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add reusable helpers recipe and implement missing expression features (…
…#1085) * add reusable helpers recipe and implement missing expression features * force node 22.4.1 in CI because of an npm bug
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# Reusable helpers | ||
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:::info | ||
[Here's](https://kyse.link/qm67s) a playground link containing all the code in this recipe. | ||
::: | ||
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Let's say you want to write the following query: | ||
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```sql | ||
SELECT id, first_name | ||
FROM person | ||
WHERE upper(last_name) = $1 | ||
``` | ||
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Kysely doesn't have a built-in `upper` function but there are at least three ways you could write this: | ||
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```ts | ||
const lastName = 'STALLONE' | ||
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const persons = await db | ||
.selectFrom('person') | ||
.select(['id', 'first_name']) | ||
// 1. `sql` template tag. This is the least type-safe option. | ||
// You're providing the column name without any type-checking, | ||
// and plugins won't affect it. | ||
.where( | ||
sql<string>`upper(last_name)`, '=', lastName | ||
) | ||
// 2. `sql` template tag with `ref`. Anything passed to `ref` | ||
// gets type-checked against the accumulated query context. | ||
.where(({ eb, ref }) => eb( | ||
sql<string>`upper(${ref('last_name')})`, '=', lastName | ||
)) | ||
// 3. The `fn` function helps you avoid missing parentheses/commas | ||
// errors and uses refs as 1st class arguments. | ||
.where(({ eb, fn }) => eb( | ||
fn<string>('upper', ['last_name']), '=', lastName | ||
)) | ||
.execute() | ||
``` | ||
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but each option could be more readable or type-safe. | ||
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Fortunately Kysely allows you to easily create composable, reusable and type-safe helper functions: | ||
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```ts | ||
import { Expression, sql } from 'kysely' | ||
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function upper(expr: Expression<string>) { | ||
return sql<string>`upper(${expr})` | ||
} | ||
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function lower(expr: Expression<string>) { | ||
return sql<string>`lower(${expr})` | ||
} | ||
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function concat(...exprs: Expression<string>[]) { | ||
return sql.join<string>(exprs, sql`||`) | ||
} | ||
``` | ||
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Using the `upper` helper, our query would look like this: | ||
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```ts | ||
const lastName = 'STALLONE' | ||
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const persons = await db | ||
.selectFrom('person') | ||
.select(['id', 'first_name']) | ||
.where(({ eb, ref }) => eb( | ||
upper(ref('last_name')), '=', lastName | ||
)) | ||
.execute() | ||
``` | ||
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The recipe for helper functions is simple: take inputs as `Expression<T>` instances where `T` is the type of the expression. For example `upper` takes in any `string` expression since it transforms strings to upper case. If you implemented the `round` function, it'd take in `Expression<number>` since you can only round numbers. | ||
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The helper functions should then use the inputs to create an output that's also an `Expression`. Everything you can create using the expression builder is an instance of `Expression`. So is the output of the `sql` template tag and all methods under the `sql` object. Same goes for `SelectQueryBuilder` and pretty much everything else in Kysely. Everything's an expression. | ||
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See [this recipe](https://kysely.dev/docs/recipes/expressions) to learn more about expressions. | ||
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So we've learned that everything's an expression and that expressions are composable. Let's put this idea to use: | ||
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```ts | ||
const persons = await db | ||
.selectFrom('person') | ||
.select(['id', 'first_name']) | ||
.where(({ eb, ref, val }) => eb( | ||
concat( | ||
lower(ref('first_name')), | ||
val(' '), | ||
upper(ref('last_name')) | ||
), | ||
'=', | ||
'sylvester STALLONE' | ||
)) | ||
.execute() | ||
``` | ||
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So far we've only used our helper functions in the first argument of `where` but you can use them anywhere: | ||
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```ts | ||
const persons = await db | ||
.selectFrom('person') | ||
.innerJoin('pet', (join) => join.on(eb => eb( | ||
'person.first_name', '=', lower(eb.ref('pet.name')) | ||
))) | ||
.select(({ ref, val }) => [ | ||
'first_name', | ||
// If you use a helper in `select`, you need to always provide an explicit | ||
// name for it using the `as` method. | ||
concat(ref('person.first_name'), val(' '), ref('pet.name')).as('name_with_pet') | ||
]) | ||
.orderBy(({ ref }) => lower(ref('first_name'))) | ||
.execute() | ||
``` | ||
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## Reusable helpers using `ExpressionBuilder` | ||
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Here's an example of a helper function that uses the expression builder instead of raw SQL: | ||
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```ts | ||
import { Expression, expressionBuilder } from 'kysely' | ||
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function idsOfPersonsThatHaveDogNamed(name: Expression<string>) { | ||
const eb = expressionBuilder<DB>() | ||
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// A subquery that returns the identifiers of all persons | ||
// that have a dog named `name`. | ||
return eb | ||
.selectFrom('pet') | ||
.select('pet.owner_id') | ||
.where('pet.species', '=', 'dog') | ||
.where('pet.name', '=', name) | ||
} | ||
``` | ||
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And here's how you could use it: | ||
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```ts | ||
const dogName = 'Doggo' | ||
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const persons = await db | ||
.selectFrom('person') | ||
.selectAll('person') | ||
.where((eb) => eb( | ||
'person.id', 'in', idsOfPersonsThatHaveDogNamed(eb.val(dogName)) | ||
)) | ||
.execute() | ||
``` | ||
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Note that `idsOfPersonsThatHaveDogNamed` doesn't execute a separate query but instead returns a subquery expression that's compiled as a part of the parent query: | ||
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```sql | ||
select | ||
person.* | ||
from | ||
person | ||
where | ||
person.id in ( | ||
select pet.owner_id | ||
from pet | ||
where pet.species = 'dog' | ||
and pet.name = ? | ||
) | ||
``` | ||
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In all our examples we've used the following syntax: | ||
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```ts | ||
.where(eb => eb(left, operator, right)) | ||
``` | ||
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When the expression builder `eb` is used as a function, it creates a binary expression. All binary expressions with a comparison operator are represented as a `Expression<SqlBool>`. You don't always need to return `eb(left, operator, right)` from the callback though. Since `Expressions` are composable and reusable, you can return any `Expression<SqlBool>`. | ||
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This means you can create helpers like this: | ||
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```ts | ||
function isOlderThan(age: Expression<number>) { | ||
return sql<SqlBool>`age > ${age}` | ||
} | ||
``` | ||
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```ts | ||
const persons = await db | ||
.selectFrom('person') | ||
.select(['id', 'first_name']) | ||
.where(({ val }) => isOlderThan(val(60))) | ||
.execute() | ||
``` | ||
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## Dealing with nullable expressions | ||
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If you want your helpers to work with nullable expressions (nullable columns etc.), you can do something like this: | ||
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```ts | ||
import { Expression } from 'kysely' | ||
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// This function accepts both nullable and non-nullable string expressions. | ||
function toInt<T extends string | null>(expr: Expression<T>) { | ||
// This returns `Expression<number | null>` if `expr` is nullable | ||
// and `Expression<number>` otherwise. | ||
return sql<T extends null ? (number | null) : number>`(${expr})::integer` | ||
} | ||
``` | ||
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## Passing select queries as expressions | ||
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Let's say we have the following query: | ||
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```ts | ||
const expr: Expression<{ name: string }> = db | ||
.selectFrom('pet') | ||
.select('pet.name') | ||
``` | ||
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The expression type of our query is `Expression<{ name: string }>` but SQL allows you to use a query like that as an `Expression<string>`. In other words, SQL allows you to use single-column record types like scalars. Most of the time Kysely is able to automatically handle this case but with helper functions you need to use `$asScalar()` to convert the type. Here's an example: | ||
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```ts | ||
const persons = await db | ||
.selectFrom('person') | ||
.select((eb) => [ | ||
'id', | ||
'first_name', | ||
upper( | ||
eb.selectFrom('pet') | ||
.select('name') | ||
.whereRef('person.id', '=', 'pet.owner_id') | ||
.limit(1) | ||
.$asScalar() // <-- This is needed | ||
.$notNull() | ||
).as('pet_name') | ||
]) | ||
``` | ||
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The subquery is an `Expression<{ name: string }>` but our `upper` function only accepts `Expression<string>`. That's why we need to call `$asScalar()`. `$asScalar()` has no effect on the generated SQL. It's simply a type-level helper. | ||
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We also used `$notNull()` in the example because our simple `upper` function doesn't support nullable expressions. |
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