This succinct, example-based article will show you some different ways to execute sub-queries with Sequelize.js in Node.js.
Solution 1: Raw Sub Query
Directly inserting a raw sub-query string into the Sequelize query method allows for maximal flexibility, while still utilizing Sequelize for parts of the query.
The steps:
- Write the raw sub-query SQL statement you wish to execute.
- Embed the statement within a Sequelize Query interface, like
sequelize.query
. - Execute the query and handle the response or errors accordingly.
Example:
const subQuery = '(SELECT id FROM Users WHERE active = true)';
const result = await sequelize.query(
`SELECT * FROM Posts WHERE authorId IN ${subQuery}`,
{ type: sequelize.QueryTypes.SELECT }
);
Pros: High level of control; Can utilize database-specific features not supported by Sequelize.
Cons: Risk of SQL injection if not handled carefully; Loses many Sequelize ORM benefits.
Solution 2: Using Sequelize literal
Sequelize’s Sequelize.literal
is used within a Sequelize query to embed a raw SQL expression that the library afterwards integrates correctly into the final SQL query.
Here’re the steps:
- Write the sub-query as a raw SQL literal.
- Integrate this literal into a Sequelize OR Mapper query, such as
findAll
or any other finder method. - Process results as usual with all Sequelize returned structures.
Example:
const subQueryLiteral = sequelize.literal('(SELECT id FROM Users WHERE active = true)');
const Posts = sequelize.define('posts');
const activeUserPosts = await Posts.findAll({
where: { authorId: subQueryLiteral }
});
Pros: Better integration into Sequelize syntax; Partial protection against SQL injection.
Cons: Still less safe than using ORM methods fully; Can become complex.
Solution 3: Sequelize Scope for Sub-Queries
Create a predefined scope that includes the sub-query, which can be reused in various find operations around your model.
You can follow these steps:
- Define a model with a scope that contains the sub-query conditions.
- Use the scope in your find operation.
- Handle the results returned by Sequelize normally.
Example:
const User = sequelize.define('user', {/*...*/}, {
scopes: {
active: {
where: {
/* Define sub-query conditions here */
}
}
}
});
const activeUsers = await User.scope('active').findAll();
Pros: Reusable for many queries; Full Sequelize ORM support.
Cons: Scopes can be less flexible; Sub-query conditions are defined globally.
That’s it. Happy coding!