From 9abce797a5bece037a4fd298d3c18bd733f0157b Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Tue, 20 Feb 2024 00:48:36 +0900 Subject: [PATCH 01/16] =?UTF-8?q?1=EC=9E=A5=20=EA=B9=A8=EB=81=97=ED=95=9C?= =?UTF-8?q?=20=EC=BD=94=EB=93=9C=20=EC=84=A4=EB=AA=85?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...7\355\225\234 \354\275\224\353\223\234.md" | 82 +++++++++++++++++++ 1 file changed, 82 insertions(+) create mode 100644 "hong/clean-code/1. \352\271\250\353\201\227\355\225\234 \354\275\224\353\223\234.md" diff --git "a/hong/clean-code/1. \352\271\250\353\201\227\355\225\234 \354\275\224\353\223\234.md" "b/hong/clean-code/1. \352\271\250\353\201\227\355\225\234 \354\275\224\353\223\234.md" new file mode 100644 index 0000000..4d23bf3 --- /dev/null +++ "b/hong/clean-code/1. \352\271\250\353\201\227\355\225\234 \354\275\224\353\223\234.md" @@ -0,0 +1,82 @@ +## 1장 깨끗한 코드 + +1장에서는 좋은 코드와 나쁜 코드를 구분하는 능력을 배운다. + +### 코드가 존재하리라 + +- `코드`는 `요구사항`을 상세히 표현하는 `수단`이며 `언어`다. +- 기계가 실행할 정도로 상세하게 요구사항을 명시하는 작업, 이것이 프로그래밍이고, 이렇게 명시한 결과가 바로 코드다. + +> 코드를 자동으로 생성하는 시대가 다가온다는 말이다. 그때가 되면 프로그래머는 필요가 없다. 영업 직원이 명세서에서 프로그램을 자동으로 생성하면 되니까. + +이 책은 2008년에 쓰였지만, 이때에도 코드를 자동으로 생성하는 시대에 대해 논의되고 있었다는 게 놀랍다! 하지만, 로버트 C. 마틴은 이런 관점이 비정형적인 수학이 나오리라 기대하는 수학자와 비슷하다고 말한다. 우리가 시키는 대로가 아니라 원하는 대로 돌아가는 기계가 나오리라고 말이다. 요구사항을 모호하게 줘도 우리 의도를 정확히 꿰뚫어 프로그램을 완벽하게 실행하는 그런 기계 말이다. (이상향에 조금은 가까워졌을지도...) + +창의력과 직관을 보유한 인간조차도 고객의 막연한 감정만 가지고는 성공적인 시스템을 구현하지 못한다. 따라서 요구사항을 상세히 명세하는 과정은 필수적이고, 제대로 명시한 요구사항은 코드만큼 정형적이며 테스트 케이스로 사용해도 좋다는 사실. 요구사항에 더욱 가까운 언어를 만들 수도 있고, 요구사항에서 정형 구조를 뽑아내어 도구로 만들 수도 있지만, 어는 순간에는 정밀한 표현이 필요하다. 그러므로 세상이 아무리 자동화된다고 하더라도 코드는 항상 존재하게 될 것이다. + +### 나쁜 코드 + +> 르블랑의 법칙 (Leblance's Law)
+> Later equals never. 나중은 결코 오지 않는다. 한번 작성한 쓰레기 코드를 나중에 수정하는 일은 결코 없다. + +우리는 모두 좋은 코드가 중요하다는 사실을 안다. 왜? 오랫동안 나쁜 코드에 시달려왔으니까. 나쁜 코드에 발목 잡혀 고생한 기억이 있는가? 조금이라도 프로그램을 짜봤다면 필경 수없이 경험했으리라. 우리는 나쁜 코드를 헤쳐 나간다. 엉킨 덩굴과 숨겨진 함정으로 가득한 늪지를 힘겹게 헤쳐 나간다. 단서나 실마리를 찾으려 발버둥 치지만 소용이 없다. 눈앞에는 무의미한 코드만 끝없이 펼쳐진다. + +어째서 나쁜 코드를 짰는가? +급해서? 서두르느라? 아마 그랬으리라. 제대로 짤 시간이 없다고 생각해서, 코드를 다듬느라 시간을 보냈다가 상사한테 욕먹을까 봐, 지겨워서 빨리 끝내려고, 다른 업무가 너무 밀려 후딱 해치우고 밀린 업무로 넘어가려고... 모두가 겪어본 상황이다. + +우리 모두는 자신이 짠 쓰레기 코드를 쳐다보며 나중에 손보겠다고 생각한 경험이 있다. 우리 모두는 대충 짠 프로그램이 돌아간다는 사실에 안도감을 느끼며 그래도 안 돌아가는 프로그램보다 돌아가는 쓰레기가 좋다고 스스로를 위로한 경험이 있다. 다시 돌아와 나중에 정리하겠다고 다짐했었다... 나중은 결코 오지 않는다. + +### 나쁜 코드로 치르는 대가 + +> 나쁜 코드는 개발 속도를 크게 떨어뜨린다. + +프로젝트 초반에는 번개처럼 나가다가 1-2년 만에 굼벵이처럼 기어가는 팀도 많다. 코드를 고칠 때마다 엉뚱한 곳에서 문제가 생긴다. 간단한 변경은 없다. 매번 얽히고설킨 코드를 `해독`해서 얽히고설킨 코드를 더한다. 시간이 지나면서 쓰레기 더미는 점점 높아지고 깊어지고 커진다. + +> 나쁜 코드가 쌓일수록 팀 생산성은 떨어진다. + +생산성이 떨어지면 관리층은 아래와 같은 단계를 통해 나름대로 복구를 시도한다. 그러다가 생산성은 마침내 0에 근접하게 되며 회사가 망하게 되는 것이다. + +> 인력 추가 투입 -> 시스템 설계 이해 떨어짐 -> 나쁜 코드 더 많이 양산 -> 생산성 더 떨어짐 -> 인력 추가 투입... + +빨리 가려고 좋은 코드를 위한 시간을 들이지 않으면 결국 더 늦게 간다. 진짜 전문가는 나쁜 코드를 양산하면 기한을 맞추지 못한다는 것을 잘 안다. 기한을 맞추는 유일한 방법은, 빨리 가는 유일한 방법은, 언제나 코드를 최대한 깨끗하게 유지하는 습관이다. + +### 깨끗한 코드란? + +> 깨끗한 코드 = 예술. 깨끗한 코드를 작성하는 프로그래머는 빈 캔버스를 우아한 작품으로 바꿔 가는 화가와 같다. + +깨끗한 코드를 구현하는 행위는 그림을 그리는 행위와 비슷하다. 그림을 보면 대부분의 사람은 잘 그려졌는지 엉망으로 그렸는지 안다. 그렇지만 잘 그린 그림을 구분하는 능력이 그림을 잘 그리는 능력은 아니다. 깨끗한 코드를 작성하려면 `청결`이라는 힘겹게 습득한 감각을 활용해 자잘한 기법들을 적용하는 절제와 규율이 필요하다. 열쇠는 `코드 감각`이다. + +책에서는 깨끗한 코드에 관해 설명하기 위해 여러 노련한 프로그래머들의 의견을 인용한다. + +> 비야네 스트롭스트룹 (C++ 창시자)
+> 나는 우아하고 효율적인 코드를 좋아한다. 논리가 간단해야 버그가 숨어들지 못한다. 의존성을 최대한 줄여야 유지보수가 쉬워진다. 오류는 명백한 전략에 의거해 철저히 처리한다. 성능을 최적으로 유지해야 사람들이 원칙 없는 최적화로 코드를 망치려는 유혹에 빠지지 않는다. 깨끗한 코드는 한 가지를 제대로 한다. + +깨끗한 코드는 `보기에 즐거운` 코드다. 잘 만든 오르골이나 잘 디자인된 차를 접할 때처럼 깨끗한 코드는 보는 사람에게 즐거움을 선사해야 한다.
+나쁜 코드는 나쁜 코드를 `유혹`한다. 나쁜 코드를 고치면서 오히려 더 나쁜 코드를 만든다는 뜻이다. 이는 깨진 창문 이론과 비슷하다. 창문이 깨진 건물은 누구도 상관하지 않는다는 인상을 풍긴다. 그래서 서 사람들도 관심을 끊는다. 창문이 더 깨져도 상관하지 않는다. 마침내는 자발적으로 창문을 깬다. 따라서 일단 창문이 깨지고 나면 쇠퇴하는 과정이 시작된다. + +> 그래디 부치 (Object Oriented Analysis and Design with Applications 저자)
+> 깨끗한 코드는 단순하고 직접적이다. 깨끗한 코드는 잘 쓴 문장처럼 읽힌다. 깨끗한 코드는 결코 설계자의 의도를 숨기지 않는다. 오히려 명쾌한 추상화와 단순한 제어문으로 가득하다. + +그래디 부치는 `가독성`을 강조한다. 깨끗한 코드는 잘 쓴 문장처럼 읽혀야 한다. 좋은 소설과 마찬가지로 깨끗한 코드는 해결할 문제의 긴장을 명확히 들어내야 한다. 긴장을 쌓으며 클라이맥스에 이르렀다가 명백한 해법을 제시하며 진장과 문제를 풀어야 한다. 독자가 "아! 당연하지!"라며 무릎을 탁 치도록! + +> 데이브 토마스 (OTI 창립자이자 이클립스 전략의 대부)
+> 깨끗한 코드는 작성자가 아닌 사람도 읽기 쉽고 고치기 쉽다. 단위 테스트 케이스와 인수 테스트 케이스가 존재한다. 깨끗한 코드에는 의미있는 이름이 붙는다. 특정 목적을 달성하는 방법은 (여러 가지가 아니라) 하나만 제공한다. 의존성은 최소이며 명확히 정의한다. API는 명확하며 최소로 줄였다. 언어에 따라 필요한 모든 정보를 코드만으로 명확히 표현할 수 없기에 코드는 문학적으로 표현해야 마땅하다. + +깨끗한 코드는 `다른 사람이 고치기 쉬운` 코드다. 읽기 쉬운 코드와 고치기 쉬운 코드는 엄연히 다르다. 따라서 디이브는 깨끗한 코드를 테스트 케이스와 연관 짓는다. 아무리 코드가 우아해도, 아무리 가독성이 높아도, 테스트 케이스가 없으면 고치기 쉬운 코드가 아니며, 깨끗한 코드라고 할 수 없다. + +> 마이클 페더스 (Working Effectively with Legacy Code 저자)
+> 깨끗한 코드의 특징은 많지만, 그중에서도 모두를 아우르는 특징이 하나 있다. 깨끗한 코드는 언제나 누군가 주의 깊게 짰다는 느낌을 준다. 고치려고 살펴봐도 딱히 손댈 곳이 없다. 작성자가 이미 모든 사항을 고려했으므로. 고칠 궁리를 하다 보면 언제나 제자리로 돌아온다. 그러고는 누군가 남겨준 코드, 누군가 주의 깊게 짜놓은 작품에 감사를 느낀다. + +한마디로 요약하면 `주의`다. 깨끗한 코드는 주의 깊게 작성한 코드다. 누군가 시간을 들여 깔끔하고 단정하게 정리한 코드다. 세세한 사항까지 꼼꼼하게 신경 쓴 코드다. + +> 워드 커닝햄 (위키, 피드, 익스트림 프로그래밍 창시자)
+> 코드를 읽으면서 짐작했던 기능을 각 루틴이 그대로 수행한다면 깨끗한 코드라 불러도 되겠다. 코드가 그 문제를 풀기 위한 언어처럼 보인다면 아름다운 코드라 불러도 되겠다. + +깨끗한 코드는 읽으면서 놀랄 일이 없어야 한다. 코드를 독해하느라 머리를 쥐어짤 필요가 없어야 한다. 읽으면서 짐작한 대로 돌아가는 코드가 깨끗한 코드다. 명백하고 단순해 마음이 끌리는 코드가 깨끗한 코드다. 각 모듈은 다음 무대를 준비한다. 모듈을 읽으면 다음에 벌어질 상황이 보인다. 이만큼 깨끗한 코드는 너무도 잘 짜놓은 코드라 읽는 이가 그 사실을 모르고 넘어간다. 모든 뛰어난 설계처럼 설계자가 코드를 어이없을 정도로 단순하게 설계했기 때문이다. + +코드를 읽는 시간대 코드를 짜는 시간 비율이 10대 1을 훌쩍 넘는다. 새 코드를 짜면서 우리는 끊임없이 기존 코드를 읽는다. 그렇기 때문에 읽기 쉬운 코드가 매우 중요하다. 기존 코드를 읽어야 새 코드를 짜므로 읽기 쉬운 코드를 만들면 짜기도 쉬워진다. 주변 코드를 읽기가 어려우면 새 코드를 짜기도 어렵다. 그러므로 급하다면, 서둘러 끝내려면, 쉽게 짜려면, 읽기 쉽게 만들면 된다. + +### 보이스카우트 규칙 + +> 캠프장은 처음 왔을 때보다 더 깨끗하게 해놓고 떠나라. + +시간이 지날수록 코드가 좋아지는 프로젝트에서 작업한다고 상상해 보라! 전문가라면 너무도 당연하지 않은가! 지속적인 개선이야말로 장인 정신의 본질이 아니던가? From 2c17e7b6cd2a048adaa23b72241c94e9deea1d53 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Wed, 21 Feb 2024 01:06:34 +0900 Subject: [PATCH 02/16] =?UTF-8?q?2=EC=9E=A5=20=EC=9D=98=EB=AF=B8=20?= =?UTF-8?q?=EC=9E=88=EB=8A=94=20=EC=9D=B4=EB=A6=84=20=EB=82=B4=EC=9A=A9=20?= =?UTF-8?q?=EC=A0=88=EB=B0=98=20=EC=A0=95=EB=A6=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...0\353\212\224 \354\235\264\353\246\204.md" | 184 ++++++++++++++++++ 1 file changed, 184 insertions(+) create mode 100644 "hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" diff --git "a/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" "b/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" new file mode 100644 index 0000000..f8d9eab --- /dev/null +++ "b/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" @@ -0,0 +1,184 @@ +## 2장 의미 있는 이름 + +> "첫 아이의 이름을 짓듯이" + +2장에서는 이름을 잘 짓는 간단한 규칙을 소개한다. + +소프트웨어에서 이름은 어디나 쓰인다. 우리는 변수에도 이름을 붙이고, 함수에도, 인수, 클래스, 패키지, 소스 파일, 소스 파일이 담긴 디렉터리, jar 파일, war 파일, ear 파일에도 이름을 붙인다. 여기저기 도처에서 이름을 사용한다. 이렇듯 많이 사용하므로 이름을 잘 지으면 여러모로 편하다. 좋은 이름을 지으려면 시간이 걸리지만 좋은 이름으로 절약하는 시간이 훨씬 더 많다. 그러므로 이름을 주의 깊게 살펴 더 나은 이름이 떠오르면 개선하기를 바란다. 그러면 코드를 읽는 사람이 좀 더 행복해지리라. + +### 의도를 분명히 밝혀라 + +말하기는 쉽다. 하지만 의도가 분명한 이름은 정말로 중요하다. +변수나 함수 그리고 클래스 이름은 다음과 같은 굵직한 질문에 모두 답해야 한다. + +- 변수(혹은 함수나 클래스)의 존재 이유는? +- 수행 기능은? +- 사용 방법은? + +위 질문에 답하기 위해 따로 주석이 필요하다면 의도를 분명히 드러내지 못했다는 뜻이다. + +나쁜 예시: + +```java +int d; // 경과 시간(단위: 날짜) +``` + +이름 `d`는 아무런 정보도 제공하지 못한다. 경과 시간이나 날짜라는 느낌이 안 든다. 이런 이름은 나쁜 이름이다. + +좋은 예시: + +```java +int elapsedTimeInDays; +int daysSinceCreation; +int daysSinceModification; +int fileAgeInDays; +``` + +위와 같이 측정하려는 값과 단위를 이름에서 확인할 수 있다. 이름만으로도 주석이 필요 없어진다. + +다음은 나쁜 함수의 예시다. + +```java +public List getThem() { + List list1 = new ArrayList(); + for (int[] x : theList) + if (x[0] == 4) + list1.add(x); + return list1; +} +``` + +코드가 하는 일을 짐작하기 어렵다. 왜일까? 복잡한 문장은 없다. 문제는 코드의 단순성이 아니라 코드의 `함축성`이다. 다시 말해, 코드 맥락이 코드 자체에 명시적으로 드러나지 않는다. 위 코드는 암암리에 독자가 다음과 같은 정보를 안다고 가정한다. + +1. `theList`에 무엇이 들어있는가? +2. `theList`의 0번째 값이 어째서 중요한가? +3. 값 4는 무슨 의미인가? +4. 반환된 리스트 `list1`을 어떻게 사용하는가? + +위 코드 샘플엔 이와 같은 정보가 드러나지 않는다. 이번엔 좋은 예시를 보자. + +```java +public List getFlaggedCells() { + List flaggedCells = new ArrayList(); + for (int[] cell : gameBoard) + if (cell.isFlagged()) + flaggedCells.add(cell); + return flaggedCells; +} +``` + +이름만 봐도 코드가 하는 일을 짐작할 수 있다. `gameBoard`에서 `flagged`인 `cell`을 찾아 반환한다. 이제 주석이 필요 없다. + +위 코드는 지뢰 찾기 게임을 만드는 데 사용되는 코드다. `gameBoard`는 게임판을 나타내는 2차원 배열이다. `cell.isFlagged()`는 지뢰가 있다고 표시한 상태를 나타낸다. 이런 정보를 이름만으로 알 수 있다. + +이처럼 이름만 고쳤는데도 함수가 하는 일을 이해하기 쉬워졌다. 바로 이것이 좋은 이름이 주는 위력이다. + +### 그릇된 정보를 피하라 + +프로그래머는 코드에 그릇된 단서를 남겨서는 안 된다. 그릇된 단서는 코드를 오해하게 만든다. + +> 1. 나름대로 널리 쓰이는 의미가 있는 단어를 다른 의미로 사용하면 안 된다. + +예를 들어, `hp`라는 이름을 사용했는데 이게 `honor points`의 약자라고 한다면, 이는 그릇된 정보다. `hp`는 보통 유닉스 OS 플랫폼의 `Hewlett Packard Unix`를 떠올릴 수 있기 때문에 명확하지 않은 `hp`라는 변수는 독자에게 그릇된 정보를 제공한다. + +> 2. 데이터 타입이 다른 타입 이름을 변수명에 사용하면 안 된다. + +여러 계정을 그룹으로 묶을 때, 실제 List 데이터 타입을 사용한 게 아니라면, `accountList`라는 이름을 사용하면 안 된다. 계정을 담는 컨테이너가 실제 List가 아니라면 프로그래머에게 그릇된 정보를 제공할 수 있다. 따라서 `accountGroup`이나 `bunchOfAccounts`, 아니면 단순히 `Accounts` 등이 좋은 이름이다. + +> 3. 서로 흡사한 이름을 사용하지 않도록 주의한다. 하지만 유사한 개념은 유사한 표기법을 사용한다. + +한 모듈에서 `XYZControllerForEfficientHandlingOfStrings`라는 이름을 사용하고, 조금 떨어진 모듈에서 `XYZControllerForEfficientStorageOfStrings`라는 이름을 사용한다면? 차이를 알아채기 힘들 정도로 두 단어는 비슷하다. 이런 이름은 프로그래머에게 흡사한 기능을 제공한다고 오해하게 만든다. + +반면에 유사한 개념은 유사한 표기법을 사용한다. 일관성이 떨어지는 표기법은 그릇된 정보다. 예를 들어, `controller`라는 이름을 사용했다면, `manager`라는 이름을 사용하지 않는다. `controller`와 `manager`는 유사한 개념이므로, 유사한 표기법을 사용해야 한다. + +### 의미 있게 구분하라 + +컴파일러나 인터프리터만 통과하려는 생각으로 코드를 구현하는 프로그래머는 스스로 문제를 일으킨다. 예를 들어 동일한 범위 안에서는 다른 두 개념에 같은 이름을 사용하지 못한다. 그래서 프로그래머는 한쪽 이름을 마음대로 바꾸고 싶은 유혹에 빠진다. + +나쁜 예시: + +```java +public static void copyChars(char a1[], char a2[]) { + for (int i = 0; i < a1.length; i++) { + a2[i] = a1[i]; + } +} +``` + +이름이 달라야 한다면 의미도 달라져야 한다. 연속적인 숫자를 덧붙인 이름(예: a1, a2, ..., aN)은 의도적인 이름과 정반대다. 이런 이름은 아무런 정보를 제공하지 못하는 이름이며, 저자의 의도를 전혀 드러내지 못한다. + +좋은 예시: + +```java +public static void copyChars(char source[], char destination[]) { + for (int i = 0; i < source.length; i++) { + destination[i] = source[i]; + } +} +``` + +반면에 위와 같이 함수의 인수 이름을 `source`와 `destination`으로 사용한다면 의도를 명확히 전달할 수 있고, 코드 읽기가 훨씬 더 쉬워진다. + +> 의미가 불분명한 단어를 추가한 이름 역시 아무런 정보도 제공하지 못한다. + +예를 들어, `Product`라는 클래스가 있다고 가정하자. 다른 클래스의 이름을 `ProductInfo` 혹은 `ProductData`라고 짓는다면, 이는 개념을 구분하지 않은 채 이름만 달리한 것이다. 위 두 클래스에서 제품 정보를 찾으려면 어느 클래스를 뒤져야 빠를까? 이런 이름은 그릇된 정보를 제공한다. + +명확한 관례가 없다면 변수 moneyAccount는 money와, customerInfo는 customer와, accountData는 account와, theMessage는 message와 구분이 안 된다. 읽는 사람이 차이를 알도록 이름을 지어야 한다. + +### 발음하기 쉬운 이름을 사용하라 + +이름을 발음하기 어렵다면, 그 이름은 사용하기 어렵다. 프로그래머는 코드를 읽고 말하기 때문에 발음하기 쉬운 이름을 사용해야 한다. 예를 들어, 책에서 한 회사에서 사용되었던 `genymdhms` (generate date, year, month, day, hour, minute, second)라는 변수를 나쁜 예시로 소개한다. 이런 이름은 새로운 개발자가 들어오면 변수를 설명해 준 다음 누군가 만들어낸 발음을 알려줘야 할 것이다. 발음하기 어려운 이름은 사용하기 어렵게 만든다. + +나쁜 예시: + +```java +class DtaRcrd102 { + private Date genymdhms; + private Date modymdhms; + private final String pszqint = "102"; +} +``` + +좋은 예시: + +```java +class Customer { + private Date generationTimestamp; + private Date modificationTimestamp; + private final String recordId = "102"; +} +``` + +놀랍게도 두 코드는 같은 코드지만, 두 번째 코드는 훨씬 더 읽기 쉽다. 발음하기 쉬운 이름은 의미를 명확하게 전달해 줄 뿐만 아니라 코드를 읽기 쉽게 만든다. + +### 검색하기 쉬운 이름을 사용하라 + +문자 하나를 사용하는 이름과 상수는 텍스트 코드에서 쉽게 눈에 띄지 않는다는 문제가 있다. 예를 들어, 코드에서 `e`라는 이름을 검색하면 `e`라는 문자가 들어간 모든 변수를 찾아야 한다. 이런 이름은 검색하기 어렵다. + +> 이름의 길이는 범위의 크기에 비례해야 한다. + +`MAX_CLASSES_PER_STUDENT`는 grep으로 찾기 쉽지만, 숫자 `7`은 찾기 어렵다. `7`이 들어가는 파일 이름이나 수식이 모두 검색되기 때문이다. 이런 관점에서 긴 이름이 짧은 이름보다 좋다. + +이름을 의미 있게 지으면 함수가 길어진다. 로컬 변수를 한 문자로 사용하는 것은 큰 문제가 되진 않는다. 하지만 변수나 상수를 여러 곳에서 사용한다면 검색하기 쉬운 이름이 바람직하다. 또한 이름을 사용하는 모든 곳을 찾아야 할 때, 약어를 사용한 짧은 이름보단 의미를 담은 긴 이름이 검색에 더 효과적이다. + +### 인코딩을 피하라 + +### 자신의 기억력을 자랑하지 말라 + +### 클래스 이름 + +### 메서드 이름 + +### 기발한 이름은 피하라 + +### 한 개념에 한 단어를 사용하라 + +### 말장난을 하지 마라 + +### 해법 영역에서 가져온 이름을 사용하라 + +### 문제 영역에서 가져온 이름을 사용하라 + +### 의미 있는 맥락을 추가하라 + +### 불필요한 맥락을 없애라 From 2f8de01cb1b9536bef219d865f64057bb12d380d Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Fri, 23 Feb 2024 22:19:52 +0900 Subject: [PATCH 03/16] =?UTF-8?q?=EC=9D=98=EB=AF=B8=20=EC=9E=88=EB=8A=94?= =?UTF-8?q?=20=EC=9D=B4=EB=A6=84=20=EC=A7=93=EA=B8=B0=202?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...0\353\212\224 \354\235\264\353\246\204.md" | 136 ++++++++++++++++++ 1 file changed, 136 insertions(+) diff --git "a/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" "b/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" index f8d9eab..4b47329 100644 --- "a/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" +++ "b/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" @@ -163,22 +163,158 @@ class Customer { ### 인코딩을 피하라 +유형이나 범위 정보까지 인코딩에 넣으면 그만큼 이름을 해독하기 어려워진다. 문제 해결에 집중하는 개발자에게 인토딩은 불필요한 정신적 부담이다. 인코딩한 이름은 거의가 발음하기 어려우며 오타가 생기기도 쉽다. + +#### 헝가리식 표기법을 피하라 + +> 프로그래밍 언어에서 변수 및 함수의 임자 이름 앞에 데이터 타입을 명시하는 코딩 규칙이다. + +IDE라는게 부실했던 80년대 당시에는 이 규칙이 엄청난 센세이션을 불러 일으켰다. 당시는 컴파일러가 타입을 점검하지 않았으므로 프로그래머에게 타입을 기억할 단서가 필요했다. +하지만 최근의 모든 프로그래밍 언어는 훨씬 많은 타입을 지원하며, 또한 컴파일러가 타입을 기억하고 강제한다. +자바 프로그래머는 더 이상 변수 이름에 타입을 인코딩할 필요가 없다. 객체는 강한 타입이며, IDE는 코드를 컴파일하지 않고도 타입 오류를 감지할 수 있다. 따라서 이제는 헝가리식 표기법이나 기타 인코딩 방식이 오리혀 방해가 될 뿐이다. 변수, 함수, 클래스 이름이나 타입을 바꾸기가 어려줘지며, 읽기도 어려워진다. + +나쁜 예시: + +```java +PhoneNumber phoneString; // 타입이 바뀌어도 이름은 바뀌지 않는다! +``` + +#### 멤버 변수 접두어 + +멤버 변수에 `m_`이라는 접두어를 붙이는 방식도 더 이상 불필요하다. 이런 접두어를 사용하는 대신 멤버 변수를 다른 색상으로 표시하거나 눈에 띄게 보여주는 IDE를 사용해야 마땅하다. + +나쁜 예시: + +```java +public class Part { + private String m_dsc; // 설명 + void setName(String name) { + m_dsc = name; + } +} +``` + +좋은 예시: + +```java +public class Part { + String description; + void setDescription(String description) { + this.description = description; + } +} +``` + +#### 인터페이스 클래스와 구현 클래스 [(클래스 구분 설명)](https://medium.com/@ellehallal/interfaces-abstract-classes-and-concrete-classes-13af02ae96cf#:~:text=Unlike%20an%20interface%20or%20abstract,inherit%20from%20one%20parent%20class.) + +때로는 인코딩이 필요한 경우도 있다. 예를 들어, 도형을 생성한느 abstract factory를 구현한다고 가정하자. 이 팩토리는 interface class다. 구현은 concrete class에서 한다. 그렇다면 두 클래스 이름을 어떻게 지어야 좋을까? + +옛날 코드에서 많이 사용하는 접두어 I는 주의를 흐트리고 과도한 정보를 제공한다. 그래서 인터페이스 클래스 이름과 구현 클래스 이름 중 하나를 인코딩해야 한다면 구현 클래스 이름을 택하는 게 좋다고 판단한다. + +나쁜 예시: + +```java +interface IShapeFactory { + Shape newShape(); +} +``` + +좋은 예시: + +```java +interface ShapeFactory { + Shape newShape(); +} + +class ShapeFactoryImpl implements ShapeFactory { + Shape newShape() { + return new Shape(); + } +} +``` + ### 자신의 기억력을 자랑하지 말라 +독자가 코드를 읽으면서 변수 이름을 자신이 아는 이름으로 변환해야 한다면 그 변수 이름은 바람직하지 못하다. 예를 들어 문자 하나만 사용하는 변수 이름은 문제가 있다. 독자가 실제 개념으로 변환해야 하니까. 최악은 a와 b를 이미 사용하므로 c를 선택한다는 논리다. + +똑똑한 프로그래머와 전문가 프로그래머 사이에서 나타나는 차이점 하나만 들자면, 전문가 프로그래머는 **명로함이 최고**라는 사실을 이해한다. 전문가 프로그래머는 자신의 능력을 좋은 방향으로 사용해 남들이 이해하는 코드를 내놓는다. + ### 클래스 이름 +클래스 이름과 객체 이름은 명사나 명사구가 적합하다. Customer, WikiPage, Account, AddressParser 등이 좋은 예다. Manager, Processor, Data, Info 등과 같은 단어는 피하고, 동사는 사용하지 않는다. + ### 메서드 이름 +메서드 이름은 동사나 동사구가 적합하다. postPayment, deletePage, save 등이 좋은 예다. 접근자(getter), 변경자(setter), 조건자(predicate)는 javabean 표준에 따라 값 앞에 get, set, is를 붙인다. + +```java +String name = employee.getName(); +customer.setName("mike"); +if (paycheck.isPosted())... +``` + +생성자(constructor)를 중복정의(overload)할 때는 정적 팩토리 메서드를 사용한다. + +> 생성자 대신 정적 팩토리 메서드를 고려하라 + +메서드는 인수를 설명하는 이름을 사용한다. 예를 들어, `Complex` 클래스의 생성자 중복정의는 다음과 같다. + +```java +Complex fulcrumPoint = Complex.FromRealNumber(23.0); +``` + +위 코드가 아래 코드보다 좋다. + +```java +Complex fulcrumPoint = new Complex(23.0); +``` + ### 기발한 이름은 피하라 +이름이 너무 기발하면 저자와 유머 감각이 비슷한 사람만, 그리고 농담을 기억하는 동안만, 이름을 기억한다. 예를 들어 kill() 대신에 whack()이라 부르거나 abort() 대신 eatMyShort()이라 부른다면 특정 문화를 알아야 이해할 수 있을 것이다. 재미난 이름 보다 명료한 이름을 선택하라. + ### 한 개념에 한 단어를 사용하라 +추상적인 개념 하나에 단어 하나를 선택해 이를 고수한다. 예를 들어, 똑같은 메서드를 클래스마다 fetch, retrieve, get으로 제각각 부르면 혼란스럽다. 따라서 메서드 이름은 독자적이고 일관적이어야 한다. 그래야 주석을 뒤져보지 않고도 프로그래머가 올바른 메서드를 선택할 수 있다. + +마찬가지로, 동일 코드 기반에 controller, manager, driver를 섞어 쓰면 혼란스럽다. DeviceManager와 ProtocolController는 근본적으로 어떻게 다른가? 이름이 다르면 독자는 당연히 클래스도, 타입도 다르리라 생각한다. + +일관성 있는 어휘는 코드를 사용할 프로그래머가 반갑게 여길 선물이다. + ### 말장난을 하지 마라 +한 단어를 두가지 목적으로 사용하지 마라. 다른 개념에 같은 단어를 사용한다면 그것은 말잔난에 불과하다. + +예를 들어, 여러 클래스에 `add`라는 메서드가 생겼다. `add`라는 메서드는 값을 더하는 연산을 수행한다. 새로 작성하는 메서드는 집합에 값 하나를 추가한다. 이 메서드는 `add`라 불러도 괜찮을까? `add`라는 메서드가 많으므로 일관성을 지키려면 `add`라 불러야 하지 않을까? 하지만 새 메서드는 기존 `add` 메서드와 맥락이 다르다. 이런 경우에는 `insert`나 `append`라는 이름이 적당하다. 새 메서드를 `add`라 부른다면 이는 말장난이다. + +프로그래머는 코드를 최대한 이해하기 쉽게 짜야 한다. 집중적인 탐구가 필요한 코드가 아니라 대충 훑어봐도 이해할 코드 작성이 목표다. 의미를 해독할 핵임이 독자에게 있는 논문 모델이 아니라 의도를 밝힐 책임이 저자에게 있는 잡지 모델이 바람직하다. + ### 해법 영역에서 가져온 이름을 사용하라 +코드를 읽을 사람도 프로그래머라는 사실을 명심한다. 그러므로 전산 용어 ,알고리즘 이름, 패턴 이름, 수학 용어 들을 사용해도 괜찮다. `모든` 이름을 문제 영역(domain)에서 가져오는 정책은 현명하지 못하다. 같은 개념을 다른 이름으로 이해하던 동료들이 매번 고객에게 의미를 물어야하기 때문이다. + ### 문제 영역에서 가져온 이름을 사용하라 +적절한 `프로그래머 용어`가 없다면 문제 영역에서 이름을 가져온다. 그러면 코드를 보수하는 프로그래머가 적어도 분야 전문가에게 의미를 물어 파악할 수 있기 때문이다. + +우수한 프로그래머가 설계자라면 해법 영역과 문제 영역을 구분할 줄 알아야 한다. 문제 영역 개념과 관련이 깊은 코드라면 문제 영역에서 이름을 가져오는 게 좋다. + ### 의미 있는 맥락을 추가하라 +스스로 의미가 분명한 이름이 없지 않다. 하지만 대다수 이름은 그렇지 못하다. 그래서 클래스, 함수, 이름 공간에 넣어 의미를 분명하게한다. 모든 방법이 실패하면 마지막 수단으로 접두어를 붙인다. + +예를 들어, `firstName`, `lastName`, `street`, `houseNumber`, `city`, `state`, `zipcode`라는 변수가 있다. 변수를 훑어보면 주소라는 사실을 금방 알아챈다. 하지만 어느 메서드가 `state`라는 번수 하나만 사용한다면? 변수 `state`가 주소의 일부라는 사실을 금방 알아챌까? + +가장 좋은 방법은 `Address`라는 클래스를 만드는 것이다. 그러면 `state`라는 변수가 `Address` 클래스의 일부라는 사실을 알 수 있다. 하지만 `Address`라는 클래스를 만들기에는 너무 작다면, `Address`라는 접두어를 붙여 `addrFirstName`, `addrLastName`, `addrState`라고 쓰는 방법도 있다. 접두어로 인해 변수가 좀 더 큰 구조에 속한다는 사실이 적어도 독자에게는 분명해진다. + ### 불필요한 맥락을 없애라 + +`Gas Station Deluxe`라는 애플리케이션을 짠다고 가정하자. 모든 클래스 이름을 `GSD`로 시작하겠다는 생각은 전혀 바람직하지 못하다. 예를 들어 `GSD` 회계 모듈에 `MailingAddress` 클래스를 추가하면서 `GSDAccountAddress`로 이름을 바꿨다. 나중에 다른 고객 관리 프로그램에서 고객 주소가 필요할 때 `GSDAccountAddress`를 사용할 수 있을까? + +일반적으로는 짧은 이름이 긴 이름보다 좋다. 단, 의미가 분명한 경우에 한해서다. 이름에 불필요한 맥락을 추가하지 않도록 주의한다. + +`accountAddress`와 `customerAddress`는 `Address` 클래스의 인스턴스로는 좋은 이름이다. 하지만 클래스 이름으로는 적합하지 않다. `Address`와 같이 불필요한 맥락을 제거해야 의미가 더 분명해진다. + +### 결론 + +사람들이 이름을 바꾸지 않으려는 이유 중 하나는 다른 개발자가 반대할까 두려워서다. 하지만 (좋은 이름으로 바꿔준다면) 오히려 반갑고 고마울 것이다. 우리들 대다수는 자신이 짠 클래스 일므과 메서드 이름을 모두 암기하지 못한다. 암기는 요즘 나오는 도우에 맡기고, 우리는 문장이나 문단처럼 읽히는 코드 또는 적어도 표나 자료 구조처럼 읽히는 코드를 짜는 데만 집중해야 마땅하다. 여느 코드 개선 노력과 마찬가지로 이름 역시 나름대로 바꿨다가는 누군가 질책할지도 모른다. 그렇다고 코드를 개선하려는 노력을 중단해서는 안 된다. 이름을 바꾸는 데 시간을 들이면 코드를 읽는 사람이 훨씬 더 행복해진다. 그러므로 이름을 주의 깊게 살펴 더 나은 이름이 떠오르면 개선하기를 바란다. From e133ae9875d7fd20928102d7044ddd55d3b4283d Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Fri, 23 Feb 2024 22:30:58 +0900 Subject: [PATCH 04/16] =?UTF-8?q?=EC=98=A4=ED=83=80=20=EC=88=98=EC=A0=95?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...0\353\212\224 \354\235\264\353\246\204.md" | 30 +++++++++---------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git "a/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" "b/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" index 4b47329..4a29453 100644 --- "a/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" +++ "b/hong/clean-code/2. \354\235\230\353\257\270 \354\236\210\353\212\224 \354\235\264\353\246\204.md" @@ -163,15 +163,15 @@ class Customer { ### 인코딩을 피하라 -유형이나 범위 정보까지 인코딩에 넣으면 그만큼 이름을 해독하기 어려워진다. 문제 해결에 집중하는 개발자에게 인토딩은 불필요한 정신적 부담이다. 인코딩한 이름은 거의가 발음하기 어려우며 오타가 생기기도 쉽다. +유형이나 범위 정보까지 인코딩에 넣으면 그만큼 이름을 해독하기 어려워진다. 문제 해결에 집중하는 개발자에게 인코딩은 불필요한 정신적 부담이다. 인코딩한 이름은 대부분이 발음하기 어려우며 오타가 생기기도 쉽다. #### 헝가리식 표기법을 피하라 > 프로그래밍 언어에서 변수 및 함수의 임자 이름 앞에 데이터 타입을 명시하는 코딩 규칙이다. -IDE라는게 부실했던 80년대 당시에는 이 규칙이 엄청난 센세이션을 불러 일으켰다. 당시는 컴파일러가 타입을 점검하지 않았으므로 프로그래머에게 타입을 기억할 단서가 필요했다. +IDE라는 게 부실했던 80년대 당시에는 이 규칙이 엄청난 센세이션을 불러일으켰다. 당시는 컴파일러가 타입을 점검하지 않았으므로 프로그래머에게 타입을 기억할 단서가 필요했다. 하지만 최근의 모든 프로그래밍 언어는 훨씬 많은 타입을 지원하며, 또한 컴파일러가 타입을 기억하고 강제한다. -자바 프로그래머는 더 이상 변수 이름에 타입을 인코딩할 필요가 없다. 객체는 강한 타입이며, IDE는 코드를 컴파일하지 않고도 타입 오류를 감지할 수 있다. 따라서 이제는 헝가리식 표기법이나 기타 인코딩 방식이 오리혀 방해가 될 뿐이다. 변수, 함수, 클래스 이름이나 타입을 바꾸기가 어려줘지며, 읽기도 어려워진다. +자바 프로그래머는 더 이상 변수 이름에 타입을 인코딩할 필요가 없다. 객체는 강한 타입이며, IDE는 코드를 컴파일하지 않고도 타입 오류를 감지할 수 있다. 따라서 이제는 헝가리식 표기법이나 기타 인코딩 방식이 오히려 방해될 뿐이다. 변수, 함수, 클래스 이름이나 타입을 바꾸기가 어려워지며, 읽기도 어려워진다. 나쁜 예시: @@ -207,9 +207,9 @@ public class Part { #### 인터페이스 클래스와 구현 클래스 [(클래스 구분 설명)](https://medium.com/@ellehallal/interfaces-abstract-classes-and-concrete-classes-13af02ae96cf#:~:text=Unlike%20an%20interface%20or%20abstract,inherit%20from%20one%20parent%20class.) -때로는 인코딩이 필요한 경우도 있다. 예를 들어, 도형을 생성한느 abstract factory를 구현한다고 가정하자. 이 팩토리는 interface class다. 구현은 concrete class에서 한다. 그렇다면 두 클래스 이름을 어떻게 지어야 좋을까? +때로는 인코딩이 필요한 경우도 있다. 예를 들어, 도형을 생성하는 abstract factory를 구현한다고 가정하자. 이 팩토리는 interface class다. 구현은 concrete class에서 한다. 그렇다면 두 클래스 이름을 어떻게 지어야 좋을까? -옛날 코드에서 많이 사용하는 접두어 I는 주의를 흐트리고 과도한 정보를 제공한다. 그래서 인터페이스 클래스 이름과 구현 클래스 이름 중 하나를 인코딩해야 한다면 구현 클래스 이름을 택하는 게 좋다고 판단한다. +옛날 코드에서 많이 사용하는 접두어 I는 주의를 흩트리고 과도한 정보를 제공한다. 그래서 인터페이스 클래스 이름과 구현 클래스 이름 중 하나를 인코딩해야 한다면 구현 클래스 이름을 택하는 게 좋다고 판단한다. 나쁜 예시: @@ -237,7 +237,7 @@ class ShapeFactoryImpl implements ShapeFactory { 독자가 코드를 읽으면서 변수 이름을 자신이 아는 이름으로 변환해야 한다면 그 변수 이름은 바람직하지 못하다. 예를 들어 문자 하나만 사용하는 변수 이름은 문제가 있다. 독자가 실제 개념으로 변환해야 하니까. 최악은 a와 b를 이미 사용하므로 c를 선택한다는 논리다. -똑똑한 프로그래머와 전문가 프로그래머 사이에서 나타나는 차이점 하나만 들자면, 전문가 프로그래머는 **명로함이 최고**라는 사실을 이해한다. 전문가 프로그래머는 자신의 능력을 좋은 방향으로 사용해 남들이 이해하는 코드를 내놓는다. +똑똑한 프로그래머와 전문가 프로그래머 사이에서 나타나는 차이점 하나만 들자면, 전문가 프로그래머는 **명료함이 최고**라는 사실을 이해한다. 전문가 프로그래머는 자신의 능력을 좋은 방향으로 사용해 남들이 이해하는 코드를 내놓는다. ### 클래스 이름 @@ -257,13 +257,13 @@ if (paycheck.isPosted())... > 생성자 대신 정적 팩토리 메서드를 고려하라 -메서드는 인수를 설명하는 이름을 사용한다. 예를 들어, `Complex` 클래스의 생성자 중복정의는 다음과 같다. +예를 들어, 아래의 두 예제를 보면 정적 팩토리 메서드를 사용한 것이 더 명확하다. ```java Complex fulcrumPoint = Complex.FromRealNumber(23.0); ``` -위 코드가 아래 코드보다 좋다. +메서드는 인수를 설명하는 이름을 사용한다. 위 코드가 아래 코드보다 더 명확한 의미를 전달한다. ```java Complex fulcrumPoint = new Complex(23.0); @@ -271,19 +271,19 @@ Complex fulcrumPoint = new Complex(23.0); ### 기발한 이름은 피하라 -이름이 너무 기발하면 저자와 유머 감각이 비슷한 사람만, 그리고 농담을 기억하는 동안만, 이름을 기억한다. 예를 들어 kill() 대신에 whack()이라 부르거나 abort() 대신 eatMyShort()이라 부른다면 특정 문화를 알아야 이해할 수 있을 것이다. 재미난 이름 보다 명료한 이름을 선택하라. +이름이 너무 기발하면 저자와 유머 감각이 비슷한 사람만, 그리고 농담을 기억하는 동안만, 이름을 기억한다. 예를 들어 kill() 대신에 whack()이라 부르거나 abort() 대신 eatMyShort()이라 부른다면 특정 문화를 알아야 이해할 수 있을 것이다. 재미난 이름보다 명료한 이름을 선택하라. ### 한 개념에 한 단어를 사용하라 추상적인 개념 하나에 단어 하나를 선택해 이를 고수한다. 예를 들어, 똑같은 메서드를 클래스마다 fetch, retrieve, get으로 제각각 부르면 혼란스럽다. 따라서 메서드 이름은 독자적이고 일관적이어야 한다. 그래야 주석을 뒤져보지 않고도 프로그래머가 올바른 메서드를 선택할 수 있다. -마찬가지로, 동일 코드 기반에 controller, manager, driver를 섞어 쓰면 혼란스럽다. DeviceManager와 ProtocolController는 근본적으로 어떻게 다른가? 이름이 다르면 독자는 당연히 클래스도, 타입도 다르리라 생각한다. +마찬가지로, 동일 코드 기반에 controller, manager, driver를 섞어 쓰면 혼란스럽다. DeviceManager와 ProtocolController는 근본적으로 무엇이 다른가? 이름이 다르면 독자는 당연히 클래스도, 타입도 다르리라 생각한다. 일관성 있는 어휘는 코드를 사용할 프로그래머가 반갑게 여길 선물이다. -### 말장난을 하지 마라 +### 말장난하지 마라 -한 단어를 두가지 목적으로 사용하지 마라. 다른 개념에 같은 단어를 사용한다면 그것은 말잔난에 불과하다. +한 단어를 두 가지 목적으로 사용하지 마라. 다른 개념에 같은 단어를 사용한다면 그것은 말장난에 불과하다. 예를 들어, 여러 클래스에 `add`라는 메서드가 생겼다. `add`라는 메서드는 값을 더하는 연산을 수행한다. 새로 작성하는 메서드는 집합에 값 하나를 추가한다. 이 메서드는 `add`라 불러도 괜찮을까? `add`라는 메서드가 많으므로 일관성을 지키려면 `add`라 불러야 하지 않을까? 하지만 새 메서드는 기존 `add` 메서드와 맥락이 다르다. 이런 경우에는 `insert`나 `append`라는 이름이 적당하다. 새 메서드를 `add`라 부른다면 이는 말장난이다. @@ -291,7 +291,7 @@ Complex fulcrumPoint = new Complex(23.0); ### 해법 영역에서 가져온 이름을 사용하라 -코드를 읽을 사람도 프로그래머라는 사실을 명심한다. 그러므로 전산 용어 ,알고리즘 이름, 패턴 이름, 수학 용어 들을 사용해도 괜찮다. `모든` 이름을 문제 영역(domain)에서 가져오는 정책은 현명하지 못하다. 같은 개념을 다른 이름으로 이해하던 동료들이 매번 고객에게 의미를 물어야하기 때문이다. +코드를 읽을 사람도 프로그래머라는 사실을 명심한다. 그러므로 전산 용어, 알고리즘 이름, 패턴 이름, 수학 용어 들을 사용해도 괜찮다. `모든` 이름을 문제 영역(domain)에서 가져오는 정책은 현명하지 못하다. 같은 개념을 다른 이름으로 이해하던 동료들이 매번 고객에게 의미를 물어야 하기 때문이다. ### 문제 영역에서 가져온 이름을 사용하라 @@ -301,7 +301,7 @@ Complex fulcrumPoint = new Complex(23.0); ### 의미 있는 맥락을 추가하라 -스스로 의미가 분명한 이름이 없지 않다. 하지만 대다수 이름은 그렇지 못하다. 그래서 클래스, 함수, 이름 공간에 넣어 의미를 분명하게한다. 모든 방법이 실패하면 마지막 수단으로 접두어를 붙인다. +스스로 의미가 분명한 이름이 없지 않다. 하지만 대다수 이름은 그렇지 못하다. 그래서 클래스, 함수, 이름 공간에 넣어 의미를 분명하게 한다. 모든 방법이 실패하면 마지막 수단으로 접두어를 붙인다. 예를 들어, `firstName`, `lastName`, `street`, `houseNumber`, `city`, `state`, `zipcode`라는 변수가 있다. 변수를 훑어보면 주소라는 사실을 금방 알아챈다. 하지만 어느 메서드가 `state`라는 번수 하나만 사용한다면? 변수 `state`가 주소의 일부라는 사실을 금방 알아챌까? @@ -317,4 +317,4 @@ Complex fulcrumPoint = new Complex(23.0); ### 결론 -사람들이 이름을 바꾸지 않으려는 이유 중 하나는 다른 개발자가 반대할까 두려워서다. 하지만 (좋은 이름으로 바꿔준다면) 오히려 반갑고 고마울 것이다. 우리들 대다수는 자신이 짠 클래스 일므과 메서드 이름을 모두 암기하지 못한다. 암기는 요즘 나오는 도우에 맡기고, 우리는 문장이나 문단처럼 읽히는 코드 또는 적어도 표나 자료 구조처럼 읽히는 코드를 짜는 데만 집중해야 마땅하다. 여느 코드 개선 노력과 마찬가지로 이름 역시 나름대로 바꿨다가는 누군가 질책할지도 모른다. 그렇다고 코드를 개선하려는 노력을 중단해서는 안 된다. 이름을 바꾸는 데 시간을 들이면 코드를 읽는 사람이 훨씬 더 행복해진다. 그러므로 이름을 주의 깊게 살펴 더 나은 이름이 떠오르면 개선하기를 바란다. +사람들이 이름을 바꾸지 않으려는 이유 중 하나는 다른 개발자가 반대할까 두려워서다. 하지만 (좋은 이름으로 바꿔준다면) 오히려 반갑고 고마울 것이다. 우리들 대다수는 자신이 짠 클래스 이름과 메서드 이름을 모두 암기하지 못한다. 암기는 요즘 나오는 도구에 맡기고, 우리는 문장이나 문단처럼 읽히는 코드 또는 적어도 표나 자료 구조처럼 읽히는 코드를 짜는 데만 집중해야 마땅하다. 여느 코드 개선 노력과 마찬가지로 이름 역시 나름대로 바꿨다가는 누군가 질책할지도 모른다. 그렇다고 코드를 개선하려는 노력을 중단해서는 안 된다. 이름을 바꾸는 데 시간을 들이면 코드를 읽는 사람이 훨씬 더 행복해진다. 그러므로 이름을 주의 깊게 살펴 더 나은 이름이 떠오르면 개선하기를 바란다. From 3f2a254f8abe30302031a89006a21a068f61a210 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Sat, 24 Feb 2024 21:44:33 +0900 Subject: [PATCH 05/16] =?UTF-8?q?3=EC=9E=A5=20=EB=AA=A9=EC=B0=A8=20?= =?UTF-8?q?=EC=A0=95=EB=A6=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../3. \355\225\250\354\210\230.md" | 55 +++++++++++++++++++ 1 file changed, 55 insertions(+) create mode 100644 "hong/clean-code/3. \355\225\250\354\210\230.md" diff --git "a/hong/clean-code/3. \355\225\250\354\210\230.md" "b/hong/clean-code/3. \355\225\250\354\210\230.md" new file mode 100644 index 0000000..64dfa27 --- /dev/null +++ "b/hong/clean-code/3. \355\225\250\354\210\230.md" @@ -0,0 +1,55 @@ +## 3장 함수 + +### 작게 만들어라! + +#### 블록과 들여쓰기 + +### 한 가지만 해라! + +#### 함수 내 섹션 + +### 함수 당 추상화 수준은 하나로! + +#### 위에서 아래로 코드 읽기: 내려가기 규칙 + +### Switch 문 + +### 서술적인 이름을 사용하라! + +### 함수 인수 + +#### 많이 쓰는 단항 함수 + +#### 플래그 인수 + +#### 이항 함수 + +#### 삼항 함수 + +#### 인수 객체 + +#### 인수 목록 + +#### 동사와 키워드 + +### 부수 효과를 일으키지 마라! + +#### 출력 인수 + +### 명령과 조회를 분리하라! + +### 오류 코드보다 예외를 사용하라! + +#### Try/Catch 블록 뽑아내기 + +#### 오류 처리도 한 가지 작업이다! + +#### Error.java 의존성 자석 + +### 반복하지 마라! + +### 구조적 프로그래밍 + +### 함수를 어떻게 짜죠? + +### 결론 \ No newline at end of file From e50402de1612fc5a81e4ebdf76c9b0a16c3c0685 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Tue, 27 Feb 2024 00:10:34 +0900 Subject: [PATCH 06/16] =?UTF-8?q?=EC=B1=95=ED=84=B0=203=20=ED=95=A8?= =?UTF-8?q?=EC=88=98=20=EB=82=B4=EC=9A=A9=20=EC=A0=88=EB=B0=98=20=EC=A0=95?= =?UTF-8?q?=EB=A6=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../3. \355\225\250\354\210\230.md" | 105 +++++++++++++++++- 1 file changed, 104 insertions(+), 1 deletion(-) diff --git "a/hong/clean-code/3. \355\225\250\354\210\230.md" "b/hong/clean-code/3. \355\225\250\354\210\230.md" index 64dfa27..c1b9f59 100644 --- "a/hong/clean-code/3. \355\225\250\354\210\230.md" +++ "b/hong/clean-code/3. \355\225\250\354\210\230.md" @@ -1,21 +1,124 @@ ## 3장 함수 +어떤 프로그램이든 가장 기본적인 단위가 함수다. 이 장은 함수를 잘 만드는 법을 소개한다. 의도를 분명하게 표현하는 함수를 어떻게 구현할 수 있을까? 함수에 어떤 속성을 부여해야 처음 읽는 사람이 프로그램 내부를 직관적으로 파악할 수 있을까? + ### 작게 만들어라! +> Sparkle은 모든 함수가 2줄, 3줄, 4줄 정도였다. 각 함수가 너무도 명백했다. 각 함수가 이야기 하나를 표현했다. 각 함수가 너무도 멋지게 다음 무대를 준비했다. 바로 이것이 답이다. + +함수를 만드는 첫 번째 규칙은 '작게!'다. + #### 블록과 들여쓰기 +if/else/while 문 등에 들어가는 블록은 한 줄이어야 한다는 의미다. 그러면 바깥을 감싸는 함수가 작아질 뿐 아니라, 블록 안에서 호출하는 함수 이름을 적절히 짓는다면, 코드를 이해하기도 쉬워진다. + +이 말은 중첩 구조가 생길 만큼 함수가 커져서는 안 된다는 뜻이다. 그러므로 함수에서 들여쓰기 수준은 1단이나 3단을 넘어서면 안 된다. 그래야 함수는 읽고 이해하기 쉬워진다. + ### 한 가지만 해라! +> 함수는 한 가지를 해야 한다. 그 한 가지를 잘해야 한다. 그 한 가지만을 해야 한다. + +이 충고에서 문제라면 그 `한 가지`가 무엇인지 알기가 어렵다는 점이다. 함수가 `한 가지`만 하는지 판단하는 방법은 단순히 다른 표현이 아니라 의미 있는 이름으로 다른 함수를 추출할 수 있다면 그 함수는 여러 작업을 하는 것이다. + #### 함수 내 섹션 +한 함수 내에서 여러 섹션으로 나눠질 수 있다면, 그 함수는 여러 작업을 한다는 증거다. 한 가지 작업만 하는 함수는 자연스럽게 섹션을 나누기 어렵다. + ### 함수 당 추상화 수준은 하나로! +함수가 확실히 '한 가지' 작업만 하려면 함수 내 모든 문장의 추상화 수준이 동일해야 한다. 예를 들어, `getHTML()`은 추상화 수준이 아주 높다. 반면, `String pagePathName = PathParser.render(pagePath);`는 추상화 수준이 중간이다. 그리고, `.append("\n");`은 추상화 수준이 아주 낮다. + +한 함수 내에 추상화 수준을 섞으면 코드를 읽는 사람이 헷갈린다. 특정 표현이 근본 개념인지 아니면 세부 사항인지 구분하기 어려운 탓이다. 하지만 문제는 이 정도로 그치지 않는다. 근본 개념과 세부 사항을 뒤섞기 시작하면, 깨어진 창문처럼 사람들이 함수에 세부 사항을 점점 더 추가한다. + #### 위에서 아래로 코드 읽기: 내려가기 규칙 +코드는 위에서 아래로 이야기처럼 읽혀야 좋다. 한 함수 다음에는 추상화 수준이 한 단계 낮은 함수가 온다. 즉, 위에서 아래로 프로그램을 읽으면 함수 추상화 수준이 한 번에 한 단계씩 낮아진다. 이것이 **내려가기** 규칙. + +예시: + +``` +설정 페이지와 해제 페이지를 포함하려면, 설정 페이지를 포함하고, 테스트 페이지 내용을 포함하고, 해제 페이지를 포함한다. + +설정 페이지를 포함하려면, 슈트이면 슈트 설정 페이지를 포함한 후 일반 설정 페이지를 포함한다. + +슈트 설정 페이지를 포함하려면, 부모 계층에서 "SuiteSetUp" 페이지를 찾아 include문과 페이지 경로를 추가한다. + +부모 계층을 검색하려면, ... +``` + +각 함수는 다음 함수를 소개한다. 또한 각 함수는 일정한 추상화 수준을 유지한다. 이처럼 위에서 아래로 읽어 내려가듯이 코드를 구현하면 추상화 수준을 일관되게 유지하기가 쉬워진다. + ### Switch 문 +switch 문은 작게 만들기 어렵다. case 분기가 단 두 개인 switch 문도 너무 길며, `한 가지` 작업만 하는 switch 문도 만들기 어렵다. 본질적으로 switch 문은 N 가지를 처리한다. 불행하게도 switch 문을 완전히 피할 방법은 없다. 하지만 각 switch 문을 저차원 클래스에 숨기고 절대로 반복하지 않는 방법은 있다. 물론 다형성을 이용한다. + +switch 문 사용의 나쁜 예제: + +```java +public Money calculatePay(Employee e) throws InvalidEmployeeType { + switch (e.type) { + case COMMISSIONED: + return calculateCommissionedPay(e); + case HOURLY: + return calculateHourlyPay(e); + case SALARIED: + return calculateSalariedPay(e); + default: + throw new InvalidEmployeeType(e.type); + } +} + +``` + +위 함수에는 몇 가지 문제가 있다. + +- 함수가 길다. 새 직원 유형을 추가하면 더 길어진다. +- `한 가지` 작업만 수행하지 않는다. +- SRP(Single Responsibility Principle)을 위반한다. 코드를 변경할 이슈가 여럿이기 때문이다. +- OCP(Open Closed Principle)를 위반한다. 기존의 코드를 변경하지 않으면서 기능을 추가할 수 있도록 설계가 되어야 하지만, 새 직원 유형을 추가할 때마다 코드를 변경해야 하기 때문이다. +- 가장 심각한 문제는 위 함수와 구조가 동일한 함수가 무한정 존재한다는 것이다. 예를 들어, `isPayday(Employee e, Date date)` 또는 `DeliverPay(Employee e, Money pay)` 등이다. + +switch 문 사용의 좋은 예제: + +```java +public abstract class Employee { + public abstract boolean isPayday(); + public abstract Money calculatePay(); + public abstract void deliverPay(Money pay); +} +// ------------------------------ +public interface EmployeeFactory { + public Employee makeEmployee(EmployeeRecord r) throws InvalidEmployeeType; +} +// ------------------------------ +public class EmployeeFactoryImpl implements EmployeeFactory { + public Employee makeEmployee(EmployeeRecord r) throws InvalidEmployeeType { + switch (r.type) { + case COMMISSIONED: + return new CommissionedEmployee(r); + case HOURLY: + return new HourlyEmployee(r); + case SALARIED: + return new SalariedEmploye(r); + default: + throw new InvalidEmployeeType(r.type); + } + } +} +``` + +switch 문을 abstract factory에 꼭꼭 숨겨서 아무에게도 보여주지 않는다. 팩토리는 switch 문을 사용해 적절한 Employee 파생 클래스의 인스턴스를 생성한다. calculatePay, isPayday, deliverPay 등과 같은 함수는 Employee 인터페이스를 거쳐 호출된다. 그러면 다형성으로 인해 실제 파생 클래스의 함수가 실행된다. 일반적으로 switch 문은 다형적 객체를 생성하는 코드 안에서만 사용하는 게 좋다. + ### 서술적인 이름을 사용하라! +함수가 하는 일을 더 잘 표현하는 이름이 좋은 이름이다. 좋은 이름이 주는 가치는 아무리 강조해도 지나치지 않다. `코드를 읽으면서 짐작했던 기능을 각 루틴이 그대로 수행한다면 깨끗한 코드라 불러도 되겠다.` 한 가지만 하는 작은 함수에 좋은 이름을 붙인다면 이런 원칙을 달성하는 데 이미 절반은 성공한 것이다. 함수가 작고 단순할수록 서술적인 이름을 고르기도 쉬워진다. + +이름이 길어도 괜찮다. 겁먹을 필요 없다. 길고 서술적인 이름이 짧고 어려운 이름보다 좋다. 길고 서술적인 이름이 길고 서술적인 주석보다 좋다. 함수 이름을 정할 때는 여러 단어가 쉽게 읽히는 명명법을 사용한다. 그런 다음, 여러 단어를 사용해 함수 기능을 잘 표현하는 이름을 선택한다. + +이름을 정하느라 시간을 들여도 괜찮다. 이런저런 이름을 넣어 코드를 읽어보면 더 좋다. 서술적인 이름을 사용하면 개발자 머릿속에서도 설계가 뚜렷해지므로 코드를 개선하기 쉬워진다. 좋은 이름을 고른 후 코드를 더 좋게 재구성하는 사례도 없지 않다. + +이름을 붙일 때는 일관성이 있어야 한다. 모듈 내에서 함수 이름은 같은 문구, 명사, 동사를 사용한다. 예: `includeSetupAndTeardownPages`, `includeSetupPages`, `includeSuiteSetupPage`. 문체가 비슷하면 이야기를 순차적으로 풀어가기도 쉬워진다. + ### 함수 인수 #### 많이 쓰는 단항 함수 @@ -52,4 +155,4 @@ ### 함수를 어떻게 짜죠? -### 결론 \ No newline at end of file +### 결론 From 016a7ecd5c49e44ecde9e5bdf64beb2aef255a58 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Wed, 28 Feb 2024 23:57:51 +0900 Subject: [PATCH 07/16] =?UTF-8?q?=EC=B1=95=EC=B2=98=203=20=ED=95=A8?= =?UTF-8?q?=EC=88=98=20=EB=82=B4=EC=9A=A9=20=EC=99=84?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../3. \355\225\250\354\210\230.md" | 158 +++++++++++++++++- 1 file changed, 156 insertions(+), 2 deletions(-) diff --git "a/hong/clean-code/3. \355\225\250\354\210\230.md" "b/hong/clean-code/3. \355\225\250\354\210\230.md" index c1b9f59..ff2ac47 100644 --- "a/hong/clean-code/3. \355\225\250\354\210\230.md" +++ "b/hong/clean-code/3. \355\225\250\354\210\230.md" @@ -121,38 +121,192 @@ switch 문을 abstract factory에 꼭꼭 숨겨서 아무에게도 보여주지 ### 함수 인수 -#### 많이 쓰는 단항 함수 +> 함수에서 이상적인 인수 개수는 0개(무항)다. 다음은 1개(단항)고, 그 다음은 2개(이항)다. 3개(삼항)는 가능한 피하는 편이 좋다. 4개 이상(다항)은 특별한 이유가 필요하.. 특별한 이유가 있어도 사용하면 안 된다. + +인수는 어렵다. 인수는 개념을 이해하기 어렵게 만든다. 코드를 읽는 사람에게는 `includeSetupPageInto(newPageContent)`보다 `includeSetupPage()`가 이해하기 더 쉽다. `includeSetupPageInto(newPageContent)`는 함수 이름과 인수 사이에 추산화 수준이 다르다. 게다가 코드를 읽는 사람이 현 시점에서 별로 중요하지 않은 세부사항을 알아야 한다. + +테스트 관점에서 보면 인수는 더 어렵다. 갖가지 인수 조합으로 함수를 검증하는 테스트 케이스를 작성해야 한다. 하지만 인수가 없다면 간단하다. 인수가 하나라도 괜찮다. 인수가 2개면 조금 복잡해진다. 인수가 3개를 넘어가면 인수마다 유효한 값으로 모든 조합을 구성해 테스트하기가 상당히 부담스러워진다. + +#### 많이 쓰는 단항 형식 + +함수에 인수 1개를 전달하는 이유로 가장 흔한 경우는, + +1. 인수에 질문을 던지는 경우다. 예: `booelan fileExists("MyFile")` +2. 인수를 뭔가로 변환해 결과를 반환하는 경우다. 예: `InputStream fileOpen("MyFile")` + +이들 두 경우는 독자가 당연하게 받아들인다. 함수 이름을 지을 때는 두 경우를 분명히 구분한다. 또한 언제나 일관적인 방식으로 두 형식을 사용한다. + +다소 드물게 사용하지만 그래도 아주 유용한 단항 함수 형식은 이벤트다. 이벤트 함수는 입력 인수만 있다. 출력 인수는 없다. 프로그램은 함수 호출을 이벤트로 해석해 입력 인수로 시스템 상태를 바꾼다. (예: `passwordAttemptFailedNtimes(int attempts)`) 이벤트 함수는 조심해서 사용한다. 이벤트라는 사실이 코드에 명확히 드러나야 한다. 그러므로 이름과 문맥을 주의해서 선택한다. + +지금까지 설명한 경우가 아니라면 단항 함수는 가급적 피한다. #### 플래그 인수 +> 플래그 인수는 추하다. + +수로 bool 값을 넘기는 관례는 정말로 끔찍하다. 함수가 한꺼번에 여러 가지를 처리한다고 대놓고 공표하는 뜻과 같다. 플래그가 참이면 이걸 하고, 거짓이면 저걸 한다는 뜻이다. 예를 들어 `render(true)`라는 코드는 헷갈리기 십상이다. `renderForSuite()`와 `renderForSingleTest()`라는 함수로 나눠야 마땅하다. + #### 이항 함수 +인수가 2개인 함수는 인수가 1개인 함수보다 이해하기 어렵다. 예를 들어, `writeField(name)`은 `writeField(outputStream, name)`보다 이해하기 쉽다. 둘 다 의미는 명백하지만 전자가 더 쉽게 읽히고 더 빨리 이해된다. 후자는 잠시 주춤하며 첫 인수를 무시해야 한다는 사실을 깨닫는 시간이 필요하다. 그리고 바로 그 사실이 결국은 문제를 일으킨다. 어떤 코드든 절대로 무시하면 안되기 때문이다. 무시한 코드에 오류가 숨어들기 때문이다. + +이항 함수가 적절한 경우는 자연적인 순서가 있는 경우다. 예를 들어, `Point p = new Point(0, 0);`이다. 직교 좌표계 점의 인수 2개는 한 값을 표현하는 두 요소이며, 자연석인 순서도 존재한다. + +이항 함수가 무조건 나쁘다는 말은 아니다. 프로그램을 짜다보면 불가피한 경우도 생긴다. 하지만 그만큼 위험이 따른다는 사실을 이해하고 가능하면 단항 함수로 바꾸도록 애써야 한다. 예를 들어, `writeField` 메서드를 outputStream 클래스 구성원으로 만들어 `outputStream.writeField(name)`으로 호출한다. 아니면 `outputStream`을 현재 클래서 구성원 변수로 만들어 인수로 넘기지 않는다. 아니면 `FieldWriter`라는 새 클래스를 만들어 구성자에서 `outputStream`을 받고 `write` 메서드를 구현한다. + #### 삼항 함수 +인수가 3개인 함수는 인수가 2개인 함수보다 훨씬 더 이해하기 어렵다. 순서, 주춤, 무시로 야기되는 문제가 두 배 이상 늘어난다. 그래서 삼항 함수를 만들 때는 신중히 고려해야한다. + +삼항 함수가 적절한 예시: `assertEquals(1.0, amount, .001)` 이 함수는 여전히 주춤하게 되지만 그만한 가치가 충분하다. 부동소수점 비교가 상대적이라는 사실은 언제든 주지할중요한 사항이기 때문이다. + #### 인수 객체 +인수가 2~3개 필요하다면 일부를 독자적인 클래스 변수로 선언할 가능성을 짚어본다. 예를 들어, `Circle makeCircle(double x, double y, double radius)`는 `Circle makeCircle(Point center, double radius)`로 바꿀 수 있다. 객체를 생성해 인수를 줄이는 방법이 눈속임이라 여겨질지 모르지만 그렇지 않다. 위 예제에서 x와 y를 묶었듯이 변수를 묶어 넘기려면 이름을 붙여야 하므로 결국은 개념을 표현하게 된다. + #### 인수 목록 +때로는 인수 개수가 가변적인 함수도 필요하다. `String.format` 메서드가 좋은 예다. + +```java +String.format("%s worked %.2f hours.", name, hours); +``` + +위 예제처럼 가변 인수 전부를 동등하게 취급하면 List 형 인수 하나로 취급할 수 있다. 이런 논리를 바탕으로 String.format은 사실상 이항 함수라고 할 수 있다. + +```java +public String format(String format, Object... args); +``` + #### 동사와 키워드 +함수의 의도나 인수의 순서와 의도룰 제대로 표현하려면 좋은 함수 이름이 필수다. 단항 함수는 함수와 인수가 동사/명사 쌍을 이뤄야 한다. 예를 들어, `write(name)`은 누구나 곧바로 이해한다. `이름`이 무엇이든 `쓴다`는 뜻이다. 좀 더 나은 이름은 `writeField(name)`이다. 그러면 `이름`이 `필드`라는 사실이 분명히 들어난다. + +함수 이름에 **키워드**를 추가하는 형식. 즉, 함수 이름에 인수 이름을 넣는다. 예를 들어, `assertEquals(expected, actual)`보다 `assertExpectedEqualsActual(expected, actual)`이 더 좋다. 이렇게 하면 인수 순서를 기억할 필요가 없어진다. + ### 부수 효과를 일으키지 마라! +> 부수효과는 거짓말이다. + +함수에서 한 가지를 하겠다고 약속하고선 남몰래 다른 짓을 하는 것이다. 때로는 예상치 못하게 클래스 변수를 수정한다. 때로는 함수로 넘어온 인수나 시스템 전역 변수를 수정한다. 어느 쪽이든 교활하고 해로운 거짓말이다. 많은 경우 시간적인 결합(temporal coupling)이나 순서 종속성(order dependency)를 초래한다. + +예를 들어, `checkPassword(String userName, String password)` 함수는 사용자가 입력한 비밀번호를 검사한다. 이 함수는 사용자의 인증 정보가 유효한지 확인하는 역할을 한다. 여기서, 사용자의 인증 정보가 유효하지 않은 경우에 session 정보를 초기화하는 작업을 수행한다고 할 때, 부수 효과를 일으키는 함수가 된다. 이름만 봐서는 세션을 초기화한다는 사실이 드러나지 않는다. 그래서 함수 이름만 보고 함수를 호출하는 사용자는 사용자를 인증하면서 기존 세션 정보를 지워버릴 위험에 처하게 된다. + #### 출력 인수 +> 함수가 인수를 입력 받으면 인수는 **조회**와 **반환**, 이 두 가지 목적으로 처리된다. + +일반적으로 우리는 인수를 함수 입력으로 해석한다. 예를 들어, `appendFooter(s)`라는 함수를 호출하면 `s`라는 footer를 무언가에 추가한다고 생각한다. 하지만 함수 선언문을 보면 `public void appendFooter(StringBuffer report)`라고 되어 있다면? 이 함수는 `report`에 footer를 추가한다. 인수 `s`가 출력 인수라는 사실은 함수 선언부를 찾아보고 나서야 알게 된다. 이런 함수는 이해하기 어렵다. + +이처럼 반환하지 않는 출력 인수는 `report.appendFooter()` 이런 식으로 report를 메소드의 인수로 넣는게 아니라 report 안에 `appendFooter` 메소드를 넣어 인수를 제거하는 것이 좋다. + ### 명령과 조회를 분리하라! +> 함수는 뭔가를 수행하거나 뭔가에 답하거나 둘 중 하나만 해야 한다. + +객 체 상태를 변경하거나 아니면 객체 정보를 반환하거나 둘 중 하나다. 둘 다 하면 안 된다. 둘 다 하면 혼란을 초래한다. + +나쁜 예시: + +```java +if (set("username", "unclebob"))... +``` + +이 함수를 보고 `set` 함수가 어떤 역할을 하는지 명확히 알 수 없다. "username"이 "unclebob"으로 설정되어 있는지 확인하는 코드인지, "username"을 "unclebob"으로 설정하는 코드인지 코드만 봐서는 의미가 모호하다. + +좋은 예시: + +```java +if (attributeExits("username")) { + setAttribute("username", "unclebob"); +} +``` + ### 오류 코드보다 예외를 사용하라! +명령 함수에서 오류 코드를 반환하는 방식은 명령/조회 분리 규칙을 미묘하게 위반한다. 자칫하면 아래와 같이 if 문에서 명령을 표현식으로 사용하기 쉬운 탓이다. + +나쁜 예시: + +```java +if (deletePage(page) == E_OK) { + // ... +} else { + logger.log("Delete failed"); +} +``` + +이처럼 함수가 오류 코드를 반환하면 호출자는 오류 코드를 곧바로 처리해야 한다는 문제에 부딪한다. + +반면, 오류 코드 대신 예외를 사용하면 오류 처리 코드가 원래 코드에서 분리되므로 코드가 깔끔해진다. + +좋은 예시: + +```java +try { + deletePage(page); + // ... +} catch (Exception e) { + logger.log(e.getMessage()); +} +``` + #### Try/Catch 블록 뽑아내기 +하지만, try/catch 블록은 추하다. 코드 구조에 혼란을 일으키며, 정상 동작과 오류 처리 동작을 뒤섞는다. 그러므로 아래와 같이 try/catch 블록을 별도 함수로 뽑아내는 편이 좋다. + +```java +public void delete(Page page) { + try { + deletePageAndAllReferences(page); + } catch (Exception e) { + logError(e); + } +} + +private void deletePageAndAllReferences(Page page) throws Exception { + deletePage(page); + registry.deleteReference(page.name); + configKeys.deleteKey(page.name.makeKey()); +} + +private void logEror(Exception e) { + logger.log(e.getMessage()); +} +``` + +위에서 `delete` 함수는 모든 오류를 처리한다. 그래서 코드를 이해하기 쉽다. 한번 훑어보고 넘어가면 충분하다. 실제로 페이즈를 제거하는 함수는 `deletePageAndAllReferences`이다. `deletePageAndAllReferences` 함수는 예외를 처리하지 않는다. 이렇게 정상 동작과 오류 처리 동작을 분리하면 코드를 이해하고 수정하기 쉬워진다. + #### 오류 처리도 한 가지 작업이다! +함수는 `한 가지` 작업만 해야 한다. 오류 처리도 `한 가지` 작업에 속한다. 그러므로 오류를 처리하는 함수는 오류만 처리해야 마땅하다. 함수에 키워드 `try`가 있다면 함수는 `try` 문으로 시작해 `catch/finally` 문으로 끝나야 한다. + #### Error.java 의존성 자석 +오류 코드를 반환한다는 이야기는, 클래스든 열거현 변수든, 어디선가 오류 코드를 정의한다는 뜻이다. 이것은 오류 코드를 정의한 클래스에 의존한다는 뜻이다. 이것은 의존성 자석이다. 예외는 Exception 클래스에서 파생된다. 따라서, 오류 코드를 반환하는 대신 예외를 던지면 오류 코드를 정의한 클래스에 의존하지 않을 수 있다. + ### 반복하지 마라! -### 구조적 프로그래밍 +> 중복은 문제다. + +코드 길이가 늘어날 뿐 아니라 알고리즘이 변하면 중복된 코드를 찾아 모두 수정해야 한다. 게다가 어느 한곳이라도 빠뜨리게 되면 버그가 생긴다. 중복을 제거해보면 모듈의 가독성 또한 크게 높아진ㅏ는 사실을 알게 된다. + +중복은 소프트웨어에서 모든 악의 근원이다. 많은 원칙과 기법이 중복을 업애거나 제어할 목적으로 나왔다. 객체 지향 프로그래밍은 코드를 부모 클래스로 몰아 중복을 없앤다. 구조적 프로그래밍, AOP(Aspect Oriented Programming), COP(Component Oriented Programming) 모두 어떤 면에서 중복을 제거 전략이다. ### 함수를 어떻게 짜죠? +소프트웨어를 짜는 행위는 여느 글짓기와 비슷하다. 논문이나 기사를 작성할 때는 먼저 생각을 기록한 후 읽기 좋게 다듬는다. 초안은 대개 서투르고 어수선하므로 원하는 대로 읽힐 때까지 말을 다듬고 문장을 고치고 문단을 정리한다. + +함수를 짤 때도 마찬가지다. 처음에는 길고 복잡하다. 들여쓰기 단께도 많고 중복된 루프로 많다. 인수 목록도 아주 길다. 이름은 즉흥적이고 코드는 중복된다. 그 서투를 코드를 빠짐없이 테스트하는 단위 테스트 케이스도 만든다. + +그런 다음 코드를 다듬고, 함수를 만들고, 이름을 바꾸고, 중복을 제거한다. 메서드를 줄이고 순서를 바꾼다. 때론느 전체 클래스를 쪼개기도 한다. 이 와중에도 코드는 항상 단위 테스트를 통과해야 한다. + +그러면 최종적으로는 이 장에서 설명한 규칙을 따르는 함수가 얻어지게 된다. 처음부터 탁 짜내지지 않는다. 그게 가능한 사람은 없으리라. + ### 결론 + +모든 시스템은 특정 응용 분야 시스템을 기술할 목적으로 프로그래머가 설계한 도메인 특화 언어(Domain Specific Language)로 만들어진다. 함수는 그 언어에서 동사며, 클래스는 명사다. 프로그래밍의 기술은 언제나 언어 설계의 기술이다. + +Master 프로그래머는 시스템을 `구현할` 프로그램이 아니라 `풀어갈` 이야기로 여긴다. 프로그래밍 언어라는 수단을 사용해 좀 더 풍부하고 좀 더 표현력이 강한 언어를 만들어 이야기를 풀어간다. 시스템에서 발생하는 모든 동작을 설명하는 함수 계층이 바로 그 언어에 속한다. 재귀라는 기교로 각 동작은 바로 그 도메인에 특화된 언어를 사용해 자신만의 이야기를 풀어간다. + +이 장은 함수를 잘 만드는 기교를 소개했다. 여기서 설명한 규칙을 따른다면 길이가 짧고, 이름이 좋고, 체계가 잡힌 함소가 나오리라. 하지만 진짜 목표는 시스템이라는 이야기를 풀어가는 데 있다는 사실을 명심하자. 작성하는 함수가 분명하고 정확한 언어로 깔끔하게 같이 맞아떨어져야 이야기를 풀어가기가 쉬워진다는 시실을 기억하자. From 94648aac940675b1de4fa6ff5ab969dd75fd7d0c Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Thu, 29 Feb 2024 00:16:28 +0900 Subject: [PATCH 08/16] =?UTF-8?q?=EC=98=A4=ED=83=80=20=EC=88=98=EC=A0=95?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../3. \355\225\250\354\210\230.md" | 40 +++++++++---------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git "a/hong/clean-code/3. \355\225\250\354\210\230.md" "b/hong/clean-code/3. \355\225\250\354\210\230.md" index ff2ac47..4b16fba 100644 --- "a/hong/clean-code/3. \355\225\250\354\210\230.md" +++ "b/hong/clean-code/3. \355\225\250\354\210\230.md" @@ -123,7 +123,7 @@ switch 문을 abstract factory에 꼭꼭 숨겨서 아무에게도 보여주지 > 함수에서 이상적인 인수 개수는 0개(무항)다. 다음은 1개(단항)고, 그 다음은 2개(이항)다. 3개(삼항)는 가능한 피하는 편이 좋다. 4개 이상(다항)은 특별한 이유가 필요하.. 특별한 이유가 있어도 사용하면 안 된다. -인수는 어렵다. 인수는 개념을 이해하기 어렵게 만든다. 코드를 읽는 사람에게는 `includeSetupPageInto(newPageContent)`보다 `includeSetupPage()`가 이해하기 더 쉽다. `includeSetupPageInto(newPageContent)`는 함수 이름과 인수 사이에 추산화 수준이 다르다. 게다가 코드를 읽는 사람이 현 시점에서 별로 중요하지 않은 세부사항을 알아야 한다. +인수는 어렵다. 인수는 개념을 이해하기 어렵게 만든다. 코드를 읽는 사람에게는 `includeSetupPageInto(newPageContent)`보다 `includeSetupPage()`가 이해하기 더 쉽다. `includeSetupPageInto(newPageContent)`는 함수 이름과 인수 사이에 추상화 수준이 다르다. 게다가 코드를 읽는 사람이 현시점에서 별로 중요하지 않은 세부사항을 알아야 한다. 테스트 관점에서 보면 인수는 더 어렵다. 갖가지 인수 조합으로 함수를 검증하는 테스트 케이스를 작성해야 한다. 하지만 인수가 없다면 간단하다. 인수가 하나라도 괜찮다. 인수가 2개면 조금 복잡해진다. 인수가 3개를 넘어가면 인수마다 유효한 값으로 모든 조합을 구성해 테스트하기가 상당히 부담스러워진다. @@ -131,10 +131,10 @@ switch 문을 abstract factory에 꼭꼭 숨겨서 아무에게도 보여주지 함수에 인수 1개를 전달하는 이유로 가장 흔한 경우는, -1. 인수에 질문을 던지는 경우다. 예: `booelan fileExists("MyFile")` -2. 인수를 뭔가로 변환해 결과를 반환하는 경우다. 예: `InputStream fileOpen("MyFile")` +1. 인수에 질문을 던지는 경우다. 예: `booelan fileExists("MyFile")` +2. 인수를 뭔가로 변환해 결과를 반환하는 경우다. 예: `InputStream fileOpen("MyFile")` -이들 두 경우는 독자가 당연하게 받아들인다. 함수 이름을 지을 때는 두 경우를 분명히 구분한다. 또한 언제나 일관적인 방식으로 두 형식을 사용한다. +이들 두 경우는 독자가 당연하게 받아들인다. 함수 이름을 지을 때는 두 경우를 분명히 구분한다. 또한, 언제나 일관적인 방식으로 두 형식을 사용한다. 다소 드물게 사용하지만 그래도 아주 유용한 단항 함수 형식은 이벤트다. 이벤트 함수는 입력 인수만 있다. 출력 인수는 없다. 프로그램은 함수 호출을 이벤트로 해석해 입력 인수로 시스템 상태를 바꾼다. (예: `passwordAttemptFailedNtimes(int attempts)`) 이벤트 함수는 조심해서 사용한다. 이벤트라는 사실이 코드에 명확히 드러나야 한다. 그러므로 이름과 문맥을 주의해서 선택한다. @@ -148,17 +148,17 @@ switch 문을 abstract factory에 꼭꼭 숨겨서 아무에게도 보여주지 #### 이항 함수 -인수가 2개인 함수는 인수가 1개인 함수보다 이해하기 어렵다. 예를 들어, `writeField(name)`은 `writeField(outputStream, name)`보다 이해하기 쉽다. 둘 다 의미는 명백하지만 전자가 더 쉽게 읽히고 더 빨리 이해된다. 후자는 잠시 주춤하며 첫 인수를 무시해야 한다는 사실을 깨닫는 시간이 필요하다. 그리고 바로 그 사실이 결국은 문제를 일으킨다. 어떤 코드든 절대로 무시하면 안되기 때문이다. 무시한 코드에 오류가 숨어들기 때문이다. +인수가 2개인 함수는 인수가 1개인 함수보다 이해하기 어렵다. 예를 들어, `writeField(name)`은 `writeField(outputStream, name)`보다 이해하기 쉽다. 둘 다 의미는 명백하지만, 전자가 더 쉽게 읽히고 더 빨리 이해된다. 후자는 잠시 주춤하며 첫 인수를 무시해야 한다는 사실을 깨닫는 시간이 필요하다. 그리고 바로 그 사실이 결국은 문제를 일으킨다. 어떤 코드든 절대로 무시하면 안 되기 때문이다. 무시한 코드에 오류가 숨어들기 때문이다. 이항 함수가 적절한 경우는 자연적인 순서가 있는 경우다. 예를 들어, `Point p = new Point(0, 0);`이다. 직교 좌표계 점의 인수 2개는 한 값을 표현하는 두 요소이며, 자연석인 순서도 존재한다. -이항 함수가 무조건 나쁘다는 말은 아니다. 프로그램을 짜다보면 불가피한 경우도 생긴다. 하지만 그만큼 위험이 따른다는 사실을 이해하고 가능하면 단항 함수로 바꾸도록 애써야 한다. 예를 들어, `writeField` 메서드를 outputStream 클래스 구성원으로 만들어 `outputStream.writeField(name)`으로 호출한다. 아니면 `outputStream`을 현재 클래서 구성원 변수로 만들어 인수로 넘기지 않는다. 아니면 `FieldWriter`라는 새 클래스를 만들어 구성자에서 `outputStream`을 받고 `write` 메서드를 구현한다. +이항 함수가 무조건 나쁘다는 말은 아니다. 프로그램을 짜다 보면 불가피한 경우도 생긴다. 하지만 그만큼 위험이 따른다는 사실을 이해하고 가능하면 단항 함수로 바꾸도록 애써야 한다. 예를 들어, `writeField` 메서드를 outputStream 클래스 구성원으로 만들어 `outputStream.writeField(name)`으로 호출한다. 아니면 `outputStream`을 현재 클래스 구성원 변수로 만들어 인수로 넘기지 않는다. 아니면 `FieldWriter`라는 새 클래스를 만들어 구성자에서 `outputStream`을 받고 `write` 메서드를 구현한다. #### 삼항 함수 -인수가 3개인 함수는 인수가 2개인 함수보다 훨씬 더 이해하기 어렵다. 순서, 주춤, 무시로 야기되는 문제가 두 배 이상 늘어난다. 그래서 삼항 함수를 만들 때는 신중히 고려해야한다. +인수가 3개인 함수는 인수가 2개인 함수보다 훨씬 더 이해하기 어렵다. 순서, 주춤, 무시로 야기되는 문제가 두 배 이상 늘어난다. 그래서 삼항 함수를 만들 때는 신중히 고려해야 한다. -삼항 함수가 적절한 예시: `assertEquals(1.0, amount, .001)` 이 함수는 여전히 주춤하게 되지만 그만한 가치가 충분하다. 부동소수점 비교가 상대적이라는 사실은 언제든 주지할중요한 사항이기 때문이다. +삼항 함수가 적절한 예시: `assertEquals(1.0, amount, .001)` 이 함수는 여전히 주춤하게 되지만 그만한 가치가 충분하다. 부동소수점 비교가 상대적이라는 사실은 언제든 주지할 중요한 사항이기 때문이다. #### 인수 객체 @@ -180,7 +180,7 @@ public String format(String format, Object... args); #### 동사와 키워드 -함수의 의도나 인수의 순서와 의도룰 제대로 표현하려면 좋은 함수 이름이 필수다. 단항 함수는 함수와 인수가 동사/명사 쌍을 이뤄야 한다. 예를 들어, `write(name)`은 누구나 곧바로 이해한다. `이름`이 무엇이든 `쓴다`는 뜻이다. 좀 더 나은 이름은 `writeField(name)`이다. 그러면 `이름`이 `필드`라는 사실이 분명히 들어난다. +함수의 의도나 인수의 순서와 의도를 제대로 표현하려면 좋은 함수 이름이 필수다. 단항 함수는 함수와 인수가 동사/명사 쌍을 이뤄야 한다. 예를 들어, `write(name)`은 누구나 곧바로 이해한다. `이름`이 무엇이든 `쓴다`는 뜻이다. 좀 더 나은 이름은 `writeField(name)`이다. 그러면 `이름`이 `필드`라는 사실이 분명히 드러난다. 함수 이름에 **키워드**를 추가하는 형식. 즉, 함수 이름에 인수 이름을 넣는다. 예를 들어, `assertEquals(expected, actual)`보다 `assertExpectedEqualsActual(expected, actual)`이 더 좋다. 이렇게 하면 인수 순서를 기억할 필요가 없어진다. @@ -188,17 +188,17 @@ public String format(String format, Object... args); > 부수효과는 거짓말이다. -함수에서 한 가지를 하겠다고 약속하고선 남몰래 다른 짓을 하는 것이다. 때로는 예상치 못하게 클래스 변수를 수정한다. 때로는 함수로 넘어온 인수나 시스템 전역 변수를 수정한다. 어느 쪽이든 교활하고 해로운 거짓말이다. 많은 경우 시간적인 결합(temporal coupling)이나 순서 종속성(order dependency)를 초래한다. +함수에서 한 가지를 하겠다고 약속하고선 남몰래 다른 짓을 하는 것이다. 때로는 예상치 못하게 클래스 변수를 수정한다. 때로는 함수로 넘어온 인수나 시스템 전역 변수를 수정한다. 어느 쪽이든 교활하고 해로운 거짓말이다. 많은 경우 시간적인 결합(temporal coupling)이나 순서 종속성(order dependency)을 초래한다. 예를 들어, `checkPassword(String userName, String password)` 함수는 사용자가 입력한 비밀번호를 검사한다. 이 함수는 사용자의 인증 정보가 유효한지 확인하는 역할을 한다. 여기서, 사용자의 인증 정보가 유효하지 않은 경우에 session 정보를 초기화하는 작업을 수행한다고 할 때, 부수 효과를 일으키는 함수가 된다. 이름만 봐서는 세션을 초기화한다는 사실이 드러나지 않는다. 그래서 함수 이름만 보고 함수를 호출하는 사용자는 사용자를 인증하면서 기존 세션 정보를 지워버릴 위험에 처하게 된다. #### 출력 인수 -> 함수가 인수를 입력 받으면 인수는 **조회**와 **반환**, 이 두 가지 목적으로 처리된다. +> 함수가 인수를 입력받으면 인수는 **조회**와 **반환**, 이 두 가지 목적으로 처리된다. 일반적으로 우리는 인수를 함수 입력으로 해석한다. 예를 들어, `appendFooter(s)`라는 함수를 호출하면 `s`라는 footer를 무언가에 추가한다고 생각한다. 하지만 함수 선언문을 보면 `public void appendFooter(StringBuffer report)`라고 되어 있다면? 이 함수는 `report`에 footer를 추가한다. 인수 `s`가 출력 인수라는 사실은 함수 선언부를 찾아보고 나서야 알게 된다. 이런 함수는 이해하기 어렵다. -이처럼 반환하지 않는 출력 인수는 `report.appendFooter()` 이런 식으로 report를 메소드의 인수로 넣는게 아니라 report 안에 `appendFooter` 메소드를 넣어 인수를 제거하는 것이 좋다. +이처럼 반환하지 않는 출력 인수는 `report.appendFooter()` 이런 식으로 report를 메서드의 인수로 넣는 게 아니라 report 안에 `appendFooter` 메서드를 넣어 인수를 제거하는 것이 좋다. ### 명령과 조회를 분리하라! @@ -212,7 +212,7 @@ public String format(String format, Object... args); if (set("username", "unclebob"))... ``` -이 함수를 보고 `set` 함수가 어떤 역할을 하는지 명확히 알 수 없다. "username"이 "unclebob"으로 설정되어 있는지 확인하는 코드인지, "username"을 "unclebob"으로 설정하는 코드인지 코드만 봐서는 의미가 모호하다. +이 함수를 보고 `set` 함수가 어떤 역할을 하는지 명확히 알 수 없다. "username"이 "unclebob"으로 설정되어 있는지 확인하는 코드인지, "username"을 "unclebob"으로 설정하는 코드인지 코드만 봐서는 의미가 모호하다. 좋은 예시: @@ -236,7 +236,7 @@ if (deletePage(page) == E_OK) { } ``` -이처럼 함수가 오류 코드를 반환하면 호출자는 오류 코드를 곧바로 처리해야 한다는 문제에 부딪한다. +이처럼 함수가 오류 코드를 반환하면 호출자는 오류 코드를 곧바로 처리해야 한다는 문제에 부딪힌다. 반면, 오류 코드 대신 예외를 사용하면 오류 처리 코드가 원래 코드에서 분리되므로 코드가 깔끔해진다. @@ -275,7 +275,7 @@ private void logEror(Exception e) { } ``` -위에서 `delete` 함수는 모든 오류를 처리한다. 그래서 코드를 이해하기 쉽다. 한번 훑어보고 넘어가면 충분하다. 실제로 페이즈를 제거하는 함수는 `deletePageAndAllReferences`이다. `deletePageAndAllReferences` 함수는 예외를 처리하지 않는다. 이렇게 정상 동작과 오류 처리 동작을 분리하면 코드를 이해하고 수정하기 쉬워진다. +위에서 `delete` 함수는 모든 오류를 처리한다. 그래서 코드를 이해하기 쉽다. 한번 훑어보고 넘어가면 충분하다. 실제로 페이지를 제거하는 함수는 `deletePageAndAllReferences`이다. `deletePageAndAllReferences` 함수는 예외를 처리하지 않는다. 이렇게 정상 동작과 오류 처리 동작을 분리하면 코드를 이해하고 수정하기 쉬워진다. #### 오류 처리도 한 가지 작업이다! @@ -283,21 +283,21 @@ private void logEror(Exception e) { #### Error.java 의존성 자석 -오류 코드를 반환한다는 이야기는, 클래스든 열거현 변수든, 어디선가 오류 코드를 정의한다는 뜻이다. 이것은 오류 코드를 정의한 클래스에 의존한다는 뜻이다. 이것은 의존성 자석이다. 예외는 Exception 클래스에서 파생된다. 따라서, 오류 코드를 반환하는 대신 예외를 던지면 오류 코드를 정의한 클래스에 의존하지 않을 수 있다. +오류 코드를 반환한다는 이야기는, 클래스든 열거형 변수든, 어디선가 오류 코드를 정의한다는 뜻이다. 이것은 오류 코드를 정의한 클래스에 의존한다는 뜻이다. 이것은 의존성 자석이다. 예외는 Exception 클래스에서 파생된다. 따라서 오류 코드를 반환하는 대신 예외를 던지면 오류 코드를 정의한 클래스에 의존하지 않을 수 있다. ### 반복하지 마라! > 중복은 문제다. -코드 길이가 늘어날 뿐 아니라 알고리즘이 변하면 중복된 코드를 찾아 모두 수정해야 한다. 게다가 어느 한곳이라도 빠뜨리게 되면 버그가 생긴다. 중복을 제거해보면 모듈의 가독성 또한 크게 높아진ㅏ는 사실을 알게 된다. +코드 길이가 늘어날 뿐 아니라 알고리즘이 변하면 중복된 코드를 찾아 모두 수정해야 한다. 게다가 어느 한 곳이라도 빠뜨리게 되면 버그가 생긴다. 중복을 제거해보면 모듈의 가독성 또한 크게 높아지는 사실을 알게 된다. -중복은 소프트웨어에서 모든 악의 근원이다. 많은 원칙과 기법이 중복을 업애거나 제어할 목적으로 나왔다. 객체 지향 프로그래밍은 코드를 부모 클래스로 몰아 중복을 없앤다. 구조적 프로그래밍, AOP(Aspect Oriented Programming), COP(Component Oriented Programming) 모두 어떤 면에서 중복을 제거 전략이다. +중복은 소프트웨어에서 모든 악의 근원이다. 많은 원칙과 기법이 중복을 없애거나 제어할 목적으로 나왔다. 객체 지향 프로그래밍은 코드를 부모 클래스로 몰아 중복을 없앤다. 구조적 프로그래밍, AOP(Aspect Oriented Programming), COP(Component Oriented Programming) 모두 어떤 면에서 중복을 제거 전략이다. ### 함수를 어떻게 짜죠? 소프트웨어를 짜는 행위는 여느 글짓기와 비슷하다. 논문이나 기사를 작성할 때는 먼저 생각을 기록한 후 읽기 좋게 다듬는다. 초안은 대개 서투르고 어수선하므로 원하는 대로 읽힐 때까지 말을 다듬고 문장을 고치고 문단을 정리한다. -함수를 짤 때도 마찬가지다. 처음에는 길고 복잡하다. 들여쓰기 단께도 많고 중복된 루프로 많다. 인수 목록도 아주 길다. 이름은 즉흥적이고 코드는 중복된다. 그 서투를 코드를 빠짐없이 테스트하는 단위 테스트 케이스도 만든다. +함수를 짤 때도 마찬가지다. 처음에는 길고 복잡하다. 들여쓰기 단계도 많고 중복된 루프로 많다. 인수 목록도 아주 길다. 이름은 즉흥적이고 코드는 중복된다. 그 서투를 코드를 빠짐없이 테스트하는 단위 테스트 케이스도 만든다. 그런 다음 코드를 다듬고, 함수를 만들고, 이름을 바꾸고, 중복을 제거한다. 메서드를 줄이고 순서를 바꾼다. 때론느 전체 클래스를 쪼개기도 한다. 이 와중에도 코드는 항상 단위 테스트를 통과해야 한다. @@ -309,4 +309,4 @@ private void logEror(Exception e) { Master 프로그래머는 시스템을 `구현할` 프로그램이 아니라 `풀어갈` 이야기로 여긴다. 프로그래밍 언어라는 수단을 사용해 좀 더 풍부하고 좀 더 표현력이 강한 언어를 만들어 이야기를 풀어간다. 시스템에서 발생하는 모든 동작을 설명하는 함수 계층이 바로 그 언어에 속한다. 재귀라는 기교로 각 동작은 바로 그 도메인에 특화된 언어를 사용해 자신만의 이야기를 풀어간다. -이 장은 함수를 잘 만드는 기교를 소개했다. 여기서 설명한 규칙을 따른다면 길이가 짧고, 이름이 좋고, 체계가 잡힌 함소가 나오리라. 하지만 진짜 목표는 시스템이라는 이야기를 풀어가는 데 있다는 사실을 명심하자. 작성하는 함수가 분명하고 정확한 언어로 깔끔하게 같이 맞아떨어져야 이야기를 풀어가기가 쉬워진다는 시실을 기억하자. +이 장은 함수를 잘 만드는 기교를 소개했다. 여기서 설명한 규칙을 따른다면 길이가 짧고, 이름이 좋고, 체계가 잡힌 함수가 나오리라. 하지만 진짜 목표는 시스템이라는 이야기를 풀어가는 데 있다는 사실을 명심하자. 작성하는 함수가 분명하고 정확한 언어로 깔끔하게 같이 맞아떨어져야 이야기를 풀어가기가 쉬워진다는 사실을 기억하자. From 2efd3302feb3acc5b6337d9e440be420e20437c7 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Mon, 11 Mar 2024 04:17:03 +0900 Subject: [PATCH 09/16] =?UTF-8?q?Backend=20Developer=20Roadmap=20=EB=82=B4?= =?UTF-8?q?=EC=9A=A9=20=EC=A0=95=EB=A6=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- hong/backend/backend-roadmap.md | 54 +++++++++++++++++++++++ hong/img/roadmap/backend-roadmap.jpg | Bin 0 -> 4500776 bytes hong/img/roadmap/detail-resources.png | Bin 0 -> 62846 bytes hong/img/roadmap/roadmap-sh-home.png | Bin 0 -> 99948 bytes hong/img/roadmap/start-here-backend.png | Bin 0 -> 141469 bytes hong/img/roadmap/start-here-frontend.png | Bin 0 -> 130669 bytes 6 files changed, 54 insertions(+) create mode 100644 hong/backend/backend-roadmap.md create mode 100644 hong/img/roadmap/backend-roadmap.jpg create mode 100644 hong/img/roadmap/detail-resources.png create mode 100644 hong/img/roadmap/roadmap-sh-home.png create mode 100644 hong/img/roadmap/start-here-backend.png create mode 100644 hong/img/roadmap/start-here-frontend.png diff --git a/hong/backend/backend-roadmap.md b/hong/backend/backend-roadmap.md new file mode 100644 index 0000000..2694aa6 --- /dev/null +++ b/hong/backend/backend-roadmap.md @@ -0,0 +1,54 @@ +## Backend Developer 로드맵 + +이직.. 참 힘들죠.. 공부할 게 비처럼 내려요.. 햐.. + +최근에 이직을 준비하셨던 시니어 개발자분과 이런저런 이야기를 하면서 팁 몇 가지를 공유해 주셨는데, 그중에 제 뒷목을 잡게 만든 `roadmap.sh`라는 웹사이트를 공유하려고 합니다. + +이 하찮은 글이 이직을 준비하는 만백억 여러분께 아주 조금의 도움이라도 되길.. 바라요..✨ + +### roadmap.sh 설명 + +![roadmap.sh 웹사이트 홈페이지](/hong/img/roadmap/roadmap-sh-home.png)
+_roadmap.sh 웹사이트 홈페이지_ + +> [roadmap.sh](https://roadmap.sh)는 프론트엔드, 백엔드, 데브옵스, 머신러닝, 블록체인 등 다양한 분야의 로드맵을 제공하고 있습니다. + +이 웹사이트는 특정 path로 가고자 하는 개발자에게 어떻게 공부를 해야하는지 가이드와 교육 컨텐츠를 제공합니다. 홈페이지에 가면 바로 Frontend, Backend, DevOps 등 다양한 직군과 기술에 대한 콘텐츠가 준비되어 있는 것을 볼 수 있습니다. + +이런 콘텐츠는 시간이 지나면 트렌드를 반영하지 못하는 경우가 많다고 생각할 수도 있겠지만, 이 웹사이트는 위키피디아처럼 커뮤니티가 지속해서 컨텐츠를 업데이트하는 방식으로 컨텐츠를 추가하고 보강한다고 하네요. 그래서 최신 기술과 트렌드가 로드맵에 잘 반영된다고 해요. 2024년 자료도 이미 나와 있네요! + +### Backend Developer Roadmap + +자, 마음의 준비를 해주세요.. 공부할 게 너무 많거든요.. + +준비되셨으면.. 일단 Start Here부터 클릭해 보세요. +상단의 Start Here를 클릭하면 직군별로 어느 순서대로 어떤 공부를 해야 하는지 알려줍니다! + +![Backend Developer](/hong/img/roadmap/start-here-backend.png)
+_Backend Developer 로드맵_ + +![Frontend Developer](/hong/img/roadmap/start-here-frontend.png)
+_Frontend Developer 로드맵_ + +가장 왼쪽 카드는 해당 직군의 전반 지식을 어떤 순서로 공부해야 하는지를 보여주고, 가운데 카드는 해당 직군의 대표적인 언어와 기술 등을 보여줍니다. 오른쪽 카드는 해당 직군의 대표적인 시스템 디자인, 프레임워크 등을 보여줍니다. + +이 외에도 DevOps, Mobile Developer, 심지어 AI & ML 등 다양한 로드맵이 준비되어 있습니다. 카드마다 구성 요소가 조금씩 다르니 한 번씩 클릭해서 보시면 좋을 것 같아요. + +한 카드를 클릭하면 아래와 같은 로드맵을 보실 수 있습니다. + +![Backend Developer Roadmap](/hong/img/roadmap/backend-roadmap.jpg)
+_이게 다 내가 배워야 할 주제 중 하나인 것.._ + +이렇게 로드맵으로 보니까 지금까지 내가 얼마나 대충 배워왔는지 알 수 있어요... 그리고 어떤 것을 더 공부해야 하는지도 알 수 있죠... + +그리고 로드맵을 보면 어떤 순서로 어떤 것을 공부해야 하는지 한눈에 알 수 있어서 정말 편리하고 기억하기에도 너무 좋다고 생각해요! 그리고 내가 얼마나 공부했는지 체크할 수 있는 기능도 있어서 까먹고 놓치는 것 없이 매일 조금씩 배울 수 있죠. + +그럼 하나를 선택해서 공부해 볼까요? + +![detail resources](/hong/img/roadmap/detail-resources.png)
+_가장 첫번째 항목인 Internet 노드 선택 시 보여주는 컨텐츠_ + +예를 들어 Internet 항목을 선택하면 아래와 같이 해당 항목에 대한 컨텐츠를 볼 수 있습니다. 개략적인 설명과 외부 블로그나 공식 웹사이트 등 해당 주제를 공부할 수 있는 링크를 제공하는 방식으로 내용이 구성되어 있어요. + +자, 이제 모든 카드를 이렇게 하나씩 클릭하면서 공부하면 되겠죠? 와~ 쉽다~ + diff --git a/hong/img/roadmap/backend-roadmap.jpg b/hong/img/roadmap/backend-roadmap.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f338adf38af0e2af6ba4c85512a89885671f5849 GIT binary patch literal 4500776 zcmeFZ2~ZPR-!B{lWfLN@3PRk$1)~Fq0@5NX3Sv}75fCznihzm^A_y^!Afg~fWt4G& zs0fIN5!sX_k$n^u*&ztoRQ5?nAhe{@`A+6}-g~RQJ8#wVd~emQ@4j`Niq@pN|I6>c zpL05jZUvt($9>z5Z3Gn+6~b-sA3@Pea8>@_f9a2s$bX4|@?pgrf}X~FLrtct$|AxH zJrz|w6-6C^L?Ecl{0D8qKmVxAP*s~bOI<@#OB>u!GKVljMOAf%n(EA%YHHx_^WZu` zO>gGhg=<}A>F)_tUv%2wrwcb8YAoJdSZ%ns1zBQq=+}5nEhA%-d8SL3Sz0Y$VQaU} ze*Fdq*DYJOxozL!?)CG&{oV(Be1i@jIU0N{BsAhoJzRlM^yTZffx)3+ z$@lSzN$C{&V_K<~3PJUMK=u#C{$G0O0lj9Zsi~@|EA>*D5d}V~dTKKluAMd4WsiE` zY5he%UC=PteB)tZwdP`*y@=tVUt6?{me>lGN|dVorP;rxSp5Gd&HjgC|5Gn6VYaFY 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zg`qU;?;ZRdsA7EB?nL&H|N3i45czxOwE$-@eD?2c>lF4|cT4R>ABze}Zz>H0_w zJYLXn)L_U$-`sEf?XCw+yU?IGau9t`g!K(Ip)_Ix9HFM*0Kcyc-r#xD=C{ehUKX&< yWx09wx{B_goG9omdws{)^x|)$MpkuohxD8+jh9)ne)1pSx-G4EBm4S;fBpwMI}knq literal 0 HcmV?d00001 From 6d34ed9605f222f07be082d6d6f9726462c98c50 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Sat, 16 Mar 2024 02:23:20 +0900 Subject: [PATCH 10/16] Create how-to-write-good-software-design-doc.md --- .../how-to-write-good-software-design-doc.md | 93 +++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 hong/software-design/how-to-write-good-software-design-doc.md diff --git a/hong/software-design/how-to-write-good-software-design-doc.md b/hong/software-design/how-to-write-good-software-design-doc.md new file mode 100644 index 0000000..a26f19c --- /dev/null +++ b/hong/software-design/how-to-write-good-software-design-doc.md @@ -0,0 +1,93 @@ +# 좋은 소프트웨어 설계문서 잘 만드는 방법 조사 + +## Why write a design document? + +- A design doc (also known as a technical spec) is a description of **how you plan to solve a problem**. +- A design doc is the most useful tool for making sure the right work gets done. +- The main goal of a design doc is to make you more effective by forcing you to think through the design and gather feedback from others. +- As a general rule of thumb, if you are working on a project that might take 1 engineer-month or more, you should write a design doc. +- However, different engineering teams, and even engineers within the same team, often write design docs very differently. Therefore we need to know the content, style and process of a good design doc. + +## What to include in a design doc? + +- A design doc describes the solution to a problem. +- To start, the following is a list of sections that you should at least consider including in your next design doc: + + - Title and People: + - The title of your design doc, + - The author(s) and the reviewer(s) of the doc + - and the date this document was last updated + - Overview + - A high level summary that every engineer at the company should understand and use to decide if it’s useful for them to read the rest of the doc. It should be 3 paragraphs max. + - Context + - A description of the problem at hand. why this project is necessary, what people need to know to assess this project, and how it fits into the technical strategy, product strategy, or the team’s quarterly goals. + - Goals and Non-Goals + - describe the user-driven impact of your project - where your user might be another engineering team or even another technical system. + - specify how to measure success using metrics - bonus points if you can link to a dashboard that tracks those metrics + - Non-Goals are equally important to describe which problems you **won’t** be fixing so everyone is on the same page. + - Milestones + - A list of measurable checkpoints, so your PM and your manager’s manager can skim it and know roughly when different parts of the project will be done. I encourage you to break the project down into major user-facing milestones if the project is more that 1 month long. + - Use calendar dates so you take into account unrelated delays, vacations, meetings, and so on. It should look something like this: + ``` + Start Date: June 7, 2024 + Milestone 1 - New system MVP running in dark-mode: June 28, 2024 + Milestoen 2 - Retire old system: July 4th, 2024 + End Date: Add feature X, Y, Z to new system: July 14th, 2024 + ``` + - Existing Solution + - In addition to describing the current implementation, you should also walk through a high level example flow to illustrate how users interact with this system and/or how data flow through it. + - A user story is a great way to frame this. Keep in mind that your system might have different types of user with different use cases. + - Proposed Solution + - Some people call this the Technical Architecture section. Again, try to walk through a user story to concretize this. Feel free to include many sub-sections and diagrams. + - Provide a big picture first, then fill in lots of details. Aim for a world where you can write this, then take a vacation on some deserted island, and another engineer on the team can just read it and implement the solution as you described. + - Alternative Solutions + + - What else did you consider when coming up with the solution above? What are the pros and cons of the alternatives? Have you considered buying a 3rd-party solution - or using an open source one - that solves this problem as opposed to building your own? + + - Testability, Monitoring and Alerting + + - People often treat this as an afterthought or skip it all together, and it almost always comes back to bite them later when things break and they have no idea how or why. + + - Cross-Team Impact + + - How will this increase on call and dev-ops burden? + - How much money will it cost? + - Does it cause any latency regression to the system? + - Does it expose any security vulnerabilities? + - What are some negative consequences and side effect? + - How might the support team communicate this to the customers? + + - Open Questions: + - Any open issue that you aren’t sure about, contentious decisions that you’d like readers to weigh in on, suggested future work, and so on. A tongue-in-cheek name for the section is the “known unknowns” + +## How to write it + +- **Write as simply as possible** + - **Don’t try to write like the academic papers you’ve read.** They are written to impress journal reviewers. + - Your doc is written to describe your solution and get feedback from your teammates. You can achieve clarity by using: + - Simple words + - Short sentences + - Bulleted lists and/or numbered lists + - Concrete examples, like “User Alice connects here bank account, then …” +- **Add lots of charts and diagrams** + + - Chart can often be useful to compare several potential options, and diagrams are generally easier to parse than text. I’ve had good luck with Google Drawing for creating diagrams. + - Tip: remember to add a link to the editable version of the diagram under the screenshot, so you can easily update it later when things inevitably change. + +- **Do the Skeptic Test** + + - Before sending your design doc to others to review, take a pass at it pretending to be the reviewer. + +- **Do the vacation Test** + - If you go on a long vacation now with no internet access, can someone on your team read the doc and implement it as you intended? + - The main goal of a design doc is not knowledge sharing, but this is a good way to evaluate for clarity so that others can actually give you useful feedback. + +## Process + +- Design docs help you get feedback before you waste a bunch of time implementing the wrong solution or the solution to the wrong problem. + +## Reference + +- [How to write a good software design doc](https://www.freecodecamp.org/news/how-to-write-a-good-software-design-document-66fcf019569c) + + - 위 내용의 번역 버전: [좋은 소프트웨어 설계문서 잘 만드는 방법](https://dev.to/itscreater/-1f7n) From 9b17662c71231962379d7cfc0b466e3f164d23a3 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Sat, 16 Mar 2024 02:28:08 +0900 Subject: [PATCH 11/16] =?UTF-8?q?=EC=A0=9C=EB=AA=A9=20=EC=88=98=EC=A0=95?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- hong/software-design/how-to-write-good-software-design-doc.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hong/software-design/how-to-write-good-software-design-doc.md b/hong/software-design/how-to-write-good-software-design-doc.md index a26f19c..1326c4c 100644 --- a/hong/software-design/how-to-write-good-software-design-doc.md +++ b/hong/software-design/how-to-write-good-software-design-doc.md @@ -1,4 +1,4 @@ -# 좋은 소프트웨어 설계문서 잘 만드는 방법 조사 +# How to Write A Good Software Design Documentation ## Why write a design document? From 53a1fa8c397f0125fd93f13b8c32f18d37070148 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Sun, 17 Mar 2024 05:33:50 +0900 Subject: [PATCH 12/16] =?UTF-8?q?Multipart=20Upload=20to=20Upload=20Large?= =?UTF-8?q?=20Objects=20=EB=82=B4=EC=9A=A9=20=EC=B6=94=EA=B0=80=201?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../backend/technique-to-upload-large-file.md | 37 +++++++++++++++++++ 1 file changed, 37 insertions(+) create mode 100644 hong/backend/technique-to-upload-large-file.md diff --git a/hong/backend/technique-to-upload-large-file.md b/hong/backend/technique-to-upload-large-file.md new file mode 100644 index 0000000..2817e6b --- /dev/null +++ b/hong/backend/technique-to-upload-large-file.md @@ -0,0 +1,37 @@ +# Multipart Upload to Upload Large Objects + +## 배경 + +> java.lang.OutOfMemoryError: Required array size too large + +5GB 이상의 파일을 업로드하려고 하면 위와 같은 에러가 발생한다. 이는 JVM의 Heap Size가 부족하기 때문에 발생하는 에러이다. 최대 20GB 까지의 파일을 업로드할 수 있어야 하기 때문에, 서버의 메모리 자원을 올려주는 방식으로는 적합하지 않을 것이라 판단하여 대안을 찾아보았다. + +## Multipart Upload + +> A multipart upload allows an application to upload a large object as a set of smaller parts uploaded in parallel. Upon completion, combines the smaller pieces into the original large object. + +Multipart Upload는 큰 파일을 여러 개의 작은 파일로 나누어 병렬로 업로드하는 방식이다. 이 방식을 사용하면, 큰 파일을 업로드할 때 발생하는 여러 문제를 해결할 수 있다. + +- 단일 HTTP connection으로 파일 업로드를 처리할 때 발생하는 TCP 처리량 제한을 우회하고 병렬처리로 인한 가용 network bandwidth를 최대한으로 사용. +- 파일 업로드 중에 문제 발생 시, 문제가 발생한 부분만 재시도함으로써 효율 증대. +- 작은 파일로 쪼개어 한번에 처리되는 서버의 메모리 자원을 최소화하여, 서버의 메모리 부족 문제 해결. + +## Multipart Upload 적용 대표 사례: Amazon S3 + +> Amazon S3 can be ideal to store large objects due to its 5TB object size maximum along with its support for reducing upload times via multipart uploads and transfer acceleration. + +S3의 multipart upload와 transfer acceleration 사용 전/후 업로드 소요 시간 비교 (485 MB 파일 업로드 시) + +| Multipart Upload | Transfer Acceleration | Upload Time | Improvement | +| :--------------: | :-------------------: | :---------: | :---------: | +| No | No | 72s | - | +| Yes | No | 43s | 40% | +| No | Yes | 45s | 38% | +| Yes | Yes | 28s | 61% | + +[Uploading large objects to Amazon S3 using multipart upload and transfer acceleration](https://aws.amazon.com/blogs/compute/uploading-large-objects-to-amazon-s3-using-multipart-upload-and-transfer-acceleration/) 에서 확인할 수 있듯이, Multipart Upload를 사용하면 업로드 시간을 최대 61%까지 단축할 수 있다. + +- Single Part upload로 파일 업로드 시 `72초`가 소요됨. +- 위 파일은 Multipart upload와 transfer acceleration를 함께 사용했을 때 28초 (61% 개선) 만에 업로드가 완료됨. + +## Multipart Upload 적용 방법 From 42743514baf96ef248de3c6739d784b5ab2edfd0 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Mon, 18 Mar 2024 03:15:32 +0900 Subject: [PATCH 13/16] =?UTF-8?q?Multipart=20Upload=20to=20Upload=20Large?= =?UTF-8?q?=20Objects=20=EC=9E=91=EC=84=B1=20=EC=99=84=EB=A3=8C?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../backend/technique-to-upload-large-file.md | 95 +++++++++++++++++++ 1 file changed, 95 insertions(+) diff --git a/hong/backend/technique-to-upload-large-file.md b/hong/backend/technique-to-upload-large-file.md index 2817e6b..5883fcf 100644 --- a/hong/backend/technique-to-upload-large-file.md +++ b/hong/backend/technique-to-upload-large-file.md @@ -35,3 +35,98 @@ S3의 multipart upload와 transfer acceleration 사용 전/후 업로드 소요 - 위 파일은 Multipart upload와 transfer acceleration를 함께 사용했을 때 28초 (61% 개선) 만에 업로드가 완료됨. ## Multipart Upload 적용 방법 + +Multipart Upload 방식을 구현하는 순서는 아래와 같다. + +1. **initialize upload request:** + - client는 업로드할 파일 이름, 파일 사이즈 정보와 함께 업로드 초기화 요청을 보낸다. + - 서버에서는 사용자의 요청 파일 이름으로 중복 파일이 있는지 검사하고, 없으면 Unique Slide ID를 생성하여 사용자, 요청 파일 정보와 함께 DB에 저장한다. + - 해당 Slide ID와 파일 이름으로 지정된 저장 공간에 Parts를 저장할 폴더를 생성한다. + - 파일의 사이즈를 기반으로 parts로 받을 파일의 최대 사이즈와 client가 전달해줘야 하는 총 part의 수를 계산한다. + - Response로 위 과정에서 생성한 Slide ID, maxPartSize, numberOfParts 정보를 전달한다. +2. **upload part request (in parallel):** + - 초기화 요청으로부터 전달받은 값을 기반으로 원본 파일에서 maxPartSize 만큼의 byte를 Slide ID, part number 정보와 함께 서버에 전달한다. + - 위 요청을 numberOfParts의 수 만큼 수행한다. + - 위 요청을 병렬로 처리하여 성능 향상을 이끌어 낸다. + - 서버에서는 초기화 단계에서 생성한 저장 공간 위치에 파트의 넘버 정보를 포함한 파일 이름으로 파트를 저장한다. + - 에러 상황 발생 시 client에 에러 정보를 전달하여 client가 해당 파트 요청을 다시 수행할 수 있도록 가이드한다. +3. **Complete upload request:** + - 모든 파트 전송 요청이 성공했다면, client는 완료 검증을 위한 Slide ID, numberOfParts, 파일 이름 정보와 함께 업로드 완료 요청을 보낸다. + - 서버는 위 정보를 기반으로 해당 슬라이드의 파일 이름과 생성된 파일 수를 확인한다. + - 검증이 완료되면 파트를 순서대로 병합하여 하나의 파일. 즉, 원본 파일을 만든다. + - 병합이 완료되면 파트를 삭제하고, 업로드 완료 상태를 client에 전달한다. + +### 테스트 방법 + +구현한 Multipart Upload 방식이 정상 동작하는지 테스트하고, 전체 파일을 한번에 업로드하는 방식과 성능 차이를 확인하기 위해 아래와 같은 API를 생성했다. + +- `createMultipartUpload` : 1단계. 초기화 요청을 수행하는 API +- `uploadPart`: 2단계. 파트 업로드 요청을 수행하는 API +- `completeMultipartUpload` : 3단계. 최종 파트를 최종 결과물로 병합하는 API +- `uploadSingleFile` : 성능 측정으로 위한 전체 파일을 한번에 업로딩하는 API + +### 테스트 결과 + +- Multipart upload 방식으로 파일을 업로드 할 경우, 20GB 크기의 파일도 성공적으로 업로드할 수 있었다. +- Multipart upload 요청을 병렬로 요청할 경우, 파일 사이즈가 커질수록 뚜렷한 성능 차이를 확인할 수 있었다. +- 전체 파일을 한번에 업로드하는 방식은 5GB 업로드 시 Out Of Memory Error를 발생 (아래 사진 참고)시키며, 해당 에러는 JVM의 maxHeepSize를 늘려서 해결되지 않는다. +- 작은 파일인 경우, 전체 파일을 한번에 업로드하는 방식이 더 효율적이었지만, 파일 사이즈가 커질수록 multipart upload 방식으로 업로드하는 방식이 더 큰 효율을 내는 것을 확인할 수 있었다. + +아래는 파일 사이즈에 따른 업로드 방식의 성능 테스트 결과이다. + +**File Size: 488MB** + +| Multipart upload | Parallel (Coroutine) | Upload time | +| --- | --- | --- | +| No | No | 1.5s | +| Yes | No | 4.7s | +| Yes | Yes | 4.7s | +- Single Upload 방식: 1.5초 + + ![스크린샷 2024-03-17 154323](https://github.com/10000-Bagger/free-topic-study/assets/34956359/771f799d-3732-4ac6-aa90-945ff2d4f05d) + +- multipart upload 방식 (sync): 4.7초 + + ![스크린샷 2024-03-17 154412](https://github.com/10000-Bagger/free-topic-study/assets/34956359/59aa9d17-05b5-402a-b8dd-bac0c22542fc) + +- multipart upload 방식 (Parallel): 4.7초 + + ![스크린샷 2024-03-17 154541](https://github.com/10000-Bagger/free-topic-study/assets/34956359/90f098e5-ecec-4da5-8da2-4e7425e9f68d) + + +**File Size: 5GB** + +| Multipart upload | Parallel (Coroutine) | Upload time | +| --- | --- | --- | +| No | No | - | +| Yes | No | 63s | +| Yes | Yes | 59s | +- Single Upload 방식: 확인 불가 + +![스크린샷 2024-03-17 150019](https://github.com/10000-Bagger/free-topic-study/assets/34956359/8ee0ab92-4734-41fa-a008-10a8254e9709) + +- multipart upload 방식 (sync): 63초 + + ![스크린샷 2024-03-17 154041](https://github.com/10000-Bagger/free-topic-study/assets/34956359/6c0a228e-47d5-4802-981a-a5fa6c76c814) + + +- multipart upload 방식 (Parallel): 59초 + + ![스크린샷 2024-03-17 153814](https://github.com/10000-Bagger/free-topic-study/assets/34956359/b7c2bc4e-026b-491d-9232-2281bbee784f) + + +**File Size: 20GB** + +| Multipart upload | Parallel (Coroutine) | Upload time | +| --- | --- | --- | +| No | No | - | +| Yes | No | 272s | +| Yes | Yes | 248s | + +- multipart upload 방식 (sync): 4분 32초 + + ![스크린샷 2024-03-17 152637](https://github.com/10000-Bagger/free-topic-study/assets/34956359/7eaf5ac6-07bd-489c-9249-a8055547ec8d) + +- multipart upload 방식 (Parallel): 4분 8초 + + ![스크린샷 2024-03-17 153208](https://github.com/10000-Bagger/free-topic-study/assets/34956359/ae00c89d-c7b3-4cb7-a9a9-a96402ffd403) From 3814efbc7f13d37d7041379989e558caadf579ea Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Sat, 23 Mar 2024 02:06:31 +0900 Subject: [PATCH 14/16] =?UTF-8?q?=ED=81=B0=20=EC=9D=B4=EB=AF=B8=EC=A7=80?= =?UTF-8?q?=20=ED=8C=8C=EC=9D=BC=EC=9D=84=20=EB=B6=84=EC=84=9D=ED=95=98?= =?UTF-8?q?=EB=8A=94=20=EB=B0=A9=EB=B2=95=20part=201?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- hong/backend/how-to-slice-large-image-file.md | 38 +++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 hong/backend/how-to-slice-large-image-file.md diff --git a/hong/backend/how-to-slice-large-image-file.md b/hong/backend/how-to-slice-large-image-file.md new file mode 100644 index 0000000..bf8e85f --- /dev/null +++ b/hong/backend/how-to-slice-large-image-file.md @@ -0,0 +1,38 @@ +## 배경 + +큰 이미지를 분석할 때 작은 크기의 이미지(예: 100x100 사이즈)로 잘라서 부분부분 분석한 다음 결과를 모두 종합하여 최종 결과를 만들어 내는 방식을 백엔드에서 지원해야 한다면 어떻게 할 수 있을까 조사했습니다. + +## 문제 분석 + +### 1. 파일 크기 문제 + +파일 크기가 일정 사이즈를 초과한다면 일반적으로 잘 알려진 open-source 라이브러리로 처리할 때 최대 사이즈를 초과하는 이미지라는 Exception을 던진다. + +예: + +- **ImageIO (Java)** + + - ImageIO 라이브러리에서 허용하는 최대 이미지 사이즈는 **2,147,483,647 pixels** 이다. (2GB) + +- **Pillow (Python)** + + - Pillow 라이브러리에서 허용하는 최대 이미지 사이즈는 **178,956,970 pixels** 이다. + +- **OpenCV (Python)** + - OpenVC 라이브러리에서 허용하는 최대 이미지 사이즈는 **1,073,741,824 pixels** 이다. + +## 문제 해결 + +큰 파일을 읽어내고 작은 파일로 잘라내거나 바로 접근이 가능하도록 지원하는 라이브러리를 찾아본 결과, **OpenSlide** 라이브러리를 사용하면 큰 이미지 파일을 효율적으로 처리할 수 있다는 것을 알게 되었다. + +### OpenSlide + +> OpenSlide is a C library that provides a simple interface to read whole-slide images (also known as virtual slides) + +OpenSlide은 원래 Whole-slide image (WSI) 라는 유리 슬라이드를 스캔하여 디지털 슬라이드로 만든 파일 형식을 지원하기 위해 개발된 Open source 라이브러리이다. 하지만, 해당 라이브러리를 활용해서 JPEG, JPEG 2000, PNG 등 다양한 이미지 파일을 응용 프로그램으로 컨트롤할 수 있는 기능을 지원한다. + +공식 지원하는 언어는 Java와 Python이며, Python이 Java보다 기능 측면에서 더 많은 기능을 지원한다. + +예를 들어, Python library는 원본 이미지에서 특정 부분을 뽑아 낼 수 있는 기능인 Deep Zoom generator 기능이 포함되어 있다. 하지만, Java library에는 해당 기능이 빠져 있어 원본 이미지의 파일을 부분으로 잘라서 사용하기 위해서는 Python library를 사용해야 한다. + +### OpenSlide 사용 방법 From e8d77d3fc3dbec52393000626d888598a41e3755 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Sat, 23 Mar 2024 02:11:48 +0900 Subject: [PATCH 15/16] =?UTF-8?q?=ED=85=8C=EC=8A=A4=ED=8A=B8=20=EC=9D=B4?= =?UTF-8?q?=EB=AF=B8=EC=A7=80=20=EC=B6=94=EA=B0=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- hong/backend/how-to-slice-large-image-file.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/hong/backend/how-to-slice-large-image-file.md b/hong/backend/how-to-slice-large-image-file.md index bf8e85f..74a476a 100644 --- a/hong/backend/how-to-slice-large-image-file.md +++ b/hong/backend/how-to-slice-large-image-file.md @@ -13,13 +13,22 @@ - **ImageIO (Java)** - ImageIO 라이브러리에서 허용하는 최대 이미지 사이즈는 **2,147,483,647 pixels** 이다. (2GB) + +![스크린샷 2024-03-17 183337](https://github.com/10000-Bagger/free-topic-study/assets/34956359/d044f4a4-ddac-490e-8ccb-2a4fe1cfb78b) + - **Pillow (Python)** - Pillow 라이브러리에서 허용하는 최대 이미지 사이즈는 **178,956,970 pixels** 이다. +![스크린샷 2024-03-17 182407](https://github.com/10000-Bagger/free-topic-study/assets/34956359/5e4631d6-6500-429a-88e3-d6da1c5688a8) + + - **OpenCV (Python)** - OpenVC 라이브러리에서 허용하는 최대 이미지 사이즈는 **1,073,741,824 pixels** 이다. + +![스크린샷 2024-03-17 182436](https://github.com/10000-Bagger/free-topic-study/assets/34956359/4d27f703-bbb1-40df-b3e2-68bab647a8c0) + ## 문제 해결 From 8cd56e65d410c7657ad31454e1a0059bc84a8019 Mon Sep 17 00:00:00 2001 From: Hongsuk Ryu <34956359+deepbig@users.noreply.github.com> Date: Sun, 24 Mar 2024 02:59:43 +0900 Subject: [PATCH 16/16] =?UTF-8?q?=ED=81=B0=20=EC=9D=B4=EB=AF=B8=EC=A7=80?= =?UTF-8?q?=20=ED=8C=8C=EC=9D=BC=EC=9D=84=20=EB=B6=84=EC=84=9D=ED=95=98?= =?UTF-8?q?=EB=8A=94=20=EB=B0=A9=EB=B2=95=20Part=202?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- hong/backend/how-to-slice-large-image-file.md | 92 ++++++++++++++++++- 1 file changed, 87 insertions(+), 5 deletions(-) diff --git a/hong/backend/how-to-slice-large-image-file.md b/hong/backend/how-to-slice-large-image-file.md index 74a476a..4fbb52e 100644 --- a/hong/backend/how-to-slice-large-image-file.md +++ b/hong/backend/how-to-slice-large-image-file.md @@ -13,9 +13,8 @@ - **ImageIO (Java)** - ImageIO 라이브러리에서 허용하는 최대 이미지 사이즈는 **2,147,483,647 pixels** 이다. (2GB) - -![스크린샷 2024-03-17 183337](https://github.com/10000-Bagger/free-topic-study/assets/34956359/d044f4a4-ddac-490e-8ccb-2a4fe1cfb78b) +![스크린샷 2024-03-17 183337](https://github.com/10000-Bagger/free-topic-study/assets/34956359/d044f4a4-ddac-490e-8ccb-2a4fe1cfb78b) - **Pillow (Python)** @@ -23,12 +22,10 @@ ![스크린샷 2024-03-17 182407](https://github.com/10000-Bagger/free-topic-study/assets/34956359/5e4631d6-6500-429a-88e3-d6da1c5688a8) - - **OpenCV (Python)** - OpenVC 라이브러리에서 허용하는 최대 이미지 사이즈는 **1,073,741,824 pixels** 이다. - -![스크린샷 2024-03-17 182436](https://github.com/10000-Bagger/free-topic-study/assets/34956359/4d27f703-bbb1-40df-b3e2-68bab647a8c0) +![스크린샷 2024-03-17 182436](https://github.com/10000-Bagger/free-topic-study/assets/34956359/4d27f703-bbb1-40df-b3e2-68bab647a8c0) ## 문제 해결 @@ -45,3 +42,88 @@ OpenSlide은 원래 Whole-slide image (WSI) 라는 유리 슬라이드를 스캔 예를 들어, Python library는 원본 이미지에서 특정 부분을 뽑아 낼 수 있는 기능인 Deep Zoom generator 기능이 포함되어 있다. 하지만, Java library에는 해당 기능이 빠져 있어 원본 이미지의 파일을 부분으로 잘라서 사용하기 위해서는 Python library를 사용해야 한다. ### OpenSlide 사용 방법 + +Python에서 OpenSlide와 DeepZoomGenerator를 통해 부분 이미지를 추출한 파일(Patch)을 생성하는 방법은 아래와 같다. + +```python +import openslide +from openslide import OpenSlide +from openslide.deepzoom import DeepZoomGenerator +from io import BytesIO + +DEEPZOOM_FORMAT = 'jpeg' + +# Given a slide path +openslide_obj = OpenSlide(path) +slide = DeepZoomGenerator(openslide_obj, **self.dz_opts) +mpp_x = openslide_obj.properties[openslide.PROPERTY_NAME_MPP_X] +mpp_y = openslide_obj.properties[openslide.PROPERTY_NAME_MPP_Y] + +slide.map = (float(mpp_x) + float(mpp_y)) / 2 +dzi = slide.get_dzi(DEEPZOOM_FORMAT) + +# Given level, col, row info +tile = slide.get_tile(level, col, row) +buf = BytesIO() +tile.save(buf, "jpeg", quality=DEEPZOOM_TILE_QUALITY) +return buf.getvalue( +``` + +각 라인에 대한 설명은 아래와 같다. + +```python +openslide_obj = OpenSlide(path) +``` + +- OpenSlide를 사용하여 전체 슬라이드 이미지 열기. 'path'는 WSI 파일 실제 경로를 입력. + +```python +slide = DeepZoomGenerator(openslide_obj, **self.dz_opts) +``` + +- 선언된 슬라이드로 DeepZoomGenerator를 초기화. self.dz_opts는 DeepZoomGenerator에 대한 옵션들이며, 예를 들어, 타일 크기 및 overlap 등이 포함되어야 함. + +```python +mpp_x = openslide_obj.properties[openslide.PROPERTY_NAME_MPP_X] +mpp_y = openslide_obj.properties[openslide.PROPERTY_NAME_MPP_Y] +``` + +- 슬라이드 속성에서 X 및 Y 차원의 Microns Per Pixel(mpp)을 검색. 미크론 단위 픽셀은 픽셀 당 얼마의 micrometer 가 담기느냐를 나타내는 수치 ([링크](https://biology-statistics-programming.tistory.com/215)) + +```python +slide.map = (float(mpp_x) + float(mpp_y)) / 2 +``` + +- 평균 미크론 단위 픽셀(mpp)을 매핑 요소로 계산 + +```python +dzi = slide.get_dzi(DEEPZOOM_FORMAT) +``` + +- 슬라이드에 대한 Deep Zoom Image (DZI) 형식 정보 가져오기. DZI 형식은 DeepZoom이 다양한 줌 레벨에서 이미지가 타일로 어떻게 나뉘어지는지 설명하는 데 사용. + +```python +tile = slide.get_tile(level, col, row) +``` + +- 줌 레벨, 열, 행을 주어 특정 타일 검색 + +```python +tile.save(buf, "jpeg", quality=DEEPZOOM_TILE_QUALITY) +``` + +- 타일을 저장하기 위한 메모리 내 바이트 버퍼 준비 + +```python +tile.save(buf, "jpeg", quality=DEEPZOOM_TILE_QUALITY) +``` + +- 지정된 품질로 JPEG 형식으로 버퍼에 타일 저장 + +```python +return buf.getvalue() +``` + +- 버퍼의 내용, 즉 타일 이미지 데이터 반환 + +위와 같은 방식으로 WSI 파일에서 지정된 사이즈의 patch로 이미지를 뽑아올 수 있다.

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