Evolutionary Architecture

Transcript

1. ૓ച੸ ইఃఫ୊ ੿ೠ࠼
2. ݾର 1. ૓ച੸ ইఃఫ୊ۆ 2. ૓ച੸ ইఃఫ୊ ҳࢿ 3. ೖ౟פझ ೣࣻۆ 4. ௏٘ ಿ૕ਸ աఋղח ૑಴
3. 1. ૓ച੸ ইఃఫ୊ۆ ղо ૠ ௏٘о ৢ߄ܲ ௏٘ੋо?
4. 1. ૓ച੸ ইఃఫ୊ۆ ղо ૠ ௏٘о ৢ߄ܲ ௏٘ੋо? ࠺ૉפझ ۽૒ਸ ୽઒ೞחо? ৘࢚஖ ޅೠ ী۞ ா੉झо ઓ੤ೞחо? ࢿמ ѐࢶ੄ ৈ૑о ੓חо? ঱যী ੸೤ೠ झఋੌ۽ ੘ࢿغ঻חо? (pythonicೠо)
5. 1. ૓ച੸ ইఃఫ୊ۆ ղо ૠ ௏٘о ৢ߄ܲ ௏٘ੋо? ࠺ૉפझ ۽૒ਸ ୽઒ೞחо? ৘࢚஖ ޅೠ ী۞ ா੉झо ઓ੤ೞחо? ࢿמ ѐࢶ੄ ৈ૑о ੓חо? ঱যী ੸೤ೠ झఋੌ۽ ੘ࢿغ঻חо? (pythonicೠо) ৢ߄ܲ ইఃఫ୊ܳ ૑ೱೞח ௏٘ੋо
6. 1. ૓ച੸ ইఃఫ୊ۆ Ր੐হח ߸ചী ਬোೞѱ ੸਽ೞӝ ਤೠ ইఃఫ୊ о੉٘ۄੋ
7. [PART 1 ৉೟] CHAPTER 1 ૓ച੸ ࣗ೐౟ਝয ইఃఫ୊ 1.1 ૓ച੸ ࣗ೐౟ਝয੄ җઁ 1.2 ૓ച੸ ইఃఫ୊ 1.3 ࢚द ߸ചೞח ജ҃੄ ੢ӝ ҅ദ ࣻ݀ оמࢿ 1.4 दрী ٮܲ ইఃఫ୊੄ ࢿמ ੷ೞ ߑ૑ 1.5 ৵ ૓ചੋо? CHAPTER 2 ೖ౟פझ ೣࣻ 2.1 ੿੄ 2.2 ߧ઱ 2.3 ೖ౟פझ ೣࣻח ־о ੘ࢿೞחо 2.4 ೖ౟פझ ೣࣻ పझ౟ ೐ۨ੐ਕ௼ ࢶఖ 2.5 Ѿҗ vs ҳഅ CHAPTER 3 ੼૓੸ ߸ച ূ૑פয݂ 3.1 ੼૓੸ ߸ച CHAPTER 4 ইఃఫ୊ Ѣߡքझ ੗زച 4.1 ೖ౟פझ ೣࣻ৬ ইఃఫ୊ Ѣߡքझ 4.2 ௏٘ ӝ߈ ೖ౟פझ ೣࣻ 4.3 ఢః بҳ 4.4 ా೤ ইఃఫ୊ 4.5 ؘ࠳২झ 4.6 ূఠ೐ۄ੉ૉ ইఃఫ୊ 4.7 ೖ౟פझ ೣࣻח ޖӝо ইצ ୓௼ܻझ౟׮ 4.8 ೖ౟פझ ೣࣻ ޙࢲച [PART 2 ҳઑ] CHAPTER 5 ૓ചೞח ইఃఫ୊ షಫ۽૑ 5.1 ૓ച оמೠ ইఃఫ୊ ҳઑ 5.2 ইఃఫ୊ ௫థ ߂ ࣁ࠙ࢿ 5.3 ҅ড 5.4 ੤ࢎਊ ಁఢ ਃড CHAPTER 6 ૓ച੸ ؘ੉ఠ 6.1 ૓ച੸ ؘ੉ఠ߬੉झ ࢸ҅ 6.2 ࠗ੸੺ೠ ؘ੉ఠ ঵൨ 6.3 ֎੉౭࠳ীࢲ ೖ౟פझ ೣࣻ۽ [PART 3 ৔ೱ۱] CHAPTER 7 ૓ച оמೠ ইఃఫ୊ ҳ୷ 7.1 ૓ച੸ ইఃఫ୊੄ ਗܻ 7.2 ৉೟ 7.3 Ӓܽ೙٘ ೐۽ં౟ 7.4 ӝઓ ইఃఫ୊ ѐઑ 7.5 ইఃఫ୊ ݃੉Ӓۨ੉࣌ 7.6 ૓ച੸ ইఃఫ୊ ҳ୷ о੉٘ۄੋ 7.7 ೖ౟פझ ೣࣻ ઱ب ইఃఫ୊ ਃড CHAPTER 8 ૓ച੸ ইఃఫ୊੄ ೣ੿җ উ౭ಁఢ 8.1 ӝࣿ ইఃఫ୊ 8.2 ૐ࠙ ߸҃ 8.3 ࠺ૉפझ ҙबࢎ ਃড CHAPTER 9 ইఃఫ୊ पୌ 9.1 ઑ૒੸ ਃੋ 9.2 ࠺ૉפझ ࢎ۹ 9.3 ূఠ೐ۄ੉ૉ ೖ౟פझ ೣࣻ ҳ୷ 9.4 द੘ ૑੼ 9.5 ޷ې ੹ݎ 9.6 غח ੉ਬ৬ উ غח ੉ਬ ਃড 2. ૓ച੸ ইఃఫ୊ ҳࢿ
8. [PART 1 ৉೟] CHAPTER 1 ૓ച੸ ࣗ೐౟ਝয ইఃఫ୊ 1.1 ૓ച੸ ࣗ೐౟ਝয੄ җઁ 1.2 ૓ച੸ ইఃఫ୊ 1.3 ࢚द ߸ചೞח ജ҃੄ ੢ӝ ҅ദ ࣻ݀ оמࢿ 1.4 दрী ٮܲ ইఃఫ୊੄ ࢿמ ੷ೞ ߑ૑ 1.5 ৵ ૓ചੋо? CHAPTER 2 ೖ౟פझ ೣࣻ 2.1 ੿੄ 2.2 ߧ઱ 2.3 ೖ౟פझ ೣࣻח ־о ੘ࢿೞחо 2.4 ೖ౟פझ ೣࣻ పझ౟ ೐ۨ੐ਕ௼ ࢶఖ 2.5 Ѿҗ vs ҳഅ CHAPTER 3 ੼૓੸ ߸ച ূ૑פয݂ 3.1 ੼૓੸ ߸ച CHAPTER 4 ইఃఫ୊ Ѣߡքझ ੗زച 4.1 ೖ౟פझ ೣࣻ৬ ইఃఫ୊ Ѣߡքझ 4.2 ௏٘ ӝ߈ ೖ౟פझ ೣࣻ 4.3 ఢః بҳ 4.4 ా೤ ইఃఫ୊ 4.5 ؘ࠳২झ 4.6 ূఠ೐ۄ੉ૉ ইఃఫ୊ 4.7 ೖ౟פझ ೣࣻח ޖӝо ইצ ୓௼ܻझ౟׮ 4.8 ೖ౟פझ ೣࣻ ޙࢲച [PART 2 ҳઑ] CHAPTER 5 ૓ചೞח ইఃఫ୊ షಫ۽૑ 5.1 ૓ച оמೠ ইఃఫ୊ ҳઑ 5.2 ইఃఫ୊ ௫థ ߂ ࣁ࠙ࢿ 5.3 ҅ড 5.4 ੤ࢎਊ ಁఢ ਃড CHAPTER 6 ૓ച੸ ؘ੉ఠ 6.1 ૓ച੸ ؘ੉ఠ߬੉झ ࢸ҅ 6.2 ࠗ੸੺ೠ ؘ੉ఠ ঵൨ 6.3 ֎੉౭࠳ীࢲ ೖ౟פझ ೣࣻ۽ [PART 3 ৔ೱ۱] CHAPTER 7 ૓ച оמೠ ইఃఫ୊ ҳ୷ 7.1 ૓ച੸ ইఃఫ୊੄ ਗܻ 7.2 ৉೟ 7.3 Ӓܽ೙٘ ೐۽ં౟ 7.4 ӝઓ ইఃఫ୊ ѐઑ 7.5 ইఃఫ୊ ݃੉Ӓۨ੉࣌ 7.6 ૓ച੸ ইఃఫ୊ ҳ୷ о੉٘ۄੋ 7.7 ೖ౟פझ ೣࣻ ઱ب ইఃఫ୊ ਃড CHAPTER 8 ૓ച੸ ইఃఫ୊੄ ೣ੿җ উ౭ಁఢ 8.1 ӝࣿ ইఃఫ୊ 8.2 ૐ࠙ ߸҃ 8.3 ࠺ૉפझ ҙबࢎ ਃড CHAPTER 9 ইఃఫ୊ पୌ 9.1 ઑ૒੸ ਃੋ 9.2 ࠺ૉפझ ࢎ۹ 9.3 ূఠ೐ۄ੉ૉ ೖ౟פझ ೣࣻ ҳ୷ 9.4 द੘ ૑੼ 9.5 ޷ې ੹ݎ 9.6 غח ੉ਬ৬ উ غח ੉ਬ ਃড 2. ૓ച੸ ইఃఫ୊ ҳࢿ
9. 2. ૓ച੸ ইఃఫ୊ ҳࢿ [PART 1 ৉೟] CHAPTER 1 ૓ച੸ ࣗ೐౟ਝয ইఃఫ୊ 1.1 ૓ച੸ ࣗ೐౟ਝয੄ җઁ 1.2 ૓ച੸ ইఃఫ୊ 1.3 ࢚द ߸ചೞח ജ҃੄ ੢ӝ ҅ദ ࣻ݀ оמࢿ 1.4 दрী ٮܲ ইఃఫ୊੄ ࢿמ ੷ೞ ߑ૑ 1.5 ৵ ૓ചੋо? CHAPTER 2 ೖ౟פझ ೣࣻ 2.1 ੿੄ 2.2 ߧ઱ 2.3 ೖ౟פझ ೣࣻח ־о ੘ࢿೞחо 2.4 ೖ౟פझ ೣࣻ పझ౟ ೐ۨ੐ਕ௼ ࢶఖ 2.5 Ѿҗ vs ҳഅ CHAPTER 3 ੼૓੸ ߸ച ূ૑פয݂ 3.1 ੼૓੸ ߸ച CHAPTER 4 ইఃఫ୊ Ѣߡքझ ੗زച 4.1 ೖ౟פझ ೣࣻ৬ ইఃఫ୊ Ѣߡքझ 4.2 ௏٘ ӝ߈ ೖ౟פझ ೣࣻ [PART 2 ҳઑ] CHAPTER 5 ૓ചೞח ইఃఫ୊ షಫ۽૑ 5.1 ૓ച оמೠ ইఃఫ୊ ҳઑ 5.2 ইఃఫ୊ ௫థ ߂ ࣁ࠙ࢿ 5.3 ҅ড 5.4 ੤ࢎਊ ಁఢ ਃড CHAPTER 6 ૓ച੸ ؘ੉ఠ 6.1 ૓ച੸ ؘ੉ఠ߬੉झ ࢸ҅ 6.2 ࠗ੸੺ೠ ؘ੉ఠ ঵൨ 6.3 ֎੉౭࠳ীࢲ ೖ౟פझ ೣࣻ۽ [PART 3 ৔ೱ۱] CHAPTER 7 ૓ച оמೠ ইఃఫ୊ ҳ୷ 7.1 ૓ച੸ ইఃఫ୊੄ ਗܻ 7.2 ৉೟ 7.3 Ӓܽ೙٘ ೐۽ં౟ 7.4 ӝઓ ইఃఫ୊ ѐઑ 7.5 ইఃఫ୊ ݃੉Ӓۨ੉࣌ 7.6 ૓ച੸ ইఃఫ୊ ҳ୷ о੉٘ۄੋ 7.7 ೖ౟פझ ೣࣻ ઱ب ইఃఫ୊ ਃড CHAPTER 8 ૓ച੸ ইఃఫ୊੄ ೣ੿җ উ౭ಁఢ 8.1 ӝࣿ ইఃఫ୊ 8.2 ૐ࠙ ߸҃ 8.3 ࠺ૉפझ ҙबࢎ ਃড CHAPTER 9 ইఃఫ୊ पୌ 9.1 ઑ૒੸ ਃੋ 9.2 ࠺ૉפझ ࢎ۹ 9.3 ূఠ೐ۄ੉ૉ ೖ౟פझ ೣࣻ ҳ୷ ૓ച੸ ইఃఫ୊੄ ݾ੸,
 पୌ ߑউ ࢎਊೞח ইఃఫ୊ ҳઑ पઁ ࢎ۹
10. 3. ೖ౟פझ ೣࣻۆ ਬ׫ పझ౟
11. 3. ೖ౟פझ ೣࣻۆ ਬ׫ పझ౟ بݫੋী ؀೧ ߸ചо ӝઓ ӝמী ޷஖ח ࠗ੿੸ੋ ৔ೱਸ ߑ૑ = بݫੋী ؀ೠ ޖѾࢿਸ ࠁ੢ೣ
12. 3. ೖ౟פझ ೣࣻۆ ೖ౟פझ ೣࣻ
13. 3. ೖ౟פझ ೣࣻۆ ೖ౟פझ ೣࣻ ইఃఫ୊ী ؀೧ ߸ചо ӝઓ ӝמী ޷஖ח ࠗ੿੸ੋ ৔ೱਸ ߑ૑ = ইఃఫ୊ী ؀ೠ ޖѾࢿਸ ࠁ੢ೣ
14. 3. ೖ౟פझ ೣࣻۆ ૓ച੸ ইఃఫ୊ܳ ҳ୷ೞӝ ਤೠ ࠁഐ ݒழפ્ ࢿמ, উ੿ࢿ, ࠁউ, ਍৔ࢿ, ௏٬ ಴ળ ١ ৈ۞ ରਗীࢲ ஏ੿ೞҊ ҙܻ
15. 3. ೖ౟פझ ೣࣻۆ ೖ౟פझ ೣࣻী ࢎਊغח بҳ • ݽפఠ݂ • ௏٘ ݫ౟ܼ • ইఃఫ୊ పझ౟ ೐ۨ੐ਕ௼ • ஠য়झ ূ૑פয݂ • ࠁউ झப
16. 3. ೖ౟פझ ೣࣻۆ ೖ౟פझ ೣࣻী ࢎਊغח بҳ • ݽפఠ݂ • ௏٘ ݫ౟ܼ • ? • ইఃఫ୊ పझ౟ ೐ۨ੐ਕ௼ • Wily • ஠য়झ ূ૑פয݂ • Gremlin • Locust • ࠁউ झப • safety • bandit
17. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ • ୶࢚ب, ࠛউ੿ب৬ ઱҅ৌ ݫ౟ܼ • ੐ನ౟ ߑೱࢿ • ࣽജ ࠂ੟ب
18. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ୶࢚ب ҳഅ ௿ېझী ؀ೠ ୶࢚ ௿ېझ(ੋఠಕ੉झ)੄ ࠺ਯ (୶࢚௿ېझ ࣻ / (୶࢚௿ېझ ࣻ + ҳഅ௿ېझ ࣻ)) ಁః૑ উী ٜয੓ח ୶࢚ ௿ېझ ࣻ
 (ೞա ੉࢚੄ ࣽࣻೠ ੋఠಕ੉झܳ о૑Ҋ ੓ਵݴ ੋझఢझച ೡ ࣻ হח ௿ېझ) ಁః૑ উী ٜয੓ח ௿ېझ ࣻ
19. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ୶࢚ب ҳഅ ௿ېझী ؀ೠ ୶࢚ ௿ېझ(ੋఠಕ੉झ)੄ ࠺ਯ (୶࢚௿ېझ ࣻ / (୶࢚௿ېझ ࣻ + ҳഅ௿ېझ ࣻ)) ୶࢚ب : ୶࢚੸ ୶࢚ب : ҳ୓੸
20. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ࠛউ੿ب ਗबҗ ҳब ழ೒݂ ೤ী ؀ೠ ਗब ழ೒݂੄ ࠺ਯ (ਗब ழ೒݂ ࣻ / (ਗब ழ೒݂ ࣻ + ҳब ழ೒݂ ࣻ)) ಁః૑ ৻ࠗ ௿ېझী ੄ઓೞח ಁః૑ ղࠗ ௿ېझ੄ ࣻ (੉ ಁః૑ী ੄ઓೞח ৻ࠗ ௿ېझ੄ ࣻ + ಁః૑ ৻ࠗ ௿ېझী ੄ઓೞח ಁః૑ ղࠗ ௿ېझ੄ ࣻ)
21. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ࠛউ੿ب ਗबҗ ҳब ழ೒݂ ೤ী ؀ೠ ਗब ழ೒݂੄ ࠺ਯ (ਗब ழ೒݂ ࣻ / (ਗब ழ೒݂ ࣻ + ҳब ழ೒݂ ࣻ)) ࠛউ੿ب : ࠛউ੿ : উ੿੸ ࠛউ੿ب উ੿੸? ੄ઓ೧ য়ח ಁః૑ٜ੉ ݆਷ ಁః૑ח ߸҃ೠ ղਊ੉ ੄ઓೞח ݽفܳ ݅઒दః۰ݶ ݒ਋ ݆਷ ੌ੉ ೙ਃೞ޲۽ ݒ਋ উ੿੸
22. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ઱ ҅ৌ ݫ౟ܼ ୶࢚ب৬ ࠛউ੿ب۽ ҳೡ ࣻ ੓ח ઱ ҅ৌр੄ Ѣܻ
23. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ઱ ҅ৌ ݫ౟ܼ ୶࢚ب৬ ࠛউ੿ب۽ ҳೡ ࣻ ੓ח ઱ ҅ৌр੄ Ѣܻ https://git.elicer.io/elice/backend/elice-worker/-/blob/master/app/mq_tasks/aibot_run.py?ref_type=heads ୶࢚௿ېझ ࣻ / (୶࢚௿ېझ ࣻ + ҳഅ௿ېझ ࣻ) = ୶࢚ب ਗब ழ೒݂ ࣻ / (ਗब ழ೒݂ ࣻ + ҳब ழ೒݂ ࣻ) = ࠛউ੿ب 0 / (1 + 0) = 0 3 / (3 + 0) = 1
24. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ઱ ҅ৌ ݫ౟ܼ ୶࢚ب৬ ࠛউ੿ب۽ ҳೡ ࣻ ੓ח ઱ ҅ৌр੄ Ѣܻ https://git.elicer.io/elice/backend/elice-worker/-/blob/master/app/mq_tasks/aibot_run.py?ref_type=heads ୶࢚௿ېझ ࣻ / (୶࢚௿ېझ ࣻ + ҳഅ௿ېझ ࣻ) = ୶࢚ب ਗब ழ೒݂ ࣻ / (ਗब ழ೒݂ ࣻ + ҳब ழ೒݂ ࣻ) = ࠛউ੿ب 0 / (1 + 0) = 0 3 / (3 + 0) = 1
25. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ઱ ҅ৌ ݫ౟ܼ ୶࢚ب৬ ࠛউ੿ب۽ ҳೡ ࣻ ੓ח ઱ ҅ৌр੄ Ѣܻ https://git.elicer.io/elice/backend/elice-api/-/blob/master/api/orm/models/course.py ୶࢚௿ېझ ࣻ / (୶࢚௿ېझ ࣻ + ҳഅ௿ېझ ࣻ) = ୶࢚ب(A) ਗब ழ೒݂ ࣻ / (ਗब ழ೒݂ ࣻ + ҳब ழ೒݂ ࣻ) = ࠛউ੿ب(B) 0 / (1 + 0) = 0 0 / (0 + 100) = 0
26. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ઱ ҅ৌ ݫ౟ܼ ୶࢚ب৬ ࠛউ੿ب۽ ҳೡ ࣻ ੓ח ઱ ҅ৌр੄ Ѣܻ https://git.elicer.io/elice/backend/elice-api/-/blob/master/api/orm/models/course.py ୶࢚௿ېझ ࣻ / (୶࢚௿ېझ ࣻ + ҳഅ௿ېझ ࣻ) = ୶࢚ب(A) ਗब ழ೒݂ ࣻ / (ਗब ழ೒݂ ࣻ + ҳब ழ೒݂ ࣻ) = ࠛউ੿ب(B) 0 / (1 + 0) = 0 97 / (97 + 94) = 0.508 - ҳब ழ೒݂ ࣻܳ ઴੉Ѣա - ୶࢚ചܳ ؊ ೞѢա
27. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ઱ ҅ৌ ݫ౟ܼ ୶࢚ب৬ ࠛউ੿ب۽ ҳೡ ࣻ ੓ח ઱ ҅ৌр੄ Ѣܻ https://git.elicer.io/elice/backend/elice-api/-/blob/master/api/orm/models/course.py ୶࢚௿ېझ ࣻ / (୶࢚௿ېझ ࣻ + ҳഅ௿ېझ ࣻ) = ୶࢚ب(A) ਗब ழ೒݂ ࣻ / (ਗब ழ೒݂ ࣻ + ҳब ழ೒݂ ࣻ) = ࠛউ੿ب(B) 0 / (1 + 0) = 0 97 / (97 + 94) = 0.508 - ҳब ழ೒݂ ࣻܳ ઴੉Ѣա - ୶࢚ചܳ ؊ ೞѢա
28. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ઱ ҅ৌ ݫ౟ܼ ୶࢚ب৬ ࠛউ੿ب۽ ҳೡ ࣻ ੓ח ઱ ҅ৌр੄ Ѣܻ ੄ઓࢿ਷ ୶࢚بо ֫਷ ݽٕ੄ ߑೱਵ۽ ൗ۞ঠ ೠ׮ Ex) spring boot Controller -> Service -> repository
29. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ࣽജ ࠂ੟ب ݽٕ੄ ࠂ੟بܳ ஏ੿ೞח ࣻױ (Edge - Node + 2) (Ѿ੿੄ о૙ࣻ - Ѿ੿੉ ߊࢤೠ ௏٘ ۄੋ + 2) IFޙ іࣻ (3 - 2 + 2) = 3
30. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ࣽജ ࠂ੟ب
31. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ࣽജ ࠂ੟ب
32. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ੐ನ౟ ߑೱࢿ Ex) spring boot Controller -> Service -> Repository
33. 4. ௏٘ ಿ૕ਸ աఋղח ૑಴ ੐ನ౟ ߑೱࢿ Ex) spring boot Controller -> Service -> Repository ۨ੉য р ੄ઓࢿ੄ ߑೱਸ ౣ۷ਸ ҃਋, ੗زਵ۽ ঌ۰઱ח tool
34. খਵ۽ Hexagonal Architecture