๋ชฉ๋ก์ „์ฒด ๊ธ€ (129)

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SQL Aggregate Functions ์ง‘๊ณ„ํ•จ์ˆ˜, Group By ํ™œ์šฉ

SQL Aggregate Functions ์ง‘๊ณ„ ํ•จ์ˆ˜ SQL์€ ์ง‘๊ณ„ ํ•จ์ˆ˜, Aggregate function์„ ํ†ตํ•ด column์˜ ๊ฐ’๋“ค์„ ๊ณ„์‚ฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์œ„ ์‚ฌ์ง„์˜ ์ฟผ๋ฆฌ๋Š” dept_name์ด Comp. Sci์ธ ๊ฐ•์‚ฌ๋“ค์˜ ํ‰๊ท  ๊ธ‰์—ฌ๋ฅผ ์ถœ๋ ฅํ•ด๋ผ ๋ผ๋Š” ๋ช…๋ น์–ด์ž…๋‹ˆ๋‹ค. ์œ„์™€ ๊ฐ™์ด ์ง‘๊ณ„ ํ•จ์ˆ˜๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. avg ๋Œ€์‹ ์—... min์„ ์‚ฌ์šฉํ•˜๊ฒŒ ๋˜๋ฉด ๊ฐ•์‚ฌ์˜ ๊ธ‰์—ฌ ์ค‘ ์ตœ์†Ÿ๊ฐ’์„ max๋ฅผ ์‚ฌ์šฉํ•˜๊ฒŒ ๋˜๋ฉด ๊ฐ•์‚ฌ์˜ ๊ธ‰์—ฌ ์ค‘ ์ตœ๋Œ“๊ฐ’์„ sum์„ ์‚ฌ์šฉํ•˜๊ฒŒ ๋˜๋ฉด ๊ฐ•์‚ฌ ๊ธ‰์—ฌ์˜ ๋ชจ๋“  ํ•ฉ๊ณ„๋ฅผ ๊ฐ€์ ธ์˜ค๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. ์œ„์™€ ๊ฐ™์ด count๋ฅผ ํ™œ์šฉํ•˜์—ฌ์„œ courseํ…Œ์ด๋ธ”์˜ ํŠœํ”Œ ์ˆ˜ ๊ฐ€ ๋ช‡ ๊ฐœ์ธ์ง€ ํ™•์ธํ•˜๋Š” ์ฟผ๋ฆฌ๋ฅผ ์ž‘์„ฑํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ง‘๊ณ„ ํ•จ์ˆ˜์™€ Group By ํ‚ค์›Œ๋“œ ํ™œ์šฉํ•ด๋ณด๊ธฐ ์œ„ ์‚ฌ์ง„์—์„œ ์‚ฌ์šฉ๋œ ์ฟผ๋ฆฌ์™€ ๊ฐ™์ด group by ํ‚ค์›Œ๋“œ๋ฅผ ..

Database 2021. 4. 27. 09:51
Cartesian Product

Cartesian Product SELECT * FROM instructor, teaches from์ ˆ์— ์œ„์™€ ๊ฐ™์ด ํ…Œ์ด๋ธ”์„ ๋‘ ๊ฐœ ์“ฐ๊ฒŒ ๋œ๋‹ค๋ฉด ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  ์กฐํ•ฉ์œผ๋กœ ํ…Œ์ด๋ธ”์„ ์ด์–ด ๋ถ™์—ฌ์„œ ์ถœ๋ ฅํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. ์™ผ์ชฝ์€ classroom ํ…Œ์ด๋ธ”, ์˜ค๋ฅธ์ชฝ์€ department ํ…Œ์ด๋ธ”์ž…๋‹ˆ๋‹ค. classroom๊ณผ departmentํ…Œ์ด๋ธ”์„ Cartesian product๋ฅผ ์ง„ํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค. SELECT * FROM classroom,department Cartesian Product๋Š” ์ด ๊ธฐ๋Šฅ ํ•˜๋‚˜๋งŒ์œผ๋กœ ์œ ์šฉํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  ์กฐํ•ฉ์œผ๋กœ ํ…Œ์ด๋ธ”์„ ์ด์–ด ๋ถ™์ด๊ธฐ ๋•Œ๋ฌธ์— ์“ธ๋ฐ์—†๋Š” ํŠœํ”Œ๋“ค์ด ๋งŽ์ด ์ƒ์„ฑ๋ฉ๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ Whereํ‚ค์›Œ๋“œ์™€ ํ•จ๊ป˜ ์‚ฌ์šฉํ•œ๋‹ค๋ฉด ๋งค์šฐ ์œ ์šฉํ•ฉ๋‹ˆ๋‹ค. ์•„๋ž˜์™€ ๊ฐ™์ด ์‚ฌ์šฉํ•˜๊ฒŒ ๋œ๋‹ค๋ฉด ์œ ์šฉํ•˜๊ฒŒ ์‚ฌ์šฉ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ..

Database 2021. 4. 26. 08:57
Super key, Candidate key, Primary key, Foreign key ๋น„๊ต

Super key, Candidate key, Primary key, Foreign key ๋น„๊ต ์œ„์™€ ๊ฐ™์€ ํ…Œ์ด๋ธ”์ด ์žˆ์Šต๋‹ˆ๋‹ค ํ…Œ์ด๋ธ”์— ์žˆ๋Š” ๊ฐ๊ฐ์˜ ํŠœํ”Œ๋“ค์„ ๊ตฌ๋ถ„ํ•  ์ˆ˜ ์žˆ๋Š” K๋ฅผ Super key๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค. {ID} {ID, name} ์œ„ ๊ฐ’๋“ค์„ ํ†ตํ•ด ํ…Œ์ด๋ธ”์—์„œ ์ € ๊ฐ’์— ํ•ด๋‹นํ•˜๋Š” ํŠน์ •ํ•œ ํŠœํ”Œ์ด ๋ฌด์—‡์ธ์ง€ ์•Œ ์ˆ˜ ์žˆ๊ธฐ ๋•Œ๋ฌธ์— Super key๋ผ๊ณ  ํ•  ์ˆ˜ ์žˆ๊ฒ ์ฃ  {name} ๊ฐ™์€ ๊ฒฝ์šฐ๋Š” Super key๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค. ๋™๋ช…์ด์ธ์ด ์žˆ์„ ์ˆ˜ ์žˆ๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. Super key๊ฐ€ ๊ฐ€์ ธ์•ผ ๋˜๋Š” ์ตœ์†Œํ•œ์˜ ๊ฐ’๋งŒ ๊ฐ€์ง„ ๊ฒƒ์„ Candidate key๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค. Candidate key๋Š” ์—ฌ๋Ÿฌ ๊ฐœ ์žˆ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. {ID} - Candidate key๋ผ๊ณ  ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. {ID, name} - ๊ฐ ํŠœํ”Œ๋“ค์„ ์‹๋ณ„ํ•˜๋Š”๋ฐ ๋ถˆํ•„..

Database 2021. 4. 25. 09:28
๐Ÿ“š ๋…๋ฆฝ์„œ์  ํ”Œ๋žซํผ, ๋ฐ”์ธ๋”ฉ

๐Ÿบ MAKE US 6๊ธฐ์—์„œ ํŒ€์›๋“ค๊ณผ ๋งŒ๋“  ๋…๋ฆฝ์„œ์  ํ”Œ๋žซํผ, ๋ฐ”์ธ๋”ฉ์ž…๋‹ˆ๋‹ค. ๐Ÿ‰MAKE US 6๊ธฐ ํ›„๊ธฐ (์•ฑ ๋Ÿฐ์นญ ์—ฐํ•ฉ ๋™์•„๋ฆฌ) ๐Ÿ‰MAKE US 6๊ธฐ , ๋ฉ”์ด์ปค์Šค 6๊ธฐ ํ›„๊ธฐ (์•ฑ ๋Ÿฐ์นญ ์—ฐํ•ฉ ๋™์•„๋ฆฌ) ์•ˆ๋…•ํ•˜์„ธ์š” ~ MAKE US 6๊ธฐ ํ™œ๋™์ด 4์›” 3์ผ ๋ฐ๋ชจ๋ฐ์ด๋กœ ๋๋‚˜๊ฒŒ ๋˜์—ˆ๋Š”๋ฐ์š”... ์‹ค์ œ ์•ฑ๋Ÿฐ์นญ์„ ์œ„ํ•ด ๊ทธ๋™์•ˆ ์—ด์‹ฌํžˆ ๋‹ฌ๋ ธ์—ˆ๋˜ ์†Œ๊ฐ๊ณผ ํ›„๊ธฐ๋ฅผ ์ž‘ yusang.tistory.com ๐Ÿ“ฑ Binding, ๋ฐ”์ธ๋”ฉ ์•ฑ ์†Œ๊ฐœ Binding — ์ „๊ตญ ๋…๋ฆฝ์„œ์ , ๋…์ž, ์ž‘๊ฐ€๋ฅผ ์ด์–ด์ฃผ๋Š” ์•ฑ ๋…๋ฆฝ์„œ์ ์ด๋ผ๋Š” ๊ทธ ํฌ๊ทผํ•œ ๊ณต๊ฐ„์— ๋Œ€ํ•˜์—ฌ binding.medium.com ๋…๋ฆฝ์„œ์ ์€ ์˜จ๊ฐ– ์ข…๋ฅ˜์˜ ์ฑ…์„ ํŒ๋งคํ•˜๋Š” ๋Œ€ํ˜•์„œ์ ๊ณผ ๋‹ค๋ฆ…๋‹ˆ๋‹ค. ์ฑ…๋ฐฉ ์ฃผ์ธ์˜ ์ทจํ–ฅ์ด ๊ทธ๋Œ€๋กœ ๋ฐ˜์˜๋œ, ์ฑ…์— ๋Œ€ํ•œ ์• ์ •๊ณผ ๊ณต๊ฐ„์— ๋Œ€ํ•œ ์ฒ ํ•™์ด ๊นƒ๋“  ๊ณณ์ด๊ธฐ ๋•Œ๋ฌธ์ด์ฃ . ์š”์ฆ˜์—๋Š” ํ•ธ..

Projects 2021. 4. 16. 23:05
๐Ÿ‰MakeUS ๋ฉ”์ด์ปค์Šค 6๊ธฐ ํ›„๊ธฐ (์•ฑ ๋Ÿฐ์นญ ์—ฐํ•ฉ ๋™์•„๋ฆฌ)

๐Ÿ‰MakeUs ๋ฉ”์ด์ปค์Šค 6๊ธฐ ํ›„๊ธฐ (์•ฑ ๋Ÿฐ์นญ ์—ฐํ•ฉ ๋™์•„๋ฆฌ) ์•ˆ๋…•ํ•˜์„ธ์š” ~ MAKE US 6๊ธฐ ํ™œ๋™์ด 4์›” 3์ผ ๋ฐ๋ชจ๋ฐ์ด๋กœ ๋๋‚˜๊ฒŒ ๋˜์—ˆ๋Š”๋ฐ์š”... ์‹ค์ œ ์•ฑ๋Ÿฐ์นญ์„ ์œ„ํ•ด ๊ทธ๋™์•ˆ ์—ด์‹ฌํžˆ ๋‹ฌ๋ ธ์—ˆ๋˜ ์†Œ๊ฐ๊ณผ ํ›„๊ธฐ๋ฅผ ์ž‘์„ฑํ•˜๊ณ ์ž ๊ธ€์„ ์“ฐ๊ฒŒ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ผ๋‹จ MAKE US ๋™์•„๋ฆฌ๊ฐ€ ๋ญ”์ง€ ๊ฐ„๋‹จํ•˜๊ฒŒ ์„ค๋ช…์„ ํ•ด๋“œ๋ฆฌ๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค!! ๋ฉ”์ด์ปค์Šค - ์ˆ˜์ตํ˜• ์•ฑ ๋Ÿฐ์นญ ๋™์•„๋ฆฌ ํ”„๋ฆฌ๋ฏธ์—„ ์•ฑ ๋Ÿฐ์นญ ๋™์•„๋ฆฌ MAKE US๋กœ ๋‹น์‹ ์„ ์ดˆ๋Œ€ํ•ฉ๋‹ˆ๋‹ค www.makeus.in ์œ„ ์˜์ƒ์˜ 10:08์ดˆ์— ๋ฉ”์ด์ปค์Šค ๋™์•„๋ฆฌ์— ๋Œ€ํ•œ ์†Œ๊ฐœ๊ฐ€ ๋‚˜์˜ค๋„ค์š” ์ปด๊ณต ์„ ๋ฐฐ ์œ ํŠœ๋ธŒ๋ฅผ ์šด์˜ํ•˜๊ณ  ์žˆ์œผ์‹œ๊ณ  ์†Œํ”„ํŠธ์Šคํ€˜์–ด๋“œ์˜ CEO, CTO์ด์‹  ์Šค์นด์ด๋‹˜๊ณผ ์ œ๋ฆฌ๋‹˜์ด ๋งŒ๋“œ์‹  ๋Œ€ํ•™์ƒ ์—ฐํ•ฉ๋™์•„๋ฆฌ๊ฐ€ MAKE US์ž…๋‹ˆ๋‹ค. ์•ฑ ๊ด€๋ จ ์ˆ˜์ƒ๊ฒฝ๋ ฅ๋„ ์ˆ˜์‹ญ ํšŒ์ด๊ณ  ๋‹ค์–‘ํ•œ ๋Œ€ํšŒ์—์„œ๋„ ์ข‹์€ ์„ฑ์ ์„ ๊ฑฐ๋‘๊ณ  ์žˆ๋‹ค๊ณ  ํ•˜..

Projects 2021. 4. 16. 22:35
๋™์ ๊ณ„ํš๋ฒ•๊ณผ ํ”Œ๋กœ์ด๋“œ ์•Œ๊ณ ๋ฆฌ์ฆ˜

์•Œ๊ณ ๋ฆฌ์ฆ˜ ) ๋™์  ๊ณ„ํš๋ฒ•๊ณผ ํ”Œ๋กœ์ด๋“œ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๋™์  ๊ณ„ํš๋ฒ•, Dynamic Programming ๋™์  ๊ณ„ํš๋ฒ•์˜ ์›๋ฆฌ๋Š” ๋งค์šฐ ๊ฐ„๋‹จํ•ฉ๋‹ˆ๋‹ค. ์ผ๋ฐ˜์ ์œผ๋กœ ์ฃผ์–ด์ง„ ๋ฌธ์ œ๋ฅผ ํ’€๊ธฐ ์œ„ํ•ด์„œ, ๋ฌธ์ œ๋ฅผ ์—ฌ๋Ÿฌ ๊ฐœ์˜ ํ•˜์œ„ ๋ฌธ์ œ(subproblem)๋กœ ๋‚˜๋ˆ„์–ด ํ‘ผ ๋‹ค์Œ, ๊ทธ๊ฒƒ์„ ๊ฒฐํ•ฉํ•˜์—ฌ ์ตœ์ข…์ ์ธ ๋ฌธ์ œ๋ฅผ ํ‘ธ๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. Step 1 : ๋ฌธ์ œ์˜ ๋‹ต์„ ๊ตฌํ•˜๊ธฐ ์œ„ํ•œ recursive property๋ฅผ ์„ธ์šด๋‹ค. Step 2 : bottom-up ๋ฐฉ์‹์œผ๋กœ ์ž‘์€ ๋ฌธ์ œ๋“ค์„ ๋จผ์ € ํ’€๋ฉด์„œ ์ตœ์ข… ๋ฌธ์ œ๋ฅผ ํ’€๊ฒ ๋‹ค. ๋™์  ๊ณ„ํš ์•Œ๊ณ ๋ฆฌ์ฆ˜์€ ์ตœ๋‹จ๊ฒฝ๋กœ ๋ฌธ์ œ, ํ–‰๋ ฌ์˜ ์ œ๊ณฑ ๋ฌธ์ œ ๋“ฑ์˜ ์ตœ์ ํ™”์— ์‚ฌ์šฉ๋ฉ๋‹ˆ๋‹ค. ๋™์  ๊ณ„ํš๋ฒ•์€ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•œ ๋ชจ๋“  ๋ฐฉ๋ฒ•์„ ๊ฒ€ํ† ํ•˜๊ณ , ๊ทธ์ค‘์— ์ตœ์ ์˜ ํ’€์ด๋ฒ•์„ ์ฐพ์•„๋‚ด๊ธฐ ๋•Œ๋ฌธ์ด์ฃ . ํ”Œ๋กœ์ด๋“œ์˜ ์ตœ๋‹จ ๊ฒฝ๋กœ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ํ”Œ๋กœ์ด๋“œ ์•Œ๊ณ ๋ฆฌ์ฆ˜์€ ๊ฐ๊ฐ์˜ ์ •..

Algorithm 2021. 4. 16. 19:04
๋ถ„ํ•  ์ •๋ณต๋ฒ• - Merge Sort, Quick Sort

์•Œ๊ณ ๋ฆฌ์ฆ˜ ) ๋ถ„ํ•  ์ •๋ณต๋ฒ• ์•Œ๊ณ ๋ฆฌ์ฆ˜์˜ ํ•ด๊ฒฐ์ „๋žต Divide and Conquer๋ฅผ ๋ถ„ํ•  ์ •๋ณต๋ฒ•์ด๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ๋ถ„ํ•  ์ •๋ณต๋ฒ•์€ ์ฃผ์–ด์ง„ ๋ฌธ์ œ๋ฅผ ์ž‘์€ ์‚ฌ๋ก€๋กœ ๋‚˜๋ˆ„์–ด(Divide) ๊ฐ๊ฐ์˜ ์ž‘์€ ๋ฌธ์ œ๋“ค์„ ํ•ด๊ฒฐ(Conquer)ํ•˜๋Š” ๋ฐฉ๋ฒ•์ž…๋‹ˆ๋‹ค. ํ”„๋ž‘์Šค์˜ ํ™ฉ์ œ ๋‚˜ํด๋ ˆ์˜น์ด ์ „ํˆฌ์—์„œ ์‚ฌ์šฉํ–ˆ๋˜ ํ›Œ๋ฅญํ•œ ์ „๋žต์—์„œ ์ด๋ฆ„์„ ๋”ฐ์™”๋‹ค๊ณ  ํ•˜๋„ค์š”. ๋‚˜๋ˆ„์–ด๋ผ, ๊ทธ๋ฆฌ๊ณ  ์ •๋ณตํ•˜๋ผ.. ๋ฉ‹์žˆ๋Š” ๋ง์ž…๋‹ˆ๋‹ค... Merge Sort Best Case ์‹œ๊ฐ„๋ณต์žก๋„ : O(n log n) Worst Case ์‹œ๊ฐ„๋ณต์žก๋„ : O(n log n) ๋ถ„ํ•  ๋‹จ๊ณ„ array๋ฅผ ๋‘ ๊ฐœ์˜ subarrays๋กœ ๋‚˜๋ˆ•๋‹ˆ๋‹ค. ์ •๋ณต ๋‹จ๊ณ„ ๊ฐ๊ฐ์˜ subarray๊ฐ€ ์ถฉ๋ถ„ํžˆ ์ž‘๋‹ค๋ฉด ๋ฐ”๋กœ ์ •๋ ฌ ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ ‡์ง€ ์•Š๋‹ค๋ฉด ์žฌ๊ท€๋ฅผ ํ†ตํ•ด ๊ฐ๊ฐ์„ ์ •๋ ฌํ•ฉ๋‹ˆ๋‹ค. ๊ฒฐํ•ฉ ๋‹จ๊ณ„ ์ •๋ ฌ๋œ๋‘ ๊ฐœ์˜ subarray๋ฅผ ..

Algorithm 2021. 4. 15. 09:40