How to efficiently calculate columns based on other columns in MySQL
MySQL 5.7.6 and above introduces generated columns (Generated Columns), which is an efficient way to automatically calculate the value of new columns based on existing columns in the same table. Unlike views, generated columns are part of the table definition and are automatically updated when the source columns change.
Virtual generated columns and stored generated columns
Generated columns can be virtual or stored:
- Virtual: Calculated dynamically when reading table records.
- Stored: Calculated when a table record is written or updated.
In this case, storing a generated column is more appropriate because the calculated value needs to be available immediately when a new record is inserted or an existing record is updated.
Implementation of generated columns using storage
Suppose a table has two columns: price
and quantity
, and we want to add a new column amount
whose value is the product of price
and quantity
. Storage generated columns can be created using the following SQL statement:
CREATE TABLE order_details ( price DOUBLE, quantity INT, amount DOUBLE AS (price * quantity) STORED );
Once the column is created, amount
will be automatically calculated and stored for each row in the table. Any changes to price
or quantity
will trigger an update of amount
.
Example containing table data
After inserting some sample data:
INSERT INTO order_details (price, quantity) VALUES(100,1),(300,4),(60,8);
The table will look like this:
id | price | quantity | amount |
---|---|---|---|
1 | 100 | 1 | 100 |
2 | 300 | 4 | 1200 |
3 | 60 | 8 | 480 |
amount
Columns will automatically populate and update as needed, allowing efficient access to calculated values.
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