mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-15 12:14:18 +00:00
Update TPC-H docs
This commit is contained in:
Robert Schulze
parent
3ceb3b92bd
commit
036f475755
@ -10,12 +10,15 @@ A popular benchmark which models the internal data warehouse of a wholesale supp
|
||||
The data is stored into a 3rd normal form representation, requiring lots of joins at query runtime.
|
||||
Despite its age and its unrealistic assumption that the data is uniformly and independently distributed, TPC-H remains the most popular OLAP benchmark to date.
|
||||
|
||||
References
|
||||
**References**
|
||||
|
||||
- [TPC-H](https://www.tpc.org/tpc_documents_current_versions/current_specifications5.asp)
|
||||
- [New TPC Benchmarks for Decision Support and Web Commerce](https://doi.org/10.1145/369275.369291) (Poess et. al., 2000)
|
||||
- [TPC-H Analyzed: Hidden Messages and Lessons Learned from an Influential Benchmark](https://doi.org/10.1007/978-3-319-04936-6_5) (Boncz et. al.), 2013
|
||||
- [Quantifying TPC-H Choke Points and Their Optimizations](https://doi.org/10.14778/3389133.3389138) (Dresseler et. al.), 2020
|
||||
|
||||
## Data Generation and Import
|
||||
|
||||
First, checkout the TPC-H repository and compile the data generator:
|
||||
|
||||
``` bash
|
||||
@ -30,7 +33,8 @@ Then, generate the data. Parameter `-s` specifies the scale factor. For example,
|
||||
./dbgen -s 100
|
||||
```
|
||||
|
||||
Now create tables in ClickHouse:
|
||||
Now create tables in ClickHouse. Note that we stick to the rules of the TPC-H benchmark and create primary key constraints only for the
|
||||
columns mentioned in section 1.4.2.2 of the the TPC-H specification.
|
||||
|
||||
```sql
|
||||
CREATE TABLE nation (
|
||||
@ -38,13 +42,13 @@ CREATE TABLE nation (
|
||||
n_name String,
|
||||
n_regionkey Int32,
|
||||
n_comment String)
|
||||
ORDER BY (n_regionkey, n_name);
|
||||
ORDER BY (n_nationkey);
|
||||
|
||||
CREATE TABLE region (
|
||||
r_regionkey Int32,
|
||||
r_name String,
|
||||
r_comment String)
|
||||
ORDER BY (r_name);
|
||||
ORDER BY (r_regionkey);
|
||||
|
||||
CREATE TABLE part (
|
||||
p_partkey Int32,
|
||||
@ -56,7 +60,7 @@ CREATE TABLE part (
|
||||
p_container String,
|
||||
p_retailprice Decimal(15,2),
|
||||
p_comment String)
|
||||
ORDER BY (p_mfgr, p_brand, p_type, p_name);
|
||||
ORDER BY (p_partkey);
|
||||
|
||||
CREATE TABLE supplier (
|
||||
s_suppkey Int32,
|
||||
@ -66,7 +70,7 @@ CREATE TABLE supplier (
|
||||
s_phone String,
|
||||
s_acctbal Decimal(15,2),
|
||||
s_comment String)
|
||||
ORDER BY (s_nationkey, s_address, s_name);
|
||||
ORDER BY (s_suppkey);
|
||||
|
||||
CREATE TABLE partsupp (
|
||||
ps_partkey Int32,
|
||||
@ -74,7 +78,7 @@ CREATE TABLE partsupp (
|
||||
ps_availqty Int32,
|
||||
ps_supplycost Decimal(15,2),
|
||||
ps_comment String)
|
||||
ORDER BY (ps_suppkey, ps_availqty, ps_supplycost, ps_partkey);
|
||||
ORDER BY (ps_partkey, ps_suppkey);
|
||||
|
||||
CREATE TABLE customer (
|
||||
c_custkey Int32,
|
||||
@ -85,7 +89,7 @@ CREATE TABLE customer (
|
||||
c_acctbal Decimal(15,2),
|
||||
c_mktsegment String,
|
||||
c_comment String)
|
||||
ORDER BY (c_nationkey, c_mktsegment, c_address, c_name, c_custkey);
|
||||
ORDER BY (c_custkey);
|
||||
|
||||
CREATE TABLE orders (
|
||||
o_orderkey Int32,
|
||||
@ -97,7 +101,10 @@ CREATE TABLE orders (
|
||||
o_clerk String,
|
||||
o_shippriority Int32,
|
||||
o_comment String)
|
||||
ORDER BY (o_orderdate, o_orderstatus, o_custkey);
|
||||
ORDER BY (o_orderkey);
|
||||
-- The following is an alternative order key which is not compliant with the official TPC-H rules but recommended by sec. 4.5 in
|
||||
-- "Quantifying TPC-H Choke Points and Their Optimizations":
|
||||
-- ORDER BY (o_orderdate, o_orderkey);
|
||||
|
||||
CREATE TABLE lineitem (
|
||||
l_orderkey Int32,
|
||||
@ -116,7 +123,10 @@ CREATE TABLE lineitem (
|
||||
l_shipinstruct String,
|
||||
l_shipmode String,
|
||||
l_comment String)
|
||||
ORDER BY (l_suppkey, l_partkey, l_shipdate, l_commitdate, l_receiptdate);
|
||||
ORDER BY (l_orderkey, l_linenumber);
|
||||
-- The following is an alternative order key which is not compliant with the official TPC-H rules but recommended by sec. 4.5 in
|
||||
-- "Quantifying TPC-H Choke Points and Their Optimizations":
|
||||
-- ORDER BY (l_shipdate, l_orderkey, l_linenumber);
|
||||
```
|
||||
|
||||
The data can be imported as follows:
|
||||
@ -127,19 +137,21 @@ clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO region FORMAT
|
||||
clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO part FORMAT CSV" < part.tbl
|
||||
clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO supplier FORMAT CSV" < supplier.tbl
|
||||
clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO partsupp FORMAT CSV" < partsupp.tbl
|
||||
clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO customers FORMAT CSV" < customers.tbl
|
||||
clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO customer FORMAT CSV" < customer.tbl
|
||||
clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO orders FORMAT CSV" < orders.tbl
|
||||
clickhouse-client --format_csv_delimiter '|' --query "INSERT INTO lineitem FORMAT CSV" < lineitem.tbl
|
||||
```
|
||||
|
||||
The queries are generated by `./qgen -s <scaling_factor>`. Example queries for `s = 100`:
|
||||
|
||||
## Queries
|
||||
|
||||
::::warning
|
||||
TPC-H makes heavy use of correlated subqueries which are at the time of writing (September 2024) not supported by ClickHouse ([issue #6697](https://github.com/ClickHouse/ClickHouse/issues/6697)).
|
||||
TPC-H makes heavy use of correlated subqueries which are at the time of writing (October 2024) not supported by ClickHouse ([issue #6697](https://github.com/ClickHouse/ClickHouse/issues/6697)).
|
||||
As a result, many of below benchmark queries will fail with errors.
|
||||
::::
|
||||
|
||||
Q1
|
||||
**Q1**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -156,7 +168,7 @@ SELECT
|
||||
FROM
|
||||
lineitem
|
||||
WHERE
|
||||
l_shipdate <= date '1998-12-01' - interval '100' day
|
||||
l_shipdate <= date '1998-12-01' - INTERVAL '90' DAY
|
||||
GROUP BY
|
||||
l_returnflag,
|
||||
l_linestatus
|
||||
@ -165,7 +177,7 @@ ORDER BY
|
||||
l_linestatus;
|
||||
```
|
||||
|
||||
Q2
|
||||
**Q2**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -186,11 +198,11 @@ FROM
|
||||
WHERE
|
||||
p_partkey = ps_partkey
|
||||
AND s_suppkey = ps_suppkey
|
||||
AND p_size = 21
|
||||
AND p_type LIKE '%COPPER'
|
||||
AND p_size = 15
|
||||
AND p_type LIKE '%BRASS'
|
||||
AND s_nationkey = n_nationkey
|
||||
AND n_regionkey = r_regionkey
|
||||
AND r_name = 'AMERICA'
|
||||
AND r_name = 'EUROPE'
|
||||
AND ps_supplycost = (
|
||||
SELECT
|
||||
min(ps_supplycost)
|
||||
@ -204,17 +216,16 @@ WHERE
|
||||
AND s_suppkey = ps_suppkey
|
||||
AND s_nationkey = n_nationkey
|
||||
AND n_regionkey = r_regionkey
|
||||
AND r_name = 'AMERICA'
|
||||
AND r_name = 'EUROPE'
|
||||
)
|
||||
ORDER BY
|
||||
s_acctbal desc,
|
||||
s_acctbal DESC,
|
||||
n_name,
|
||||
s_name,
|
||||
p_partkey
|
||||
LIMIT 100;
|
||||
p_partkey;
|
||||
```
|
||||
|
||||
Q3
|
||||
**Q3**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -230,19 +241,18 @@ WHERE
|
||||
c_mktsegment = 'BUILDING'
|
||||
AND c_custkey = o_custkey
|
||||
AND l_orderkey = o_orderkey
|
||||
AND o_orderdate < date '1995-03-10'
|
||||
AND l_shipdate > date '1995-03-10'
|
||||
AND o_orderdate < date '1995-03-15'
|
||||
AND l_shipdate > date '1995-03-15'
|
||||
GROUP BY
|
||||
l_orderkey,
|
||||
o_orderdate,
|
||||
o_shippriority
|
||||
ORDER BY
|
||||
revenue desc,
|
||||
o_orderdate
|
||||
LIMIT 10;
|
||||
revenue DESC,
|
||||
o_orderdate;
|
||||
```
|
||||
|
||||
Q4
|
||||
**Q4**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -251,8 +261,8 @@ SELECT
|
||||
FROM
|
||||
orders
|
||||
WHERE
|
||||
o_orderdate >= date '1994-07-01'
|
||||
AND o_orderdate < date '1994-07-01' + interval '3' month
|
||||
o_orderdate >= date '1993-07-01'
|
||||
AND o_orderdate < date '1993-07-01' + INTERVAL '3' MONTH
|
||||
AND EXISTS (
|
||||
SELECT
|
||||
*
|
||||
@ -268,7 +278,7 @@ ORDER BY
|
||||
o_orderpriority;
|
||||
```
|
||||
|
||||
Q5
|
||||
**Q5**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -288,16 +298,16 @@ WHERE
|
||||
AND c_nationkey = s_nationkey
|
||||
AND s_nationkey = n_nationkey
|
||||
AND n_regionkey = r_regionkey
|
||||
AND r_name = 'MIDDLE EAST'
|
||||
AND r_name = 'ASIA'
|
||||
AND o_orderdate >= date '1994-01-01'
|
||||
AND o_orderdate < date '1994-01-01' + interval '1' year
|
||||
AND o_orderdate < date '1994-01-01' + INTERVAL '1' year
|
||||
GROUP BY
|
||||
n_name
|
||||
ORDER BY
|
||||
revenue desc;
|
||||
revenue DESC;
|
||||
```
|
||||
|
||||
Q6
|
||||
**Q6**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -306,12 +316,12 @@ FROM
|
||||
lineitem
|
||||
WHERE
|
||||
l_shipdate >= date '1994-01-01'
|
||||
AND l_shipdate < date '1994-01-01' + interval '1' year
|
||||
AND l_discount between 0.09 - 0.01 AND 0.09 + 0.01
|
||||
AND l_shipdate < date '1994-01-01' + INTERVAL '1' year
|
||||
AND l_discount BETWEEN 0.06 - 0.01 AND 0.06 + 0.01
|
||||
AND l_quantity < 24;
|
||||
```
|
||||
|
||||
Q7
|
||||
**Q7**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -319,31 +329,30 @@ SELECT
|
||||
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 = 'UNITED KINGDOM' AND n2.n_name = 'ETHIOPIA')
|
||||
OR (n1.n_name = 'ETHIOPIA' AND n2.n_name = 'UNITED KINGDOM')
|
||||
)
|
||||
AND l_shipdate between date '1995-01-01' AND date '1996-12-31'
|
||||
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 = 'FRANCE' AND n2.n_name = 'GERMANY')
|
||||
OR (n1.n_name = 'GERMANY' AND n2.n_name = 'FRANCE')
|
||||
)
|
||||
AND l_shipdate BETWEEN date '1995-01-01' AND date '1996-12-31'
|
||||
) AS shipping
|
||||
GROUP BY
|
||||
supp_nation,
|
||||
@ -355,41 +364,41 @@ ORDER BY
|
||||
l_year;
|
||||
```
|
||||
|
||||
Q8
|
||||
**Q8**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
o_year,
|
||||
sum(CASE
|
||||
WHEN nation = 'ETHIOPIA' 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 = 'AFRICA'
|
||||
AND s_nationkey = n2.n_nationkey
|
||||
AND o_orderdate between date '1995-01-01' AND date '1996-12-31'
|
||||
AND p_type = 'SMALL POLISHED TIN'
|
||||
WHEN nation = 'BRAZIL'
|
||||
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 = 'AMERICA'
|
||||
AND s_nationkey = n2.n_nationkey
|
||||
AND o_orderdate BETWEEN date '1995-01-01' AND date '1996-12-31'
|
||||
AND p_type = 'ECONOMY ANODIZED STEEL'
|
||||
) AS all_nations
|
||||
GROUP BY
|
||||
o_year
|
||||
@ -397,44 +406,43 @@ ORDER BY
|
||||
o_year;
|
||||
```
|
||||
|
||||
Q9
|
||||
**Q9**
|
||||
|
||||
```sql
|
||||
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 '%drab%'
|
||||
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 '%green%'
|
||||
) AS profit
|
||||
GROUP BY
|
||||
nation,
|
||||
o_year
|
||||
ORDER BY
|
||||
nation,
|
||||
o_year desc;
|
||||
o_year DESC;
|
||||
```
|
||||
|
||||
Q10
|
||||
**Q10**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -454,8 +462,8 @@ FROM
|
||||
WHERE
|
||||
c_custkey = o_custkey
|
||||
AND l_orderkey = o_orderkey
|
||||
AND o_orderdate >= date '1993-06-01'
|
||||
AND o_orderdate < date '1993-06-01' + interval '3' month
|
||||
AND o_orderdate >= date '1993-10-01'
|
||||
AND o_orderdate < date '1993-10-01' + INTERVAL '3' MONTH
|
||||
AND l_returnflag = 'R'
|
||||
AND c_nationkey = n_nationkey
|
||||
GROUP BY
|
||||
@ -467,11 +475,10 @@ GROUP BY
|
||||
c_address,
|
||||
c_comment
|
||||
ORDER BY
|
||||
revenue desc
|
||||
LIMIT 20;
|
||||
revenue DESC;
|
||||
```
|
||||
|
||||
Q11
|
||||
**Q11**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -484,12 +491,12 @@ FROM
|
||||
WHERE
|
||||
ps_suppkey = s_suppkey
|
||||
AND s_nationkey = n_nationkey
|
||||
AND n_name = 'MOZAMBIQUE'
|
||||
AND n_name = 'GERMANY'
|
||||
GROUP BY
|
||||
ps_partkey having
|
||||
ps_partkey HAVING
|
||||
sum(ps_supplycost * ps_availqty) > (
|
||||
SELECT
|
||||
sum(ps_supplycost * ps_availqty) * 0.0000010000
|
||||
sum(ps_supplycost * ps_availqty) * 0.0001
|
||||
FROM
|
||||
partsupp,
|
||||
supplier,
|
||||
@ -497,89 +504,88 @@ GROUP BY
|
||||
WHERE
|
||||
ps_suppkey = s_suppkey
|
||||
AND s_nationkey = n_nationkey
|
||||
AND n_name = 'MOZAMBIQUE'
|
||||
AND n_name = 'GERMANY'
|
||||
)
|
||||
ORDER BY
|
||||
value desc;
|
||||
value DESC;
|
||||
```
|
||||
|
||||
Q12
|
||||
**Q12**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
l_shipmode,
|
||||
sum(CASE
|
||||
WHEN o_orderpriority = '1-URGENT'
|
||||
OR o_orderpriority = '2-HIGH'
|
||||
WHEN o_orderpriority = '1-URGENT'
|
||||
OR o_orderpriority = '2-HIGH'
|
||||
THEN 1
|
||||
ELSE 0
|
||||
END) AS high_line_count,
|
||||
ELSE 0
|
||||
END) AS high_line_count,
|
||||
sum(CASE
|
||||
WHEN o_orderpriority <> '1-URGENT'
|
||||
AND o_orderpriority <> '2-HIGH'
|
||||
AND o_orderpriority <> '2-HIGH'
|
||||
THEN 1
|
||||
ELSE 0
|
||||
END) AS low_line_count
|
||||
END) AS low_line_count
|
||||
FROM
|
||||
orders,
|
||||
lineitem
|
||||
WHERE
|
||||
o_orderkey = l_orderkey
|
||||
AND l_shipmode in ('MAIL', 'AIR')
|
||||
AND l_shipmode in ('MAIL', 'SHIP')
|
||||
AND l_commitdate < l_receiptdate
|
||||
AND l_shipdate < l_commitdate
|
||||
AND l_receiptdate >= date '1996-01-01'
|
||||
AND l_receiptdate < date '1996-01-01' + interval '1' year
|
||||
AND l_receiptdate >= date '1994-01-01'
|
||||
AND l_receiptdate < date '1994-01-01' + INTERVAL '1' year
|
||||
GROUP BY
|
||||
l_shipmode
|
||||
ORDER BY
|
||||
l_shipmode;
|
||||
```
|
||||
|
||||
Q13
|
||||
**Q13**
|
||||
|
||||
```sql
|
||||
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%deposits%'
|
||||
GROUP BY
|
||||
c_custkey
|
||||
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
|
||||
GROUP BY
|
||||
c_count
|
||||
ORDER BY
|
||||
custdist desc,
|
||||
c_count desc;
|
||||
custdist DESC,
|
||||
c_count DESC;
|
||||
```
|
||||
|
||||
Q14
|
||||
**Q14**
|
||||
|
||||
```sql
|
||||
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
|
||||
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 '1996-10-01'
|
||||
AND l_shipdate < date '1996-10-01' + interval '1' month;
|
||||
AND l_shipdate >= date '1995-09-01'
|
||||
AND l_shipdate < date '1995-09-01' + INTERVAL '1' MONTH;
|
||||
```
|
||||
|
||||
Q15
|
||||
**Q15**
|
||||
|
||||
```sql
|
||||
CREATE VIEW revenue0 (supplier_no, total_revenue) AS
|
||||
@ -589,8 +595,8 @@ CREATE VIEW revenue0 (supplier_no, total_revenue) AS
|
||||
FROM
|
||||
lineitem
|
||||
WHERE
|
||||
l_shipdate >= date '1997-06-01'
|
||||
AND l_shipdate < date '1997-06-01' + interval '3' month
|
||||
l_shipdate >= date '1996-01-01'
|
||||
AND l_shipdate < date '1996-01-01' + INTERVAL '3' MONTH
|
||||
GROUP BY
|
||||
l_suppkey;
|
||||
|
||||
@ -617,7 +623,7 @@ ORDER BY
|
||||
DROP VIEW revenue0;
|
||||
```
|
||||
|
||||
Q16
|
||||
**Q16**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -630,9 +636,9 @@ FROM
|
||||
part
|
||||
WHERE
|
||||
p_partkey = ps_partkey
|
||||
AND p_brand <> 'Brand#15'
|
||||
AND p_type NOT LIKE 'SMALL POLISHED%'
|
||||
AND p_size in (21, 9, 46, 34, 50, 33, 17, 36)
|
||||
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
|
||||
@ -646,13 +652,13 @@ GROUP BY
|
||||
p_type,
|
||||
p_size
|
||||
ORDER BY
|
||||
supplier_cnt desc,
|
||||
supplier_cnt DESC,
|
||||
p_brand,
|
||||
p_type,
|
||||
p_size;
|
||||
```
|
||||
|
||||
Q17
|
||||
**Q17**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -662,8 +668,8 @@ FROM
|
||||
part
|
||||
WHERE
|
||||
p_partkey = l_partkey
|
||||
AND p_brand = 'Brand#52'
|
||||
AND p_container = 'MED CASE'
|
||||
AND p_brand = 'Brand#23'
|
||||
AND p_container = 'MED BOX'
|
||||
AND l_quantity < (
|
||||
SELECT
|
||||
0.2 * avg(l_quantity)
|
||||
@ -674,7 +680,7 @@ WHERE
|
||||
);
|
||||
```
|
||||
|
||||
Q18
|
||||
**Q18**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -695,8 +701,9 @@ WHERE
|
||||
FROM
|
||||
lineitem
|
||||
GROUP BY
|
||||
l_orderkey having
|
||||
sum(l_quantity) > 313
|
||||
l_orderkey
|
||||
HAVING
|
||||
sum(l_quantity) > 300
|
||||
)
|
||||
AND c_custkey = o_custkey
|
||||
AND o_orderkey = l_orderkey
|
||||
@ -707,12 +714,11 @@ GROUP BY
|
||||
o_orderdate,
|
||||
o_totalprice
|
||||
ORDER BY
|
||||
o_totalprice desc,
|
||||
o_orderdate
|
||||
LIMIT 100;
|
||||
o_totalprice DESC,
|
||||
o_orderdate;
|
||||
```
|
||||
|
||||
Q19
|
||||
**Q19**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -723,36 +729,36 @@ FROM
|
||||
WHERE
|
||||
(
|
||||
p_partkey = l_partkey
|
||||
AND p_brand = 'Brand#31'
|
||||
AND p_brand = 'Brand#12'
|
||||
AND p_container in ('SM CASE', 'SM BOX', 'SM PACK', 'SM PKG')
|
||||
AND l_quantity >= 3 AND l_quantity <= 3 + 10
|
||||
AND p_size between 1 AND 5
|
||||
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#54'
|
||||
AND p_brand = 'Brand#23'
|
||||
AND p_container in ('MED BAG', 'MED BOX', 'MED PKG', 'MED PACK')
|
||||
AND l_quantity >= 17 AND l_quantity <= 17 + 10
|
||||
AND p_size between 1 AND 10
|
||||
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#54'
|
||||
AND p_brand = 'Brand#34'
|
||||
AND p_container in ('LG CASE', 'LG BOX', 'LG PACK', 'LG PKG')
|
||||
AND l_quantity >= 26 AND l_quantity <= 26 + 10
|
||||
AND p_size between 1 AND 15
|
||||
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'
|
||||
);
|
||||
```
|
||||
|
||||
Q20
|
||||
**Q20**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -774,7 +780,7 @@ WHERE
|
||||
FROM
|
||||
part
|
||||
WHERE
|
||||
p_name LIKE 'chiffon%'
|
||||
p_name LIKE 'forrest%'
|
||||
)
|
||||
AND ps_availqty > (
|
||||
SELECT
|
||||
@ -784,17 +790,17 @@ WHERE
|
||||
WHERE
|
||||
l_partkey = ps_partkey
|
||||
AND l_suppkey = ps_suppkey
|
||||
AND l_shipdate >= date '1997-01-01'
|
||||
AND l_shipdate < date '1997-01-01' + interval '1' year
|
||||
AND l_shipdate >= date '1994-01-01'
|
||||
AND l_shipdate < date '1994-01-01' + INTERVAL '1' year
|
||||
)
|
||||
)
|
||||
AND s_nationkey = n_nationkey
|
||||
AND n_name = 'MOZAMBIQUE'
|
||||
AND n_name = 'CANADA'
|
||||
ORDER BY
|
||||
s_name;
|
||||
```
|
||||
|
||||
Q21
|
||||
**Q21**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -830,16 +836,15 @@ WHERE
|
||||
AND l3.l_receiptdate > l3.l_commitdate
|
||||
)
|
||||
AND s_nationkey = n_nationkey
|
||||
AND n_name = 'RUSSIA'
|
||||
AND n_name = 'SAUDI ARABIA'
|
||||
GROUP BY
|
||||
s_name
|
||||
ORDER BY
|
||||
numwait desc,
|
||||
s_name
|
||||
LIMIT 100;
|
||||
numwait DESC,
|
||||
s_name;
|
||||
```
|
||||
|
||||
Q22
|
||||
**Q22**
|
||||
|
||||
```sql
|
||||
SELECT
|
||||
@ -855,7 +860,7 @@ FROM
|
||||
customer
|
||||
WHERE
|
||||
substring(c_phone FROM 1 for 2) in
|
||||
('26', '34', '10', '18', '27', '12', '11')
|
||||
('13', '31', '23', '29', '30', '18', '17')
|
||||
AND c_acctbal > (
|
||||
SELECT
|
||||
avg(c_acctbal)
|
||||
@ -864,7 +869,7 @@ FROM
|
||||
WHERE
|
||||
c_acctbal > 0.00
|
||||
AND substring(c_phone FROM 1 for 2) in
|
||||
('26', '34', '10', '18', '27', '12', '11')
|
||||
('13', '31', '23', '29', '30', '18', '17')
|
||||
)
|
||||
AND NOT EXISTS (
|
||||
SELECT
|
||||
|
||||
Loading…
Reference in New Issue
Block a user