{"id":38562,"date":"2024-11-01T18:18:18","date_gmt":"2024-11-01T18:18:18","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=38562"},"modified":"2024-11-26T06:43:59","modified_gmt":"2024-11-26T06:43:59","slug":"fastapi-%ec%84%9c%eb%b2%84%ea%b0%9c%eb%b0%9c-aws-gcp-%eb%98%90%eb%8a%94-azure%ec%97%90-fastapi-%ec%95%a0%ed%94%8c%eb%a6%ac%ec%bc%80%ec%9d%b4%ec%85%98-%eb%b0%b0%ed%8f%ac%ed%95%98%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/38562\/","title":{"rendered":"FastAPI \uc11c\ubc84\uac1c\ubc1c, AWS, GCP \ub610\ub294 Azure\uc5d0 FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec\ud558\uae30"},"content":{"rendered":"<p>FastAPI\ub294 Python\uc73c\ub85c \uc791\uc131\ub41c \ud604\ub300\uc801\uc778 \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c API\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 FastAPI \uc11c\ubc84\ub97c \uac1c\ubc1c\ud55c \ud6c4, \uc774\ub97c AWS, GCP \ubc0f Azure\uc640 \uac19\uc740 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0 \ubc30\ud3ec\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. FastAPI \uc18c\uac1c<\/h2>\n<p>FastAPI\ub294 Python\uc73c\ub85c RESTful API\ub97c \ub9cc\ub4e4\uae30 \uc704\ud574 \uc124\uacc4\ub41c \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\ube44\ub3d9\uae30 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc6d0:<\/strong> FastAPI\ub294 \ube44\ub3d9\uae30 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \uc9c0\uc6d0\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \ub192\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc790\ub3d9\ud654\ub41c \ubb38\uc11c\ud654:<\/strong> OpenAPI \ubc0f JSON Schema\ub97c \uae30\ubc18\uc73c\ub85c API \ubb38\uc11c\ud654\ub97c \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud0c0\uc785 \ud78c\ud2b8 \uc9c0\uc6d0:<\/strong> Python\uc758 \ud0c0\uc785 \ud78c\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucf54\ub4dc\uc758 \uac00\ub3c5\uc131\uc744 \ub192\uc774\uace0, \uc785\ub825 \ubc0f \ucd9c\ub825 \ub370\uc774\ud130\uc758 \uc720\ud6a8\uc131\uc744 \uac80\uc99d\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>1.1 FastAPI \uc124\uce58<\/h3>\n<p>FastAPI\ub97c \uc124\uce58\ud558\ub824\uba74 pip\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Terminal \ub610\ub294 Command Prompt\uc5d0 \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc785\ub825\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>pip install fastapi uvicorn<\/code><\/pre>\n<h2>2. FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c<\/h2>\n<p>FastAPI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac04\ub2e8\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \uc608\uc81c\uc5d0\uc11c\ub294 \uac04\ub2e8\ud55c \uc0ac\uc6a9\uc790 \uad00\ub9ac API\ub97c \uc791\uc131\ud569\ub2c8\ub2e4.<\/p>\n<h3>2.1 \uae30\ubcf8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\uc870<\/h3>\n<pre><code>\n- app\/\n    - main.py\n    - models.py\n    - schemas.py\n<\/code><\/pre>\n<h3>2.2 models.py<\/h3>\n<pre><code>from sqlalchemy import Column, Integer, String\nfrom database import Base\n\nclass User(Base):\n    __tablename__ = 'users'\n\n    id = Column(Integer, primary_key=True, index=True)\n    name = Column(String, index=True)\n    email = Column(String, unique=True, index=True)<\/code><\/pre>\n<h3>2.3 schemas.py<\/h3>\n<pre><code>from pydantic import BaseModel\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n\nclass UserOut(BaseModel):\n    id: int\n    name: str\n    email: str\n\n    class Config:\n        orm_mode = True<\/code><\/pre>\n<h3>2.4 main.py<\/h3>\n<pre><code>from fastapi import FastAPI, Depends\nfrom sqlalchemy.orm import Session\nfrom database import SessionLocal, engine\nfrom models import User\nfrom schemas import UserCreate, UserOut\n\napp = FastAPI()\n\n@app.post(\"\/users\/\", response_model=UserOut)\ndef create_user(user: UserCreate, db: Session = Depends(get_db)):\n    db_user = User(name=user.name, email=user.email)\n    db.add(db_user)\n    db.commit()\n    db.refresh(db_user)\n    return db_user<\/code><\/pre>\n<h3>2.5 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5f0\uacb0 \uc124\uc815<\/h3>\n<p>\uc774 \uc608\uc81c\uc5d0\uc11c\ub294 SQLAlchemy\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uc5f0\uacb0\ud569\ub2c8\ub2e4. database.py \ud30c\uc77c\uc744 \uc0dd\uc131\ud558\uace0 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5f0\uacb0\uc744 \uc124\uc815\ud569\ub2c8\ub2e4.<\/p>\n<pre><code>from sqlalchemy import create_engine\nfrom sqlalchemy.ext.declarative import declarative_base\nfrom sqlalchemy.orm import sessionmaker\n\nSQLALCHEMY_DATABASE_URL = \"sqlite:\/\/\/.\/test.db\"\n\nengine = create_engine(SQLALCHEMY_DATABASE_URL, connect_args={\"check_same_thread\": False})\nSessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)\nBase = declarative_base()<\/code><\/pre>\n<h2>3. FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec<\/h2>\n<p>\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc900\ube44\ub418\uba74, \uc774\ub97c \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc5d0 \ubc30\ud3ec\ud558\ub294 \uccab \ub2e8\uacc4\ub85c \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. AWS, GCP, Azure \uac01\uac01\uc758 \uc7a5\ub2e8\uc810\uc774 \uc788\uc73c\uba70, \ud544\uc694\ud55c \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>3.1 AWS\uc5d0 FastAPI \ubc30\ud3ec\ud558\uae30<\/h3>\n<p>AWS\uc5d0\uc11c FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud558\uae30 \uc704\ud574 Amazon EC2 \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc30\ud3ec \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ol>\n<li><strong>EC2 \uc778\uc2a4\ud134\uc2a4 \uc0dd\uc131:<\/strong> AWS Management Console\uc5d0 \ub85c\uadf8\uc778\ud558\uc5ec EC2 \ub300\uc2dc\ubcf4\ub4dc\ub85c \uc774\ub3d9\ud55c \ud6c4 \uc778\uc2a4\ud134\uc2a4\ub97c \ub9cc\ub4ed\ub2c8\ub2e4. \uc801\uc808\ud55c AMI(Amazon Machine Image)\uc640 \uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uc744 \uc120\ud0dd\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>SSH\ub85c EC2 \uc778\uc2a4\ud134\uc2a4\uc5d0 \uc811\uc18d:<\/strong> \uc0dd\uc131\ud55c \uc778\uc2a4\ud134\uc2a4\uc5d0 SSH\ub85c \uc811\uc18d\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud30c\uc77c\uc744 \uc804\uc1a1\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>Dependencies \uc124\uce58:<\/strong> \uc811\uc18d \ud6c4, \ud544\uc694\ud55c \ud328\ud0a4\uc9c0\ub97c \uc124\uce58\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>sudo apt update\nsudo apt install python3-pip\npip3 install fastapi uvicorn sqlalchemy sqlite<\/code><\/pre>\n<li><strong>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589:<\/strong> uvicorn\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>uvicorn main:app --host 0.0.0.0 --port 8000<\/code><\/pre>\n<\/ol>\n<h3>3.2 GCP\uc5d0 FastAPI \ubc30\ud3ec\ud558\uae30<\/h3>\n<p>Google Cloud Platform(GCP)\uc744 \uc0ac\uc6a9\ud558\uc5ec FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud558\ub294 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ol>\n<li><strong>Google Cloud Console\uc5d0 \ub85c\uadf8\uc778:<\/strong> GCP \ud504\ub85c\uc81d\ud2b8\ub97c \uc0dd\uc131\ud558\uace0, Cloud Shell\uc744 \uc5fd\ub2c8\ub2e4.<\/li>\n<li><strong>App Engine \uc124\uc815:<\/strong> App Engine\uc5d0 \ub300\ud574 Python \ud658\uacbd\uc744 \uc124\uc815\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>gcloud app create --project YOUR_PROJECT_ID<\/code><\/pre>\n<li><strong>requirements.txt \ud30c\uc77c \uc0dd\uc131:<\/strong> \ud544\uc694\ud55c \ud328\ud0a4\uc9c0\ub97c \uba85\uc2dc\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>fastapi\nuvicorn\nsqlalchemy<\/code><\/pre>\n<li><strong>app.yaml \ud30c\uc77c \uc124\uc815:<\/strong> GCP\uc5d0\uc11c\uc758 \ubc30\ud3ec\ub97c \uc124\uc815\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>runtime: python39\nentrypoint: uvicorn main:app --host=0.0.0.0 --port=8080\n\nhandlers:\n- url: \/.*\n  script: auto<\/code><\/pre>\n<li><strong>GCP\uc5d0 \ubc30\ud3ec:<\/strong> \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 GCP\uc5d0 \ubc30\ud3ec\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>gcloud app deploy<\/code><\/pre>\n<\/ol>\n<h3>3.3 Azure\uc5d0 FastAPI \ubc30\ud3ec\ud558\uae30<\/h3>\n<p>Azure\uc5d0 FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud558\ub294 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ol>\n<li><strong>Azure Portal\uc5d0 \ub85c\uadf8\uc778:<\/strong> App Service\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>App Service\uc758 \ud658\uacbd \uc124\uc815:<\/strong> Linux\uc640 Python \uc2a4\ud0dd\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubc30\ud3ec \uc900\ube44:<\/strong> Azure CLI \ub610\ub294 Git\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucf54\ub4dc\ub97c \ud478\uc2dc\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>requirements.txt \ud30c\uc77c \uc0dd\uc131:<\/strong> GCP\uc640 \uac19\uc774 dependencies\ub97c \uba85\uc2dc\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>fastapi\nuvicorn\nsqlalchemy<\/code><\/pre>\n<li><strong>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589:<\/strong> Azure Portal\uc758 Console\uc5d0\uc11c uvicorn \uba85\ub839\uc5b4\ub97c \ud1b5\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4:<\/li>\n<pre><code>uvicorn main:app --host=0.0.0.0 --port=8000<\/code><\/pre>\n<\/ol>\n<h2>4. \uacb0\ub860<\/h2>\n<p>FastAPI\ub294 \ud604\ub300\uc801\uc778 \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc801\ud569\ud55c \uac15\ub825\ud55c \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. AWS, GCP, Azure\uc640 \uac19\uc740 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0 \ubc30\ud3ec\ud558\ub294 \uacfc\uc815\uc740 \uac01 \ud50c\ub7ab\ud3fc\uc5d0 \ub530\ub77c \ub2e4\ub974\uc9c0\ub9cc, \uae30\ubcf8 \uc6d0\ub9ac\ub294 \uc720\uc0ac\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95\uacfc AWS, GCP, Azure\ub85c \ubc30\ud3ec\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4. \uc790\uc2e0\uc5d0\uac8c \ub9de\ub294 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \ud6a8\uc728\uc801\uc73c\ub85c FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc6b4\uc601\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>5. \ucd94\uac00 References<\/h2>\n<ul>\n<li><a href=\"https:\/\/fastapi.tiangolo.com\/\">FastAPI \uacf5\uc2dd \ubb38\uc11c<\/a><\/li>\n<li><a href=\"https:\/\/aws.amazon.com\/console\/\">AWS \uad00\ub9ac \ucf58\uc194<\/a><\/li>\n<li><a href=\"https:\/\/cloud.google.com\/sdk\/docs\/install\">GCP SDK \uc124\uce58 \uac00\uc774\ub4dc<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/app-service\/\">Azure App Service<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>FastAPI\ub294 Python\uc73c\ub85c \uc791\uc131\ub41c \ud604\ub300\uc801\uc778 \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c API\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 FastAPI \uc11c\ubc84\ub97c \uac1c\ubc1c\ud55c \ud6c4, \uc774\ub97c AWS, GCP \ubc0f Azure\uc640 \uac19\uc740 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0 \ubc30\ud3ec\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. FastAPI \uc18c\uac1c FastAPI\ub294 Python\uc73c\ub85c RESTful API\ub97c \ub9cc\ub4e4\uae30 \uc704\ud574 \uc124\uacc4\ub41c \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \uc8fc\uc694 \ud2b9\uc9d5\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4: \ube44\ub3d9\uae30 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc6d0: FastAPI\ub294 \ube44\ub3d9\uae30 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/38562\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;FastAPI \uc11c\ubc84\uac1c\ubc1c, AWS, GCP \ub610\ub294 Azure\uc5d0 FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec\ud558\uae30&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[183],"tags":[],"class_list":["post-38562","post","type-post","status-publish","format-standard","hentry","category-fastapi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>FastAPI \uc11c\ubc84\uac1c\ubc1c, AWS, GCP \ub610\ub294 Azure\uc5d0 FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec\ud558\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/38562\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"FastAPI \uc11c\ubc84\uac1c\ubc1c, AWS, GCP \ub610\ub294 Azure\uc5d0 FastAPI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec\ud558\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"FastAPI\ub294 Python\uc73c\ub85c \uc791\uc131\ub41c \ud604\ub300\uc801\uc778 \uc6f9 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c API\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 FastAPI \uc11c\ubc84\ub97c \uac1c\ubc1c\ud55c \ud6c4, \uc774\ub97c AWS, GCP \ubc0f Azure\uc640 \uac19\uc740 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0 \ubc30\ud3ec\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. 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