drizzle-arktype

drizzle-arktype๋Š” **Drizzle ORM**์šฉ ํ”Œ๋Ÿฌ๊ทธ์ธ์œผ๋กœ, Drizzle ORM ์Šคํ‚ค๋งˆ์—์„œ Arktype ์Šคํ‚ค๋งˆ๋ฅผ ์ƒ์„ฑํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ด์ค๋‹ˆ๋‹ค.

์˜์กด์„ฑ ์„ค์น˜

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IMPORTANT

์ด ๋ฌธ์„œ๋Š” drizzle-arktype@0.1.0 ์ด์ƒ ๋ฒ„์ „์— ๋Œ€ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

Drizzle ORM v0.36.0 ์ด์ƒ๊ณผ Arktype v2.0.0 ์ด์ƒ๋„ ์„ค์น˜๋˜์–ด ์žˆ์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

Select ์Šคํ‚ค๋งˆ

๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์—์„œ ์ฟผ๋ฆฌํ•œ ๋ฐ์ดํ„ฐ์˜ ํ˜•ํƒœ๋ฅผ ์ •์˜ํ•ฉ๋‹ˆ๋‹ค - API ์‘๋‹ต์„ ๊ฒ€์ฆํ•˜๋Š” ๋ฐ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

import { pgTable, text, integer } from 'drizzle-orm/pg-core';
import { createSelectSchema } from 'drizzle-arktype';

const users = pgTable('users', {
  id: integer().generatedAlwaysAsIdentity().primaryKey(),
  name: text().notNull(),
  age: integer().notNull()
});

const userSelectSchema = createSelectSchema(users);

const rows = await db.select({ id: users.id, name: users.name }).from(users).limit(1);
const parsed: { id: number; name: string; age: number } = userSelectSchema(rows[0]); // Error: `age` is not returned in the above query

const rows = await db.select().from(users).limit(1);
const parsed: { id: number; name: string; age: number } = userSelectSchema(rows[0]); // ํŒŒ์‹ฑ ์„ฑ๊ณต

๋ทฐ์™€ enum๋„ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

import { pgEnum } from 'drizzle-orm/pg-core';
import { createSelectSchema } from 'drizzle-arktype';

const roles = pgEnum('roles', ['admin', 'basic']);
const rolesSchema = createSelectSchema(roles);
const parsed: 'admin' | 'basic' = rolesSchema(...);

const usersView = pgView('users_view').as((qb) => qb.select().from(users).where(gt(users.age, 18)));
const usersViewSchema = createSelectSchema(usersView);
const parsed: { id: number; name: string; age: number } = usersViewSchema(...);

Insert ์Šคํ‚ค๋งˆ

๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์— ์‚ฝ์ž…ํ•  ๋ฐ์ดํ„ฐ์˜ ํ˜•ํƒœ๋ฅผ ์ •์˜ํ•ฉ๋‹ˆ๋‹ค - API ์š”์ฒญ์„ ๊ฒ€์ฆํ•˜๋Š” ๋ฐ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

import { pgTable, text, integer } from 'drizzle-orm/pg-core';
import { createInsertSchema } from 'drizzle-arktype';

const users = pgTable('users', {
  id: integer().generatedAlwaysAsIdentity().primaryKey(),
  name: text().notNull(),
  age: integer().notNull()
});

const userInsertSchema = createInsertSchema(users);

const user = { name: 'John' };
const parsed: { name: string, age: number } = userInsertSchema(user); // Error: `age` is not defined

const user = { name: 'Jane', age: 30 };
const parsed: { name: string, age: number } = userInsertSchema(user); // ํŒŒ์‹ฑ ์„ฑ๊ณต
await db.insert(users).values(parsed);

Update ์Šคํ‚ค๋งˆ

๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์—์„œ ์—…๋ฐ์ดํŠธํ•  ๋ฐ์ดํ„ฐ์˜ ํ˜•ํƒœ๋ฅผ ์ •์˜ํ•ฉ๋‹ˆ๋‹ค - API ์š”์ฒญ์„ ๊ฒ€์ฆํ•˜๋Š” ๋ฐ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

import { pgTable, text, integer } from 'drizzle-orm/pg-core';
import { createUpdateSchema } from 'drizzle-arktype';
import { parse } from 'arktype';

const users = pgTable('users', {
  id: integer().generatedAlwaysAsIdentity().primaryKey(),
  name: text().notNull(),
  age: integer().notNull()
});

const userUpdateSchema = createUpdateSchema(users);

const user = { id: 5, name: 'John' };
const parsed: { name?: string | undefined, age?: number | undefined } = userUpdateSchema(user); // Error: `id` is a generated column, it can't be updated

const user = { age: 35 };
const parsed: { name?: string | undefined, age?: number | undefined } = userUpdateSchema(user); // ํŒŒ์‹ฑ ์„ฑ๊ณต
await db.update(users).set(parsed).where(eq(users.name, 'Jane'));

์„ธ๋ฐ€ํ•œ ์กฐ์ • (Refinements)

๊ฐ create schema ํ•จ์ˆ˜๋Š” ํ•„๋“œ์˜ ์Šคํ‚ค๋งˆ๋ฅผ ํ™•์žฅ, ์ˆ˜์ • ๋˜๋Š” ์™„์ „ํžˆ ๋ฎ์–ด์“ฐ๋Š” ๋ฐ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์ถ”๊ฐ€ ์„ ํƒ์  ๋งค๊ฐœ๋ณ€์ˆ˜๋ฅผ ํ—ˆ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ฝœ๋ฐฑ ํ•จ์ˆ˜๋ฅผ ์ •์˜ํ•˜๋ฉด ํ™•์žฅ ๋˜๋Š” ์ˆ˜์ •๋˜๋ฉฐ, arktype ์Šคํ‚ค๋งˆ๋ฅผ ์ œ๊ณตํ•˜๋ฉด ๋ฎ์–ด์”๋‹ˆ๋‹ค.

import { pgTable, text, integer, json } from 'drizzle-orm/pg-core';
import { createSelectSchema } from 'drizzle-arktype';
import { parse, pipe, maxLength, object, string } from 'arktype';

const users = pgTable('users', {
  id: integer().generatedAlwaysAsIdentity().primaryKey(),
  name: text().notNull(),
  bio: text(),
  preferences: json()
});

const userSelectSchema = createSelectSchema(users, {
  name: (schema) => pipe(schema, maxLength(20)), // ์Šคํ‚ค๋งˆ ํ™•์žฅ
  bio: (schema) => pipe(schema, maxLength(1000)), // nullable/optional์ด ๋˜๊ธฐ ์ „์— ์Šคํ‚ค๋งˆ ํ™•์žฅ
  preferences: object({ theme: string() }) // nullability๋ฅผ ํฌํ•จํ•˜์—ฌ ํ•„๋“œ ๋ฎ์–ด์“ฐ๊ธฐ
});

const parsed: {
  id: number;
  name: string,
  bio?: string | undefined;
  preferences: {
    theme: string;
  };
} = userSelectSchema(...);

๋ฐ์ดํ„ฐ ํƒ€์ž… ์ฐธ์กฐ

pg.boolean();

mysql.boolean();

sqlite.integer({ mode: 'boolean' });

// Schema
type.boolean;
pg.date({ mode: 'date' });
pg.timestamp({ mode: 'date' });

mysql.date({ mode: 'date' });
mysql.datetime({ mode: 'date' });
mysql.timestamp({ mode: 'date' });

sqlite.integer({ mode: 'timestamp' });
sqlite.integer({ mode: 'timestamp_ms' });

// Schema
type.Date;
pg.date({ mode: 'string' });
pg.timestamp({ mode: 'string' });
pg.cidr();
pg.inet();
pg.interval();
pg.macaddr();
pg.macaddr8();
pg.numeric();
pg.text();
pg.sparsevec();
pg.time();

mysql.binary();
mysql.date({ mode: 'string' });
mysql.datetime({ mode: 'string' });
mysql.decimal();
mysql.time();
mysql.timestamp({ mode: 'string' });
mysql.varbinary();

sqlite.numeric();
sqlite.text({ mode: 'text' });

// Schema
type.string;
pg.bit({ dimensions: ... });

// Schema
type(`/^[01]{${column.dimensions}}$/`);
pg.uuid();

// Schema
type(/^[\da-f]{8}(?:-[\da-f]{4}){3}-[\da-f]{12}$/iu);
pg.char({ length: ... });

mysql.char({ length: ... });

// Schema
type.string.exactlyLength(length);
pg.varchar({ length: ... });

mysql.varchar({ length: ... });

sqlite.text({ mode: 'text', length: ... });

// Schema
type.string.atMostLength(length);
mysql.tinytext();

// Schema
type.string.atMostLength(255); // unsigned 8-bit integer limit
mysql.text();

// Schema
type.string.atMostLength(65_535); // unsigned 16-bit integer limit
mysql.mediumtext();

// Schema
type.string.atMostLength(16_777_215); // unsigned 24-bit integer limit
mysql.longtext();

// Schema
type.string.atMostLength(4_294_967_295); // unsigned 32-bit integer limit
pg.text({ enum: ... });
pg.char({ enum: ... });
pg.varchar({ enum: ... });

mysql.tinytext({ enum: ... });
mysql.mediumtext({ enum: ... });
mysql.text({ enum: ... });
mysql.longtext({ enum: ... });
mysql.char({ enum: ... });
mysql.varchar({ enum: ... });
mysql.mysqlEnum(..., ...);

sqlite.text({ mode: 'text', enum: ... });

// Schema
type.enumerated(...enum);
mysql.tinyint();

// Schema
type.keywords.number.integer.atLeast(-128).atMost(127); // 8-bit integer lower and upper limit
mysql.tinyint({ unsigned: true });

// Schema
type.keywords.number.integer.atLeast(0).atMost(255); // unsigned 8-bit integer lower and upper limit
pg.smallint();
pg.smallserial();

mysql.smallint();

// Schema
type.keywords.number.integer.atLeast(-32_768).atMost(32_767); // 16-bit integer lower and upper limit
mysql.smallint({ unsigned: true });

// Schema
type.keywords.number.integer.atLeast(0).atMost(65_535); // unsigned 16-bit integer lower and upper limit
pg.real();

mysql.float();

// Schema
type.number.atLeast(-8_388_608).atMost(8_388_607); // 24-bit integer lower and upper limit
mysql.mediumint();

// Schema
type.keywords.number.integer.atLeast(-8_388_608).atMost(8_388_607); // 24-bit integer lower and upper limit
mysql.float({ unsigned: true });

// Schema
type.number.atLeast(0).atMost(16_777_215); // unsigned 24-bit integer lower and upper limit
mysql.mediumint({ unsigned: true });

// Schema
type.keywords.number.integer.atLeast(0).atMost(16_777_215); // unsigned 24-bit integer lower and upper limit
pg.integer();
pg.serial();

mysql.int();

// Schema
type.keywords.number.integer.atLeast(-2_147_483_648).atMost(2_147_483_647); // 32-bit integer lower and upper limit
mysql.int({ unsigned: true });

// Schema
type.keywords.number.integer.atLeast(0).atMost(4_294_967_295); // unsgined 32-bit integer lower and upper limit
pg.doublePrecision();

mysql.double();
mysql.real();

sqlite.real();

// Schema
type.number.atLeast(-140_737_488_355_328).atMost(140_737_488_355_327); // 48-bit integer lower and upper limit
mysql.double({ unsigned: true });

// Schema
type.number.atLeast(0).atMost(281_474_976_710_655); // unsigned 48-bit integer lower and upper limit
pg.bigint({ mode: 'number' });
pg.bigserial({ mode: 'number' });

mysql.bigint({ mode: 'number' });
mysql.bigserial({ mode: 'number' });

sqlite.integer({ mode: 'number' });

// Schema
type.keywords.number.integer.atLeast(-9_007_199_254_740_991).atMost(9_007_199_254_740_991); // Javascript min. and max. safe integers
mysql.serial();

// Schema
type.keywords.number.integer.atLeast(0).atMost(9_007_199_254_740_991); // Javascript max. safe integer
pg.bigint({ mode: 'bigint' });
pg.bigserial({ mode: 'bigint' });

mysql.bigint({ mode: 'bigint' });

sqlite.blob({ mode: 'bigint' });

// Schema
type.bigint.narrow(
  (value, ctx) => value < -9_223_372_036_854_775_808n ? ctx.mustBe('greater than') : value > 9_223_372_036_854_775_807n ? ctx.mustBe('less than') : true
); // 64-bit integer lower and upper limit
mysql.bigint({ mode: 'bigint', unsigned: true });

// Schema
type.bigint.narrow(
  (value, ctx) => value < 0n ? ctx.mustBe('greater than') : value > 18_446_744_073_709_551_615n ? ctx.mustBe('less than') : true
); // unsigned 64-bit integer lower and upper limit
mysql.year();

// Schema
type.keywords.number.integer.atLeast(1_901).atMost(2_155);
pg.geometry({ type: 'point', mode: 'tuple' });
pg.point({ mode: 'tuple' });

// Schema
type([type.number, type.number]);
pg.geometry({ type: 'point', mode: 'xy' });
pg.point({ mode: 'xy' });

// Schema
type({ x: type.number, y: type.number });
pg.halfvec({ dimensions: ... });
pg.vector({ dimensions: ... });

// Schema
type.number.array().exactlyLength(dimensions);
pg.line({ mode: 'abc' });

// Schema
type({ a: type.number, b: type.number, c: type.number });
pg.line({ mode: 'tuple' });

// Schema
type([type.number, type.number, type.number]);
pg.json();
pg.jsonb();

mysql.json();

sqlite.blob({ mode: 'json' });
sqlite.text({ mode: 'json' });

// Schema
type('string | number | boolean | null').or(type('unknown.any[] | Record<string, unknown.any>'));
sqlite.blob({ mode: 'buffer' });

// Schema
type.instanceOf(Buffer);
pg.dataType().array(...);

// Schema
baseDataTypeSchema.array().exactlyLength(size);