Multi-table Join Queries
In many scenarios, you need to use one query to get data from multiple tables. You can use the JOIN
statement to combine the data from two or more tables.
Before you start
Make sure you have already Deployed standalone MatrixOne.
Preparation
-
Download the dataset:
https://community-shared-data-1308875761.cos.ap-beijing.myqcloud.com/tpch/tpch-1g.zip
-
Create the database and tables:
create database d1; use d1; CREATE TABLE NATION ( N_NATIONKEY INTEGER NOT NULL, N_NAME CHAR(25) NOT NULL, N_REGIONKEY INTEGER NOT NULL, N_COMMENT VARCHAR(152), PRIMARY KEY (N_NATIONKEY)); CREATE TABLE REGION ( R_REGIONKEY INTEGER NOT NULL, R_NAME CHAR(25) NOT NULL, R_COMMENT VARCHAR(152), PRIMARY KEY (R_REGIONKEY)); CREATE 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, PRIMARY KEY (P_PARTKEY)); CREATE 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, PRIMARY KEY (S_SUPPKEY)); CREATE 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, PRIMARY KEY (PS_PARTKEY, PS_SUPPKEY)); CREATE 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, PRIMARY KEY (C_CUSTKEY)); CREATE TABLE ORDERS ( O_ORDERKEY BIGINT 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, PRIMARY KEY (O_ORDERKEY)); CREATE TABLE LINEITEM ( L_ORDERKEY BIGINT 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, PRIMARY KEY (L_ORDERKEY, L_LINENUMBER));
-
Load data into the created tables:
load data infile '/YOUR_TPCH_DATA_PATH/nation.tbl' into table NATION FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n'; load data infile '/YOUR_TPCH_DATA_PATH/region.tbl' into table REGION FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n'; load data infile '/YOUR_TPCH_DATA_PATH/part.tbl' into table PART FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n'; load data infile '/YOUR_TPCH_DATA_PATH/supplier.tbl' into table SUPPLIER FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n'; load data infile '/YOUR_TPCH_DATA_PATH/partsupp.tbl' into table PARTSUPP FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n'; load data infile '/YOUR_TPCH_DATA_PATH/orders.tbl' into table ORDERS FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n'; load data infile '/YOUR_TPCH_DATA_PATH/customer.tbl' into table CUSTOMER FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n'; load data infile '/YOUR_TPCH_DATA_PATH/lineitem.tbl' into table LINEITEM FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"' LINES TERMINATED BY '\n';
Then you can query data in MatrixOne with the created table.
Join Types
INNER JOIN
The join result of an inner join returns only rows that match the join condition.
Statement | Image |
---|---|
SELECT |
There are two ways of writing an inner join
that are completely equivalent in results:
mysql> 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 < 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;
+------------+---------------------+-------------+----------------+
| l_orderkey | revenue | o_orderdate | o_shippriority |
+------------+---------------------+-------------+----------------+
| 2456423 | 406181.011100000000 | 1995-03-05 | 0 |
| 3459808 | 405838.698900000000 | 1995-03-04 | 0 |
| 492164 | 390324.061000000000 | 1995-02-19 | 0 |
| 1188320 | 384537.935900000000 | 1995-03-09 | 0 |
| 2435712 | 378673.055800000000 | 1995-02-26 | 0 |
| 4878020 | 378376.795200000000 | 1995-03-12 | 0 |
| 5521732 | 375153.921500000000 | 1995-03-13 | 0 |
| 2628192 | 373133.309400000000 | 1995-02-22 | 0 |
| 993600 | 371407.459500000000 | 1995-03-05 | 0 |
| 2300070 | 367371.145200000000 | 1995-03-13 | 0 |
+------------+---------------------+-------------+----------------+
10 rows in set (0.20 sec)
Write as Join
, the syntax is as follows:
mysql> SELECT
l_orderkey,
SUM(l_extendedprice * (1 - l_discount)) AS revenue,
o_orderdate,
o_shippriority
FROM
CUSTOMER
join ORDERS on c_custkey = o_custkey
join LINEITEM on l_orderkey = o_orderkey
WHERE
c_mktsegment = 'BUILDING'
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;
+------------+---------------------+-------------+----------------+
| l_orderkey | revenue | o_orderdate | o_shippriority |
+------------+---------------------+-------------+----------------+
| 2456423 | 406181.011100000000 | 1995-03-05 | 0 |
| 3459808 | 405838.698900000000 | 1995-03-04 | 0 |
| 492164 | 390324.061000000000 | 1995-02-19 | 0 |
| 1188320 | 384537.935900000000 | 1995-03-09 | 0 |
| 2435712 | 378673.055800000000 | 1995-02-26 | 0 |
| 4878020 | 378376.795200000000 | 1995-03-12 | 0 |
| 5521732 | 375153.921500000000 | 1995-03-13 | 0 |
| 2628192 | 373133.309400000000 | 1995-02-22 | 0 |
| 993600 | 371407.459500000000 | 1995-03-05 | 0 |
| 2300070 | 367371.145200000000 | 1995-03-13 | 0 |
+------------+---------------------+-------------+----------------+
10 rows in set (0.20 sec)
LEFT JOIN
and RIGHT JOIN
Outer joins are further divided into left join and right join, and equivalent semantics can be achieved between the two:
LEFT JOIN
The LEFT JOIN
returns all the rows in the left table and the values in the right table that match the join condition. If no rows are matched in the right table, it will be filled with NULL.
Statement | Image |
---|---|
SELECT |
|
SELECT |
RIGHT JOIN
A RIGHT JOIN
returns all the records in the right table and the values in the left table that match the join condition. If there is no matching value, it is filled with NULL.
Statement | Image |
---|---|
SELECT |
|
SELECT |
The example is as below:
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 limit 10;
+-----------+---------+
| c_custkey | c_count |
+-----------+---------+
| 147457 | 16 |
| 147458 | 7 |
| 147459 | 0 |
| 147460 | 16 |
| 147461 | 7 |
| 147462 | 0 |
| 147463 | 14 |
| 147464 | 11 |
| 147465 | 0 |
| 147466 | 17 |
+-----------+---------+
10 rows in set (0.93 sec)
Or:
SELECT
c_custkey, COUNT(o_orderkey) AS c_count
FROM
ORDERS
RIGHT OUTER JOIN CUSTOMER ON (c_custkey = o_custkey
AND o_comment NOT LIKE '%special%requests%')
GROUP BY c_custkey limit 10;
+-----------+---------+
| c_custkey | c_count |
+-----------+---------+
| 147457 | 16 |
| 147458 | 7 |
| 147459 | 0 |
| 147460 | 16 |
| 147461 | 7 |
| 147462 | 0 |
| 147463 | 14 |
| 147464 | 11 |
| 147465 | 0 |
| 147466 | 17 |
+-----------+---------+
10 rows in set (0.93 sec)
FULL JOIN
A full join
is the union of left and right outer joins. The join table contains all records from the joined tables or is filled with NULL
if a matching record is missing.
SELECT
c_custkey, COUNT(o_orderkey) AS c_count
FROM
CUSTOMER
FULL JOIN ORDERS ON (c_custkey = o_custkey
AND o_comment NOT LIKE '%special%requests%')
GROUP BY c_custkey limit 10;
+-----------+---------+
| c_custkey | c_count |
+-----------+---------+
| 1 | 6 |
| 2 | 7 |
| 4 | 20 |
| 5 | 4 |
| 7 | 16 |
| 8 | 13 |
| 10 | 20 |
| 11 | 13 |
| 13 | 18 |
| 14 | 9 |
+-----------+---------+
10 rows in set (0.77 sec)
The full join
can also be rewritten to obtain the same semantics:
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
UNION
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%')
WHERE c_custkey IS NULL
GROUP BY c_custkey
limit 10;
+-----------+---------+
| c_custkey | c_count |
+-----------+---------+
| 147457 | 16 |
| 147458 | 7 |
| 147459 | 0 |
| 147460 | 16 |
| 147461 | 7 |
| 147462 | 0 |
| 147463 | 14 |
| 147464 | 11 |
| 147465 | 0 |
| 147466 | 17 |
+-----------+---------+
10 rows in set (1.09 sec)
Implicit join
Before the JOIN
statement that explicitly declared a join was added to the SQL standard, it was possible to join two or more tables in a SQL statement using the FROM t1, t2
clause, and specify the conditions for the join using the WHERE t1.id = t2.id
clause. You can understand it as an implicit join, which uses the inner join to join tables.