In-depth understanding of the difference between inner joins and outer joins
The join statement is the core in database operations, which allows us to combine data from multiple tables based on specific conditions. It is crucial to understand the different types of joins, with inner joins and outer joins being two key categories.
The difference between inner join and outer join
Inner join only returns records that meet the join conditions. It is similar to the intersection of two sets, producing only elements that are present in both sets. An outer join, on the other hand, will return all records from one or both tables, even if they have no corresponding records in the other table. This is similar to the union of two sets, including common and unique elements in each set.
Variation of outer join
There are three main types of outer joins:
- LEFT JOIN: Keeps all records from the left table (A) and includes matching records from the right table (B). Values in B that do not match records will be assigned NULL.
- RIGHT JOIN: Similar to LEFT JOIN, but gives priority to records from the right table (B). Values in A that do not match records will be assigned NULL.
- FULL JOIN: Combines all records from two tables (A and B). Records that do not have corresponding records in another table will be assigned the value NULL.
Example using a simple dataset
Consider the following form:
表 A | 表 B |
---|---|
1 | 3 |
2 | 4 |
3 | 5 |
4 | 6 |
Inner connection:
SELECT * FROM A INNER JOIN B ON A.a = B.b;
Output:
a | b |
---|---|
3 | 3 |
4 | 4 |
Left outer join:
SELECT * FROM A LEFT JOIN B ON A.a = B.b;
Output:
a | b |
---|---|
1 | NULL |
2 | NULL |
3 | 3 |
4 | 4 |
Right outer join:
SELECT * FROM A RIGHT JOIN B ON A.a = B.b;
Output:
a | b |
---|---|
3 | 3 |
4 | 4 |
NULL | 5 |
NULL | 6 |
Full outer join:
SELECT * FROM A FULL OUTER JOIN B ON A.a = B.b;
Output:
a | b |
---|---|
1 | NULL |
2 | NULL |
3 | 3 |
4 | 4 |
NULL | 5 |
NULL | 6 |
By understanding the difference between inner and outer joins, developers can effectively manipulate data and extract meaningful relationships from multiple tables.
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