1.29. SQLite Join

发布时间 :2025-10-25 12:31:11 UTC      

SQLite’s Join Clause is used to combine records of tables in two or more databases. JOIN is a means of combining fields in two tables through common values.

SQL Three main types of connections are defined:

  • Cross connect-CROSS JOIN

  • Internal connection-INNER JOIN

  • External connection-OUTER JOIN

Before we move on, let’s assume that there are two tables COMPANY And DEPARTMENT . We’ve seen it used to fill COMPANY Tabular INSERT Statement. Now let’s assume COMPANY The list of records for the table is as follows:

ID          NAME        AGE         ADDRESS     SALARY
----------  ----------  ----------  ----------  ----------
1           Paul        32          California  20000.0
2           Allen       25          Texas       15000.0
3           Teddy       23          Norway      20000.0
4           Mark        25          Rich-Mond   65000.0
5           David       27          Texas       85000.0
6           Kim         22          South-Hall  45000.0
7           James       24          Houston     10000.0

The other watch is DEPARTMENT Which is defined as follows:

CREATE TABLE DEPARTMENT(
   ID INT PRIMARY KEY      NOT NULL,
   DEPT           CHAR(50) NOT NULL,
   EMP_ID         INT      NOT NULL
);

Here is the fill DEPARTMENT Tabular INSERT Statement:

INSERT INTO DEPARTMENT (ID, DEPT, EMP_ID)
VALUES (1, 'IT Billing', 1 );

INSERT INTO DEPARTMENT (ID, DEPT, EMP_ID)
VALUES (2, 'Engineering', 2 );

INSERT INTO DEPARTMENT (ID, DEPT, EMP_ID)
VALUES (3, 'Finance', 7 );

Finally, we are in DEPARTMENT The table has the following list of records:

ID          DEPT        EMP_ID
----------  ----------  ----------
1           IT Billing  1
2           Engineerin  2
3           Finance     7

1.29.1. Cross connect-CROSS JOIN

CROSS JOIN matches each row of the first table with each row of the second table. If the two input tables have x and y rows respectively, the result table has x rows. Because cross-joins (CROSS JOIN) have the potential to produce very large tables, you must be careful to use them only when appropriate.

Cross-join operations that return the Cartesian product of all data rows of the two tables being joined, and the number of data rows returned is equal to the number of data rows in the first table that meet the query criteria multiplied by the number of rows in the second table that meet the query criteria.

The following is the syntax for CROSS JOIN:

SELECT ... FROM table1 CROSS JOIN table2 ...

Based on the above table, we can write a CROSS JOIN, as follows:

sqlite> SELECT EMP_ID, NAME, DEPT FROM COMPANY CROSS JOIN DEPARTMENT;

The above query produces the following results:

EMP_ID      NAME        DEPT
----------  ----------  ----------
1           Paul        IT Billing
2           Paul        Engineerin
7           Paul        Finance
1           Allen       IT Billing
2           Allen       Engineerin
7           Allen       Finance
1           Teddy       IT Billing
2           Teddy       Engineerin
7           Teddy       Finance
1           Mark        IT Billing
2           Mark        Engineerin
7           Mark        Finance
1           David       IT Billing
2           David       Engineerin
7           David       Finance
1           Kim         IT Billing
2           Kim         Engineerin
7           Kim         Finance
1           James       IT Billing
2           James       Engineerin
7           James       Finance

1.29.2. Internal connection-INNER JOIN

Inner join (INNER JOIN) creates a new result table based on the join predicate combining the column values of the two tables (table1 and table2). The query compares each row in table1 with each row in table2 to find a match for all rows that satisfy the join predicate. When the join predicate is satisfied, the column values of each match of rows An and B are merged into a single result row.

Internal connection (INNER JOIN) is the most common connection type and is the default connection type. The INNER keyword is optional.

Here is the syntax for INNER JOIN:

SELECT ... FROM table1 [INNER] JOIN table2 ON conditional_expression ...

To avoid redundancy and keep the wording short, you can use the USING The expression declares the INNER JOIN condition. This expression specifies a list of one or more columns:

SELECT ... FROM table1 JOIN table2 USING ( column1 ,... ) ...

Natural connection (NATURAL JOIN) is similar to JOIN…USING Except that it automatically tests the equivalence between the values of each column in the two tables

SELECT ... FROM table1 NATURAL JOIN table2...

Based on the above table, we can write an inner join (INNER JOIN), as follows:

sqlite> SELECT EMP_ID, NAME, DEPT FROM COMPANY INNER JOIN DEPARTMENT
        ON COMPANY.ID = DEPARTMENT.EMP_ID;

The above query produces the following results:

EMP_ID      NAME        DEPT
----------  ----------  ----------
1           Paul        IT Billing
2           Allen       Engineerin
7           James       Finance

1.29.3. External connection-OUTER JOIN

External connection (OUTER JOIN) is an extension of inner connection (INNER JOIN). Although the SQL standard defines three types of external connections: LEFT, RIGHT, and FULL, SQLite only supports 左外连接(LEFT OUTER JOIN) .

External connections (OUTER JOIN) declare conditions in the same way as inner connections (INNER JOIN), using ON , USING or NATURAL Keyword to express. The initial result table is calculated in the same way. Once the primary join calculation is complete, the outer join (OUTER JOIN) will merge in from any unjoined rows in one or two tables, and the externally joined columns will be used NULL Values to attach them to the result table.

Here is the syntax for the left outer join (LEFT OUTER JOIN):

SELECT ... FROM table1 LEFT OUTER JOIN table2 ON conditional_expression ...

To avoid redundancy and keep the wording short, you can use the USING The expression declares outer join (OUTER JOIN) conditions. This expression specifies a list of one or more columns:

SELECT ... FROM table1 LEFT OUTER JOIN table2 USING ( column1 ,... ) ...

Based on the above table, we can write an external join (OUTER JOIN), as follows:

sqlite> SELECT EMP_ID, NAME, DEPT FROM COMPANY LEFT OUTER JOIN DEPARTMENT
        ON COMPANY.ID = DEPARTMENT.EMP_ID;

The above query produces the following results:

EMP_ID      NAME        DEPT
----------  ----------  ----------
1           Paul        IT Billing
2           Allen       Engineerin
            Teddy
            Mark
            David
            Kim
7           James       Finance
Principles, Technologies, and Methods of Geographic Information Systems  102

In recent years, Geographic Information Systems (GIS) have undergone rapid development in both theoretical and practical dimensions. GIS has been widely applied for modeling and decision-making support across various fields such as urban management, regional planning, and environmental remediation, establishing geographic information as a vital component of the information era. The introduction of the “Digital Earth” concept has further accelerated the advancement of GIS, which serves as its technical foundation. Concurrently, scholars have been dedicated to theoretical research in areas like spatial cognition, spatial data uncertainty, and the formalization of spatial relationships. This reflects the dual nature of GIS as both an applied technology and an academic discipline, with the two aspects forming a mutually reinforcing cycle of progress.