF006 <- p_partkey
|  |  row-size=20B cardinality=79.79K
|  |
|  |--03:SCAN HDFS [tpch.part]
|  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |     predicates: p_name LIKE 'forest%'
|  |     row-size=53B cardinality=20.00K
|  |
|  02:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     runtime filters: RF000 -> ps_suppkey, RF006 -> ps_partkey
|     row-size=20B cardinality=800.00K
|
05:AGGREGATE [FINALIZE]
|  output: sum(l_quantity)
|  group by: l_partkey, l_suppkey
|  row-size=32B cardinality=600.12K
|
04:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1995-01-01', l_shipdate >= '1994-01-01'
   runtime filters: RF000 -> tpch.lineitem.l_suppkey, RF002 -> tpch.lineitem.l_partkey, RF003 -> tpch.lineitem.l_suppkey
   row-size=46B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=107.63MB Threads=13
Per-Host Resource Estimates: Memory=660MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_name ASC
|
10:SORT
|  order by: s_name ASC
|  row-size=67B cardinality=400
|
09:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF000 <- s_suppkey
|  row-size=98B cardinality=400
|
|--17:EXCHANGE [HASH(s_suppkey)]
|  |
|  08:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF008 <- n_nationkey
|  |  row-size=98B cardinality=400
|  |
|  |--15:EXCHANGE [BROADCAST]
|  |  |
|  |  01:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     predicates: n_name = 'CANADA'
|  |     row-size=21B cardinality=1
|  |
|  00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF008 -> s_nationkey
|     row-size=77B cardinality=10.00K
|
16:EXCHANGE [HASH(ps_suppkey)]
|
07:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: l_partkey = ps_partkey, l_suppkey = ps_suppkey
|  other join predicates: ps_availqty > 0.5 * sum(l_quantity)
|  runtime filters: RF002 <- ps_partkey, RF003 <- ps_suppkey
|  row-size=20B cardinality=79.79K
|
|--14:EXCHANGE [HASH(ps_partkey,ps_suppkey)]
|  |
|  06:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  |  hash predicates: ps_partkey = p_partkey
|  |  runtime filters: RF006 <- p_partkey
|  |  row-size=20B cardinality=79.79K
|  |
|  |--13:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpch.part]
|  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |     predicates: p_name LIKE 'forest%'
|  |     row-size=53B cardinality=20.00K
|  |
|  02:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     runtime filters: RF000 -> ps_suppkey, RF006 -> ps_partkey
|     row-size=20B cardinality=800.00K
|
12:AGGREGATE [FINALIZE]
|  output: sum:merge(l_quantity)
|  group by: l_partkey, l_suppkey
|  row-size=32B cardinality=600.12K
|
11:EXCHANGE [HASH(l_partkey,l_suppkey)]
|
05:AGGREGATE [STREAMING]
|  output: sum(l_quantity)
|  group by: l_partkey, l_suppkey
|  row-size=32B cardinality=600.12K
|
04:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1995-01-01', l_shipdate >= '1994-01-01'
   runtime filters: RF000 -> tpch.lineitem.l_suppkey, RF002 -> tpch.lineitem.l_partkey, RF003 -> tpch.lineitem.l_suppkey
   row-size=46B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=163.39MB Threads=15
Per-Host Resource Estimates: Memory=609MB
PLAN-ROOT SINK
|
18:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: s_name ASC
|
10:SORT
|  order by: s_name ASC
|  row-size=67B cardinality=400
|
09:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: ps_suppkey = s_suppkey
|  runtime filters: RF000 <- s_suppkey
|  row-size=98B cardinality=400
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: s_suppkey
|  |
|  17:EXCHANGE [HASH(s_suppkey)]
|  |
|  08:HASH JOIN [INNER JOIN, BROADCAST]
|  |  hash predicates: s_nationkey = n_nationkey
|  |  runtime filters: RF008 <- n_nationkey
|  |  row-size=98B cardinality=400
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: n_nationkey
|  |  |
|  |  15:EXCHANGE [BROADCAST]
|  |  |
|  |  01:SCAN HDFS [tpch.nation]
|  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |     predicates: n_name = 'CANADA'
|  |     row-size=21B cardinality=1
|  |
|  00:SCAN HDFS [tpch.supplier]
|     HDFS partitions=1/1 files=1 size=1.33MB
|     runtime filters: RF008 -> s_nationkey
|     row-size=77B cardinality=10.00K
|
16:EXCHANGE [HASH(ps_suppkey)]
|
07:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  hash predicates: l_partkey = ps_partkey, l_suppkey = ps_suppkey
|  other join predicates: ps_availqty > 0.5 * sum(l_quantity)
|  runtime filters: RF002 <- ps_partkey, RF003 <- ps_suppkey
|  row-size=20B cardinality=79.79K
|
|--JOIN BUILD
|  |  join-table-id=02 plan-id=03 cohort-id=01
|  |  build expressions: ps_partkey, ps_suppkey
|  |
|  14:EXCHANGE [HASH(ps_partkey,ps_suppkey)]
|  |
|  06:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|  |  hash predicates: ps_partkey = p_partkey
|  |  runtime filters: RF006 <- p_partkey
|  |  row-size=20B cardinality=79.79K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=03 plan-id=04 cohort-id=03
|  |  |  build expressions: p_partkey
|  |  |
|  |  13:EXCHANGE [BROADCAST]
|  |  |
|  |  03:SCAN HDFS [tpch.part]
|  |     HDFS partitions=1/1 files=1 size=22.83MB
|  |     predicates: p_name LIKE 'forest%'
|  |     row-size=53B cardinality=20.00K
|  |
|  02:SCAN HDFS [tpch.partsupp]
|     HDFS partitions=1/1 files=1 size=112.71MB
|     runtime filters: RF000 -> ps_suppkey, RF006 -> ps_partkey
|     row-size=20B cardinality=800.00K
|
12:AGGREGATE [FINALIZE]
|  output: sum:merge(l_quantity)
|  group by: l_partkey, l_suppkey
|  row-size=32B cardinality=600.12K
|
11:EXCHANGE [HASH(l_partkey,l_suppkey)]
|
05:AGGREGATE [STREAMING]
|  output: sum(l_quantity)
|  group by: l_partkey, l_suppkey
|  row-size=32B cardinality=600.12K
|
04:SCAN HDFS [tpch.lineitem]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l_shipdate < '1995-01-01', l_shipdate >= '1994-01-01'
   runtime filters: RF000 -> tpch.lineitem.l_suppkey, RF002 -> tpch.lineitem.l_partkey, RF003 -> tpch.lineitem.l_suppkey
   row-size=46B cardinality=600.12K
====
# TPCH-Q21
# Q21 - Suppliers Who Kept Orders Waiting Query
select
  s_name,
  count(*) as numwait
from
  supplier,
  lineitem l1,
  orders,
  nation
where
  s_suppkey = l1.l_suppkey
  and o_orderkey = l1.l_orderkey
  and o_orderstatus = 'F'
  and l1.l_receiptdate > l1.l_commitdate
  and exists (
    select
      *
    from
      lineitem l2
    where
      l2.l_orderkey = l1.l_orderkey
      and l2.l_suppkey <> l1.l_suppkey
  )
  and not exists (
    select
      *
    from
      lineitem l3
    where
      l3.l_orderkey = l1.l_orderkey
      and l3.l_suppkey <> l1.l_suppkey
      and l3.l_receiptdate > l3.l_commitdate
  )
  and s_nationkey = n_nationkey
  and n_name = 'SAUDI ARABIA'
group by
  s_name
order by
  numwait desc,
  s_name
limit 100
---- PLAN
Max Per-Host Resource Reservation: Memory=58.88MB Threads=7
Per-Host Resource Estimates: Memory=1.03GB
PLAN-ROOT SINK
|
12:TOP-N [LIMIT=100]
|  order by: count(*) DESC, s_name ASC
|  row-size=38B cardinality=100
|
11:AGGREGATE [FINALIZE]
|  output: count(*)
|  group by: s_name
|  row-size=38B cardinality=7.68K
|
10:HASH JOIN [RIGHT ANTI JOIN]
|  hash predicates: l3.l_orderkey = l1.l_orderkey
|  other join predicates: l3.l_suppkey != l1.l_suppkey
|  row-size=142B cardinality=7.68K
|
|--09:HASH JOIN [RIGHT SEMI JOIN]
|  |  hash predicates: l2.l_orderkey = l1.l_orderkey
|  |  other join predicates: l2.l_suppkey != l1.l_suppkey
|  |  runtime filters: RF000 <- l1.l_orderkey
|  |  row-size=142B cardinality=7.68K
|  |
|  |--08:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: s_nationkey = n_nationkey
|  |  |  runtime filters: RF002 <- n_nationkey
|  |  |  row-size=142B cardinality=7.68K
|  |  |
|  |  |--03:SCAN HDFS [tpch.nation]
|  |  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |  |     predicates: n_name = 'SAUDI ARABIA'
|  |  |     row-size=21B cardinality=1
|  |  |
|  |  07:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: l1.l_suppkey = s_suppkey
|  |  |  runtime filters: RF004 <- s_suppkey
|  |  |  row-size=121B cardinality=191.92K
|  |  |
|  |  |--00:SCAN HDFS [tpch.supplier]
|  |  |     HDFS partitions=1/1 files=1 size=1.33MB
|  |  |     runtime filters: RF002 -> s_nationkey
|  |  |     row-size=40B cardinality=10.00K
|  |  |
|  |  06:HASH JOIN [INNER JOIN]
|  |  |  hash predicates: l1.l_orderkey = o_orderkey
|  |  |  runtime filters: RF006 <- o_orderkey
|  |  |  row-size=81B cardinality=191.92K
|  |  |
|  |  |--02:SCAN HDFS [tpch.orders]
|  |  |     HDFS partitions=1/1 files=1 size=162.56MB
|  |  |     predicates: o_orderstatus = 'F'
|  |  |     row-size=21B cardinality=500.00K
|  |  |
|  |  01:SCAN HDFS [tpch.lineitem l1]
|  |     HDFS partitions=1/1 files=1 size=718.94MB
|  |     predicates: l1.l_receiptdate > l1.l_commitdate
|  |     runtime filters: RF004 -> l1.l_suppkey, RF006 -> l1.l_orderkey
|  |     row-size=60B cardinality=600.12K
|  |
|  04:SCAN HDFS [tpch.lineitem l2]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     runtime filters: RF000 -> l2.l_orderkey
|     row-size=16B cardinality=6.00M
|
05:SCAN HDFS [tpch.lineitem l3]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l3.l_receiptdate > l3.l_commitdate
   row-size=60B cardinality=600.12K
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=56.51MB Threads=15
Per-Host Resource Estimates: Memory=1.08GB
PLAN-ROOT SINK
|
21:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(*) DESC, s_name ASC
|  limit: 100
|
12:TOP-N [LIMIT=100]
|  order by: count(*) DESC, s_name ASC
|  row-size=38B cardinality=100
|
20:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: s_name
|  row-size=38B cardinality=7.68K
|
19:EXCHANGE [HASH(s_name)]
|
11:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: s_name
|  row-size=38B cardinality=7.68K
|
10:HASH JOIN [RIGHT ANTI JOIN, PARTITIONED]
|  hash predicates: l3.l_orderkey = l1.l_orderkey
|  other join predicates: l3.l_suppkey != l1.l_suppkey
|  row-size=142B cardinality=7.68K
|
|--09:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  |  hash predicates: l2.l_orderkey = l1.l_orderkey
|  |  other join predicates: l2.l_suppkey != l1.l_suppkey
|  |  runtime filters: RF000 <- l1.l_orderkey
|  |  row-size=142B cardinality=7.68K
|  |
|  |--08:HASH JOIN [INNER JOIN, BROADCAST]
|  |  |  hash predicates: s_nationkey = n_nationkey
|  |  |  runtime filters: RF002 <- n_nationkey
|  |  |  row-size=142B cardinality=7.68K
|  |  |
|  |  |--16:EXCHANGE [BROADCAST]
|  |  |  |
|  |  |  03:SCAN HDFS [tpch.nation]
|  |  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |  |     predicates: n_name = 'SAUDI ARABIA'
|  |  |     row-size=21B cardinality=1
|  |  |
|  |  07:HASH JOIN [INNER JOIN, BROADCAST]
|  |  |  hash predicates: l1.l_suppkey = s_suppkey
|  |  |  runtime filters: RF004 <- s_suppkey
|  |  |  row-size=121B cardinality=191.92K
|  |  |
|  |  |--15:EXCHANGE [BROADCAST]
|  |  |  |
|  |  |  00:SCAN HDFS [tpch.supplier]
|  |  |     HDFS partitions=1/1 files=1 size=1.33MB
|  |  |     runtime filters: RF002 -> s_nationkey
|  |  |     row-size=40B cardinality=10.00K
|  |  |
|  |  06:HASH JOIN [INNER JOIN, PARTITIONED]
|  |  |  hash predicates: l1.l_orderkey = o_orderkey
|  |  |  runtime filters: RF006 <- o_orderkey
|  |  |  row-size=81B cardinality=191.92K
|  |  |
|  |  |--14:EXCHANGE [HASH(o_orderkey)]
|  |  |  |
|  |  |  02:SCAN HDFS [tpch.orders]
|  |  |     HDFS partitions=1/1 files=1 size=162.56MB
|  |  |     predicates: o_orderstatus = 'F'
|  |  |     row-size=21B cardinality=500.00K
|  |  |
|  |  13:EXCHANGE [HASH(l1.l_orderkey)]
|  |  |
|  |  01:SCAN HDFS [tpch.lineitem l1]
|  |     HDFS partitions=1/1 files=1 size=718.94MB
|  |     predicates: l1.l_receiptdate > l1.l_commitdate
|  |     runtime filters: RF004 -> l1.l_suppkey, RF006 -> l1.l_orderkey
|  |     row-size=60B cardinality=600.12K
|  |
|  17:EXCHANGE [HASH(l2.l_orderkey)]
|  |
|  04:SCAN HDFS [tpch.lineitem l2]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     runtime filters: RF000 -> l2.l_orderkey
|     row-size=16B cardinality=6.00M
|
18:EXCHANGE [HASH(l3.l_orderkey)]
|
05:SCAN HDFS [tpch.lineitem l3]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l3.l_receiptdate > l3.l_commitdate
   row-size=60B cardinality=600.12K
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=109.27MB Threads=17
Per-Host Resource Estimates: Memory=863MB
PLAN-ROOT SINK
|
21:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: count(*) DESC, s_name ASC
|  limit: 100
|
12:TOP-N [LIMIT=100]
|  order by: count(*) DESC, s_name ASC
|  row-size=38B cardinality=100
|
20:AGGREGATE [FINALIZE]
|  output: count:merge(*)
|  group by: s_name
|  row-size=38B cardinality=7.68K
|
19:EXCHANGE [HASH(s_name)]
|
11:AGGREGATE [STREAMING]
|  output: count(*)
|  group by: s_name
|  row-size=38B cardinality=7.68K
|
10:HASH JOIN [RIGHT ANTI JOIN, PARTITIONED]
|  hash predicates: l3.l_orderkey = l1.l_orderkey
|  other join predicates: l3.l_suppkey != l1.l_suppkey
|  row-size=142B cardinality=7.68K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: l1.l_orderkey
|  |
|  09:HASH JOIN [RIGHT SEMI JOIN, PARTITIONED]
|  |  hash predicates: l2.l_orderkey = l1.l_orderkey
|  |  other join predicates: l2.l_suppkey != l1.l_suppkey
|  |  runtime filters: RF000 <- l1.l_orderkey
|  |  row-size=142B cardinality=7.68K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |  build expressions: l1.l_orderkey
|  |  |
|  |  08:HASH JOIN [INNER JOIN, BROADCAST]
|  |  |  hash predicates: s_nationkey = n_nationkey
|  |  |  runtime filters: RF002 <- n_nationkey
|  |  |  row-size=142B cardinality=7.68K
|  |  |
|  |  |--JOIN BUILD
|  |  |  |  join-table-id=02 plan-id=03 cohort-id=03
|  |  |  |  build expressions: n_nationkey
|  |  |  |
|  |  |  16:EXCHANGE [BROADCAST]
|  |  |  |
|  |  |  03:SCAN HDFS [tpch.nation]
|  |  |     HDFS partitions=1/1 files=1 size=2.15KB
|  |  |     predicates: n_name = 'SAUDI ARABIA'
|  |  |     row-size=21B cardinality=1
|  |  |
|  |  07:HASH JOIN [INNER JOIN, BROADCAST]
|  |  |  hash predicates: l1.l_suppkey = s_suppkey
|  |  |  runtime filters: RF004 <- s_suppkey
|  |  |  row-size=121B cardinality=191.92K
|  |  |
|  |  |--JOIN BUILD
|  |  |  |  join-table-id=03 plan-id=04 cohort-id=03
|  |  |  |  build expressions: s_suppkey
|  |  |  |
|  |  |  15:EXCHANGE [BROADCAST]
|  |  |  |
|  |  |  00:SCAN HDFS [tpch.supplier]
|  |  |     HDFS partitions=1/1 files=1 size=1.33MB
|  |  |     runtime filters: RF002 -> s_nationkey
|  |  |     row-size=40B cardinality=10.00K
|  |  |
|  |  06:HASH JOIN [INNER JOIN, PARTITIONED]
|  |  |  hash predicates: l1.l_orderkey = o_orderkey
|  |  |  runtime filters: RF006 <- o_orderkey
|  |  |  row-size=81B cardinality=191.92K
|  |  |
|  |  |--JOIN BUILD
|  |  |  |  join-table-id=04 plan-id=05 cohort-id=03
|  |  |  |  build expressions: o_orderkey
|  |  |  |
|  |  |  14:EXCHANGE [HASH(o_orderkey)]
|  |  |  |
|  |  |  02:SCAN HDFS [tpch.orders]
|  |  |     HDFS partitions=1/1 files=1 size=162.56MB
|  |  |     predicates: o_orderstatus = 'F'
|  |  |     row-size=21B cardinality=500.00K
|  |  |
|  |  13:EXCHANGE [HASH(l1.l_orderkey)]
|  |  |
|  |  01:SCAN HDFS [tpch.lineitem l1]
|  |     HDFS partitions=1/1 files=1 size=718.94MB
|  |     predicates: l1.l_receiptdate > l1.l_commitdate
|  |     runtime filters: RF004 -> l1.l_suppkey, RF006 -> l1.l_orderkey
|  |     row-size=60B cardinality=600.12K
|  |
|  17:EXCHANGE [HASH(l2.l_orderkey)]
|  |
|  04:SCAN HDFS [tpch.lineitem l2]
|     HDFS partitions=1/1 files=1 size=718.94MB
|     runtime filters: RF000 -> l2.l_orderkey
|     row-size=16B cardinality=6.00M
|
18:EXCHANGE [HASH(l3.l_orderkey)]
|
05:SCAN HDFS [tpch.lineitem l3]
   HDFS partitions=1/1 files=1 size=718.94MB
   predicates: l3.l_receiptdate > l3.l_commitdate
   row-size=60B cardinality=600.12K
====
# TPCH-Q22
# Q22 - Global Sales Opportunity Query
select
  cntrycode,
  count(*) as numcust,
  sum(c_acctbal) as totacctbal
from (
  select
    substr(c_phone, 1, 2) as cntrycode,
    c_acctbal
  from
    customer
  where
    substr(c_phone, 1, 2) in ('13', '31', '23', '29', '30', '18', '17')
    and c_acctbal > (
      select
        avg(c_acctbal)
      from
        customer
      where
        c_acctbal > 0.00
        and substr(c_phone, 1, 2) in ('13', '31', '23', '29', '30', '18', '17')
      )
    and not exists (
      select
        *
      from
        orders
      where
        o_custkey = c_custkey
    )
  ) as custsale
group by
  cntrycode
order by
  cntrycode
---- PLAN
Max Per-Host Resource Reservation: Memory=24.00MB Threads=4
Per-Host Resource Estimates: Memory=314MB
PLAN-ROOT SINK
|
07:SORT
|  order by: cntrycode ASC
|  row-size=36B cardinality=15.00K
|
06:AGGREGATE [FINALIZE]
|  output: count(*), sum(c_acctbal)
|  group by: substr(c_phone, 1, 2)
|  row-size=36B cardinality=15.00K
|
05:HASH JOIN [RIGHT ANTI JOIN]
|  hash predicates: o_custkey = c_custkey
|  row-size=51B cardinality=15.00K
|
|--04:NESTED LOOP JOIN [INNER JOIN]
|  |  predicates: c_acctbal > avg(c_acctbal)
|  |  row-size=51B cardinality=15.00K
|  |
|  |--02:AGGREGATE [FINALIZE]
|  |  |  output: avg(c_acctbal)
|  |  |  row-size=8B cardinality=1
|  |  |
|  |  01:SCAN HDFS [tpch.customer]
|  |     HDFS partitions=1/1 files=1 size=23.08MB
|  |     predicates: c_acctbal > 0, substr(c_phone, 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
|  |     row-size=35B cardinality=15.00K
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     predicates: substr(c_phone, 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
|     row-size=43B cardinality=15.00K
|
03:SCAN HDFS [tpch.orders]
   HDFS partitions=1/1 files=1 size=162.56MB
   row-size=8B cardinality=1.50M
---- DISTRIBUTEDPLAN
Max Per-Host Resource Reservation: Memory=41.88MB Threads=10
Per-Host Resource Estimates: Memory=365MB
PLAN-ROOT SINK
|
15:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: cntrycode ASC
|
07:SORT
|  order by: cntrycode ASC
|  row-size=36B cardinality=15.00K
|
14:AGGREGATE [FINALIZE]
|  output: count:merge(*), sum:merge(c_acctbal)
|  group by: cntrycode
|  row-size=36B cardinality=15.00K
|
13:EXCHANGE [HASH(cntrycode)]
|
06:AGGREGATE [STREAMING]
|  output: count(*), sum(c_acctbal)
|  group by: substr(c_phone, 1, 2)
|  row-size=36B cardinality=15.00K
|
05:HASH JOIN [RIGHT ANTI JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  row-size=51B cardinality=15.00K
|
|--12:EXCHANGE [HASH(c_custkey)]
|  |
|  04:NESTED LOOP JOIN [INNER JOIN, BROADCAST]
|  |  predicates: c_acctbal > avg(c_acctbal)
|  |  row-size=51B cardinality=15.00K
|  |
|  |--10:EXCHANGE [BROADCAST]
|  |  |
|  |  09:AGGREGATE [FINALIZE]
|  |  |  output: avg:merge(c_acctbal)
|  |  |  row-size=8B cardinality=1
|  |  |
|  |  08:EXCHANGE [UNPARTITIONED]
|  |  |
|  |  02:AGGREGATE
|  |  |  output: avg(c_acctbal)
|  |  |  row-size=8B cardinality=1
|  |  |
|  |  01:SCAN HDFS [tpch.customer]
|  |     HDFS partitions=1/1 files=1 size=23.08MB
|  |     predicates: c_acctbal > 0, substr(c_phone, 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
|  |     row-size=35B cardinality=15.00K
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     predicates: substr(c_phone, 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
|     row-size=43B cardinality=15.00K
|
11:EXCHANGE [HASH(o_custkey)]
|
03:SCAN HDFS [tpch.orders]
   HDFS partitions=1/1 files=1 size=162.56MB
   row-size=8B cardinality=1.50M
---- PARALLELPLANS
Max Per-Host Resource Reservation: Memory=83.75MB Threads=12
Per-Host Resource Estimates: Memory=414MB
PLAN-ROOT SINK
|
15:MERGING-EXCHANGE [UNPARTITIONED]
|  order by: cntrycode ASC
|
07:SORT
|  order by: cntrycode ASC
|  row-size=36B cardinality=15.00K
|
14:AGGREGATE [FINALIZE]
|  output: count:merge(*), sum:merge(c_acctbal)
|  group by: cntrycode
|  row-size=36B cardinality=15.00K
|
13:EXCHANGE [HASH(cntrycode)]
|
06:AGGREGATE [STREAMING]
|  output: count(*), sum(c_acctbal)
|  group by: substr(c_phone, 1, 2)
|  row-size=36B cardinality=15.00K
|
05:HASH JOIN [RIGHT ANTI JOIN, PARTITIONED]
|  hash predicates: o_custkey = c_custkey
|  row-size=51B cardinality=15.00K
|
|--JOIN BUILD
|  |  join-table-id=00 plan-id=01 cohort-id=01
|  |  build expressions: c_custkey
|  |
|  12:EXCHANGE [HASH(c_custkey)]
|  |
|  04:NESTED LOOP JOIN [INNER JOIN, BROADCAST]
|  |  join table id: 01
|  |  predicates: c_acctbal > avg(c_acctbal)
|  |  row-size=51B cardinality=15.00K
|  |
|  |--JOIN BUILD
|  |  |  join-table-id=01 plan-id=02 cohort-id=02
|  |  |
|  |  10:EXCHANGE [BROADCAST]
|  |  |
|  |  09:AGGREGATE [FINALIZE]
|  |  |  output: avg:merge(c_acctbal)
|  |  |  row-size=8B cardinality=1
|  |  |
|  |  08:EXCHANGE [UNPARTITIONED]
|  |  |
|  |  02:AGGREGATE
|  |  |  output: avg(c_acctbal)
|  |  |  row-size=8B cardinality=1
|  |  |
|  |  01:SCAN HDFS [tpch.customer]
|  |     HDFS partitions=1/1 files=1 size=23.08MB
|  |     predicates: c_acctbal > 0, substr(c_phone, 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
|  |     row-size=35B cardinality=15.00K
|  |
|  00:SCAN HDFS [tpch.customer]
|     HDFS partitions=1/1 files=1 size=23.08MB
|     predicates: substr(c_phone, 1, 2) IN ('13', '31', '23', '29', '30', '18', '17')
|     row-size=43B cardinality=15.00K
|
11:EXCHANGE [HASH(o_custkey)]
|
03:SCAN HDFS [tpch.orders]
   HDFS partitions=1/1 files=1 size=162.56MB
   row-size=8B cardinality=1.50M
====