建表 dss.ddl

（由于是分析性能力测试，建表采用列存表，在TPCH的建表语句上加以修改，加上COLUMN关键字）

hdbsql HXE=> CREATE COLUMN TABLE NATION  ( N_NATIONKEY  INTEGER NOT NULL,N_NAME CHAR(25) NOT NULL,N_REGIONKEY  INTEGER NOT NULL,N_COMMENT VARCHAR(152));
0 rows affected (overall time 8699 usec; server time 4817 usec)hdbsql HXE=> CREATE COLUMN TABLE REGION  ( R_REGIONKEY  INTEGER NOT NULL,R_NAME       CHAR(25) NOT NULL,R_COMMENT    VARCHAR(152));
0 rows affected (overall time 9775 usec; server time 5806 usec)hdbsql HXE=> CREATE COLUMN TABLE PART  ( P_PARTKEY INTEGER NOT NULL,P_NAME VARCHAR(55) NOT NULL,P_MFGR CHAR(25) NOT NULL,P_BRAND CHAR(10) NOT NULL,P_TYPE VARCHAR(25) NOT NULL,P_SIZE INTEGER NOT NULL,P_CONTAINER   CHAR(10) NOT NULL,P_RETAILPRICE DECIMAL(15,2) NOT NULL,P_COMMENT     VARCHAR(23) NOT NULL );
0 rows affected (overall time 14.558 msec; server time 9483 usec)hdbsql HXE=> CREATE COLUMN TABLE SUPPLIER ( S_SUPPKEY     INTEGER NOT NULL,S_NAME        CHAR(25) NOT NULL,S_ADDRESS     VARCHAR(40) NOT NULL,S_NATIONKEY   INTEGER NOT NULL,S_PHONE       CHAR(15) NOT NULL,S_ACCTBAL     DECIMAL(15,2) NOT NULL,S_COMMENT     VARCHAR(101) NOT NULL);
0 rows affected (overall time 9628 usec; server time 5264 usec)hdbsql HXE=> CREATE COLUMN TABLE PARTSUPP ( PS_PARTKEY     INTEGER NOT NULL,PS_SUPPKEY     INTEGER NOT NULL,PS_AVAILQTY    INTEGER NOT NULL,PS_SUPPLYCOST  DECIMAL(15,2)  NOT NULL,PS_COMMENT     VARCHAR(199) NOT NULL );
0 rows affected (overall time 10.094 msec; server time 7182 usec)hdbsql HXE=> CREATE COLUMN TABLE CUSTOMER ( C_CUSTKEY     INTEGER NOT NULL,C_NAME        VARCHAR(25) NOT NULL,C_ADDRESS     VARCHAR(40) NOT NULL,C_NATIONKEY   INTEGER NOT NULL,C_PHONE       CHAR(15) NOT NULL,C_ACCTBAL     DECIMAL(15,2)   NOT NULL,C_MKTSEGMENT  CHAR(10) NOT NULL,C_COMMENT     VARCHAR(117) NOT NULL);
0 rows affected (overall time 7789 usec; server time 5056 usec)hdbsql HXE=> CREATE COLUMN TABLE ORDERS  ( O_ORDERKEY       INTEGER NOT NULL,O_CUSTKEY        INTEGER NOT NULL,O_ORDERSTATUS    CHAR(1) NOT NULL,O_TOTALPRICE     DECIMAL(15,2) NOT NULL,O_ORDERDATE      DATE NOT NULL,O_ORDERPRIORITY  CHAR(15) NOT NULL,  O_CLERK          CHAR(15) NOT NULL, O_SHIPPRIORITY   INTEGER NOT NULL,O_COMMENT        VARCHAR(79) NOT NULL);
0 rows affected (overall time 9285 usec; server time 5156 usec)hdbsql HXE=> CREATE COLUMN TABLE LINEITEM ( L_ORDERKEY    INTEGER NOT NULL,L_PARTKEY     INTEGER NOT NULL,L_SUPPKEY     INTEGER NOT NULL,L_LINENUMBER  INTEGER NOT NULL,L_QUANTITY    DECIMAL(15,2) NOT NULL,L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,L_DISCOUNT    DECIMAL(15,2) NOT NULL,L_TAX         DECIMAL(15,2) NOT NULL,L_RETURNFLAG  CHAR(1) NOT NULL,L_LINESTATUS  CHAR(1) NOT NULL,L_SHIPDATE    DATE NOT NULL,L_COMMITDATE  DATE NOT NULL,L_RECEIPTDATE DATE NOT NULL,L_SHIPINSTRUCT CHAR(25) NOT NULL,L_SHIPMODE     CHAR(10) NOT NULL,L_COMMENT      VARCHAR(44) NOT NULL);
0 rows affected (overall time 15.643 msec; server time 10.796 msec)

建主外键 dss.ri

（修改dss.ri，hana SQL语法中foreign key 后面直接接column）

hdbsql HXE=> ALTER TABLE REGION ADD PRIMARY KEY (R_REGIONKEY);
0 rows affected (overall time 19.003 msec; server time 14.723 msec)hdbsql HXE=> ALTER TABLE NATION ADD PRIMARY KEY (N_NATIONKEY);
0 rows affected (overall time 19.932 msec; server time 17.186 msec)hdbsql HXE=> ALTER TABLE NATION ADD FOREIGN KEY (N_REGIONKEY) references REGION;
0 rows affected (overall time 43.079 msec; server time 40.237 msec)hdbsql HXE=> ALTER TABLE PART ADD PRIMARY KEY (P_PARTKEY);
0 rows affected (overall time 22.142 msec; server time 19.043 msec)hdbsql HXE=> ALTER TABLE SUPPLIER ADD PRIMARY KEY (S_SUPPKEY);
0 rows affected (overall time 20.109 msec; server time 15.977 msec)hdbsql HXE=> ALTER TABLE SUPPLIER ADD FOREIGN KEY (S_NATIONKEY) references NATION;
0 rows affected (overall time 39.971 msec; server time 35.834 msec)hdbsql HXE=> ALTER TABLE PARTSUPP ADD PRIMARY KEY (PS_PARTKEY,PS_SUPPKEY);
0 rows affected (overall time 19.947 msec; server time 14.871 msec)hdbsql HXE=> ALTER TABLE CUSTOMER ADD PRIMARY KEY (C_CUSTKEY);
0 rows affected (overall time 15.142 msec; server time 11.905 msec)hdbsql HXE=> ALTER TABLE CUSTOMER ADD FOREIGN KEY (C_NATIONKEY) references NATION;
0 rows affected (overall time 40.383 msec; server time 36.351 msec)hdbsql HXE=> ALTER TABLE LINEITEM ADD PRIMARY KEY (L_ORDERKEY,L_LINENUMBER);
0 rows affected (overall time 21.744 msec; server time 18.689 msec)hdbsql HXE=> ALTER TABLE ORDERS ADD PRIMARY KEY (O_ORDERKEY);
0 rows affected (overall time 17.907 msec; server time 14.906 msec)hdbsql HXE=> ALTER TABLE PARTSUPP ADD FOREIGN KEY (PS_SUPPKEY) references SUPPLIER;
0 rows affected (overall time 42.365 msec; server time 38.365 msec)hdbsql HXE=> ALTER TABLE PARTSUPP ADD FOREIGN KEY (PS_PARTKEY) references PART;
0 rows affected (overall time 41.635 msec; server time 37.584 msec)hdbsql HXE=> ALTER TABLE ORDERS ADD FOREIGN KEY  (O_CUSTKEY) references CUSTOMER;
0 rows affected (overall time 49.805 msec; server time 45.456 msec)hdbsql HXE=> ALTER TABLE LINEITEM ADD FOREIGN KEY (L_ORDERKEY)  references ORDERS;
0 rows affected (overall time 54.454 msec; server time 51.751 msec)hdbsql HXE=> ALTER TABLE LINEITEM ADD FOREIGN KEY  (L_PARTKEY,L_SUPPKEY) references PARTSUPP;
0 rows affected (overall time 51.450 msec; server time 47.448 msec)

修改源数据，去掉最后面的 “ | ”

（创建data目录，本次测试目录为/hana/2.18.0_rc2/dbgen/data）

for i in `ls *.tbl`do name="data/$i" echo $name `touch $name` `chmod 777 $name` sed 's/|$//' $i >> $name;done

导入数据

先调整参数

hdbsql HXE=> ALTER SYSTEM ALTER CONFIGURATION ('indexserver.ini', 'system') set ('import_export', 'enable_csv_import_path_filter') = 'false' with reconfigure;
0 rows affected (overall time 131.435 msec; server time 129.184 msec)hdbsql HXE=> ALTER SYSTEM ALTER CONFIGURATION ('indexserver.ini', 'system') set ('import_export', 'csv_import_path_filter') = '/hana/2.18.0_rc2/dbgen/data' with reconfigure ;
0 rows affected (overall time 92.766 msec; server time 90.351 msec)

再插入数据

hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/region.tbl' into region with record DELIMITED BY '\n' FIELD DELIMITED BY '|';
0 rows affected (overall time 14.065 msec; server time 10.697 msec)hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/nation.tbl' into nation with record DELIMITED BY '\n' FIELD DELIMITED BY '|';
0 rows affected (overall time 14.074 msec; server time 10.888 msec)hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/part.tbl' into part with record DELIMITED BY '\n' FIELD DELIMITED BY '|';
0 rows affected (overall time 2850.458 msec; server time 2833.533 msec)hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/supplier.tbl' into supplier with record DELIMITED BY '\n' FIELD DELIMITED BY '|' threads 10;
0 rows affected (overall time 55.316 msec; server time 50.356 msec)hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/partsupp.tbl' into partsupp with record DELIMITED BY '\n' FIELD DELIMITED BY '|' threads 10;
0 rows affected (overall time 4525.503 msec; server time 4512.291 msec)hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/customer.tbl' into customer with record DELIMITED BY '\n' FIELD DELIMITED BY '|' threads 10;
0 rows affected (overall time 651.474 msec; server time 631.496 msec)hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/lineitem.tbl' into lineitem with record DELIMITED BY '\n' FIELD DELIMITED BY '|' threads 10;
0 rows affected (overall time 45.067485 sec; server time 45.056873 sec)hdbsql HXE=> import from csv file '/hana/2.18.0_rc2/dbgen/data/orders.tbl' into orders with record DELIMITED BY '\n' FIELD DELIMITED BY '|' threads 10;
0 rows affected (overall time 13.456027 sec; server time 13.443088 sec)

生成query

mkdir queryfor q in `seq 1 22`
do
DSS_QUERY=queries ./qgen -s 10 $q > query/$q.sql
sed 's/^select/explain select/' query/$q.sql > query/$q.explain.sql
done

修改22条SQL，符合HANA支持的语法

22条SQL--第1条selectl_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
fromlineitem
wherel_shipdate <= date '1998-09-01'
group byl_returnflag,l_linestatus
order byl_returnflag,l_linestatus;--第2条selects_acctbal,s_name,n_name,p_partkey,p_mfgr,s_address,s_phone,s_comment
frompart,supplier,partsupp,nation,region
wherep_partkey = ps_partkeyand s_suppkey = ps_suppkeyand p_size = 15and p_type like '%COPPER'and s_nationkey = n_nationkeyand n_regionkey = r_regionkeyand r_name = 'AFRICA'and ps_supplycost = (selectmin(ps_supplycost)frompartsupp,supplier,nation,regionwherep_partkey = ps_partkeyand s_suppkey = ps_suppkeyand s_nationkey = n_nationkeyand n_regionkey = r_regionkeyand r_name = 'AFRICA')
order bys_acctbal desc,n_name,s_name,p_partkey
limit 100;--第3条selectl_orderkey,sum(l_extendedprice * (1 - l_discount)) as revenue,o_orderdate,o_shippriority
fromcustomer,orders,lineitem
wherec_mktsegment = 'BUILDING'and c_custkey = o_custkeyand l_orderkey = o_orderkeyand o_orderdate < date '1995-03-6'and l_shipdate > date '1995-03-6'
group byl_orderkey,o_orderdate,o_shippriority
order byrevenue desc,o_orderdate
limit 10;--第4条selecto_orderpriority,count(*) as order_count
fromorders
whereo_orderdate >= date '1993-12-01'and o_orderdate < date '1994-03-01'and exists (select*fromlineitemwherel_orderkey = o_orderkeyand l_commitdate < l_receiptdate)
group byo_orderpriority
order byo_orderpriority;--第5条selectn_name,sum(l_extendedprice * (1 - l_discount)) as revenue
fromcustomer,orders,lineitem,supplier,nation,region
wherec_custkey = o_custkeyand l_orderkey = o_orderkeyand l_suppkey = s_suppkeyand c_nationkey = s_nationkeyand s_nationkey = n_nationkeyand n_regionkey = r_regionkeyand r_name = 'ASIA'and o_orderdate >= date '1996-01-01'and o_orderdate < date '1997-01-01'
group byn_name
order byrevenue desc;--第6条selectsum(l_extendedprice * l_discount) as revenue
fromlineitem
wherel_shipdate >= date '1996-01-01'and l_shipdate < date '1997-01-01'and l_discount between 0.07 - 0.01 and 0.07 + 0.01and l_quantity < 24;--第7条selectsupp_nation,cust_nation,l_year,sum(volume) as revenue
from(selectn1.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 volumefromsupplier,lineitem,orders,customer,nation n1,nation n2wheres_suppkey = l_suppkeyand o_orderkey = l_orderkeyand c_custkey = o_custkeyand s_nationkey = n1.n_nationkeyand c_nationkey = n2.n_nationkeyand ((n1.n_name = 'PERU' and n2.n_name = 'BRAZIL')or (n1.n_name = 'BRAZIL' and n2.n_name = 'PERU'))and l_shipdate between date '1995-01-01' and date '1996-12-31') as shipping
group bysupp_nation,cust_nation,l_year
order bysupp_nation,cust_nation,l_year;--第8条selecto_year,sum(casewhen nation = 'BRAZIL' then volumeelse 0end) / sum(volume) as mkt_share
from(selectextract(year from o_orderdate) as o_year,l_extendedprice * (1 - l_discount) as volume,n2.n_name as nationfrompart,supplier,lineitem,orders,customer,nation n1,nation n2,regionwherep_partkey = l_partkeyand s_suppkey = l_suppkeyand l_orderkey = o_orderkeyand o_custkey = c_custkeyand c_nationkey = n1.n_nationkeyand n1.n_regionkey = r_regionkeyand r_name = 'AMERICA'and s_nationkey = n2.n_nationkeyand o_orderdate between date '1995-01-01' and date '1996-12-31'and p_type = 'PROMO BURNISHED NICKEL') as all_nations
group byo_year
order byo_year;--第9条selectnation,o_year,sum(amount) as sum_profit
from(selectn_name as nation,extract(year from o_orderdate) as o_year,l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity as amountfrompart,supplier,lineitem,partsupp,orders,nationwheres_suppkey = l_suppkeyand ps_suppkey = l_suppkeyand ps_partkey = l_partkeyand p_partkey = l_partkeyand o_orderkey = l_orderkeyand s_nationkey = n_nationkeyand p_name like '%smoke%') as profit
group bynation,o_year
order bynation,o_year desc;--第10条selectc_custkey,c_name,sum(l_extendedprice * (1 - l_discount)) as revenue,c_acctbal,n_name,c_address,c_phone,c_comment
fromcustomer,orders,lineitem,nation
wherec_custkey = o_custkeyand l_orderkey = o_orderkeyand o_orderdate >= date '1993-07-01'and o_orderdate < date '1993-10-01'and l_returnflag = 'R'and c_nationkey = n_nationkey
group byc_custkey,c_name,c_acctbal,c_phone,n_name,c_address,c_comment
order byrevenue desc
limit 20;--第11条 查出来为空selectps_partkey,sum(ps_supplycost * ps_availqty) as value
frompartsupp,supplier,nation
whereps_suppkey = s_suppkeyand s_nationkey = n_nationkeyand n_name = 'PERU'
group byps_partkey havingsum(ps_supplycost * ps_availqty) > (selectsum(ps_supplycost * ps_availqty) * 0.00001frompartsupp,supplier,nationwhereps_suppkey = s_suppkeyand s_nationkey = n_nationkeyand n_name = 'PERU')
order byvalue desc;ALGERIA,ARGENTINA,BRAZIL,CANADA,EGYPT,ETHIOPIA,FRANCE,GERMANY,INDIA,INDONESIA,IRAN,IRAQ,JAPAN,JORDAN,KENYA,MOROCCO,MOZAMBIQUE,PERU,CHINA,ROMANIA,SAUDI ARABIA,VIETNAM,RUSSIA,UNITED KINGDOM,UNITED STATES--第12条selectl_shipmode,sum(casewhen o_orderpriority = '1-URGENT'or o_orderpriority = '2-HIGH'then 1else 0end) as high_line_count,sum(casewhen o_orderpriority <> '1-URGENT'and o_orderpriority <> '2-HIGH'then 1else 0end) as low_line_count
fromorders,lineitem
whereo_orderkey = l_orderkeyand l_shipmode in ('TRUCK', 'MAIL')and l_commitdate < l_receiptdateand l_shipdate < l_commitdateand l_receiptdate >= date '1996-01-01'and l_receiptdate < date '1997-01-01'
group byl_shipmode
order byl_shipmode;--第13条selectc_count,count(*) as custdist
from(selectc_custkey,count(o_orderkey) as c_countfromcustomer left outer join orders onc_custkey = o_custkeyand o_comment not like '%unusual%accounts%'group byc_custkey) as c_orders
group byc_count
order bycustdist desc,c_count desc;--第14条select100.00 * sum(casewhen p_type like 'PROMO%'then l_extendedprice * (1 - l_discount)else 0end) / sum(l_extendedprice * (1 - l_discount)) as promo_revenue
fromlineitem,part
wherel_partkey = p_partkeyand l_shipdate >= date '1996-05-01'and l_shipdate < date '1996-06-01';--第15条
create view revenue0 (supplier_no, total_revenue) asselectl_suppkey,sum(l_extendedprice * (1 - l_discount))fromlineitemwherel_shipdate >= date '1996-07-01'and l_shipdate < date '1996-10-01'group byl_suppkey;selects_suppkey,s_name,s_address,s_phone,total_revenue
fromsupplier,revenue0
wheres_suppkey = supplier_noand total_revenue = (selectmax(total_revenue)fromrevenue0)
order bys_suppkey;drop view revenue0;--第16条selectp_brand,p_type,p_size,count(distinct ps_suppkey) as supplier_cnt
frompartsupp,part
wherep_partkey = ps_partkeyand p_brand <> 'Brand#33'and p_type not like 'STANDARD PLATED%'and p_size in (11, 41, 13, 21, 37, 29, 49, 38)and ps_suppkey not in (selects_suppkeyfromsupplierwheres_comment like '%Customer%Complaints%')
group byp_brand,p_type,p_size
order bysupplier_cnt desc,p_brand,p_type,p_size;--第17条
selectsum(l_extendedprice) / 7.0 as avg_yearly
fromlineitem,part
wherep_partkey = l_partkeyand p_brand = 'Brand#31'and p_container = 'LG CASE'and l_quantity < (select0.2 * avg(l_quantity)fromlineitemwherel_partkey = p_partkey);--第18条
selectc_name,c_custkey,o_orderkey,o_orderdate,o_totalprice,sum(l_quantity)
fromcustomer,orders,lineitem
whereo_orderkey in (selectl_orderkeyfromlineitemgroup byl_orderkey havingsum(l_quantity) > 312)and c_custkey = o_custkeyand o_orderkey = l_orderkey
group byc_name,c_custkey,o_orderkey,o_orderdate,o_totalprice
order byo_totalprice desc,o_orderdate
limit 100;--第19条selectsum(l_extendedprice* (1 - l_discount)) as revenue
fromlineitem,part
where(p_partkey = l_partkeyand p_brand = 'Brand#24'and p_container in ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')and l_quantity >= 10 and l_quantity <= 10 + 10and p_size between 1 and 5and l_shipmode in ('AIR', 'AIR REG')and l_shipinstruct = 'DELIVER IN PERSON')or(p_partkey = l_partkeyand p_brand = 'Brand#22'and p_container in ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')and l_quantity >= 17 and l_quantity <= 17 + 10and p_size between 1 and 10and l_shipmode in ('AIR', 'AIR REG')and l_shipinstruct = 'DELIVER IN PERSON')or(p_partkey = l_partkeyand p_brand = 'Brand#43'and p_container in ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')and l_quantity >= 27 and l_quantity <= 27 + 10and p_size between 1 and 15and l_shipmode in ('AIR', 'AIR REG')and l_shipinstruct = 'DELIVER IN PERSON');--第20条
selects_name,s_address
fromsupplier,nation
wheres_suppkey in (selectps_suppkeyfrompartsuppwhereps_partkey in (selectp_partkeyfrompartwherep_name like 'saddle%')and ps_availqty > (select0.5 * sum(l_quantity)fromlineitemwherel_partkey = ps_partkeyand l_suppkey = ps_suppkeyand l_shipdate >= date '1994-01-01'and l_shipdate < date '1995-01-01'))and s_nationkey = n_nationkeyand n_name = 'INDONESIA'
order bys_name;--第21条selects_name,count(*) as numwait
fromsupplier,lineitem l1,orders,nation
wheres_suppkey = l1.l_suppkeyand o_orderkey = l1.l_orderkeyand o_orderstatus = 'F'and l1.l_receiptdate > l1.l_commitdateand exists (select*fromlineitem l2wherel2.l_orderkey = l1.l_orderkeyand l2.l_suppkey <> l1.l_suppkey)and not exists (select*fromlineitem l3wherel3.l_orderkey = l1.l_orderkeyand l3.l_suppkey <> l1.l_suppkeyand l3.l_receiptdate > l3.l_commitdate)and s_nationkey = n_nationkeyand n_name = 'ETHIOPIA'
group bys_name
order bynumwait desc,s_name
limit 100;--第22条selectcntrycode,count(*) as numcust,sum(c_acctbal) as totacctbal
from(selectsubstring(c_phone,1,2) as cntrycode,c_acctbalfromcustomerwheresubstring(c_phone, 1 , 2) in('19', '28', '23', '34', '11', '14', '32')and c_acctbal > (selectavg(c_acctbal)fromcustomerwherec_acctbal > 0.00and substring(c_phone,1,2) in('19', '28', '23', '34', '11', '14', '32'))and not exists (select*fromorderswhereo_custkey = c_custkey)) as custsale
group bycntrycode
order bycntrycode;

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HANA TPCH测试

建表 dss.ddl

建主外键 dss.ri

修改源数据，去掉最后面的 “ | ”

导入数据

先调整参数

再插入数据

生成query

修改22条SQL，符合HANA支持的语法

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