๋ถ„๋ฅ˜ ์ „์ฒด๋ณด๊ธฐ 218

MySQL) ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค DATE(๋‚ ์งœ) ๊ฐ€๊ณตํ•˜๋Š” ํ•จ์ˆ˜

๋ฐ์ดํ„ฐ ์ž…๋ ฅํ•˜๊ธฐ CREATE TABLE people (name VARCHAR(100), birthdate DATE, birthtime TIME, birthdt DATETIME);insert into people(name, birthdate, birthtime, birthdt)values( 'Mike', '1990-11-11', '10:07:35', '1990-11-11 10:07:35'),( 'Larry', '1980-12-25', '04:10:42', '1980-12-25 04:10:42');  -- ๋…„ ์›” ์ผ์—์„œ ๋‚ ์งœ๋งŒ ๊ฐ€์ ธ์˜ฌ ๋•Œselect name, day(birthdate)from people;-- ๋…„ ์›” ์ผ์—์„œ ์›”๋งŒ ๊ฐ€์ ธ์˜ฌ ๋•Œselect name, month(birthdate)from peopl..

MySQL 2024.05.16

MySQL) Reverse, Char_length, Ifnull ํ•จ์ˆ˜ ์‚ฌ์šฉํ•˜๊ธฐ

reverse-- ๋ฌธ์ž์—ด์˜ ์ˆœ์„œ๋ฅผ ์—ญ์ˆœ์œผ๋กœ ๋ฐ”๊ฟ”์ฃผ๋Š” ํ•จ์ˆ˜ reverse()  -- author_lname ์„ ์—ญ์ˆœ์œผ๋กœ ๊ฐ€์ ธ์˜ค์‹œ์˜ค.select reverse(author_lname)from books;  char_length -- ๋ฌธ์ž์—ด์˜ ๊ฐฏ์ˆ˜๋ฅผ ๊ตฌํ•˜๋Š” ํ•จ์ˆ˜ char_length() -- ์ฑ… ์ œ๋ชฉ์˜ ๊ธ€์ž ๊ฐฏ์ˆ˜๋ฅผ ๊ตฌํ•˜์„ธ์š”.select char_length(title) length, titlefrom books;   Ifnull- Null์ธ ํ•ญ๋ชฉ์„, ๋‹ค๋ฅธ ๊ฐ’์œผ๋กœ ์ฑ„์šฐ๋Š” ๋ฐฉ๋ฒ•  -- stock_quantity์— null์ด ์žˆ์œผ๋ฉด, 0์œผ๋กœ ์…‹ํŒ…ํ•˜์žselect title, author_fname, author_lname, released_year,ifnull(stock_quantity,0) as stock_quan..

MySQL 2024.05.14

MySQL) Substring, Replace, Upper/Lower ํ•จ์ˆ˜ ์‚ฌ์šฉํ•˜๊ธฐ

substring-- ๋ฌธ์ž์—ด์˜ ์ผ๋ถ€๋ถ„๋งŒ ๊ฐ€์ ธ์˜ค๋Š” ํ•จ์ˆ˜ substring() -- ์ฑ… ์ œ๋ชฉ์„ ์ฒซ๊ธ€์ž๋ถ€ํ„ฐ ์—ด๋ฒˆ์งธ ๊ธ€์ž๊นŒ์ง€๋งŒ ๊ฐ€์ ธ์˜ค์‹œ์˜ค-- substring ํ•จ์ˆ˜์˜ ์‹œ์ž‘ ์œ„์น˜๋Š” 1๋ถ€ํ„ฐ๋‹คselect substring(title,1,10) as title, pages, released_yearfrom books;-- ์ œ๋ชฉ์„, ๋งจ ๋’ค์—์„œ 5๋ฒˆ์งธ ๊ธ€์ž๋ถ€ํ„ฐ ๋๊นŒ์ง€ ๋‹ค ๋‚˜์˜ค๋„๋ก ๋ฐ์ดํ„ฐ๋ฅผ ๊ฐ€์ ธ์˜ค์‹œ์˜คselect substring(title,-5) as titlefrom books;-- ์ œ๋ชฉ์„ ์•ž์—์„œ 3๋ฒˆ์งธ ๊ธ€์ž๋ถ€ํ„ฐ ๋๊นŒ์ง€ ๋‹ค ๋‚˜์˜ค๋„๋ก ๋ฐ์ดํ„ฐ๋ฅผ ๊ฐ€์ ธ์˜ค์‹œ์˜คselect substring(title,3) as titlefrom books;-- ์ฑ… ์ œ๋ชฉ์„, ๋งจ ์•ž๋ถ€ํ„ฐ 10๊นŒ์ง€๋งŒ ๊ฐ€์ ธ์˜ค๊ณ , ๋’ค์—๋Š” ...์„ ๋ถ™์—ฌ์ฃผ์„ธ์š”-- The Nam..

MySQL 2024.05.14

MySQL) LIKE, CASE, IF, GROUP BY ๊ตฌ๋ฌธ ์‚ฌ์šฉํ•˜๊ธฐ

Like: ๋ฌธ์ž์—ด ์•ˆ์— ์›ํ•˜๋Š” ๋ฌธ์ž๊ฐ€ ๋“ค์–ด์žˆ๋Š”์ง€ ๊ฒ€์ƒ‰ํ•˜๋Š” ํ‚ค์›Œ๋“œ  -- ์ฑ… ์ œ๋ชฉ์— the๊ฐ€ ๋“ค์–ด์žˆ๋Š” ๋ฐ์ดํ„ฐ๋ฅผ ๊ฐ€์ ธ์˜ค์‹œ์˜คselect *from bookswhere title like '%the%';-- the๋กœ ์‹œ์ž‘ํ•˜๋Š”select *from bookswhere title like 'the%';-- the๋กœ ๋๋‚˜๋Š”select *from bookswhere title like '%the';-- pages ์ˆ˜๋Š” 100๋ณด๋‹ค ํฌ๊ณ , ์ฑ… ์ œ๋ชฉ์— the๊ฐ€ ๋“ค์–ด๊ฐ„ ์ฑ…์„ ๊ฐ€์ ธ์˜ค๋˜ ์žฌ๊ณ ์ˆ˜๋Ÿ‰ ๋‚ด๋ฆผ์ฐจ์ˆœ์œผ๋กœ ๋ฐ์ดํ„ฐ๋ฅผ 3๊ฐœ๋งŒ ๊ฐ€์ ธ์˜ค์‹œ์˜คselect *from bookswhere pages > 100 and title like '%the%'order by stock_quantity desc limit 0,3;-- ์ฑ… ์ œ๋ชฉ์—, talk..

MySQL 2024.05.14

MySQL) ์„œ๋ธŒ์ฟผ๋ฆฌ(Sub Query)์™€ Concat, Max, Min, Avg ํ•จ์ˆ˜ ์‚ฌ์šฉํ•˜๊ธฐ

SUB QUERY (์„œ๋ธŒ์ฟผ๋ฆฌ) -- pages๊ฐ€ ๊ฐ€์žฅ ๊ธด ์ฑ…์˜, ์ œ๋ชฉ์€ ๋ฌด์—‡์ž…๋‹ˆ๊นŒ?-- ํ•ด๊ฒฐ๋ฐฉ๋ฒ• 1. ์ •๋ ฌํ•ด์„œ limitselect titlefrom booksorder by pages desclimit 1;-- ํ•ด๊ฒฐ๋ฐฉ๋ฒ• 2. sub query(์„œ๋ธŒ์ฟผ๋ฆฌ)ํ•˜๋Š” ๋ฐฉ๋ฒ•select titlefrom bookswhere pages = (select max(pages) from books);  concat ํ•จ์ˆ˜: ๋ฌธ์ž์—ด ์ด์–ด์ฃผ๋Š” ํ•จ์ˆ˜ -- ๋ฌธ์ž์—ด์„ ํ•ฉ์น˜๋Š” ํ•จ์ˆ˜ concat()-- author_fname, author_lname ์ปฌ๋Ÿผ์˜ ๋ฌธ์ž์—ด์„ ํ•˜๋‚˜๋กœ ํ•ฉ์ณ์„œ, full_name์ด๋ผ๋Š” ์ปฌ๋Ÿผ์„ ๋งŒ๋“ค๊ณ  ์‹ถ๋‹ค.-- as ์ƒ๋žต ๊ฐ€๋Šฅselect * , concat( author_fname,' ', author_lname) fu..

MySQL 2024.05.14

PROJECT 1-(7) ๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™” ํ•˜๊ธฐ, ๊ทธ๋ž˜ํ”„ ๋””์ž์ธํ•˜๊ธฐ

๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™”ํ•˜๊ธฐ matplotlib ์•ˆ์— ํ•œ๊ธ€์„ ๋„ฃ๊ณ ์‹ถ๋‹ค๋ฉด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ฝ”๋“œ๋ฅผ ์ž…๋ ฅํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค#๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™”ํ•˜๊ธฐimport platformimport matplotlib.pyplot as pltfrom matplotlib import font_manager, rcplt.rcParams['axes.unicode_minus'] = Falseif platform.system() == 'Linux': rc('font', family='NanumGothic')def run_compare() : #๊ทธ๋ž˜ํ”„ ํ•œ๊ธ€ํ™”ํ•˜๊ธฐ plt.rcParams['axes.unicode_minus'] = False if platform.system() == 'Linux': rc('font', family..

Project 2024.05.09

PROJECT 1-(6) SelectBox(์…€๋ ‰ํŠธ๋ฐ•์Šค) ํ™œ์šฉํ•˜๊ธฐ

์‚ฌ์šฉํ•ด์•ผ ํ•˜๋Š” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์ž„ํฌํŠธํ•ฉ๋‹ˆ๋‹คfrom PIL import Image #ํŒŒ์ด์ฌ ์ด๋ฏธ์ง€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ PILimport streamlit as stimport pandas as pdimport numpy as np   ๋ฐ์ดํ„ฐ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ์‚ฌ์šฉํ•  ๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์˜ต๋‹ˆ๋‹ค.๋ฐ์ดํ„ฐ๋Š” ์ฃผํ”ผํ„ฐ๋…ธํŠธ๋ถ์—์„œ 2024/4/29์ž๋กœ ๊ตญ๋‚ด ETF ๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์™”์Šต๋‹ˆ๋‹ค์‚ฌ์šฉํ•œ ๋ฐ์ดํ„ฐ๋Š” ์•„๋ž˜์™€ ๊ฐ™์Šต๋‹ˆ๋‹ค   col1, col2, col3 = st.columns([1, 2.5, 1]) # ํ™”๋ฉด์„ ๊ฐ€์šด๋ฐ ์ •๋ ฌํ•˜๊ธฐ ์œ„ํ•จ์ด๋‹ค with col2 : # 1. ๋ฐ์ดํ„ฐ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ etf_list = pd.read_csv('./KRETF.csv') # 2. ์ „์ฒด ์„ค๋ช…ํ•˜๊ธฐ ..

Project 2024.05.09

PROJECT 1-(5) prophet(ํ”„๋กœํŽซ)์„ ์‚ฌ์šฉํ•˜์—ฌ ๋ฏธ๋ž˜ 1๋…„์น˜ ์ฃผ๊ฐ€ ์˜ˆ์ธกํ•˜๋Š” ๋ชจ๋ธ ๋งŒ๋“ค๊ธฐ

์ž„ํฌํŠธํ•˜๊ธฐimport FinanceDataReader as fdrimport matplotlib.pyplot as pltimport pandas as pdimport numpy as npfrom prophet import Prophetimport streamlit as st  1. FinanceDataReader๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์—์„œ ์‹ค์‹œ๊ฐ„ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์˜ต๋‹ˆ๋‹คdef run_predict() : col1, col2, col3 = st.columns([1, 2.5, 1]) # ํ™”๋ฉด์„ ๊ฐ€์šด๋ฐ ์ •๋ ฌํ•˜๊ธฐ ์œ„ํ•จ์ด๋‹ค. with col2 : df = fdr.StockListing("KRX") df.reset_index(inplace=True, drop=Tru..

Project 2024.05.09

PROJECT 1-(4) ๋ฌธ์ž๋ฅผ ์ž…๋ ฅ ๋ฐ›์•„ ํฌํ•จ๋˜๋Š” ๋ฌธ์ž๊ฐ€ ์žˆ๋Š” ํ–‰ ์ถœ๋ ฅํ•˜๊ธฐ

์ž„ํฌํŠธํ•œ๋‹ค.import streamlit as stimport pandas as pdfrom PIL import Image # ํŒŒ์ด์ฌ ์ด๋ฏธ์ง€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ PILimport FinanceDataReader as fdr #์‚ฌ์šฉํ•  ์ฃผ์‹๋ฐ์ดํ„ฐ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์ด๋‹ค.  ๊ตญ๋‚ด ์ฃผ์‹๋ฐ์ดํ„ฐ๋ฅผ ๋ถˆ๋Ÿฌ์™€์„œ, df์— ์ €์žฅํ•œ๋‹ค.df = fdr.StockListing("KRX")    ํ™”๋ฉด ์ „์ฒด์˜ ๊ฐ€์šด๋ฐ ์ •๋ ฌ์„ ์œ„ํ•ด col2์— ์ฝ”๋“œ๋ฅผ ์งฐ๋‹ค. ์ „์ฒด๋ฐ์ดํ„ฐ ๋ณด๊ธฐ๋Š” st.button()์„ ์‚ฌ์šฉํ•˜์˜€๋‹ค. def run_view() : col1, col2, col3 = st.columns([1, 2.5, 1]) # ํ™”๋ฉด์˜ ๊ฐ€์šด๋ฐ ์ •๋ ฌ์„ ์œ„ํ•ด ์‚ฌ์šฉํ•จ with col2 : st.title('โ… . ์ฃผ์‹์ •๋ณด ๋ณด๊ธฐ..

Project 2024.05.08

PROJECT 1-(3) ํ™”๋ฉด 2๋ถ„ํ• ๋กœ ๋‚˜๋ˆ„์–ด ํ‘œํ˜„ & ํ•˜์ดํผ๋งํฌ ํ‘œ์‹œํ•˜๊ธฐ

๋‹ค์Œ๊ณผ ๊ฐ™์€ ํ™”๋ฉด์„ ํ‘œํ˜„ํ•˜๊ณ ์ž ํ•œ๋‹ค.     ํ•„์š”ํ•œ ์ž„ํฌํŠธ๋ฅผ ํ•ด์ฃผ๊ณ ,import streamlit as stfrom PIL import Image #ํŒŒ์ด์ฌ ์ด๋ฏธ์ง€ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ PIL   ํ•˜์ดํผ๋งํฌ ํ‘œ์‹œํ•˜๊ธฐ st.markdown("[ํ‘œํ˜„ํ• ๋ฌธ๊ตฌ](์ฃผ์†Œ)") ํ•˜๋ฉด, ์ฃผ์†Œ๋ฅผ ๋ฐ”๋กœ ํด๋ฆญํ•˜์—ฌ ์ด๋™ํ•˜๊ฒŒ ํ•  ์ˆ˜ ์žˆ๋‹ค.    ํ™”๋ฉด 2๋ถ„ํ•  ํ•˜๊ธฐcol1, col2 = st.columns([์™ผ์ชฝ๊ตฌ์—ญ ๋„“์ด๋น„์œจ,์˜ค๋ฅธ์ชฝ๊ตฌ์—ญ ๋„“์ด ๋น„์œจ]) with col1 :      col1์— ๋“ค์–ด๊ฐˆ ๋‚ด์šฉ with col2 :      col2์— ๋“ค์–ด๊ฐˆ ๋‚ด์šฉ ์ด๋ ‡๊ฒŒ ์ž‘์„ฑํ•˜๋ฉด 2๋ถ„ํ•  ํ‘œ์‹œ๊ฐ€ ๊ฐ€๋Šฅํ•˜๋‹ค. def run_home() : # ํ™”๋ฉด์„ 2๋ถ„ํ•  ํ•˜์—ฌ ์Šคํฌ๋กค์„ ๋‚ด๋ฆฌ์ง€ ์•Š๊ณ  ํ•จ๊ป˜ ์ถœ๋ ฅํ•˜๊ฒŒ ํ•  ๊ฒƒ์ด๋‹ค col1, col2= st.col..

Project 2024.05.08