From 1cdce5b45e7779b956a1a557ec16c7e51d059759 Mon Sep 17 00:00:00 2001 From: shubidumdu Date: Tue, 16 Jan 2024 22:45:13 +0900 Subject: [PATCH] Add new post "react-query-structural-sharing.md" --- .../thumbnail.png | Bin 0 -> 133976 bytes src/posts/react-query-structural-sharing.md | 194 ++++++++++++++++++ 2 files changed, 194 insertions(+) create mode 100644 public/react-query-structural-sharing/thumbnail.png create mode 100644 src/posts/react-query-structural-sharing.md diff --git a/public/react-query-structural-sharing/thumbnail.png b/public/react-query-structural-sharing/thumbnail.png new file mode 100644 index 0000000000000000000000000000000000000000..408e3827561a40a77f42e030541d7b54c83fa709 GIT binary patch literal 133976 zcmeFZ2T)W^*DgvFC5mJiB}hgej7$>z?p`b!yix_U_%?tEYRdUg>F~b+l9{NSR6T@bD;9 zpDVqm$J5Qu(b*Oc?|F1;I*ESr?48g9 zTv62fr1v+U-)dEL!!LM$FNW=|5*O#Y_jhdAyk%kq8tCHWlF&T;%|vLTNd@OX(?odC-uETPb6C-FB_JBJo 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wjC97xar-!1?Y$zgzyTqyk_SPrf4l6SukjV%4~LgxKjX zquc3lwH?LS#48A;MuQJZCb;G2#tC}>2xY=9=IFv39{gb+$Xz*D?TW32=A=yMfN|58 z<_i=$45w2v)}f&D8py{puYK4o!mb6{|7nlx=4FCU*hF~$y$JE>b>9Gtmb^;rl6H9S}X_ z{Pe9)DM?G51%y4|s7m*>KWP)p+2L9rp0|L3` zcMZf?z2(EmQJBx2kyG4T*21&dcti$$Y-{#K?<}{8g#(9^EcEa{mD-pJLNX;8UMPs( zDV+Q6Pq@|#0T5zFltfFn#3o#l+_$IjY3Ta9*B~od!^^-jO_{eKYS0gQ8HU8)90w%J|`HaNhk*56>DY~GcB=fq9{Hop7?PA1V~APFnFET zhX7nE{7=ZU&TI)wBE@{~iSu;GK3KHXrpbg6L>GcV)yb5NqU}{IyjMrkm9>pNIo)lf zD6ygC`j&f-k@1<+gndRkZ8sW92%DoIu#nn&vuyFLO1me`b|N-I5uMa6Sxlr&Ojs1m zM@L0SM-iuSX_&7lIRF)ld6y*75+z5>^WaBY*uekMfFJk2Y~a@;nm7Md&+n6;BKk#i zwjJ(O3W9KV$P64Nd`~M{TP7E6yL^XIPF8XKPnb6W|3;|dEv%o)lrUu!vv-!f1<3x> zh8>azjmC1vbbYYuQ_8A#9~TVKA8G6i=xJ_ zO2e!S73|_B4OC-xJ=opS`|15wcRz{}n@`?`9n)(4t>F6HRW7#&o2MgmD4!xqB=z^O z4N_J`LA$hzg;utm06kM>F#piMEy_k-<9EV*8oLa?AtL5mcCKL7gSC4Qm*(0xVz^~? z%N|KmeY5X2f_(P>6iEZhb0beg1>XTPT)<_ZEHJ4=6PA7u+P+o> zrg*p@G}c|iV}0-H5ZXCc!}GnJB#F_UU{92&Dr}q7>^M1-Jtm$IaI>|vw;-a< G-TND03KC)f literal 0 HcmV?d00001 diff --git a/src/posts/react-query-structural-sharing.md b/src/posts/react-query-structural-sharing.md new file mode 100644 index 0000000..e2e87d2 --- /dev/null +++ b/src/posts/react-query-structural-sharing.md @@ -0,0 +1,194 @@ +--- +title: Structural Sharing in React Query +desc: 필요할 때만 리렌더링 시키는 React Query의 마법 하나 +createdAt: '2024-01-16' +image: ./react-query-structural-sharing/thumbnail.png +tags: + - React + - Typescript +--- + +## 들어가기 + +최근에 회사에서 일을 하면서 이런 일이 있었습니다. + +아래와 같이, `useQuery` hook을 통해 API 호출을 통해 데이터를 가져와서 이걸 다른 컴포넌트에 전달해주는 상황이었습니다. + +```tsx +const { data } = useQuery({ + queryKey: 'someKey', + queryFn: () => fetchSomeData(), +}); + +return ; +``` + +무슨 일이 일어날까요? 아마 예상한대로 `SomeComponent`는 `data` prop을 넘겨받아 렌더링을 수행할 것입니다. + +자, 여기까지는 예상한대로입니다. 문제는 그 다음인데, 아래의 의사 코드를 한번 살펴보겠습니다. + +```tsx +// API 호출 Mock +const fetchSomeData = async () => { + return { foo: 'bar' }; +}; + +const { data, refetch } = useQuery({ + queryKey: 'someKey', + queryFn: async () => await fetchSomeData(), +}); + +return ( + <> + + + +); +``` + +그리고 `SomeComponent` 내부에 아래와 같은 `useEffect`가 있다고 가정합니다. + +```tsx +// SomeComponent.tsx +useEffect(() => { + alert('data refetched!'); +}, [data]); +``` + +자 그럼 여기까지 코드를 파악해보니, 아마도 버튼을 클릭하면 `refetch`가 호출되고, 이에 따라 `data`가 변경되고, 그에 따라 `SomeComponent`가 리렌더링되고, `useEffect`가 동작해서 `alert`가 호출될 것 같네요. 그렇지 않나요?? + +놀랍게도 실제로는 그렇지 않습니다. (저만 놀라운가요?) + +실제로는 `refetch`가 호출되거나 해서 실제로 data fetch가 일어났더라도, `SomeComponent`는 리렌더링되지 않습니다. 그리고 `useEffect`도 동작하지 않습니다. + +이유는 무엇일까요? + +## Structural Sharing + +비밀은 React Query가 내부적으로 수행하는 **렌더링 최적화**에 있고, 그 중에서도 정확하게는 **[Structural Sharing](https://tkdodo.eu/blog/react-query-render-optimizations#structural-sharing)** 때문(덕분?)입니다. + +Structural Sharing은 React Query의 `useQuery` hook을 사용할 때, 기본적으로 적용되는 옵션입니다. 해당 기능을 사용하면 `data`를 단순 참조 비교를 통해 데이터가 변경되었음을 감지하는 것이 아닌, 모든 수준에서 식별할 수 있습니다. (원문에서는 참조 무결성, **referential integrity**이라고 표현하고 있습니다.) + +아래 예시를 하나 살펴보겠습니다. 백엔드로부터 TODO 리스트를 가져오는 API 함수가 있고, 이를 호출하여 아래와 같은 데이터를 가져온다고 가정합니다. + +```json +[ + { + "id": 1, + "title": "Todo 1", + "completed": false + }, + { + "id": 2, + "title": "Todo 2", + "completed": false + }, + { + "id": 3, + "title": "Todo 3", + "completed": false + } +] +``` + +애플리케이션이 동작하면서, `id`가 `1`인 todo를 "완료" 상태로 전환하고, `id`가 `2`인 todo의 제목을 변경한다고 가정합시다. + +```json +[ + { + "id": 1, + "title": "Todo 1", + "completed": true // 변경 + }, + { + "id": 2, + "title": "Edited Todo 2", // 변경 + "completed": false + }, + { + "id": 3, + "title": "Todo 3", + "completed": false + } +] +``` + +그러면, React Query는 이전의 상태와 새로운 상태를 **최대한** 비교하여, 변경된 부분만을 감지하여 상태를 갱신합니다. + +앞선 예시를 바탕으로 보자면, `id`가 `1`인 todo는 `completed`가 변경되었고, `id`가 `2`인 todo는 `title`이 변경되었으므로, 이 두 todo 객체에 대한 참조는 변경됩니다. 하지만 `id`가 `3`인 todo는 변경된 부분이 없으므로, 이 객체에 대한 참조 자체는 변경되지 않습니다. 하지만, 앞선 두 객체에 대한 참조가 변경되었으므로, 결론적으로 반환되는 Array의 참조 자체는 변경됩니다. + +이게 어떤 의미가 있을까요? 이를테면, 아래처럼 특정한 todo 객체만을 가져다 사용하는 경우, `id`가 `3`인 todo 객체에 대한 참조는 변경되지 않았기 때문에, 이를 상태로 사용하는 경우 불필요한 리렌더링은 일어나지 않습니다. + +```tsx +const { data: thirdTodo } = useQuery({ + queryKey: 'todos', + queryFn: () => fetchTodos(), // 위의 json 예시를 반환받습니다. + select: (data) => data.find((todo) => todo.id === 3), +}); +``` + +덧붙이자면, 위의 예시처럼 `select` 콜백을 통해 selector를 사용한 경우, Structural Sharing은 **2번** 수행됩니다. 한번은 `queryFn`에서의 반환값에 대해, 그리고 한번은 `select` 콜백에서의 반환값에 대해 수행됩니다. + +## Structural Sharing의 마법 + +대체 내부적으로 어떤 마법을 부리길래 이런 깊은 변화를 감지하는 걸까요? +Array 참조 자체는 변하지만, 실질적으로 변하지 않은 객체 아이템에 대한 참조는 유지하다뇨! + +사실 여기에 별다른 마법은 없습니다. 말 그대로 `Array`와 `Object`의 각 프로퍼티에 대해 **재귀적으로** 깊게 비교하는 것이 전부입니다. + +아래는 실제 React Query 내 이러한 Structural Sharing에 사용되는 `replaceEqualDeep` 함수의 **전체 코드**입니다. + +```ts +/** + * This function returns `a` if `b` is deeply equal. + * If not, it will replace any deeply equal children of `b` with those of `a`. + * This can be used for structural sharing between JSON values for example. + */ +export function replaceEqualDeep(a: unknown, b: T): T +export function replaceEqualDeep(a: any, b: any): any { + if (a === b) { + return a + } + + const array = isPlainArray(a) && isPlainArray(b) + + if (array || (isPlainObject(a) && isPlainObject(b))) { + const aSize = array ? a.length : Object.keys(a).length + const bItems = array ? b : Object.keys(b) + const bSize = bItems.length + const copy: any = array ? [] : {} + + let equalItems = 0 + + for (let i = 0; i < bSize; i++) { + const key = array ? i : bItems[i] + copy[key] = replaceEqualDeep(a[key], b[key]) + if (copy[key] === a[key] && a[key] !== undefined) { + equalItems++ + } + } + + return aSize === bSize && equalItems === aSize ? a : copy + } + + return b +} +``` + +위에서 보시다시피, `replaceEqualDeep` 함수는 단순하게는 `a`와 `b`를 비교하여, 두 값이 동일하면 이전값 `a`를 반환하고, 그렇지 않으면 새로운 값 `b`를 반환합니다. + +이 때, 두 값이 `Array` 혹은 `Object`인 경우, 각 프로퍼티에 대해서도 `replaceEqualDeep`을 수행합니다. 이러한 과정에서 `copy`란 명칭으로 새로운 객체를 생성하고, 만약 동일한 데이터로 판단되지 않는 경우, 이 `copy`를 반환합니다. + +그에 대한 결과로 앞선 예시처럼, `Array`의 참조 자체는 변경되었는데도, 더 깊게 위치한 `id`가 `3`인 todo 객체에 대한 참조는 변경되지 않을 수 있었습니다. + +## 한계 + +사실, 앞선 로직은 데이터의 크기 자체가 클수록 점점 더 버거울 수 밖에 없습니다. `replaceEqualDeep` 함수가 재귀적으로 수행되며 깊은 프로퍼티에 대해 일일이 비교하기 때문에, 데이터의 크기가 커질수록 수행 시간이 기하급수적으로 늘어나기 때문입니다. + +당연히, 이러한 로직의 수행을 원치 않는 경우를 위해 React Query 측 옵션에서도 이를 비활성화할 수 있도록 `structuralSharing` 옵션을 제공하고 있습니다. (앞서 말한 것처럼, 기본값은 `true`입니다.) + +단순히 로직이 무거운 경우 외에도, 제가 경험했던 것처럼 **의도적으로** `refetch`에 따라 참조가 바뀌어야 하는 경우에도 이를 비활성화할 수 있습니다. + +## 마치며 + +생각보다 React Query는 내부적으로 많은 일을 해주고 있었다는 생각이 듭니다. 일을 하면서 우연히 마주친 경험인데, 그 안에서 이런 점을 또 새로 알아볼 수 있어 유익했네요! :)