sqltyper - Type your SQL queries!
SQL is a typed language, but most solutions for using an SQL database from typed languages don't make use of that typing information in a way that would actually help you catch bugs during development.
sqltyper takes raw PostgreSQL queries and generates TypeScript functions that run those queries AND are typed correctly. The typings are generated by analyzing the schema from a running database.
This way, your SQL queries and the TypeScript code that uses them are validated at compile time. No more runtime errors because of SQL queries!
For example, assume your PostgreSQL database has a table like this:
Table "person"
Column Type Nullable
-----------+---------+----------
name | text | not null
age | integer | not null
shoe_size | integer | nullable
The following SQL query in find-persons.sql
:
SELECT
initcap(name) as name_capitalized,
age,
shoe_size
FROM person
WHERE
name LIKE ${namePattern} AND
age > ${minimumAge}
Converts to find-persons.ts
:
import { ClientBase } from 'pg'
interface ResultRow {
name_capitalized: string
age: number
shoe_size: number | null
}
interface Params {
namePattern: string
minimumAge: number
}
export function findPersons(client: ClientBase, params: Params): Promise<ResultRow[]> {
...
}
sqltyper analyses the query without actually executing it, so it's perfectly safe to use it with any query.
Installation
npm install --save-dev sqltyper
The generated TypeScript code uses node-postgres, postgres.js, or
pg-promise to execute the queries, so either pg
, postgres
, or pg-promise
is a required runtime dependency:
npm install --save pg
# or
npm install --save postgres@beta
# or
npm install --save pg-promise
At the time of writing, you need to install the @beta
verson of postgres.js to
get TypeScript support.
Tutorial
Assuming you have a TypeScrip app and a bunch of SQL queries, put them in files in a single directory, like this:
src/
|-- app.ts
|-- ...
`-- sqls/
|-- my-query.sql
`-- other-query.sql
In the SQL files, input parameters can be specified with either ${paramName}
or :paramName
syntax.
Run sqltyper on the sqls
directory:
npx sqltyper --database postgres://user:pass@host/dbname src/sqls
# or yarn sqltyper, or ./node_modules/.bin/sqltyper, ...
sqltyper connects to the PostgreSQL database you give in the --database
option, finds out the input and output types of each of the SQL queries, and
outputs the corresponding TypeScript functions in the same directory.
You should now have the following files:
src/
|-- app.ts
|-- ...
`-- sqls/
|-- index.ts
|-- my-query.sql
|-- my-query.ts
|-- other-query.sql
`-- other-query.ts
Each .sql
file got a .ts
file next to it. Each .ts
file exports a single
function, whose name is the .sql
file name with the extension removed and
camelCased. Furthermore, it generates an index.ts
file that re-exports all
these functions.
In app.ts
, import the SQL query functions:
import * as sql from './sql'
And that's it! Now you can use sql.myQuery()
and sql.otherQuery()
to run the
queries in a type-safe manner.
These functions take a Client
or Pool
from node-postgres as the first
argument, and possible query parameters as the second parameter.
They will return one of the following, wrapped in a Promise
:
-
An array of result objects, with object keys corresponding to output column names. Note that all of the output columns in your query must have a unique name, because otherwise some of them would be not accessible.
-
A single result object or
null
if the query only ever returns zero or one row (e.g.SELECT
query withLIMIT 1
). -
A number which denotes the number of affected rows (e.g.
INSERT
,UPDATE
orDELETE
without aRETURNING
clause).
CLI
sqltyper [options] DIRECTORY...
Generate TypeScript functions for SQL statements in all files in the given
directories. For each input file, the output file name is generated by removing
the file extension and appending .ts
.
Each output file will export a single function whose name is a camelCased version of the basename of the input file.
sqltyper connects to the database to infer the parameter and output column types of each SQL statement. It does this without actually executing the SQL queries, so it's safe to run against any database.
Options:
--database
, -d
Database URI to connect to, e.g. -d postgres://user:pass@localhost:5432/mydb
.
If not given, uses the connecting logic of node-postgres that relies on libpq
environment variables.
--ext
, -e
File extensions to consider, e.g. -e sql,psql
. Default: sql
.
--verbose
, -v
Give verbose output about problems with inferring statement nullability.
Default: false
.
--watch
, -w
Watch files and run the conversion when something changes. Default: false
.
--target
, -t
Whether to generate code for pg
(node-postgres), postgres
(postgres.js),
or pg-promise
(pg-promise). Default: pg
.
--module
, -m
Where to import node-postgres or postgres.js from. Default: pg
for
node-postgres, postgres
for postgres.js.
--pg-module
(deprecated)
Alias of --module
.
--check
,-c
Check whether all output files are up-to-date without actually updating them. If
they are, exit with status 0, otherwise exit with status 1. Useful for CI or
pre-commit hooks. Default: false
.
--prettify
, -p
Apply prettier to generated TypeScript files. prettier must be installed and
configured for your project. Default: false
.
--index
Whether to generate and index.ts
file that re-exports all the generated
functions. Default: true
.
How does it work?
sqltyper connects to your database to look up the schema: which types there are,
which tables there are, what columns and constraints the tables have, etc. The
only queries it executes look up this information from various pg_catalog.*
tables.
First, it substitutes any ${paramName}
and :paramName
strings with $1
,
$2
, etc.
Then, it creates a prepared statement from the query, and then asks PostgreSQL
to describe the prepared statement. PostgreSQL will reply with parameter types
for $1
, $2
, etc., and columns types of the result rows.
However, this is not enough! In SQL basically anything anywhere can be NULL
,
so if sqltyper stopped here all the types would have to be e.g.
integer | null
, string | null
and so on. For this reason, sqltyper also
parses the SQL query with its built-in SQL parser and then starts finding out
which expressions can never be NULL
. It employs NOT NULL
constraints,
nullability guarantees of functions and operators, WHERE
clause expressions,
etc. to rule out as many possibilities of NULL
as possible, and amends the
original statement description with this information.
It also uses the parsing result to find out the possible number of results. For
example, UPDATE
, DELETE
and INSERT
queries without a RETURNING
clause
will return the number of affected rows instead of any columns. Furthermore, a
SELECT
query with LIMIT 1
will resolve to ResultRow | null
instead of
ResultRow[]
.
Then, it outputs a TypeScript function that is correctly typed, and when run, executes your query and converts input and output data to/from PostgreSQL.
About versioning
sqltyper follows semantic versioning, but enhancements to the parser and inferring logic are considered bug fixes, and thus only the patch version is incremented for releases that only contain these changes. The reasoning behind this is that all PostgreSQL syntax and semantics that sqltyper fails to support is a bug.
Other enhancements, like adding more CLI options, code generation targets, etc. are considered new features as usual.
Prior art
The main motivator for sqltyper was sqlτyped by Joni Freeman. It does more or less the same as sqltyper, but for Scala, and is designed to be used with MySQL. It uses JDBC, and is implemented as a Scala macro rather than an offline code generation tool.
Releasing
$ yarn version --new-version <major|minor|patch>
$ yarn publish
$ git push origin main --tags
Open https://github.com/akheron/sqltyper/releases, edit the draft release, select the newest version tag, adjust the description as needed.