コンテナに挫折したあなたへ / A Letter to Uncontainerized Apps

おコンテナが自分たちのアプリやワークフロー、運用にフィットしないのはなんでなのか？

Presented at JAWS DAYS 2017.

Transcript

1. SUPINF Inc. // twitter.com/toricls ǗȗǪǮƘ؟׾ƄƌůƗƌƥ Yasuhiro HARA Mar 11, 2017
2. SUPINF Inc. // twitter.com/toricls AGENDA ▶︎ Docker෇ǗȗǪǮ෇
   ▶︎ ɛƜƗƉǗȗǪǮƘ؟׾ƆƸƛŸ
   ▶︎ ؟׾ƄƗűƌƮƘ
3. SUPINF Inc. // twitter.com/toricls ۙڒƛǘȜȏ ůźƶƮƗűƔ
4. SUPINF Inc. // twitter.com/toricls Docker ƛƀƕƿ֒ű̌ƄƫƄƴų
5. SUPINF Inc. // twitter.com/toricls Docker
   ୦ŵƓƫƆŸ෇
   
   ǗȗǪǮƕ
   VM
   ƛ౐ű
   https://www.docker.com/what-container
6. SUPINF Inc. // twitter.com/toricls Docker
   ୦ŵƓƫƆŸ෇
   
   ǗȗǪǮ
   on
   AWS
   https://www.docker.com/what-container } { EC2 { Docker Τϯδϯ { Docker ίϯςφ
7. SUPINF Inc. // twitter.com/toricls $ ps aux USER PID ... COMMAND root 3123 ... /agent root 16293 ... puma 3.6.0 (tcp://0.0.0.0:80) [app] ... Docker
   ୦ŵƓƫƆŸ෇
   
   ǗȗǪǮƛȱƕу
   $ docker ps CONTAINER ID IMAGE COMMAND ... 533c36714f42 my-rails-app:latest "bundle exec rails s ..." ... 5d48c82b7faa amazon/amazon-ecs-agent:latest "/agent" ... # ps aux USER PID ... COMMAND root 1 ... puma 3.6.0 (tcp://0.0.0.0:80) [app] root 18 ... sh ... Docker Container Docker Engine Host OS $ ps aux USER PID ... COMMAND root 3123 ... /agent root 16293 ... puma 3.6.0 (tcp://0.0.0.0:80) [app] ... $ docker ps CONTAINER ID IMAGE COMMAND ... 533c36714f42 my-rails-app:latest "bundle exec rails s ..." ... 5d48c82b7faa amazon/amazon-ecs-agent:latest "/agent" ... # ps aux USER PID ... COMMAND root 1 ... puma 3.6.0 (tcp://0.0.0.0:80) [app] root 18 ... sh ... Docker Container Docker Engine Host OS
8. SUPINF Inc. // twitter.com/toricls AMI (Amazon ϚγϯΠϝʔδ) Amazon EC2 Πϯελϯε RUN Docker
   ୦ŵƓƫƆŸ෇
   ţLjȅȜǜŤƕţǗȗǪǮŤ RUN Ɨ Docker LjȅȜǜ Docker ǗȗǪǮ
9. SUPINF Inc. // twitter.com/toricls Docker
   ୦ŵƓƫƆŸ෇
   
   ǗȗǪǮƿ̿ŸƆ
   Docker Hub / Docker Registry $ docker pull nginx:latest Ɨ $ docker run nginx:latest
10. SUPINF Inc. // twitter.com/toricls $ cat Dockerfile $ cat Dockerfile FROM ubuntu:16.04 RUN \ apt-get update && \ apt-get install -y nginx EXPOSE 80 CMD ["nginx", "-g", "daemon off;"] Docker
    ୦ŵƓƫƆŸ෇
    
    LjȅȜǜƿʊƸ
    $ cat Dockerfile FROM ubuntu:16.04 RUN \ apt-get update && \ apt-get install -y nginx EXPOSE 80 CMD ["nginx", "-g", "daemon off;"] $ docker build -t my-awesome-nginx . ... ... $ cat Dockerfile FROM ubuntu:16.04 RUN \ apt-get update && \ apt-get install -y nginx EXPOSE 80 CMD ["nginx", "-g", "daemon off;"] $ docker build -t my-awesome-nginx . ... ... $ docker run -p 80:80 my-awesome-nginx ...
11. SUPINF Inc. // twitter.com/toricls Docker
    ୦ŵƓƫƆŸ෇
    
    DOCKER ƿʎųࢪࣇ
    
    ▶︎ ǪǝǬƄƌdžȜǪLJǹDžǓǬƿƊƛƫƫǫǻȑLjƔźƸȁȜǣǷȎǪLJ
    ▶︎ džǻȎҩ଻ࢷЭƛҥ਱"MAICPDGJC ŹǴȜǜȋȗভࢪƔźƸǬȐȜǙǷȎǪLJ
    ▶︎ ɤƛǻȑǟǝŸƶ൭ԽƘ೴ആƂƹƌҩ଻ࢷЭ
    ▶︎ LjȅȜǜ˪ۍƛহʛ֕
    ▶︎ ӒƗűǎȜǴȜǼǧǭƔ൭ఽƘdžǻȎǕȜǛȋȗƿ௲̿ƔźƸʟ٭֕
    ▶︎ ऩܵҴڠ֕
    ▶︎ ൭ఽƗǫȎǴȎȜǙLjǓȏƥƛ୨θ֕
12. SUPINF Inc. // twitter.com/toricls Docker
    ୦ŵƓƫƆŸ෇
    
    DOCKER ƿʎųࢪࣇ
    ʐŵƝҜ˦ƘƀǀƗƀƕŹ
    Ruby 2.1 App Ruby 2.3 App Java 8 App EC2 Host Java 7 App
13. SUPINF Inc. // twitter.com/toricls "Build, Ship, and Run Any App, Anywhere" https://www.docker.com Docker
    ୦ŵƓƫƆŸ෇
    
    DOCKER ƛௐ́
    
14. SUPINF Inc. // twitter.com/toricls ɛƜƗƉǗȗǪǮƘ؟׾ƆƸƛŸ
15. SUPINF Inc. // twitter.com/toricls ƗƉǗȗǪǮӐ˥Ƙ؟׾ƆƸƛŸ "ƗǀŸǗȗǪǮųƎƘƜǹLJǧǬƄƗűƵƚ"
16. SUPINF Inc. // twitter.com/toricls ǹLJǧǬƄƗűׂƅŹƆƸͳϮƜʈƗƛŸ ȆǤȗƗdžǻȎǕȜǛȋȗ್ࣲƛ
    ǽǝǬǻȍǓǪLJǝƘ߁ƐƓűƗű Web
17. SUPINF Inc. // twitter.com/toricls
18. SUPINF Inc. // twitter.com/toricls ▶︎ ǟǧǬdžǧǻઈ͎̿ƛƌƮƘ
    ҫ୭ࣶƗ
    ǹǍȜȂǧǬƿʎűřǻȑǜNjǓǬƘډƄż̲ƼƐƌ್ࣲ ਾŹୟƆƸڪ೐ƕǗǝǬŹۋӑ͎ƂƹƓűƸ
    ▶︎ -1ƥƛ
    ʓґ೑ʜƿڞऺ͎
    Ƅřҩ଻ࢷЭ೐Ɣƛ
    १݁֕ƿۋш͎
    ƂƹƓűƸ
    ▶︎ ȆǤȗƗ
    ǓȍNJǭǻȍǧǬǹǍȜȄ
    ȥƥƛ
    ǫǻȑLj
    ƘౖƄƓŷƷřǙȜǴȜভࢪƱǛǝǪȄভࢪ ŹȧୟƔůƸ
    ▶︎ ್ࣲࢷЭƕۙࣘࢷЭƛ
    Ԏࣙƿۋӑೠ
    ƘƄřdžǜȎǪLJƿۋш͎ƆƸ
    ৻ৼࣶǫǻȑLj
    ŹΏ੧
    ▶︎ ǨȜȏřdžȜǑǪǓǥȇř್ࣲǻȍǓǪLJǝƿшԤƘрۅƆƸƀƕƗż
    ǝǕȜȏdžǧǻ
    ƔźƸ 12-Factor App
    ƘŷžƸ
    "ટű"
    džǻȎǕȜǛȋȗƛҥ਱ https://12factor.net/ja see also https://www.slideshare.net/AmazonWebServicesJapan/aws-black-belt-online-seminar-2017-docker-on-aws
19. SUPINF Inc. // twitter.com/toricls ƔřƖųƆƹƝűűƛŸ ǥȜȄʇ̛ƕǫȎǴȎȜ
    džǻȎǕȜǛȋȗ
    ోࣄ
    Ljȗǹȍݙ঵
    ƿڞऺƘƄřʈŹݸžƓűƸƛŸƿƜƐźƷƂƈƸ ǗȗǪǮƘ
    ౖƄƌ
20. SUPINF Inc. // twitter.com/toricls ƔřƖųƆƹƝűűƛŸ ǥȜȄʇ̛ƕǫȎǴȎȜ
    džǻȎǕȜǛȋȗ
    ోࣄ
    Ljȗǹȍݙ঵
    ƿڞऺƘƄřʈŹݸžƓűƸƛŸƿƜƐźƷƂƈƸ ǗȗǪǮƘ
    ౖƄƌ džǻȎઈʇƛ஋ƱోࣄƘƑűƓƜ
    ̫ƕ
    12-Factor App
    Ɣ஘ڞƂƹƓűƸƛƔ
    ɟڒƜȵƘǫȎǴȎȜƕLjȗǹȍƛ஋ƿƄƫƆ
21. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ
22. SUPINF Inc. // twitter.com/toricls ǗȗǪǮŹࣳМƆƸ̣ƛǫȎǴȎȜȆǫȏ
     ҩ଻ࢷЭ ǷȏǭնƛdžȜǪLJǹDžǓǬƛভࢪƱ
    ҩ೶ƛǫǻȑLj̅ࢪŹ
    džǻȎǕȜǛȋȗƁƕƘʊƷఢƫƹƓűƸƀƕŹхżř
    ţȆǫȏŤ͎ƂƹƌƯƛŹůƫƷƗűࢃׄ ţǫǻȑLjƜۙࣘࢷЭƔ
    git pullʂʯΈ͍ͨͳਓ΋ ͍ͨΓͯ͠ɺ ׂͱ΍ΜͪΌͯ͠Δײ͡
23. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ Registry ǗȗǪǮভࢪǨȜȏ
    
    ҩ଻ࢷЭ džȜǪLJǹDžǓǬਧźМƛȐǜǝǬȎř
    ǗȗǪǮƛҩ଻ƿভࢪƆƸǨȜȏŹࣳМƄř
    ǫǻȑLjƱȎȎȜǝƛȫ࣍Ƙţ˪఻୭க
    
    ȆǫȏŤŹ
    ࣁƫƹƌ
24. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ
    
    ݔୟ
    Registry 1. build 2. ship 2. ship 3. run Docker LjȅȜǜ ҥ਱Ƙ߁Ɛƌ
    ҩ଻ƿؙु "ҩ଻ҥ਱" ǗȗǪǮভࢪǨȜȏ
    
    ҩ଻ࢷЭ
25. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ
    
    ҩ଻ҥ਱
    Registry 2. ship "ҩ଻ҥ਱" ǗȗǪǮভࢪǨȜȏ
    
    ҩ଻ࢷЭ ƀƹƗǀƋ෇
26. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ
    
    ҩ଻ҥ਱
    ▶︎ ௰ƶƈƌű
    "MAICP
    LjȅȜǜ
    ▶︎ ऺʡƄƌű!.3ȅȆȎʎࣄಊ
    ▶︎ ࢷЭрٵƘƵƸdžǻȎǕȜǛȋȗƛ୸ҥʱ
    ▶︎ ȂNJȗǬƆƸǫLJȐǓǬȎ
    ▶︎ ˨್ƆƸȁȜǬ
    ▶︎ ǗȗǪǮƛȱƔ௰ƶƈƸǻȑǟǝƛҩ଻ǗȂȗǭřƗƖƗƖ ƖǀƗǗȗǪǮভࢪǨȜȏƿ
    ʎƐƓƯƨƩΝƅ ƀƛҥ਱ƕ
    Docker
    LjȅȜǜŹ
    ůƹƝҞ˦ƘΝƅǗȗǪǮƿʈԽƔƯ
    ௲̿ƔźƸ
27. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ
    
    ǗȗǪǮভࢪǨȜȏਯƛǫǻȑLjȆǫȏ
    Docker njȗǜȗ ΤʔδΣϯτత Կ͔ ȊȜǚȜŸƶƛ
    API
    ǗȜȏƿ
    ΃žɥžƸ
    ȂDZȜǜȇȜࣶƗʈŸ 1. "࣮ߦఆٛ"Λ࣮ߦʂ 3. ࢲͳʹ͔࢓ࣄ͋Γ·͢ʁ 2. ͸ʔ͍଴ͬͯͯͶ 4. ͜ͷ࣮ߦఆٛΑΖ͘͠ 5. ͜ͷΠϝʔδ͖࣋ͬͯͯ 6. docker pull 7. ͜Μͳײ͡Ͱ run ͯ͠ 8. runʂ ǿǝǬ Q. Ͳ͏Αʁ 9. ΦοέʔͰ͢ A. ॲཧதͰ͢ʔ 10. Ͳ͏Αʁ 11. ૸ͬͯ·ʔ͢ 0. "࣮ߦఆٛ"Λొ࿥ʂ
28. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
29. SUPINF Inc. // twitter.com/toricls ǗȗǪǮŹࣳМƆƸ̣ƛLjȗǹȍȆǫȏ Java App A Java App B Rails App A Nginx Name: Java A Name: Java B Name: Rails A ϗετ
30. SUPINF Inc. // twitter.com/toricls ǗȗǪǮŹࣳМƆƸ̣ƛLjȗǹȍȆǫȏ Java App A Java App B Rails App A Nginx Name: Java A Name: Java B Name: Rails A Auto-Scaled :D Rails App A Nginx Name: Rails A ϗετ
31. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ Rails App A Nginx Java App A Java App B Name: Instance Name: Instance ϗετ
32. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ Rails App A Nginx Auto-Scaled :D Rails App A Nginx Java App A Java App B Name: Instance Name: Instance ϗετ
33. SUPINF Inc. // twitter.com/toricls ϗετ ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ Rails App A Nginx Rails App A Nginx Java App A Name: Instance Name: Instance Out of Memory :x
34. SUPINF Inc. // twitter.com/toricls ϗετ Restarted :D ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ Rails App A Nginx Rails App A Nginx Java App A Java App B Name: Instance Name: Instance
35. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹
36. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ Auto-Scaled :D Auto-Scaled :D
37. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D
38. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹
39. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D
40. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D ǓȍǝǣȜ˦ʇƛ
    ȎǡȜǝɆ৙࢜Ź
    
    
    ƿ௳ŵƌඵ
41. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Instance :D
42. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D
43. SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛLjȗǹȍȆǫȏ
    
    ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ ҩ଻ҥ਱ƔǗȗǪǮŹքୟƗCPUƱȅȆȎƿ
    ڞुƆƸƀƕƘƵƷř
    ţɆ৙࢜ŤƕűųȅǬȎǓǝƔ
    ȎǡȜǝƛǝǕȜȎȗǔŹΏ੧ƘƗƐƌ
44. SUPINF Inc. // twitter.com/toricls Questions?
45. SUPINF Inc. // twitter.com/toricls ڪ೐ŹʉƐƌƶৼźƛȅȆۆźƔ஋Ɔ
46. SUPINF Inc. // twitter.com/toricls ǥȜȄʇ̛
    
    ǫȎǴȎȜ
     ▶︎ ǻȑǜNjǓǬƘډƄż̲ƼƐƌ್ࣲਾŹୟƆƸڪ೐ƕǗǝǬƿۋӑ͎ƆƸ
    ▶︎ ȑȜǏȏ್ࣲࢷЭƛݙ঵ŹҞ˦ƘƯƄżƜřƨƩ ઈ͎̿ƂƹƓűƸ
    ▶︎ ൰ƛƵųƘ೉ű׮ഭۆƿȃǝƗżҩ଻ƄƗűƕ̿ŸƗűdžǻȎǕȜǛȋȗƜřш؃ƛМΙʓґȍLjǺȍȎƱȃǭȏNJNjdžƛۅډŹǥȜȄȅȗ ǴȜŸƶօ౞ƂƹřƖǀƖǀ೨ੳ͎ƄƓűż
    ▶︎ ৻ৼࣶǫǻȑLjٵ̐řٵڪ೐ͣʂƔƛǫǻȑLj ƿ଻ŵƸʇ̛ƘƆƸ
    ▶︎ ৻ৼࣶƘǫǻȑLjƿ଻ųƌƮƘƜřǫǻȑLjŹઈ͎̿ƂƹƓűƸƀƕƕřǫǻȑLjƘύ഻ŹůƐƌƕźƘҜփƄƓשƈƸƀƕŹಈୟ
    ▶︎ ǗȜǭƿۆűƌۙɛŹۙࣘࢷЭƛǫǻȑLjƫƔ߲ż೑ƼƸ
    ▶︎ ǗȗǪǮƛ൭űȁȜǣǷȎǪLJƿࣁŸƆƕřքࡔࣶƘǗȜǭǽȜǝƥƛǥNjǧǓLjȗŸƶǫǻȑLjƫƔƛڪ೐ŹटਘƂƹƸ
    ▶︎ ್ࣲࢷЭƛǗȗǪǮŹƊƛƫƫۙࣘƔ̿żƄřƊųƗƸƵųƘdžǻȎǕȜǛȋȗƿʊƐƓűƸƜƇƗƛƔ
    ▶︎ LjȗǹȍnjȗǜǯdžƜǫǻȑLjƊƹઈʇƿ؇զƆƸƛƔƜƗżřʢഺ֕൭żઈ͎̿ƂƹƌǫǻȑLjڊ߆ƛݙ঵Ƙӊ֍ƆƸƦź
    ▶︎ ǫǻȑLjŹэٯƄƌƕźřрƗƯƛƿǫǻȑLjƄƓƄƫƐƌƕźƘƘƖųƱƐƓȎǴȜǬƆƸŸƕŸ
    džǻȎǕȜǛȋȗnjȗǜǯdžƕ͡ ̰ƄƓટűǵLjǻȍLjȗƿʊƸ
    ▶︎ űű
    "MAICP
    LjȅȜǜƛʊƷڊƿȟਊƘ਽ŵƓůſƓƯűűŸƯřLjȅȜǜʊƐƎưƐƓƯűűŸƯ
    ▶︎ Ɩƹƍž̵̰ƄƓƯύ഻ƜքƇ௲źƸ
    "ύ഻ƿ௲ƀƂƗűƌƮƛǥNjǧǓʇ̛ƱȏȜȏƿքୟɪȥƘƁƎưƁƎưƱƸ"
    ƀƕƵƷƯř"ύ഻Ź ࣲࣁƄƌƕźƘۋटƛȎȜǭǣLjȄƔʤބࡱƛdžǻȎǕȜǛȋȗƿǫǻȑLjƔźƸ"ƀƕƛڊŹٵ˒ʫಈୟƔƜƗŸƺųŸƕ
47. SUPINF Inc. // twitter.com/toricls ǥȜȄʇ̛
    
    ǫȎǴȎȜ
     ▶︎ ǷȏǭřȎȎȜǝřҩ଻ŹڞऺƘ̐ആƂƹƌǝǪȜǜƕƄƓ̿ż
    
    ▶︎ "
    ȂLjǔȐȜǛȋȗƜҩ଻ǹNjȜǞƔƜƗżȎȎȜǝƕҩ଻ƛ೐ƘґϺƆƸǝǪȜǜƕؤŵƸƦź
48. SUPINF Inc. // twitter.com/toricls ▶︎ ǗȜǭǽȜǝŹǴȜǜȋȗভࢪǛǝǪȄƛভࢪȦƘůƸ
    ▶︎ ȑǔƜݢࠑ̰̌ƘΡż
    ▶︎ džǻȎǕȜǛȋȗƛ؜̿рۅƜͳ̡ƕƄƓࢷЭрٵƔࠀƆ
    ▶︎ ǫǻȑLj˝ƛࢷЭƘʓґƄƌ୸ҥʱƕǫǻȑLjƛǗȗǪǑǝǬƿΝƅ"୸ҥ"ƕƄƓভࢪƆƸƕնƔǶLjLJƐƓƗƸ
    ▶︎ CE
    0?GJQ
    ƛ୸ҥǹDžLjȏƔűųƕƀƺƛ
    "ۙࣘƍƐƌƶƀƛǫȜǣǽȜǝ"
    ƛۆźڊƜࡽҥƛǛȜȗƔƑƶżƗƸƪƵ
    ▶︎ ǴǧǓnjȗǭǙȜǷǝʓґǙȜǷǝř"
    ƕŸǑȇǧǛȉǝǬȐȜǜƕŸ ƿҴڠƘ̑ƷۊŵƶƹƸƵųƘҩ୎ƂƹƓűƸ
    ▶︎ ۙࣘ
    "
    عৼ˝ƿрŵƵųƕƄƌڪƘǷȏǭŸƶƱƷइƆƛƜ஗ƐƓűƸ
    ▶︎ ఻Ԣƛ
    0?GJQ
    ƛ୸ҥǹDžLjȏƛŷʊ߆Ƙչųƕř"
    عৼ˝рۅƛƌƮƘǗȜǭǽȜǝȎȁǜǬȎ Ƙрۅƿ̲ŵƸքୟŹࣲࣁƄƓƄƫų
    ▶︎ ţȎȎȜǝŤǝǪȜǜƔ" عৼ˝ƛࢷЭрٵƿۆźهŵřţҩ଻ŤǝǪȜǜƔdžǻȎǕȜǛȋȗƿ௰ƶƈƸƛŹۓƫƄűƕƜ֒űƫƈǀŸ
    ▶︎ ǿǝǬȂǛȗƘʈŸƿەմƄƗű
    ▶︎ ţǿǝǬƛ
    '.
    ƜƀƹƔ̿űƓűƸƜƇඵŤƬƌűƗƛƕŸřǿǝǬƘࡽҥƛǫLJȐǓǬȎǹDžLjȏŹਧűƓůƸƜƇඵƕŸ
    ▶︎ ǫLJǝǓƘǹDžLjȏƿΡź̌ƂƗű
    ▶︎ ݹƛȎǓnjǝǬŹ۪ƌƕźƘƊƛǹDžLjȏŹґϺƆƸƀƕƿەմƄƗű
    ▶︎ ୟƜǝǕȜȏdžNJǬƔźƸƵųƘʊƶƹƓűƸƕűųƀƕ
    ▶︎ ʓґȍLjǺȍȎŹǵǧǕȜǜভࢪǨȜȏƗƖƿʎƐƓLjȗǝǬȜȏƔźƸƵųƘƗƐƓűƸ
    CE
    SLBJCP džǻȎǕȜǛȋȗ
    
49. SUPINF Inc. // twitter.com/toricls ▶︎ ್ࣲࢷЭƕۙࣘࢷЭƛԎࣙŹӒƗű
    ▶︎ CE
    ್ࣲࢷЭƜ
    1/*GRC
    ƍžƖۙࣘƜ
    .MQREPC1/*
    ƬƌűƗԎࣙƜdžǏȗ
    ▶︎ ௲̿ఽԽŹఽű
    ▶︎ ௲̿ڪƘȆȎȆȎ̅ࢪƿƱƸƵųƗƛƜ౞žƌű
    "
    ƛȂLjǔȐȜǛȋȗƕŸƜƊƯƊƯ௲̿̅ࢪƔƜƗű
    
    QCC
    ǥȜȄʇ̛ඹǫȎǴȎȜ
    ▶︎ ǛǔǮȏ1'%2#0+
    ƕŸ ƿ΃ž΂ƐƓƎưǀƕǔȐȜǝǹȏƘ৮ɅƔźƸ
    ▶︎ ઈఄƛݮ੧ƿȁȜǬƿ఻ƅƓ˨್ƆƸ džǻȎǕȜǛȋȗ
    
50. SUPINF Inc. // twitter.com/toricls ోࣄ
     ▶︎ ǗȗǪǮƛҩ଻ভࢪŹƔźƓűƸ
    ▶︎ ǨȜȏƜѝźƗƯƛƿʎŵƝűűƕ֒ų
    ▶︎ 51
    ȊȜǚȜƛМΙřȂǝǣȜDzȜǭਯƛভࢪǗǝǬƿױƐƓƔƯ
    #!1
    ɪуƛ౛؀੕ƿ਽ŵƸƌƮƘƜƊƹई֊ƛࢪࣇŹքୟ
    ▶︎ ভࢪǣǝǓƯҩ೶Ƙ௰ƶƈƸ
    "MAICP
    LjȅȜǜƕΝƅƯƛƿʎƐƓ଻ų
    ▶︎ ǗȜǭǽȜǝř୸ҥʱƗƖŹ˦ƓΝƅƍŹřǗȗǪǮƿ௰ƶƈƸڪƛǗȂȗǭƍž౐ųࣶƗ
    ▶︎ džǻȎǕȜǛȋȗҩ଻Ź
    @SLBJC
    CVCA
    P?GJQ
    Q
    
    Ɣř"
    ȂLjǔȐǛȜǛȋȗŹ
    @SLBJC
    CVCA
    P?GJQ
    B@KGEP?RC
    ƬƌűƗ
    ▶︎ ȅǬȎǓǝƛ΀ഁƿ଻ųnjȜǜNjȗǬƯǗȗǪǮƔƱƹƸƕűƺűƺҊƄű
    CE
    "?R?BME
    +?AICPCJ
    ▶︎ ȑǔ΀ഁ
    ▶︎ ǗȗǪǮƛկ̫Ɯ௰ƐƓűƸǻȑǟǝƛݢࠑ̰̌ƿƖƀŸƘǝǬȎȜȃȗǔƆƸƕƀƺƫƔ
    ▶︎ Ɗƛ˝ƛௐ́Ɯ̘ƛdžǻȎǕȜǛȋȗ?UQJMEQ
    $JSCLRB
    Ƙ௉ƼƈƸ
    ▶︎ ƖƀƔǗȗǪǮŹ̿űƓűƸŸƼŸƶƗűƀƕƿ̣لƘోࣄ୸୯ƆƸƀƕƿ୹ҴƆƸ
    ▶︎ ƖƀƔ̿żŸƼŸƶƗűƀƕƿ୹ҴƔźƸ
    ▶︎ ƖƀƔƯ̿ŸƈƸ
    ▶︎ ೷ҰࣲࣁڪƛռڔƘୟƆƸȎȜǭǣLjȄƿटਘƔźƸ
    ▶︎ ƼȜű
51. SUPINF Inc. // twitter.com/toricls ోࣄ
     ▶︎ !'!"ඵ৻ৼࣶǫȎǴȎȜඵƱƶƗűƛǤȅǠǧǣLj
    ▶︎ !.3ȅȆȎƛ̫ƷզƓƕŸƿƎưǀƕƱƐƓř׆ƫƄƱŸƗǗȗǪǮƿ̿ŸƆ
    ▶︎ ƀƀƛ̫ƷզƓƿƎưǀƕƱƹƓƗűƕǗȗǪǮƛ̙ࣄƘƵƸǗǝǬ̹࢜Źۋш͎ƔźƗű
    ▶︎ ƊƯƊƯΝƅǿǝǬƔ̿űƓűƸǗȗǪǮƂǀƌƎƘƕƐƓయֳ
    ▶︎ "MAICP
    njȗǜȗƛǻȑǟǝઈʇƯः୤Ӈ௃
    ǗȗǪǮভࢪǨȜȏƛnjȜǜNjȗǬ
    ŹȟਊƘ̿űƓűƸМΙƜƊƹƯः୤ƄƌڊŹƬǀƗԬƈ
    ▶︎ %MJ?LE
    ƔۆŸƹƌdžǻȎƛƵųƘͣȟƛǴLjǮȎƔ̿ʊƆƸdžǻȎǕȜǛȋȗƔƯřǗȗǪǮ͎ƄƓǫǻȑLjƆƸ
    ▶︎ SGJB
    1FGN
    0SL
    ƿɤƛdžǻȎǕȜǛȋȗƕ˪఻୭க
    Ȇǫȏ Ɣ଻ŵƸƀƕƘƵƸోࣄǗǝǬƛʃ߾
    ▶︎ ҢٰதɇŹ௲źƸƛƔůǀƫƷ߲żƜ୬ƹƗű
52. SUPINF Inc. // twitter.com/toricls Thank you :D