商业智能计算测试TPC-H 是美国交易处理效能委员会(TPC,Transaction Processing Performance Council) 组织制定的用来模拟决策支持类应用的一个测试集.目前,在学术界和工业界普遍采用它来评价决策支持技术方面应用的性能. 这种商业测试可以全方位评测系统的整体商业计算综合能力,对厂商的要求更高,同时也具有普遍的商业实用意义,目前在银行信贷分析和信用卡分析、电信运营分析、税收分析、烟草行业决策分析中都有广泛的应用。 TPC-H 基准测试是由 TPC-D(由 TPC 组织于 1994 年指定的标准,用于决策支持系统方面的测试基准)发展而来的.TPC-H 用 3NF 实现了一个数据仓库,共包含 8 个基本关系,其数据量可以设定从 1G~3T 不等。TPC-H 基准测试包括 22 个查询(Q1~Q22),其主要评价指标是各个查询的响应时间,即从提交查询到结果返回所需时间.TPC-H 基准测试的度量单位是每小时执行的查询数( QphH@size),其中 H 表示每小时系统执行复杂查询的平均次数,size 表示数据库规模的大小,它能够反映出系统在处理查询时的能力.TPC-H 是根据真实的生产运行环境来建模的,这使得它可以评估一些其他测试所不能评估的关键性能参数.总而言之,TPC 组织颁布的TPC-H 标准满足了数据仓库领域的测试需求,并且促使各个厂商以及研究机构将该项技术推向极限。 |
Q01 统计查询
Q02 WHERE条件中,使用子查询(=)
Q03 多表关联统计查询,并统计(SUM)
Q04 WHERE条件中,使用子查询(EXISTS),并统计(COUNT)
Q05 多表关联查询(=),并统计(SUM)
Q06 条件(BETWEEN AND)查询,并统计(SUM)
Q07 带有FROM子查询,从结果集中统计(SUM)
Q08 带有FROM多表子查询,从结果集中的查询列上带有逻辑判断(WHEN THEN ELSE)的统计(SUM)
Q09 带有FROM多表子查询,查询表中使用函数(EXTRACT),从结果集中统计(SUM)
Q10 多表条件查询(>=, <),并统计(SUM)
Q11 在GROUP BY中使用比较条件(HAVING >),比较值从子查询中查出
Q12 带有逻辑判断(WHEN AND/ WHEN OR)的查询,并统计(SUM)
Q13 带有FROM子查询,子查询中使用外联结
Q14 使用逻辑判断(WHEN ELSE)的查询
Q15 使用视图和表关联查询
Q16 在WHERE子句中使用子查询,使用IN/ NOT IN判断条件,并统计(COUNT)
Q17 在WHERE子句中使用子查询,使用<比较,使用了AVG函数
Q18 在WHERE子句中使用IN条件从子查询结果中比较
Q19 多条件比较查询
Q20 WHERE条件子查询(三层)
Q21 在WHERE条件中使用子查询,使用EXISTS和NOT EXISTS判断
Q22 在WHERE条件中使用判断子查询、IN、NOT EXISTS,并统计(SUM、COUNT)查询结果
-- $ID$
-- TPC-H/TPC-R Pricing Summary Report Query (Q1)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 <= date '1998-12-01' - interval ':1' day (3)
group by
l_returnflag,
l_linestatus
order by
l_returnflag,
l_linestatus;
:n -1
-- $ID$
-- TPC-H/TPC-R Minimum Cost Supplier Query (Q2)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 = :1
and p_type like '%:2'
and s_nationkey = n_nationkey
and n_regionkey = r_regionkey
and r_name = ':3'
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 = ':3'
)
order by
s_acctbal desc,
n_name,
s_name,
p_partkey;
:n 100
-- $ID$
-- TPC-H/TPC-R Shipping Priority Query (Q3)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
l_orderkey,
sum(l_extendedprice * (1 - l_discount)) as revenue,
o_orderdate,
o_shippriority
from
customer,
orders,
lineitem
where
c_mktsegment = ':1'
and c_custkey = o_custkey
and l_orderkey = o_orderkey
and o_orderdate < date ':2'
and l_shipdate > date ':2'
group by
l_orderkey,
o_orderdate,
o_shippriority
order by
revenue desc,
o_orderdate;
:n 10
-- $ID$
-- TPC-H/TPC-R Order Priority Checking Query (Q4)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
o_orderpriority,
count(*) as order_count
from
orders
where
o_orderdate >= date ':1'
and o_orderdate < date ':1' + interval '3' month
and exists (
select
*
from
lineitem
where
l_orderkey = o_orderkey
and l_commitdate < l_receiptdate
)
group by
o_orderpriority
order by
o_orderpriority;
:n -1
-- $ID$
-- TPC-H/TPC-R Local Supplier Volume Query (Q5)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 = ':1'
and o_orderdate >= date ':2'
and o_orderdate < date ':2' + interval '1' year
group by
n_name
order by
revenue desc;
:n -1
-- $ID$
-- TPC-H/TPC-R Forecasting Revenue Change Query (Q6)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
sum(l_extendedprice * l_discount) as revenue
from
lineitem
where
l_shipdate >= date ':1'
and l_shipdate < date ':1' + interval '1' year
and l_discount between :2 - 0.01 and :2 + 0.01
and l_quantity < :3;
:n -1
-- $ID$
-- TPC-H/TPC-R Volume Shipping Query (Q7)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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,
extract(year from 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 = ':1' and n2.n_name = ':2')
or (n1.n_name = ':2' and n2.n_name = ':1')
)
and l_shipdate between date '1995-01-01' and date '1996-12-31'
) as shipping
group by
supp_nation,
cust_nation,
l_year
order by
supp_nation,
cust_nation,
l_year;
:n -1
-- $ID$
-- TPC-H/TPC-R National Market Share Query (Q8)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
o_year,
sum(case
when nation = ':1' then volume
else 0
end) / sum(volume) as mkt_share
from
(
select
extract(year from 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 = ':2'
and s_nationkey = n2.n_nationkey
and o_orderdate between date '1995-01-01' and date '1996-12-31'
and p_type = ':3'
) as all_nations
group by
o_year
order by
o_year;
:n -1
-- $ID$
-- TPC-H/TPC-R Product Type Profit Measure Query (Q9)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
nation,
o_year,
sum(amount) as sum_profit
from
(
select
n_name as nation,
extract(year from 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 '%:1%'
) as profit
group by
nation,
o_year
order by
nation,
o_year desc;
:n -1
-- $ID$
-- TPC-H/TPC-R Returned Item Reporting Query (Q10)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 >= date ':1'
and o_orderdate < date ':1' + interval '3' month
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;
:n 20
-- $ID$
-- TPC-H/TPC-R Important Stock Identification Query (Q11)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 = ':1'
group by
ps_partkey having
sum(ps_supplycost * ps_availqty) > (
select
sum(ps_supplycost * ps_availqty) * :2
from
partsupp,
supplier,
nation
where
ps_suppkey = s_suppkey
and s_nationkey = n_nationkey
and n_name = ':1'
)
order by
value desc;
:n -1
-- $ID$
-- TPC-H/TPC-R Shipping Modes and Order Priority Query (Q12)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 (':1', ':2')
and l_commitdate < l_receiptdate
and l_shipdate < l_commitdate
and l_receiptdate >= date ':3'
and l_receiptdate < date ':3' + interval '1' year
group by
l_shipmode
order by
l_shipmode;
:n -1
-- $ID$
-- TPC-H/TPC-R Customer Distribution Query (Q13)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
c_count,
count(*) as custdist
from
(
select
c_custkey,
count(o_orderkey)
from
customer left outer join orders on
c_custkey = o_custkey
and o_comment not like '%:1%:2%'
group by
c_custkey
) as c_orders (c_custkey, c_count)
group by
c_count
order by
custdist desc,
c_count desc;
:n -1
-- $ID$
-- TPC-H/TPC-R Promotion Effect Query (Q14)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
100.00 * sum(case
when p_type like 'PROMO%'
then l_extendedprice * (1 - l_discount)
else 0
end) / sum(l_extendedprice * (1 - l_discount)) as promo_revenue
from
lineitem,
part
where
l_partkey = p_partkey
and l_shipdate >= date ':1'
and l_shipdate < date ':1' + interval '1' month;
:n -1
-- $ID$
-- TPC-H/TPC-R Top Supplier Query (Q15)
-- Functional Query Definition
-- Approved February 1998
:x
create view revenue:s (supplier_no, total_revenue) as
select
l_suppkey,
sum(l_extendedprice * (1 - l_discount))
from
lineitem
where
l_shipdate >= date ':1'
and l_shipdate < date ':1' + interval '3' month
group by
l_suppkey;
:o
select
s_suppkey,
s_name,
s_address,
s_phone,
total_revenue
from
supplier,
revenue:s
where
s_suppkey = supplier_no
and total_revenue = (
select
max(total_revenue)
from
revenue:s
)
order by
s_suppkey;
drop view revenue:s;
:n -1
-- $ID$
-- TPC-H/TPC-R Parts/Supplier Relationship Query (Q16)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 <> ':1'
and p_type not like ':2%'
and p_size in (:3, :4, :5, :6, :7, :8, :9, :10)
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;
:n -1
-- $ID$
-- TPC-H/TPC-R Small-Quantity-Order Revenue Query (Q17)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
sum(l_extendedprice) / 7.0 as avg_yearly
from
lineitem,
part
where
p_partkey = l_partkey
and p_brand = ':1'
and p_container = ':2'
and l_quantity < (
select
0.2 * avg(l_quantity)
from
lineitem
where
l_partkey = p_partkey
);
:n -1
-- $ID$
-- TPC-H/TPC-R Large Volume Customer Query (Q18)
-- Function Query Definition
-- Approved February 1998
:x
:o
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) > :1
)
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;
:n 100
-- $ID$
-- TPC-H/TPC-R Discounted Revenue Query (Q19)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
sum(l_extendedprice* (1 - l_discount)) as revenue
from
lineitem,
part
where
(
p_partkey = l_partkey
and p_brand = ':1'
and p_container in ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')
and l_quantity >= :4 and l_quantity <= :4 + 10
and p_size between 1 and 5
and l_shipmode in ('AIR', 'AIR REG')
and l_shipinstruct = 'DELIVER IN PERSON'
)
or
(
p_partkey = l_partkey
and p_brand = ':2'
and p_container in ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')
and l_quantity >= :5 and l_quantity <= :5 + 10
and p_size between 1 and 10
and l_shipmode in ('AIR', 'AIR REG')
and l_shipinstruct = 'DELIVER IN PERSON'
)
or
(
p_partkey = l_partkey
and p_brand = ':3'
and p_container in ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')
and l_quantity >= :6 and l_quantity <= :6 + 10
and p_size between 1 and 15
and l_shipmode in ('AIR', 'AIR REG')
and l_shipinstruct = 'DELIVER IN PERSON'
);
:n -1
-- $ID$
-- TPC-H/TPC-R Potential Part Promotion Query (Q20)
-- Function Query Definition
-- Approved February 1998
:x
:o
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 ':1%'
)
and ps_availqty > (
select
0.5 * sum(l_quantity)
from
lineitem
where
l_partkey = ps_partkey
and l_suppkey = ps_suppkey
and l_shipdate >= date ':2'
and l_shipdate < date ':2' + interval '1' year
)
)
and s_nationkey = n_nationkey
and n_name = ':3'
order by
s_name;
:n -1
-- $ID$
-- TPC-H/TPC-R Suppliers Who Kept Orders Waiting Query (Q21)
-- Functional Query Definition
-- Approved February 1998
:x
:o
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 = ':1'
group by
s_name
order by
numwait desc,
s_name;
:n 100
-- $ID$
-- TPC-H/TPC-R Global Sales Opportunity Query (Q22)
-- Functional Query Definition
-- Approved February 1998
:x
:o
select
cntrycode,
count(*) as numcust,
sum(c_acctbal) as totacctbal
from
(
select
substring(c_phone from 1 for 2) as cntrycode,
c_acctbal
from
customer
where
substring(c_phone from 1 for 2) in
(':1', ':2', ':3', ':4', ':5', ':6', ':7')
and c_acctbal > (
select
avg(c_acctbal)
from
customer
where
c_acctbal > 0.00
and substring(c_phone from 1 for 2) in
(':1', ':2', ':3', ':4', ':5', ':6', ':7')
)
and not exists (
select
*
from
orders
where
o_custkey = c_custkey
)
) as custsale
group by
cntrycode
order by
cntrycode;
:n -1
from: http://blog.chinaunix.net/uid-8464637-id-2461181.html