JupyterLab์—์„œ Cloud Storage ๋ฒ„ํ‚ท ๋ฐ ํŒŒ์ผ ์•ก์„ธ์Šค

์ด ํŽ˜์ด์ง€์—์„œ๋Š” Cloud Storage์— ์ €์žฅ๋œ ํŒŒ์ผ์„ ๋‘˜๋Ÿฌ๋ณผ ์ˆ˜ ์žˆ๋„๋ก Cloud Storage ๋ฒ„ํ‚ท์„ Vertex AI Workbench ์ธ์Šคํ„ด์Šค์˜ JupyterLab ์ธํ„ฐํŽ˜์ด์Šค์— ๋งˆ์šดํŠธํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค. ํ…์ŠคํŠธ ํŒŒ์ผ ๋ฐ ๋…ธํŠธ๋ถ(IPYNB) ํŒŒ์ผ๊ณผ ๊ฐ™์€ JupyterLab๊ณผ ํ˜ธํ™˜๋˜๋Š” ํŒŒ์ผ์„ ์—ด๊ณ  ์ˆ˜์ •ํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.

๊ฐœ์š”

Vertex AI Workbench ์ธ์Šคํ„ด์Šค์—๋Š” Cloud Storage ๋ฒ„ํ‚ท์„ ๋งˆ์šดํŠธํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ด์ฃผ๋Š” Cloud Storage ํ†ตํ•ฉ์ด ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ์ฆ‰, ๋ฒ„ํ‚ท์˜ ์ฝ˜ํ…์ธ ๋ฅผ ๋‘˜๋Ÿฌ๋ณด๊ณ  JupyterLab ์ธํ„ฐํŽ˜์ด์Šค ๋‚ด์—์„œ ํ˜ธํ™˜๋˜๋Š” ํŒŒ์ผ๋กœ ์ž‘์—…ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Vertex AI Workbench ์ธ์Šคํ„ด์Šค์™€ ๋™์ผํ•œ ํ”„๋กœ์ ํŠธ ๋‚ด์—์„œ ์ธ์Šคํ„ด์Šค๊ฐ€ ์•ก์„ธ์Šคํ•  ์ˆ˜ ์žˆ๋Š” ๋ชจ๋“  Cloud Storage ๋ฒ„ํ‚ท๊ณผ ํŒŒ์ผ์— ์•ก์„ธ์Šคํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์‹œ์ž‘ํ•˜๊ธฐ ์ „์—

  1. Sign in to your Google Cloud account. If you're new to Google Cloud, create an account to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads.
  2. In the Google Cloud console, on the project selector page, select or create a Google Cloud project.

    Go to project selector

  3. Verify that billing is enabled for your Google Cloud project.

  4. Enable the Notebooks API.

    Enable the API

  5. In the Google Cloud console, on the project selector page, select or create a Google Cloud project.

    Go to project selector

  6. Verify that billing is enabled for your Google Cloud project.

  7. Enable the Notebooks API.

    Enable the API

ํ•„์š”ํ•œ ์—ญํ• 

Cloud Storage ๋ฒ„ํ‚ท์„ Vertex AI Workbench ์ธ์Šคํ„ด์Šค์— ๋งˆ์šดํŠธํ•˜๋Š” ๋ฐ ํ•„์š”ํ•œ ๊ถŒํ•œ์„ ์–ป์œผ๋ ค๋ฉด ๊ด€๋ฆฌ์ž์—๊ฒŒ ํ”„๋กœ์ ํŠธ์— ๋Œ€ํ•œ ๋‹ค์Œ IAM ์—ญํ• ์„ ๋ถ€์—ฌํ•ด ๋‹ฌ๋ผ๊ณ  ์š”์ฒญํ•˜์„ธ์š”.

์—ญํ•  ๋ถ€์—ฌ์— ๋Œ€ํ•œ ์ž์„ธํ•œ ๋‚ด์šฉ์€ ํ”„๋กœ์ ํŠธ, ํด๋”, ์กฐ์ง์— ๋Œ€ํ•œ ์•ก์„ธ์Šค ๊ด€๋ฆฌ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”.

์ปค์Šคํ…€ ์—ญํ• ์ด๋‚˜ ๋‹ค๋ฅธ ์‚ฌ์ „ ์ •์˜๋œ ์—ญํ• ์„ ํ†ตํ•ด ํ•„์š”ํ•œ ๊ถŒํ•œ์„ ์–ป์„ ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.

๊ณต์œ  ์Šคํ† ๋ฆฌ์ง€ ๋งˆ์šดํŠธ๋ฅผ ์‚ฌ์šฉ ์„ค์ •ํ•˜๋Š” ๋ฐ ํ•„์š”ํ•œ ๊ถŒํ•œ

Vertex AI Workbench ์ธ์Šคํ„ด์Šค์—์„œ ๊ณต์œ  ์Šคํ† ๋ฆฌ์ง€ ๋งˆ์šดํŠธ๋ฅผ ์‚ฌ์šฉ ์„ค์ •ํ•˜๋ ค๋ฉด ๊ด€๋ฆฌ์ž์—๊ฒŒ Vertex AI Workbench ์ธ์Šคํ„ด์Šค์˜ ์„œ๋น„์Šค ๊ณ„์ •์— ํ”„๋กœ์ ํŠธ์— ๋Œ€ํ•œ storage.buckets.list ๊ถŒํ•œ์„ ๋ถ€์—ฌํ•ด ๋‹ฌ๋ผ๊ณ  ์š”์ฒญํ•˜์„ธ์š”.

Vertex AI Workbench ์ธ์Šคํ„ด์Šค์˜ JupyterLab ์ธํ„ฐํŽ˜์ด์Šค์— ๊ณต์œ  ์Šคํ† ๋ฆฌ์ง€ ๋งˆ์šดํŠธ ๋ฒ„ํŠผ์„ ํ‘œ์‹œํ•˜๋ ค๋ฉด storage.buckets.list ๊ถŒํ•œ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

๋ฒ„ํ‚ท ๋ฐ Vertex AI Workbench ์ธ์Šคํ„ด์Šค ๋งŒ๋“ค๊ธฐ

Vertex AI Workbench ์ธ์Šคํ„ด์Šค์™€ ๋™์ผํ•œ ํ”„๋กœ์ ํŠธ์—์„œ Cloud Storage ๋ฒ„ํ‚ท ์ตœ์†Œ ํ•˜๋‚˜ ์ด์ƒ์— ์•ก์„ธ์Šคํ•  ์ˆ˜ ์žˆ๋Š” ๊ถŒํ•œ์ด ์žˆ์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

  1. Cloud Storage ๋ฒ„ํ‚ท์„ ๋งŒ๋“ค์–ด์•ผ ํ•˜๋Š” ๊ฒฝ์šฐ ๋ฒ„ํ‚ท ๋งŒ๋“ค๊ธฐ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”.

  2. Cloud Storage ๋ฒ„ํ‚ท๊ณผ ๋™์ผํ•œ ํ”„๋กœ์ ํŠธ์— ์•„์ง Vertex AI Workbench ์ธ์Šคํ„ด์Šค๋ฅผ ๋งŒ๋“ค์ง€ ์•Š์•˜์œผ๋ฉด ์ธ์Šคํ„ด์Šค๋ฅผ ๋งŒ๋“ญ๋‹ˆ๋‹ค.

JupyterLab ์—ด๊ธฐ

  1. Google Cloud ์ฝ˜์†”์—์„œ ์ธ์Šคํ„ด์Šค ํŽ˜์ด์ง€๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.

    ์ธ์Šคํ„ด์Šค๋กœ ์ด๋™

  2. Vertex AI Workbench ์ธ์Šคํ„ด์Šค ์ด๋ฆ„ ์˜†์— ์žˆ๋Š” JupyterLab ์—ด๊ธฐ๋ฅผ ํด๋ฆญํ•ฉ๋‹ˆ๋‹ค.

    Vertex AI Workbench ์ธ์Šคํ„ด์Šค๊ฐ€ JupyterLab์„ ์—ฝ๋‹ˆ๋‹ค.

Cloud Storage ๋ฒ„ํ‚ท ๋งˆ์šดํŠธ

Cloud Storage ๋ฒ„ํ‚ท์„ ๋งˆ์šดํŠธํ•˜๊ณ  ์•ก์„ธ์Šคํ•˜๋ ค๋ฉด ๋‹ค์Œ์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค.

  1. JupyterLab์—์„œ  ํŒŒ์ผ ๋ธŒ๋ผ์šฐ์ € ํƒญ์ด ์„ ํƒ๋˜์–ด ์žˆ๋Š”์ง€ ํ™•์ธํ•ฉ๋‹ˆ๋‹ค.

  2. ์™ผ์ชฝ ์‚ฌ์ด๋“œ๋ฐ”์—์„œ  ๊ณต์œ  ์ €์žฅ์†Œ ๋งˆ์šดํŠธ ๋ฒ„ํŠผ์„ ํด๋ฆญํ•ฉ๋‹ˆ๋‹ค. ๋ฒ„ํŠผ์ด ๋ณด์ด์ง€ ์•Š์œผ๋ฉด ์‚ฌ์ด๋“œ๋ฐ” ์˜ค๋ฅธ์ชฝ์„ ๋“œ๋ž˜๊ทธํ•˜์—ฌ ๋ฒ„ํŠผ์ด ํ‘œ์‹œ๋  ๋•Œ๊นŒ์ง€ ์‚ฌ์ด๋“œ๋ฐ”๋ฅผ ํ™•์žฅํ•ฉ๋‹ˆ๋‹ค.

    ์™ผ์ชฝ ์‚ฌ์ด๋“œ๋ฐ” ์˜ค๋ฅธ์ชฝ ์ƒ๋‹จ์— ์žˆ๋Š” ๊ณต์œ  ์Šคํ† ๋ฆฌ์ง€ ๋งˆ์šดํŠธ ๋ฒ„ํŠผ

  3. ๋ฒ„ํ‚ท ์ด๋ฆ„ ํ•„๋“œ์— ๋งˆ์šดํŠธํ•˜๋ ค๋Š” Cloud Storage ๋ฒ„ํ‚ท ์ด๋ฆ„์„ ์ž…๋ ฅํ•ฉ๋‹ˆ๋‹ค.

  4. ๋งˆ์šดํŠธ๋ฅผ ํด๋ฆญํ•ฉ๋‹ˆ๋‹ค.

  5. Cloud Storage ๋ฒ„ํ‚ท์€ ์™ผ์ชฝ ์‚ฌ์ด๋“œ๋ฐ”์˜ ํŒŒ์ผ ๋ธŒ๋ผ์šฐ์ € ํƒญ์— ํด๋”๋กœ ํ‘œ์‹œ๋ฉ๋‹ˆ๋‹ค. ํด๋”๋ฅผ ๋”๋ธ”ํด๋ฆญํ•˜์—ฌ ์—ด๊ณ  ์ฝ˜ํ…์ธ ๋ฅผ ์ฐพ์•„๋ด…๋‹ˆ๋‹ค.

๋ฌธ์ œ ํ•ด๊ฒฐ

Cloud Storage ๋ฒ„ํ‚ท์„ ์ธ์Šคํ„ด์Šค์— ๋งˆ์šดํŠธํ•  ๋•Œ ๋ฐœ์ƒํ•˜๋Š” ๋ฌธ์ œ๋ฅผ ์ง„๋‹จํ•˜๊ณ  ํ•ด๊ฒฐํ•˜๋Š” ๋ฐฉ๋ฒ•์€ Vertex AI Workbench ๋ฌธ์ œ ํ•ด๊ฒฐ์„ ์ฐธ์กฐํ•˜์„ธ์š”.

๋‹ค์Œ ๋‹จ๊ณ„