08 September,2011 by Tom Collins
I had some requests for my set up process notes for TPC-H . Includes : Installation , Import Data, Generate Queries
This is a followup on my earlier post of SQL Server test data generation testing tools.
Install SQL Server
Download the TPCH install files from http://www.tpc.org
nstall MinGW . A GCC compiler , which includes MSYS – which are some development tools
Follow these instructions http://gibson.tagus.ist.utl.pt/mediawiki/index.php/MinGW_setup
Once you’ve compiled the dbgen.exe and qgen.exe Follow the instructions below.
In command line and in the folder containing dbgen.exe, write the following:
dbgen –s 1
This will generate 1GB of data, separated in 8 .tbl files, one for each of the TPC-H tables.
For each tbl file, create a format file to explain how it should be read. This is done with the following command (here, for instance, for the table SUPPLIER):
Note: in the bcp commands , if you’d prefer Windows Authentication use -T
bcp TPCD.dbo.SUPPLIER format nul -f SUPPLIER.fmt -S -U -P bcp TPCD.dbo.REGION format nul -f REGION.fmt -S -UsSa -Psa247perftest bcp TPCD.dbo.PART format nul -f PART.fmt -S -U -P bcp TPCD.dbo.NATION format nul -f NATION.fmt - -U -P bcp TPCD.dbo.PARTSUPP format nul -f PARTSUPP.fmt -S -U -P bcp TPCD.dbo.CUSTOMER format nul -f CUSTOMER.fmt -S -U -P bcp TPCD.dbo.ORDERS format nul -f ORDERS.fmt -S -U -P bcp TPCD.dbo.LINEITEM format nul -f LINEITEM.fmt -S -U -P
You will then be prompted by the command line to give the details of the format file. All file storage types of the fields must be given as "char", all prefix-lengths should be 0, the field lengths are automatically recognised correctly and the field terminator must be "|", except for the last field (the comment one) where it is "|\n".
bcp TPCD.dbo.SUPPLIER in supplier.tbl -f SUPPLIER.fmt -S -U -P bcp TPCD.dbo.REGION in region.tbl -f REGION.fmt -S -U -P bcp TPCD.dbo.PART in part.tbl -f PART.fmt -S -U -P bcp TPCD.dbo.NATION in nation.tbl -f NATION.fmt -S -U -P bcp TPCD.dbo.PARTSUPP in partsupp.tbl -f PARTSUPP.fmt -S -U -P bcp TPCD.dbo.CUSTOMER in customer.tbl -f CUSTOMER.fmt -S -Usa - Psa247perftest bcp TPCD.dbo.ORDERS in orders.tbl -f ORDERS.fmt -S -U -P bcp TPCD.dbo.LINEITEM in lineitem.tbl -f LINEITEM.fmt -S -U -P
The qgen tool creates the queries . But if you’re lazy – and would rather not go through the sometimes convoluted process , I’ve added the queries , for SQL Server version. The queries are generated by taking a sql template that comes with TPCH and adjusts fo SQL Server.
/* TPC_H Query 1 - */ 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 <= dateadd(dd, -90, cast('1998-12-01' as datetime)) GROUP BY L_RETURNFLAG, L_LINESTATUS ORDER BY L_RETURNFLAG,L_LINESTATUS /* TPC_H Query 2 - Minimum Cost Supplier */ SELECT TOP 100 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 /* TPC_H Query 3 - Shipping Priority */ SELECT TOP 10 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 /* TPC_H Query 4 - Order Priority Checking */ SELECT O_ORDERPRIORITY, COUNT(*) AS ORDER_COUNT FROM ORDERS WHERE O_ORDERDATE >= '1993-07-01' AND O_ORDERDATE < dateadd(mm,3, cast('1993-07-01' as datetime)) AND EXISTS (SELECT * FROM LINEITEM WHERE L_ORDERKEY = O_ORDERKEY AND L_COMMITDATE < L_RECEIPTDATE) GROUP BY O_ORDERPRIORITY ORDER BY O_ORDERPRIORITY /* TPC_H Query 5 - Local Supplier Volume */ 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 < DATEADD(YY, 1, cast('1994-01-01' as datetime)) GROUP BY N_NAME ORDER BY REVENUE DESC /* TPC_H Query 6 - Forecasting Revenue Change */ SELECT SUM(L_EXTENDEDPRICE*L_DISCOUNT) AS REVENUE FROM LINEITEM WHERE L_SHIPDATE >= '1994-01-01' AND L_SHIPDATE < dateadd(yy, 1, cast('1994-01-01' as datetime)) AND L_DISCOUNT BETWEEN .06 - 0.01 AND .06 + 0.01 AND L_QUANTITY < 24 /* TPC_H Query 7 - Volume Shipping */ 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, datepart(yy, 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 /* TPC_H Query 8 - National Market Share */ SELECT O_YEAR, SUM(CASE WHEN NATION = 'BRAZIL' THEN VOLUME ELSE 0 END)/SUM(VOLUME) AS MKT_SHARE FROM (SELECT datepart(yy,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 /* TPC_H Query 9 - Product Type Profit Measure */ SELECT NATION, O_YEAR, SUM(AMOUNT) AS SUM_PROFIT FROM (SELECT N_NAME AS NATION, datepart(yy, 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 /* TPC_H Query 10 - Returned Item Reporting */ SELECT TOP 20 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 < dateadd(mm, 3, cast('1993-10-01' as datetime)) 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 /* TPC_H Query 11 - Important Stock Identification */ 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 HAVING SUM(PS_SUPPLYCOST*PS_AVAILQTY) > (SELECT SUM(PS_SUPPLYCOST*PS_AVAILQTY) * 0.0001000000 FROM PARTSUPP, SUPPLIER, NATION WHERE PS_SUPPKEY = S_SUPPKEY AND S_NATIONKEY = N_NATIONKEY AND N_NAME = 'GERMANY') ORDER BY VALUE DESC /* TPC_H Query 12 - Shipping Modes and Order Priority */ 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 < dateadd(mm, 1, cast('1995-09-01' as datetime)) GROUP BY L_SHIPMODE ORDER BY L_SHIPMODE /* TPC_H Query 13 - Customer Distribution */ 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 '%%special%%requests%%' GROUP BY C_CUSTKEY) AS C_ORDERS (C_CUSTKEY, C_COUNT) GROUP BY C_COUNT ORDER BY CUSTDIST DESC, C_COUNT DESC /* TPC_H Query 14 - Promotion Effect */ 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 >= '1995-09-01' AND L_SHIPDATE < dateadd(mm, 1, '1995-09-01') /* TPC_H Query 15 - Create View for Top Supplier Query CREATE VIEW REVENUE0 (SUPPLIER_NO, TOTAL_REVENUE) AS SELECT L_SUPPKEY, SUM(L_EXTENDEDPRICE*(1-L_DISCOUNT)) FROM LINEITEM WHERE L_SHIPDATE >= '1996-01-01' AND L_SHIPDATE < dateadd(mm, 3, cast('1996-01-01' as datetime)) GROUP BY L_SUPPKEY GO*/ /* TPC_H Query 15 - Top Supplier */ SELECT S_SUPPKEY, S_NAME, S_ADDRESS, S_PHONE, TOTAL_REVENUE FROM SUPPLIER, REVENUE0 WHERE S_SUPPKEY = SUPPLIER_NO AND TOTAL_REVENUE = (SELECT MAX(TOTAL_REVENUE) FROM REVENUE0) ORDER BY S_SUPPKEY DROP VIEW REVENUE0 /* TPC_H Query 16 - Parts/Supplier Relationship */ 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 /* TPC_H Query 17 - Small-Quantity-Order Revenue */ 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) /* TPC_H Query 18 - Large Volume Customer */ SELECT TOP 100 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 /* TPC_H Query 19 - Discounted Revenue */ 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 <= 1 + 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 ='Brand#23' AND P_CONTAINER IN ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK') AND L_QUANTITY >=10 AND L_QUANTITY <=10 + 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 = 'Brand#34' AND P_CONTAINER IN ( 'LG CASE', 'LG BOX', 'LG PACK', 'LG PKG') AND L_QUANTITY >=20 AND L_QUANTITY <= 20 + 10 AND P_SIZE BETWEEN 1 AND 15 AND L_SHIPMODE IN ('AIR', 'AIR REG') AND L_SHIPINSTRUCT = 'DELIVER IN PERSON') /* TPC_H Query 20 - Potential Part Promotion */ 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 < dateadd(yy,1,'1994-01-01'))) AND S_NATIONKEY = N_NATIONKEY AND N_NAME = 'CANADA' ORDER BY S_NAME /* TPC_H Query 21 - Suppliers Who Kept Orders Waiting */ SELECT TOP 100 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 /* TPC_H Query 22 - Global Sales Opportunity */ SELECT CNTRYCODE, COUNT(*) AS NUMCUST, SUM(C_ACCTBAL) AS TOTACCTBAL FROM (SELECT SUBSTRING(C_PHONE,1,2) AS CNTRYCODE, C_ACCTBAL FROM CUSTOMER WHERE SUBSTRING(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 SUBSTRING(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
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