4.5 KiB
4.5 KiB
id, title, category, status, source_trust_level, verification_status, created_at, updated_at, tags, tech_stack, applied_in, aliases
| id | title | category | status | source_trust_level | verification_status | created_at | updated_at | tags | tech_stack | applied_in | aliases | |||||||||||||||||
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| ts-schema-validation-comparison | Schema 검증 비교 — Zod / Valibot / Effect Schema / ArkType | Coding | draft | B | conceptual | 2026-05-09 | 2026-05-09 |
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Schema Validation 비교
Runtime 검증 + TS infer = 표준. Zod = 가장 일반, Valibot = 작은 bundle, ArkType = 빠르고 syntax 신선, Effect Schema = Effect 사용자.
📖 핵심 개념
- 검증: unknown → typed parse / fail.
- Infer: schema → TS type.
- Refinement: 추가 조건 (email, regex).
- Transform: parse 시 변환.
💻 코드 패턴
Zod (de-facto 표준)
import { z } from 'zod';
const User = z.object({
id: z.string().uuid(),
email: z.string().email(),
age: z.number().int().positive().optional(),
role: z.enum(['admin', 'user']).default('user'),
tags: z.array(z.string()).default([]),
});
type User = z.infer<typeof User>;
const parsed = User.parse(input); // throws ZodError
const safe = User.safeParse(input); // { success, data | error }
// transform
const Trimmed = z.string().transform(s => s.trim());
// refine
const StrongPw = z.string().refine(s => s.length >= 8 && /[0-9]/.test(s));
// discriminated union
const Action = z.discriminatedUnion('type', [
z.object({ type: z.literal('a'), x: z.number() }),
z.object({ type: z.literal('b'), y: z.string() }),
]);
Valibot (작은 bundle, tree-shakable)
import * as v from 'valibot';
const User = v.object({
id: v.pipe(v.string(), v.uuid()),
email: v.pipe(v.string(), v.email()),
age: v.optional(v.pipe(v.number(), v.integer(), v.minValue(0))),
});
type User = v.InferOutput<typeof User>;
const parsed = v.parse(User, input);
→ Bundle: zod ~13KB vs valibot ~2KB.
ArkType (빠른 + syntax)
import { type } from 'arktype';
const User = type({
id: 'string',
email: 'email',
age: 'number > 0?',
role: '"admin" | "user"',
});
type User = typeof User.infer;
const out = User(input);
if (out instanceof type.errors) console.log(out.summary);
else console.log(out);
→ TS-template-literal 기반 — runtime 빠름, dev 시 type 직접 추적.
Effect Schema
import { Schema } from 'effect';
const User = Schema.Struct({
id: Schema.String.pipe(Schema.uuid()),
email: Schema.String.pipe(Schema.email()),
age: Schema.Number.pipe(Schema.positive()),
});
const decoded = Schema.decodeUnknownSync(User)(input);
→ Effect 와 통합.
공통 패턴
Form (RHF)
import { zodResolver } from '@hookform/resolvers/zod';
useForm({ resolver: zodResolver(schema) });
API (Hono)
import { zValidator } from '@hono/zod-validator';
app.post('/users', zValidator('json', User), (c) => {
const data = c.req.valid('json'); // typed
});
환경변수
const Env = z.object({
DATABASE_URL: z.string().url(),
PORT: z.coerce.number().default(3000),
NODE_ENV: z.enum(['dev', 'prod', 'test']),
});
export const env = Env.parse(process.env);
LLM structured output
const Recipe = z.object({...});
zodResponseFormat(Recipe, 'recipe'); // OpenAI
zodToJsonSchema(Recipe); // Anthropic
Migration zod → valibot
// 비슷한 API — 직접 변경
z.object({ name: z.string() })
v.object({ name: v.string() })
z.string().email()
v.pipe(v.string(), v.email())
🤔 의사결정 기준
| 상황 | 추천 |
|---|---|
| 일반 (백 + 프론트) | Zod |
| Frontend bundle critical | Valibot |
| 성능 critical (validation hot path) | ArkType |
| Effect 사용 중 | Effect Schema |
| 학습 / 안정성 | Zod |
| Shared backend + frontend | Zod (가장 호환) |
❌ 안티패턴
- 검증 없이 unknown 그대로 사용: 런타임 crash.
- Zod schema 가 거대 (50+ 필드): 분리 + compose.
- Refinement 안에 외부 fetch: synchronous expected. transform.
.passthrough()디폴트: extra 키 안 차단. strict.- Type 직접 정의 + schema 따로: drift. infer.
- Form schema = API schema 직접: 다를 수 있음 — 분리.
- zod + 큰 bundle 신경 X: SSR 만 / API 만 사용.
🤖 LLM 활용 힌트
- Zod 가 안전 디폴트.
- Bundle 작아야 = Valibot.
- AI structured output = Zod (OpenAI helper).