Aizu.go

ELM&serverless

Transcript

1. Aizu.go ࢁຊ঵ଠ
2. ࣗݾ঺հ ࢁຊ঵ଠ Yamashou ֶ෦3೥ σβΠχ΢Ϝ ৭ʑ΍ͬͯ·͢
3. ࠓ·ͰGoͰ CLI api ࡞੒ʢझຯʣ εΫϨΠϐϯά Bot
4. ΋͏ͪΐͬͱผͷ ͜ͱ΍ͬͯΈΑ
5. Go ݴޠʹΑΔELM • ػցֶश
 (ELM = Extreme Learning Machine) • ಈػɿݚڀͰઌഐํ͕࢖͍ͬͯΔ
6. ELMͱ͸ʁ • Extreme Learning Machine • ߴ଎ͳػցֶशΞϧΰϦζϜ
 (DeeplearningͷਅٯͱݴΘΕ͍ͯΔ) • ؆୯ͳ࣮૷
7. https:/ /tech.d-itlab.co.jp/ml/229/
8. ͕ͩ…
9. ೋिؒલ Ұिؒલ ࡾ೔લ ࠓ೔ ML΍Ζʙ &-.
10. ཁҼ ٖࣅٯߦྻੜ੒ ͦ΋ͦ΋ͷߦྻԋࢉ͕͠ΜͲ͍
 (github.com/gonum/matrix) ͋ͱ΋͏গ͠ʂͩͱࢥͬͯ͠·ͬͨ
11. ͓ئ͍ ٖࣅٯߦྻΛٻΊΔϥΠϒϥϦ͋ͬͨΒ ڭ͍͑ͯͩ͘͞ʂʂʂ
12. ͋ͱ΋͏গ͠ʂ
13. ͳͷͰͳΜͱ͔͢Δ
14. όΠτͰGo
15. ͳͥʁ
16. ࣗ෼ ࣾһ͞Μ XX࡞ͬͯ ͳΒpython͕͍ ͍͔΋Ͱ͢Ͷ JSͰ͓ئ͍ Ұճ࡞ͬͨ͜ͱ͋ ΔGo͕͍͍Ͱ͢ OO࡞ͬͯʂ ૣٸʹ ྃղͰ͢ʂ JSͰ͓ئ͍ ྃղͰ͢ʂ ZZ͓ئ͍Ͱ͖ Δʁ ྃղͰ͢ʂ JSͰ͢Ͷʂ
17. ཧ༝ AWS LambdaΛओʹ࢖༻ ࣗ෼͕ఏࣔ͢Δݴޠ͕ࣾһ͞ΜಡΊ ͳ͍͔Β ͲΜͳ࣌Ͱ΋ΘΓͱແཧ໼ཧjs͕ଟ͍
18. AWS Lambda&API GatewayͰαʔόʔϨ εΞϓϦέʔγϣϯΛߏங͢Δπʔϧ ˞αʔόʔϨεΞʔΩςΫνϟ
 ϝϯςφϯεΛؾʹ͠ͳ͍ʰඇৗறܕϓϩηεʱΛΠϕϯτΛτϦΨʔ ʹ͢ΔΠϯϑϥετϥΫνϟͩͱࢥͬͯ·͢ https:/ /github.com/serverless
19. ͱ͍͏͜ͱͰ
20. ແཧ໼ཧʹ΋൓߅ ͍ͨ͠ʂ
21. ࢼͨ͠΋ͷ Apex eawsy serverless-go
22. Apex lambdaϏϧυ&σϓϩΠΛ؆୯ʹͰ͖Δʂ Node.js Go Python Java Rust Clojure ެࣜʹରԠ͍ͯ͠ͳ͍΋ͷ΋ରԠʂ http:/ /apex.run/
23. όΠφϦ
24. eawsy GoΛlambda্Ͱ࣮ߦͰ͖ΔΑ͏ʹ͢Δ جຊతʹ΍ΕΔ͜ͱ͸ApexมΘΒͳ͍ make࣮ߦ https:/ /github.com/eawsy
25. cgo؀ڥ shared library zip http:/ /tdoc.info/blog/2016/11/02/eawsy_lambda.html GO C֦ு
26. ͍͍ͱ͜Ζ ApexɿCLI͔ͩΒ࡞੒ɾσϓϩΠɾ࣮ߦ؆୯ eawsyɿlog͕ग़ͤΔʂɾॻ͚ͩ͘ʂɾϑϨʔϜϫʔΫରԠ
27. ඍົͳͱ͜Ζ Apexɿapigateway͕खಈʁ eawsyɿzipͷޙखಈʁ
28. eawsy͸ਐԽ͢Δʂ
29. serverless-go eawasy ͷ֦ு serverless΁౤͛Δʂ
30. cgo؀ڥ shared library http:/ /tdoc.info/blog/2016/11/02/eawsy_lambda.html ➕
31. ͍͍ͱ͜Ζ makeͰserverlessͰdeploy·Ͱ ॻ͖ํ΋ී௨ͷgoͬΆ͍ʂ
32. eawasy Apex python ̍ճ໨ 0.02s 0.11s 0.02s ̎ճ໨ 0.02s 0.12s 0.02s ̏ճ໨ 0.02s 0.09s 0.02s αΠζ 3.3MB 799.3kB 354bytes
33. ൺֱ Apexͷ͕Bbild͕ૣ͍ eawsyͷ͕Ϩεϙϯε͸ૣ͍ αΠζ͸΍ͬͺΓຊՈ͕͍͍ײ͡
34. ͜Ε͔Β ELM͸׬੒Λ໨ࢦ͢ʂʂʂʂ lambdaͰgo͸ҰԠόΠτઌͰใࠂ͠ ͯΈΑ͏͔ͳ