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Unsplash + {" "} + from{" "} + + Kelly Sikkema + + + } +/> + +## Zod의 인기 배경 + +자바스크립트는 브라우저나 Node.js만 있으면 아주 잘 돌아가는 스크립트 언어입니다. 자바스크립트는 어떠한 컴파일 과정을 거쳐 바이너리 형태로 있는 것이 아니라 js 파일에 평문(Plain Text) 데이터로 들어가 있습니다. 자바스크립트 엔진은 그때그때 코드를 돌리면서 변수에 적절한 타입을 부여합니다. 타입마다 할 수 있는 행동이 정해져 있고, 올바르지 않은 행동을 하면 에러를 일으킵니다. + +```tsx +const value = 10; +value(); // Uncaught TypeError: a is not a function +``` + +그러나 자바스크립트 코드를 작성하는 시점에는 변수에 어떤 값이 들어가있을지 예측하기가 힘듭니다. + +```tsx +function request(callback) { + callback(); +} +``` + +위에서 `callback`이 function 타입인지 아닌지 보장할 수 없습니다. 쉽게 예측할 수 없다면 프로그래머는 발생할 수 있는 오류를 계속해서 머릿속으로 떠올리고 있어야 합니다. 머리에 과부하가 옵니다. 과부하를 줄이기 위해 코드를 방어적으로 짜게 됩니다. 점차 코드의 가독성이 떨어지고 생산성도 떨어집니다. + +그래서 코드를 좀 더 예측할 수 있는 형태로 만들기 위해 타입스크립트가 등장했죠. 타입스크립트는 자바스크립트가 실제로 돌기 전에 이상한 것들을 잡아줍니다. 실제로 돌기 전이라 함은 개발할 때를 이야기합니다. 바로 VSCode 나 Webstorm 과 같은 에디터에서요. 브라우저나 Node.js에 코드가 실제로 실행되기 전에 우리는 미리 에러를 알고 대비할 수 있습니다. + + + + + +이러한 타입스크립트의 타입 시스템은 아주 좋아 보이지만, 명백한 한계가 있습니다. 바로 타입스크립트의 경계를 벗어나는 순간 타입 검사는 무용지물이 되어버리는 것이지요. 가장 흔한 사례라고 한다면 **네트워크 통신**입니다. 한 프로그램의 입장에서 외부로의 요청은 도무지 알 수 없는 영역입니다. 형식에 맞춰 요청을 보낸다고 한들 어떤 응답이 올지 알 수 없습니다. 브라우저에서 `fetch` 요청을 날린 후 `json()`으로 응답을 가져오려면 기본적으로 `Promise`이라는 타입입니다. **응답은 무엇이든 될 수 있다**는 말이지요. 타입스크립트로만 이루어진 내부 시스템끼리의 신뢰성만 보장된다 하더라도 생산성이 크게 향상되겠지만, 여기서 만족해야 할까요? + + + +브라우저와 서버가 하나로 통합되어 있다면 이야기가 조금은 달라질 수 있습니다. [Next.js](https://nextjs.org/)라는 프레임워크는 브라우저에서 돌아가는 React 뿐만 아니라 서버 역할까지 수행할 수 있습니다. 그래서 컴포넌트에서 [Server Actions](https://react.dev/reference/rsc/server-actions) 와 같은 것을 사용하면서 실제로는 네트워크 요청이 이루어진다 해도 타입이 무사히 보존될 수 있도록 하죠. 물론 네트워크라는 본질적인 한계 때문에 전달되는 값들은 [제약사항](https://react.dev/reference/rsc/use-server#serializable-parameters-and-return-values)이 따르지만, 이정도만 해도 어딥니까. [tRPC](https://trpc.io/)라는 프레임워크도 통합 환경을 비슷하게 제공합니다. + +이런 얘기들은 서버와 클라이언트가 통합되어 있다는 특수한 상황이고, 좀 더 일반적인 해법이 필요합니다. + +외부 시스템으로부터의 데이터 비신뢰성은 타입스크립트 까지도 오기 전에 어떠한 프로그램이라면 숙명적으로 닥치는 본질적인 문제입니다. C++이나 Rust 등의 정적 타입 기반 컴파일 언어에서도 마찬가지라는 거죠. 자바스크립트에서도 같은 문제가 당연히 일찌감치 있었습니다. 즉, 외부로부터 온 데이터가 일정한 형식을 갖추고 있냐를 검증(Validation)하는 건 일반적인 패턴이고, 타입스크립트가 난리를 치기 전부터에도 이미 수많은 검증 라이브러리들이 있었습니다. 예를 들면 2013년 8월에 1.0.0이 릴리즈된 [Joi](https://www.npmjs.com/package/joi) 같은 라이브러리요. + +이러한 검증 라이브러리의 목표는 데이터가 어떤 스키마(데이터 형태)를 만족하는지 아닌지를 판별합니다. 보통은 다음처럼 두 가지 과정으로 나뉩니다. + +1. **정의**: 스키마를 생각합니다. 예를 들어 "`age`라는 필드에 `number` 타입이 오는 JSON 객체여야 한다"가 될 수 있습니다. 그 내용을 어떤 객체로 만듭니다. 예를 들어 Joi에서는 `const schema = Joi.object({...})` 로 정의할 수 있습니다. 스키마 뿐만 아니라 에러 메시지 등도 커스텀할 수 있습니다. +2. **검증**: 정의한 스키마 객체를 들고 다니면서 `parse` 혹은 `validate` 와 같은 메서드를 호출합니다. 호출하면서 인자 값으로 미지의 데이터를 집어넣습니다. 결과는 True/False로 되거나 예외발생/발생안함 등으로 처리될 것입니다. + +예시를 들었던 Joi라는 라이브러리는 유용합니다. 실제 브라우저에서 코드가 동작할 때 네트워크 응답이 특정한 스키마를 만족하는지 판별할 수는 있습니다. 하지만 코드가 돌기 전 에디터에서 해당 변수가 어떤 데이터를 가지고 있을지는 예측할 수 없습니다. 즉 타입스크립트 상의 타입은 알 수 없습니다. Joi의 검증 결과는 자바스크립트 때처럼 해당 데이터가 어떤 값을 들고 있을지 미리 알 수 없다는 거죠. + +--- + +[Zod](https://zod.dev/)라는 검증 라이브러리는 타입스크립트 지원을 아주 중요하게 생각하며, 그래서 빠르게 인기있는 라이브러리가 되었습니다. 에디터에서 보장된 타입을 제공해줄 뿐만 아니라 실제 코드가 돌아갈 때에도 데이터를 잘 검증합니다. `fetch` 응답의 `json()` 메소드의 결과는 `Promise`임을 기억하시나요? 이 결과를 다루는 네 가지 방법은 아래와 같습니다. + +| | Validation 기능 | 타입 정보 제공 | +| --------------------------------- | --------------- | -------------- | +| 그냥 그대로 쓰기 (`Promise`) | X | X | +| Type Assertion (`as`) | X | O | +| joi | O | X | +| zod | O | O | + +## Zod 사용법 + +먼저 스키마를 만듭니다. + +```tsx +import { z } from "zod"; + +const todoSchema = z.object({ + userId: z.number(), + id: z.number(), + title: z.string(), + completed: z.boolean(), +}); +``` + +그 다음 데이터를 검증합니다. + +```tsx +const res = await fetch("https://jsonplaceholder.typicode.com/todos/1"); +const rawData = await res.json(); +const todo = todoSchema.parse(rawData); +console.log(todo); +``` + +아래 내용이 출력되는 걸 확인할 수 있습니다. + +```tsx +{ userId: 1, id: 1, title: 'delectus aut autem', completed: false } +``` + +--- + +만약 아래와 같이 스키마를 정의한다면 + +```tsx +const todoSchema = z.object({ + id: z.string(), + title: z.string(), +}); +``` + +스키마와 데이터가 일치하지 않아서 에러가 발생할 것입니다. + +실제로 코드를 동작시켜보면 아래와 같은 에러가 뜹니다. + +```tsx +ZodError: [ + { + "code": "invalid_type", + "expected": "string", + "received": "number", + "path": [ + "id" + ], + "message": "Expected string, received number" + } +] + at get error [as error] (/Users/th.kim/Desktop/playground-joi/node_modules/zod/lib/types.js:55:31) + at ZodObject.parse (/Users/th.kim/Desktop/playground-joi/node_modules/zod/lib/types.js:160:22) + at test (/Users/th.kim/Desktop/playground-joi/test.ts:32:27) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + issues: [ + { + code: 'invalid_type', + expected: 'string', + received: 'number', + path: [Array], + message: 'Expected string, received number' + } + ], + addIssue: [Function (anonymous)], + addIssues: [Function (anonymous)], + errors: [ + { + code: 'invalid_type', + expected: 'string', + received: 'number', + path: [Array], + message: 'Expected string, received number' + } + ] +} +``` + +## 마치며 + +Zod는 타입스크립트의 세계에서 “데이터를 검증”한다는 역할을 궁극적으로 잘 수행해냈습니다. 다음에는 Zod 가 어떻게 타입을 잘 지원할 수 있게 되었는지를 파악하는 시간을 가져보도록 합시다! 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