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가상환경 설정$ mkdir flask-image-app$ cd flask-image-app$ code .$ python3 -m venv venv$ source venv/bin/activate requirements.txtFlask==3.1.1pymongo==4.13.2faiss-cpu==1.7.4torch==2.1.0torchvision==0.16.0open-clip-torch==2.20.0Pillow==9.5.0numpy==1.26.4python-dotenv==1.1.1 $ pip install -r requirements.txt indexing.pyimport osimport faissimport open_clipimport torchimport numpy as npfrom PIL impor..

virtualenv$ mkdir project_folder$ cd project_folder$ code .$ python3 -m venv venv$ source venv/bin/activate$ (venv) python --versionPython 3.11.2$ (venv) deactivate poetry# poetry 설치$ curl -sSL https://install.python-poetry.org | python3 -# poetry 환경설정$ export PATH="$HOME/.local/bin:$PATH"$ poetry --versionPoetry (version 2.1.3)$ mkdir insta-gura$ cd insta-gura$ code .# poetry 초기화$ poetry init# ..

시나리오1. Local 맥북프로 M1 Max 실리콘칩에서 '남자', '여자', '고양이', '자동차', '건물' 사진을 학습한다.2. NAS 콘테이너에 배포한다.3. NAS에서 특정 폴더에 사진을 넣고, 해당 사진을 추론해서 분류한다. icrawler 검색엔진에서 사진 크롤링해서 다운로드icrawler 설치$ pip install icrawler crawler.pyfrom icrawler.builtin import GoogleImageCrawler# googlegoogle_crawler = GoogleImageCrawler( storage={'root_dir': 'download/cats'},)google_crawler.crawl( keyword='cat', max_num=20,) 실..

SSH활성화 ssh 접속$ ssh romeoh@192.168.0.XX Docker 설치 로컬에 파일 생성$ mkdir flask-app$ cd flask-app$ touch app.py$ touch requirements.txt$ touch Dockerfile app.pyfrom flask import Flaskapp = Flask(__name__)@app.route('/')def hello(): return "Hello NAS!"if __name__ == '__main__': app.run(host='0.0.0.0', port=5000) requirements.txtflask DockerfileFROM python:3.10-slimWORKD..

버전확인$ python3 --versionPython 3.11.2 가상환경구축$ python3 -m venv myproject$ source myproject/bin/activate ## 가상환경 진입$ deactivate ## 가상환경 종료 fastapi 설치$ pip install fastapi uvicorn Uvicorn: fastapi 실행도구 코드작성$ cd myproject$ touch main.py main.pyfrom fastapi import FastAPIapp = FastAPI()@app.get("/")def road_root(): return {"message": "Hello, FastAPI!"} 서버실행$ uvicorn ..

Python3에서 설치시 SSL: CERTIFICATE_VERIFY_FAILED 오류가 발생한 경우 $ pip3 install --upgrade certifi 또는 Application > Python 3.11 > Install Certificates.command를 실행합니다.

PYTHON 차례 requests 설치 $ pip install requests call.py import requests def call(): headers = { 'Content-Type' : 'application/x-www-form-urlencoded' } payload = { 'id': 'foo', 'name': 'bar' } url = 'https://domain.com' response = requests.post(url, headers=headers, data=payload) print(response) call() 코드 실행 $ python3 call.py PYTHON 차례

PYTHON 차례 interval.py import threading def set_interval(func, sec): def func_wrapper(): set_interval(func, sec) func() t = threading.Timer(sec, func_wrapper) t.start() return t seq = 1 def interval_func(): global seq seq = seq + 1 print('interval: ' + str(seq)) set_interval(interval_func, 3) 코드 실행 $ python3 interval.py PYTHON 차례