Project

PROJECT 1-(1) ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ๋‹ค์šด ๋ฐ›๊ธฐ, config.toml ์„ค์ •ํ•˜๊ธฐ

567Rabbit 2024. 5. 8. 14:43

๊ฐ€์ƒํ™˜๊ฒฝ์— ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ๋‹ค์šด๋ฐ›๊ธฐ

 

๊ฐ€์ƒํ™˜๊ฒฝ ์„ค์ •ํ•˜๊ณ  ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ๋‹ค์šด๋ฐ›๊ธฐ (๊ฐ€์ƒํ™˜๊ฒฝ ์ด๋ฆ„์€ project_310์œผ๋กœ ํ•˜์˜€๋‹ค)

bash
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conda create -n project_310 python=3.10 openssl numpy scipy matplotlib ipython scikit-learn pandas pillow jupyter seaborn

 

 

๊ฐ€์ƒํ™˜๊ฒฝ ์‹คํ–‰ํ•˜๊ธฐ

bash
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conda activate project_310

 

 

์ŠคํŠธ๋ฆผ๋ฆฟ ์„ค์น˜

bash
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pip install streamlit

 

 

์ฃผ์‹ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜

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pip install -U finance-datareader

 

 

ํ”„๋กœํŽซ ์„ค์น˜ (์ฃผ์‹๊ฐ€๊ฒฉ ์˜ˆ์ธกํ•  ๋•Œ ์‚ฌ์šฉํ•จ)

bash
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pip install prophet

 

 

FinanceDataReade.chart.plot()๋Š” plotly์— ์˜์กด์„ฑ์ด ์žˆ์œผ๋ฏ€๋กœ

plotly ์„ค์น˜ํ•˜๊ธฐ

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pip install plotly

 

 

๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™”ํ•˜๊ธฐ

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import matplotlib.font_manager

https://luvris2.tistory.com/119

 

AWS EC2 - Streamlit ๋Œ€์‹œ๋ณด๋“œ์— ํ•œ๊ธ€ ์ถœ๋ ฅํ•˜๊ธฐ (ํ•œ๊ธ€ ๊นจ์ง)

์ด ๊ธ€์€ ๋ฆฌ๋ˆ…์Šค ํ•œ๊ธ€ ํฐํŠธ๊ฐ€ ์„ค์น˜๋˜์–ด์žˆ๋‹ค๋Š” ๊ฐ€์ •ํ•˜์— ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค.์•„๋ž˜์˜ ํฌ์ŠคํŒ…์œผ๋กœ ์ด๋™ํ•˜๋ฉด ํ•œ๊ธ€ ํฐํŠธ๋ฅผ ์„ค์น˜ํ•˜๋Š” ์ ˆ์ฐจ๊ฐ€ ๊ธฐ์žฌ๋˜์–ด์žˆ์Šต๋‹ˆ๋‹ค.https://luvris2.tistory.com/118 ๋ฆฌ๋ˆ…์Šค - ํ•œ๊ธ€ ํฐํŠธ ์„ค

luvris2.tistory.com

 

 

 

์‚ฌ์ด๋“œ๋ฐ” ๋ฉ”๋‰ด ๋””์ž์ธํ•˜๋Š” option_menu ์„ค์น˜

bash
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pip install streamlit-option-menu

https://msdev-st.tistory.com/97

 

[Streamlit] st.sidebar() ๋ฅผ option_menu()์‚ฌ์šฉํ•ด์„œ ๊พธ๋ฏธ๊ธฐ

st.sidebar() ๋ฅผ option_menu()์‚ฌ์šฉํ•ด์„œ ๊พธ๋ฏธ๋Š” ๋ฐฉ๋ฒ• 1. option_menu() ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ ๋ฐ ์ž„ํฌํŠธ ํ•ด์ค€๋‹ค- ์„ค์น˜ํ•˜๊ธฐpip install streamlit-option-menuhttps://pypi.org/project/streamlit-option-menu/ streamlit-option-menustreamlit-optio

msdev-st.tistory.com

 

 

 

 

config.toml ์„ค์ •ํ•˜๊ธฐ

- config.toml์„ ์‚ฌ์šฉํ•˜๋ฉด streamlit์˜ ๋ฐฐ๊ฒฝ์ƒ‰, ์ „์ฒด ํฐํŠธ ๋ณ€๊ฒฝ, ์‚ฌ์ด๋“œ๋ฐ” ๋“ฑ์˜ ์ƒ‰์ƒ์„ ๋ณ€๊ฒฝํ•  ์ˆ˜ ์žˆ๋‹ค.

 

VScode์—์„œ ํด๋”๋ฅผ .streamlit์œผ๋กœ ๋งŒ๋“ค๊ณ , ์ƒˆํŒŒ์ผ ์ด๋ฆ„์„ config.toml์œผ๋กœ ์ง€์ •ํ•˜์—ฌ

 

 

 

config.toml ํŒŒ์ผ ์•ˆ์— ์ด๋Ÿฐ ์‹์œผ๋กœ ์ฝ”๋“œ๋ฅผ ์ž…๋ ฅํ•ด์ฃผ๋Š”๋ฐ,

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[theme] primaryColor="skyblue" # theme secondaryBackgroundColor="skyblue" # side bar font = "NanumGothic"

 

 

 

 

 

์ด์ฒ˜๋Ÿผ ์ฝ”๋“œ๊ฐ€ ๋‚˜์˜ค์ง€ ์•Š๊ณ , ์ฝ”๋“œ๋ธ”๋Ÿญ์ด ํฐ์ƒ‰ ๊ธ€์”จ๋กœ ๋‚˜์˜ค๋Š” ๊ฒฝ์šฐ์—๋Š” 

 

 

 

extension์—์„œ TOML Language๋ฅผ ๋‹ค์šด๋ฐ›๊ณ ,

 

 

config.toml์—์„œ ์˜ค๋ฅธ์ชฝ ์•„๋ž˜์— CRLF์˜†์— TOML๋กœ ์ง€์ •๋˜์–ด์žˆ๋Š”์ง€ ํ™•์ธํ•œ๋‹ค.

TOML๋กœ ์ง€์ •๋˜์–ด์žˆ์ง€ ์•Š๋‹ค๋ฉด TOML Language๋ฅผ ๋‹ค์šด๋ฐ›์€ ํ›„์—, TOML๋กœ ์ง€์ •ํ•ด์ฃผ๋ฉด ๋œ๋‹ค.