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RESTful API\ub97c \uc27d\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 FastAPI\uc758 \ud2b9\uc9d5 \uc911 \ud558\ub098\ub294 \ub370\uc774\ud130 \uac80\uc99d\uacfc \uc790\ub3d9 \ubb38\uc11c \uc0dd\uc131 \uae30\ub2a5\uc785\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 FastAPI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc561\uc138\uc2a4 \ud1a0\ud070\uc744 \uc0dd\uc131\ud558\uace0 \uac80\uc99d\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \ub2e4\ub8f9\ub2c8\ub2e4. \uc561\uc138\uc2a4\u2026","rel":"","context":""FastAPI\uc11c\ubc84\uac1c\ubc1c"\uc5d0\uc11c","block_context":{"text":"FastAPI\uc11c\ubc84\uac1c\ubc1c","link":"https:\/\/atmokpo.com\/w\/category\/fastapi%ec%84%9c%eb%b2%84%ea%b0%9c%eb%b0%9c\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38578,"url":"https:\/\/atmokpo.com\/w\/38578\/","url_meta":{"origin":38428,"position":3},"title":"FastAPI \uc11c\ubc84\uac1c\ubc1c, \ucee8\ud14c\uc774\ub108 \uc2e4\ud589 App Runner \uc124\uc815 \ubc0f \uc2e4\ud589","author":"root","date":"2024\ub144 11\uc6d4 01\uc77c","format":false,"excerpt":"FastAPI\ub294 \ud604\ub300\uc758 API \uc11c\ubc84 \uac1c\ubc1c\uc5d0 \ucd5c\uc801\ud654\ub41c \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ube44\ub3d9\uae30 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \uc9c0\uc6d0\ud558\uba70 \uc790\ub3d9 \ubb38\uc11c\ud654 \uae30\ub2a5\uc774 \ub6f0\uc5b4\ub098\uae30 \ub54c\ubb38\uc5d0 \ub9ce\uc740 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\ub4e4\uc774 \uc120\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 FastAPI\ub85c \uac04\ub2e8\ud55c \uc11c\ubc84\ub97c \uad6c\ud604\ud558\uace0, \uc774\ub97c \ucee8\ud14c\uc774\ub108\ud654\ud558\uc5ec AWS App Runner\uc5d0 \ubc30\ud3ec\ud558\ub294 \uacfc\uc815\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. FastAPI \uc18c\uac1c FastAPI\ub294 Python\uc73c\ub85c \uc791\uc131\ub41c \ube44\ub3d9\uae30 RESTful API \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \uae30\ub2a5\uc744\u2026","rel":"","context":""FastAPI\uc11c\ubc84\uac1c\ubc1c"\uc5d0\uc11c","block_context":{"text":"FastAPI\uc11c\ubc84\uac1c\ubc1c","link":"https:\/\/atmokpo.com\/w\/category\/fastapi%ec%84%9c%eb%b2%84%ea%b0%9c%eb%b0%9c\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":38524,"url":"https:\/\/atmokpo.com\/w\/38524\/","url_meta":{"origin":38428,"position":4},"title":"FastAPI \uc11c\ubc84\uac1c\ubc1c, \uc131\ub2a5 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uce90\uc2f1 \ubc0f \ub85c\ub4dc \ubc38\ub7f0\uc2f1 \uc804\ub7b5","author":"root","date":"2024\ub144 11\uc6d4 01\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \ubc1c\ud589\uc77c: [\uc624\ub298 \ub0a0\uc9dc] \uc18c\uac1c FastAPI\ub294 Python\uc73c\ub85c \uc791\uc131\ub41c \uace0\uc131\ub2a5 \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ube60\ub978 \uac1c\ubc1c \uc18d\ub3c4\uc640 \ub192\uc740 \uc131\ub2a5 \ub355\ubd84\uc5d0 \ub9ce\uc740 \uac1c\ubc1c\uc790\ub4e4\uc5d0\uac8c \uc0ac\ub791\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc131\ub2a5\uc774 \uc88b\ub2e4\uace0 \ud574\uc11c \ubaa8\ub4e0 \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc6d0\ud65c\ud558\uac8c \uc791\ub3d9\ud558\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \ud2b9\ud788 \ud2b8\ub798\ud53d\uc774 \ub9ce\uc740 \uc11c\ube44\uc2a4\uc5d0\uc11c\ub294 \uc131\ub2a5 \ucd5c\uc801\ud654\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 FastAPI \uc11c\ubc84\uc758 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud55c \uce90\uc2f1(caching)\uacfc \ub85c\ub4dc \ubc38\ub7f0\uc2f1(load\u2026","rel":"","context":""FastAPI\uc11c\ubc84\uac1c\ubc1c"\uc5d0\uc11c","block_context":{"text":"FastAPI\uc11c\ubc84\uac1c\ubc1c","link":"https:\/\/atmokpo.com\/w\/category\/fastapi%ec%84%9c%eb%b2%84%ea%b0%9c%eb%b0%9c\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":43378,"url":"https:\/\/atmokpo.com\/w\/43378\/","url_meta":{"origin":38428,"position":5},"title":"[Electron] 009. Electron\uacfc Node.js \ud1b5\ud569\ud558\uae30, Node.js \uae30\ub2a5\uc744 Electron\uc5d0\uc11c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95","author":"root","date":"2024\ub144 11\uc6d4 26\uc77c","format":false,"excerpt":"Node.js \uae30\ub2a5\uc744 Electron\uc5d0\uc11c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95 1. \uc11c\ub860 Electron\uc740 \ub370\uc2a4\ud06c\ud0d1 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4\uae30 \uc704\ud55c \uac15\ub825\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \uc9c0\uc6d0\uc744 \ud1b5\ud574 HTML, CSS, JavaScript\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. Node.js\ub294 \uc11c\ubc84 \uc0ac\uc774\ub4dc\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 JavaScript \ud658\uacbd\uc73c\ub85c, \ud074\ub77c\uc774\uc5b8\ud2b8\uc640 \uc11c\ubc84 \uac04\uc758 \uc0c1\ud638 \uc791\uc6a9\uc744 \ud1b5\ud569\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\ub294 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774 \ub450 \uae30\uc220\uc744 \ud1b5\ud569\ud558\uba74 \ud48d\ubd80\ud55c\u2026","rel":"","context":""electron"\uc5d0\uc11c","block_context":{"text":"electron","link":"https:\/\/atmokpo.com\/w\/category\/electron\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/38428","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=38428"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/38428\/revisions"}],"predecessor-version":[{"id":38429,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/38428\/revisions\/38429"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=38428"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=38428"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=38428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":38428,"date":"2024-11-01T18:16:52","date_gmt":"2024-11-01T18:16:52","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=38428"},"modified":"2024-11-26T06:44:21","modified_gmt":"2024-11-26T06:44:21","slug":"fastapi-%ec%84%9c%eb%b2%84%ea%b0%9c%eb%b0%9c-db-%ec%a1%b0%ec%9e%91-r-read","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/38428\/","title":{"rendered":"FastAPI \uc11c\ubc84\uac1c\ubc1c, DB \uc870\uc791, R Read"},"content":{"rendered":"

<\/p>\n

FastAPI\ub294 \ube44\ub3d9\uae30\uc801, \uace0\uc131\ub2a5 \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, Python\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, RESTful API\ub97c \uc190\uc27d\uac8c \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 FastAPI\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc815\ubcf4\ub97c \uc77d\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc870\uc791\uc758 \uae30\ubcf8\uc801\uc778 \uad6c\uc131 \uc694\uc18c\uc778 R(Read)\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc9c4\ud589\ud560 \uac83\uc785\ub2c8\ub2e4. \uc608\uc81c\ub85c\ub294 SQLite \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uae30\ubcf8\uc801\uc778 CRUD(Create, Read, Update, Delete) \uc870\uc791\uc744 \uc218\ud589\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. FastAPI \uc18c\uac1c<\/h2>\n

FastAPI\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \ud2b9\uc9d5\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n

\ube60\ub978 \uc131\ub2a5: Starlette \ubc0f Pydantic\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uc5ec \ube44\ub3d9\uae30 \ucc98\ub9ac\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
\uc790\ub3d9 \ubb38\uc11c\ud654: OpenAPI \ubc0f JSON Schema\ub97c \uae30\ubc18\uc73c\ub85c \uc790\ub3d9\uc73c\ub85c API \ubb38\uc11c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n

\ud0c0\uc785 \ud78c\ud2b8 \uc9c0\uc6d0: Python \ud0c0\uc785\uc758 \uc774\uc810\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucf54\ub4dc\uc758 \uac00\ub3c5\uc131\uacfc \uc548\uc804\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n

2. \ud504\ub85c\uc81d\ud2b8 \uc124\uc815<\/h2>\n

\uc6b0\uc120 FastAPI \ubc0f \ud544\uc694\ud55c \ud328\ud0a4\uc9c0\ub97c \uc124\uce58\ud558\uaca0\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud504\ub85c\uc81d\ud2b8 \ud658\uacbd\uc744 \uc124\uc815\ud569\ub2c8\ub2e4:<\/p>\n

pip install fastapi uvicorn sqlalchemy<\/code><\/pre>\n2.1 SQLite \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/h3>\nSQLite\ub294 \uac04\ub2e8\ud558\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud30c\uc77c \uae30\ubc18\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c, \uac1c\ubc1c \ucd08\uae30 \ub2e8\uacc4\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n
2.2 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubaa8\ub378 \uc815\uc758<\/h3>\nSQLAlchemy\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubaa8\ub378\uc744 \uc815\uc758\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 \uc0ac\uc6a9\uc790 \uc815\ubcf4\ub97c \uc800\uc7a5\ud558\uae30 \uc704\ud55c \uac04\ub2e8\ud55c \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/p>\n
from sqlalchemy import Column, Integer, String, create_engine\nfrom sqlalchemy.ext.declarative import declarative_base\nfrom sqlalchemy.orm import sessionmaker\n\n# \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubca0\uc774\uc2a4 \ubaa8\ub378 \uc815\uc758\nBase = declarative_base()\n\n# \uc0ac\uc6a9\uc790 \ubaa8\ub378 \uc815\uc758\nclass User(Base):\n    __tablename__ = 'users'\n\n    id = Column(Integer, primary_key=True)\n    name = Column(String, index=True)\n    email = Column(String, unique=True, index=True)\n\n# \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5d4\uc9c4 \ubc0f \uc138\uc158 \uc0dd\uc131\nengine = create_engine(\"sqlite:\/\/\/.\/test.db\")\nSessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)\n\n# \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc0dd\uc131\nBase.metadata.create_all(bind=engine)<\/code><\/pre>\n3. FastAPI \uc571 \uc0dd\uc131<\/h2>\nFastAPI \uc571\uc744 \uc0dd\uc131\ud558\uace0, \uae30\ubcf8\uc801\uc778 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub97c \uad6c\ud604\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \uc0ac\uc6a9\uc790 \uc815\ubcf4\ub97c \uc870\ud68c\ud558\ub294 API\ub97c \uc644\uc131\ud558\ub294 \ucf54\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n
from fastapi import FastAPI, Depends, HTTPException\nfrom sqlalchemy.orm import Session\n\n# FastAPI \uc571 \uc0dd\uc131\napp = FastAPI()\n\n# \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc138\uc158 \uc0dd\uc131\ndef get_db():\n    db = SessionLocal()\n    try:\n        yield db\n    finally:\n        db.close()\n\n# \uc0ac\uc6a9\uc790 \uc870\ud68c API \uc5d4\ub4dc\ud3ec\uc778\ud2b8\n@app.get(\"\/users\/{user_id}\", response_model=User)\ndef read_user(user_id: int, db: Session = Depends(get_db)):\n    db_user = db.query(User).filter(User.id == user_id).first()\n    if db_user is None:\n        raise HTTPException(status_code=404, detail=\"User not found\")\n    return db_user<\/code><\/pre>\n4. \uc2e4\ud589 \ubc0f \ud14c\uc2a4\ud2b8<\/h2>\n\uc774\uc81c FastAPI \uc11c\ubc84\ub97c \uc2e4\ud589\ud560 \uc900\ube44\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uba85\ub839\uc5b4\ub85c \uc11c\ubc84\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4:<\/p>\n
uvicorn main:app --reload<\/code><\/pre>\n\uc11c\ubc84\uac00 \uc815\uc0c1\uc801\uc73c\ub85c \uc2e4\ud589\ub418\uba74 \ube0c\ub77c\uc6b0\uc800\uc5d0\uc11c http:\/\/127.0.0.1:8000\/docs<\/code>\uc5d0 \uc811\uc18d\ud558\uc5ec \uc790\ub3d9 \uc0dd\uc131\ub41c API \ubb38\uc11c\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uacf3\uc5d0\uc11c \uc0ac\uc6a9\uc790 \uc815\ubcf4\ub97c \uc694\uccad\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5. \uacb0\ub860<\/h2>\n\uc774 \uae00\uc5d0\uc11c\ub294 FastAPI\ub97c \uc0ac\uc6a9\ud558\uc5ec SQLite \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c\ubd80\ud130 \ub370\uc774\ud130\ub97c \uc77d\uc5b4\uc624\ub294 \ubc29\ubc95\uc744 \ub2e4\ub918\uc2b5\ub2c8\ub2e4. FastAPI\uc758 \uc9c1\uad00\uc801\uc778 API \uc124\uacc4\uc640 SQLAlchemy\ub97c \ud1b5\ud574 \uc27d\uac8c CRUD \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd94\ud6c4\uc5d0\ub294 \ub370\uc774\ud130 \uc0dd\uc131(Create), \uc218\uc815(Update), \uc0ad\uc81c(Delete)\uc758 \uad6c\ud604\uc5d0 \ub300\ud574\uc11c\ub3c4 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4. FastAPI\ub294 \ube44\uc988\ub2c8\uc2a4 \ub85c\uc9c1\uc774 \ubcf5\uc7a1\ud574\uc9c8\uc218\ub85d \ub354 \ud6a8\uacfc\uc801\uc774\ubbc0\ub85c, \uc2e4\uc81c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c\uc758 \ud65c\uc6a9\uc744 \uc801\uadf9 \ucd94\ucc9c\ud569\ub2c8\ub2e4.<\/p>\n
6. \ucc38\uace0 \uc790\ub8cc<\/h2>\n\nFastAPI \uacf5\uc2dd \ubb38\uc11c<\/a><\/li>\n
SQLAlchemy \uacf5\uc2dd \ubb38\uc11c<\/a><\/li>\n
SQLite \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a><\/li>\n<\/ul>\n<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"FastAPI\ub294 \ube44\ub3d9\uae30\uc801, \uace0\uc131\ub2a5 \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, Python\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70, RESTful API\ub97c \uc190\uc27d\uac8c \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 FastAPI\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc815\ubcf4\ub97c \uc77d\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc870\uc791\uc758 \uae30\ubcf8\uc801\uc778 \uad6c\uc131 \uc694\uc18c\uc778 R(Read)\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc9c4\ud589\ud560 \uac83\uc785\ub2c8\ub2e4. \uc608\uc81c\ub85c\ub294 SQLite \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uae30\ubcf8\uc801\uc778 CRUD(Create, Read, Update, Delete) \uc870\uc791\uc744 \uc218\ud589\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. 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