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python_docker
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python_docker
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# Python with Rye ## Overview Docker ใง [rye](https://rye-up.com) ใไฝฟใ้ใฎใใณใใฌใผใ. VSCode DevContainer ใไฝฟใฃใฆ็ฐๅขๆง็ฏใ่กใ. ## Run Python Script ๅๅใฎใณใณใใ่ตทๅๅพใซ `rye` ใฎไปฎๆณ็ฐๅข `.venv/` ใใใญใธใงใฏใ็ดไธใซไฝใใใ. `.venv/bin/python` ใ Python ใฎใในใจใชใ. `.venv/` ใๅ้คใใฆใใพใฃใๅ ดๅใฏใณใณใใใๅๅบฆใใซใใใใฐใใ. ใพใ, VSCode ใงใใญใธใงใฏใใ้ใใจ่ชๅ็ใซ `.venv/` ใ่ช่ญใใใฎใง, Python ใฎใในใ่จญๅฎใใๅฟ ่ฆใฏใชใ. Python ใฎใณใผใใๅฎ่กใใใซใฏ ```sh rye run python <python filepath> ``` ใงๅฎ่กใใใ, ```sh make run ``` ใง `src/python_docker/main.py` ใฎ `main()` ใๅฎ่กใใใ. ## Add Python Package ```sh rye add <package name> ``` ใๅฎ่กๅพ, ```sh rye sync ``` ใง pip ใจๅๆงใซใคใณในใใผใซๅฏ่ฝ. ## JupyterLab VSCode ไธใง notebook ใๅฎ่กใใใใจใใงใใ. notebook ใ้ใ, Select Kernel ใใฏใชใใฏใใฆ `.venv/bin/python` ใๆๅฎใใ. ## GPU usage `.devcontainer/devcontainer.json` ใฎ GPU ้ข้ฃใฎ่จ่ฟฐใฎใณใกใณใใๅคใใจ CUDA, GPU ใๅฉ็จๅฏ่ฝใซใชใ. ## PyTorch installation ไปฅไธใฎใณใใณใใง PyTorch ใใคใณในใใผใซๅฏ่ฝ. ใใ ใ, CPU ็ฐๅขใจ GPU ็ฐๅขใงใฏ็ฐใชใใขใธใฅใผใซใใคใณในใใผใซใใใ. ```sh rye add torch && rye sync ```
