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

by Tori Hara

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮƘ؟׾ƄƌůƗƌƥ Yasuhiro HARA Mar 11, 2017

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SUPINF Inc. // twitter.com/toricls AGENDA ▶︎ Docker෇ǗȗǪǮ෇ ▶︎ ɛƜƗƉǗȗǪǮƘ؟׾ƆƸƛŸ ▶︎ ؟׾ƄƗűƌƮƘ

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SUPINF Inc. // twitter.com/toricls ۙڒƛǘȜȏ ůźƶƮƗűƔ

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SUPINF Inc. // twitter.com/toricls Docker ƛƀƕƿ֒ű̌ƄƫƄƴų

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SUPINF Inc. // twitter.com/toricls Docker୦ŵƓƫƆŸ෇ ǗȗǪǮƕVMƛ౐ű https://www.docker.com/what-container

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SUPINF Inc. // twitter.com/toricls Docker୦ŵƓƫƆŸ෇ ǗȗǪǮonAWS https://www.docker.com/what-container } { EC2 { Docker Τϯδϯ { Docker ίϯςφ

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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] ... Docker୦ŵƓƫƆŸ෇ 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

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SUPINF Inc. // twitter.com/toricls AMI (Amazon ϚγϯΠϝʔδ) Amazon EC2 Πϯελϯε RUN Docker୦ŵƓƫƆŸ෇ ţǈȅȜǜŤƕţǗȗǪǮŤ RUN Ɨ Docker ǈȅȜǜ Docker ǗȗǪǮ

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SUPINF Inc. // twitter.com/toricls Docker୦ŵƓƫƆŸ෇ ǗȗǪǮƿ̿ŸƆ Docker Hub / Docker Registry $ docker pull nginx:latest Ɨ $ docker run nginx:latest

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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;"] Docker୦ŵƓƫƆŸ෇ 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 ...

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SUPINF Inc. // twitter.com/toricls Docker୦ŵƓƫƆŸ෇ DOCKER ƿʎųࢪࣇ ▶︎ ǪǝǬƄƌǆȜǪǇǹǅǓǬƿƊƛƫƫǫǻȑǈƔźƸȁȜǣǷȎǪǇ ▶︎ ǆǻȎҩ଻ࢷЭƛҥ਱"MAICPDGJC ŹǴȜǜȋȗভࢪƔźƸǬȐȜǙǷȎǪǇ ▶︎ ɤƛǻȑǟǝŸƶ൭ԽƘ೴ആƂƹƌҩ଻ࢷЭ ▶︎ ǈȅȜǜ˪ۍƛহʛ֕ ▶︎ ӒƗűǎȜǴȜǼǧǭƔ൭ఽƘǆǻȎǕȜǛȋȗƿ௲̿ƔźƸʟ٭֕ ▶︎ ऩܵҴڠ֕ ▶︎ ൭ఽƗǫȎǴȎȜǙǈǓȏƥƛ୨θ֕

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SUPINF Inc. // twitter.com/toricls Docker୦ŵƓƫƆŸ෇ DOCKER ƿʎųࢪࣇʐŵƝҜ˦ƘƀǀƗƀƕŹ Ruby 2.1 App Ruby 2.3 App Java 8 App EC2 Host Java 7 App

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SUPINF Inc. // twitter.com/toricls "Build, Ship, and Run Any App, Anywhere" https://www.docker.com Docker୦ŵƓƫƆŸ෇ DOCKER ƛௐ́

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SUPINF Inc. // twitter.com/toricls ɛƜƗƉǗȗǪǮƘ؟׾ƆƸƛŸ

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SUPINF Inc. // twitter.com/toricls ƗƉǗȗǪǮӐ˥Ƙ؟׾ƆƸƛŸ "ƗǀŸǗȗǪǮųƎƘƜǹǇǧǬƄƗűƵƚ"

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SUPINF Inc. // twitter.com/toricls ǹǇǧǬƄƗűׂƅŹƆƸͳϮƜʈƗƛŸ ȆǤȗƗǆǻȎǕȜǛȋȗ್ࣲƛ ǽǝǬǻȍǓǪǇǝƘ߁ƐƓűƗű Web

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SUPINF Inc. // twitter.com/toricls

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SUPINF Inc. // twitter.com/toricls ▶︎ ǟǧǬǆǧǻઈ͎̿ƛƌƮƘҫ୭ࣶƗǹǍȜȂǧǬƿʎűřǻȑǜǋǓǬƘډƄż̲ƼƐƌ್ࣲ ਾŹୟƆƸڪ೐ƕǗǝǬŹۋӑ͎ƂƹƓűƸ ▶︎ -1ƥƛʓґ೑ʜƿڞऺ͎Ƅřҩ଻ࢷЭ೐Ɣƛ१݁֕ƿۋш͎ƂƹƓűƸ ▶︎ ȆǤȗƗǓȍǊǭǻȍǧǬǹǍȜȄȥƥƛǫǻȑǈƘౖƄƓŷƷřǙȜǴȜভࢪƱǛǝǪȄভࢪ ŹȧୟƔůƸ ▶︎ ್ࣲࢷЭƕۙࣘࢷЭƛԎࣙƿۋӑೠƘƄřǆǜȎǪǇƿۋш͎ƆƸ৻ৼࣶǫǻȑǈŹΏ੧ ▶︎ ǨȜȏřǆȜǑǪǓǥȇř್ࣲǻȍǓǪǇǝƿшԤƘрۅƆƸƀƕƗżǝǕȜȏǆǧǻƔźƸ 12-Factor AppƘŷžƸ"ટű"ǆǻȎǕȜǛȋȗƛҥ਱ https://12factor.net/ja see also https://www.slideshare.net/AmazonWebServicesJapan/aws-black-belt-online-seminar-2017-docker-on-aws

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SUPINF Inc. // twitter.com/toricls ƔřƖųƆƹƝűűƛŸ ǥȜȄʇ̛ƕǫȎǴȎȜ ǆǻȎǕȜǛȋȗ ోࣄ ǈȗǹȍݙ঵ ƿڞऺƘƄřʈŹݸžƓűƸƛŸƿƜƐźƷƂƈƸ ǗȗǪǮƘ ౖƄƌ

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SUPINF Inc. // twitter.com/toricls ƔřƖųƆƹƝűűƛŸ ǥȜȄʇ̛ƕǫȎǴȎȜ ǆǻȎǕȜǛȋȗ ోࣄ ǈȗǹȍݙ঵ ƿڞऺƘƄřʈŹݸžƓűƸƛŸƿƜƐźƷƂƈƸ ǗȗǪǮƘ ౖƄƌ ǆǻȎઈʇƛ஋ƱోࣄƘƑűƓƜ ̫ƕ12-Factor AppƔ஘ڞƂƹƓűƸƛƔ ɟڒƜȵƘǫȎǴȎȜƕǈȗǹȍƛ஋ƿƄƫƆ

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮŹࣳМƆƸ̣ƛǫȎǴȎȜȆǫȏ ҩ଻ࢷЭ ǷȏǭնƛǆȜǪǇǹǅǓǬƛভࢪƱ ҩ೶ƛǫǻȑǈ̅ࢪŹ ǆǻȎǕȜǛȋȗƁƕƘʊƷఢƫƹƓűƸƀƕŹхżř ţȆǫȏŤ͎ƂƹƌƯƛŹůƫƷƗűࢃׄ ţǫǻȑǈƜۙࣘࢷЭƔgit pullʂʯΈ͍ͨͳਓ΋ ͍ͨΓͯ͠ɺ ׂͱ΍ΜͪΌͯ͠Δײ͡

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ Registry ǗȗǪǮভࢪǨȜȏ ҩ଻ࢷЭ ǆȜǪǇǹǅǓǬਧźМƛȐǜǝǬȎř ǗȗǪǮƛҩ଻ƿভࢪƆƸǨȜȏŹࣳМƄř ǫǻȑǈƱȎȎȜǝƛȫ࣍Ƙţ˪఻୭கȆǫȏŤŹ ࣁƫƹƌ

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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

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ ҩ଻ҥ਱ Registry 2. ship "ҩ଻ҥ਱" ǗȗǪǮভࢪǨȜȏ ҩ଻ࢷЭ ƀƹƗǀƋ෇

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ ҩ଻ҥ਱ ▶︎ ௰ƶƈƌű"MAICPǈȅȜǜ ▶︎ ऺʡƄƌű!.3ȅȆȎʎࣄಊ ▶︎ ࢷЭрٵƘƵƸǆǻȎǕȜǛȋȗƛ୸ҥʱ ▶︎ ȂǊȗǬƆƸǫǇȐǓǬȎ ▶︎ ˨್ƆƸȁȜǬ ▶︎ ǗȗǪǮƛȱƔ௰ƶƈƸǻȑǟǝƛҩ଻ǗȂȗǭřƗƖƗƖ ƖǀƗǗȗǪǮভࢪǨȜȏƿ ʎƐƓƯƨƩΝƅ ƀƛҥ਱ƕDockerǈȅȜǜŹ ůƹƝҞ˦ƘΝƅǗȗǪǮƿʈԽƔƯ ௲̿ƔźƸ

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǫȎǴȎȜȆǫȏ ǗȗǪǮভࢪǨȜȏਯƛǫǻȑǈȆǫȏ Docker ǌȗǜȗ ΤʔδΣϯτత Կ͔ ȊȜǚȜŸƶƛ APIǗȜȏƿ ΃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

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ

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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

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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

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ Rails App A Nginx Java App A Java App B Name: Instance Name: Instance ϗετ

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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

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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

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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

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ Auto-Scaled :D Auto-Scaled :D

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D ǓȍǝǣȜ˦ʇƛ ȎǡȜǝɆ৙࢜Ź ƿ௳ŵƌඵ

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Instance :D

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ New Service :D

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SUPINF Inc. // twitter.com/toricls ǗȗǪǮڪɨƛǈȗǹȍȆǫȏ ǓȍǝǣȜ Cluster-Name: Some Project ෳ਺ͷϗετͷू߹ ҩ଻ҥ਱ƔǗȗǪǮŹքୟƗCPUƱȅȆȎƿ ڞुƆƸƀƕƘƵƷř ţɆ৙࢜ŤƕűųȅǬȎǓǝƔ ȎǡȜǝƛǝǕȜȎȗǔŹΏ੧ƘƗƐƌ

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SUPINF Inc. // twitter.com/toricls Questions?

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SUPINF Inc. // twitter.com/toricls ڪ೐ŹʉƐƌƶৼźƛȅȆۆźƔ஋Ɔ

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SUPINF Inc. // twitter.com/toricls ǥȜȄʇ̛ǫȎǴȎȜ ▶︎ 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 ▶︎ ǫǻȑǈŹэٯƄƌƕźřрƗƯƛƿǫǻȑǈƄƓƄƫƐƌƕźƘƘƖųƱƐƓȎǴȜǬƆƸŸƕŸǆǻȎǕȜǛȋȗǌȗǜǯǆƕ͡ ̰ƄƓટűǵǈǻȍǈȗƿʊƸ ▶︎ űű"MAICPǈȅȜǜƛʊƷڊƿȟਊƘ਽ŵƓůſƓƯűűŸƯřǈȅȜǜʊƐƎưƐƓƯűűŸƯ ▶︎ Ɩƹƍž̵̰ƄƓƯύ഻ƜքƇ௲źƸ"ύ഻ƿ௲ƀƂƗűƌƮƛǥǋǧǓʇ̛ƱȏȜȏƿքୟɪȥƘƁƎưƁƎưƱƸ"ƀƕƵƷƯř"ύ഻Ź ࣲࣁƄƌƕźƘۋटƛȎȜǭǣǈȄƔʤބࡱƛǆǻȎǕȜǛȋȗƿǫǻȑǈƔźƸ"ƀƕƛڊŹٵ˒ʫಈୟƔƜƗŸƺųŸƕ

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SUPINF Inc. // twitter.com/toricls ǥȜȄʇ̛ǫȎǴȎȜ ▶︎ ǷȏǭřȎȎȜǝřҩ଻ŹڞऺƘ̐ആƂƹƌǝǪȜǜƕƄƓ̿ż ▶︎ " ȂǈǔȐȜǛȋȗƜҩ଻ǹǋȜǞƔƜƗżȎȎȜǝƕҩ଻ƛ೐ƘґϺƆƸǝǪȜǜƕؤŵƸƦź

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SUPINF Inc. // twitter.com/toricls ▶︎ ǗȜǭǽȜǝŹǴȜǜȋȗভࢪǛǝǪȄƛভࢪȦƘůƸ ▶︎ ȑǔƜݢࠑ̰̌ƘΡż ▶︎ ǆǻȎǕȜǛȋȗƛ؜̿рۅƜͳ̡ƕƄƓࢷЭрٵƔࠀƆ ▶︎ ǫǻȑǈ˝ƛࢷЭƘʓґƄƌ୸ҥʱƕǫǻȑǈƛǗȗǪǑǝǬƿΝƅ"୸ҥ"ƕƄƓভࢪƆƸƕնƔǶǈǇƐƓƗƸ ▶︎ CE0?GJQƛ୸ҥǹǅǈȏƔűųƕƀƺƛ"ۙࣘƍƐƌƶƀƛǫȜǣǽȜǝ"ƛۆźڊƜࡽҥƛǛȜȗƔƑƶżƗƸƪƵ ▶︎ ǴǧǓǌȗǭǙȜǷǝʓґǙȜǷǝř" ƕŸǑȇǧǛȉǝǬȐȜǜƕŸ ƿҴڠƘ̑ƷۊŵƶƹƸƵųƘҩ୎ƂƹƓűƸ ▶︎ ۙࣘ" عৼ˝ƿрŵƵųƕƄƌڪƘǷȏǭŸƶƱƷइƆƛƜ஗ƐƓűƸ ▶︎ ఻Ԣƛ0?GJQƛ୸ҥǹǅǈȏƛŷʊ߆Ƙչųƕř" عৼ˝рۅƛƌƮƘǗȜǭǽȜǝȎȁǜǬȎ Ƙрۅƿ̲ŵƸքୟŹࣲࣁƄƓƄƫų ▶︎ ţȎȎȜǝŤǝǪȜǜƔ" عৼ˝ƛࢷЭрٵƿۆźهŵřţҩ଻ŤǝǪȜǜƔǆǻȎǕȜǛȋȗƿ௰ƶƈƸƛŹۓƫƄűƕƜ֒űƫƈǀŸ ▶︎ ǿǝǬȂǛȗƘʈŸƿەմƄƗű ▶︎ ţǿǝǬƛ'.ƜƀƹƔ̿űƓűƸƜƇඵŤƬƌűƗƛƕŸřǿǝǬƘࡽҥƛǫǇȐǓǬȎǹǅǈȏŹਧűƓůƸƜƇඵƕŸ ▶︎ ǫǇǝǓƘǹǅǈȏƿΡź̌ƂƗű ▶︎ ݹƛȎǓǌǝǬŹ۪ƌƕźƘƊƛǹǅǈȏŹґϺƆƸƀƕƿەմƄƗű ▶︎ ୟƜǝǕȜȏǆǊǬƔźƸƵųƘʊƶƹƓűƸƕűųƀƕ ▶︎ ʓґȍǈǺȍȎŹǵǧǕȜǜভࢪǨȜȏƗƖƿʎƐƓǈȗǝǬȜȏƔźƸƵųƘƗƐƓűƸCE SLBJCP ǆǻȎǕȜǛȋȗ

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SUPINF Inc. // twitter.com/toricls ▶︎ ್ࣲࢷЭƕۙࣘࢷЭƛԎࣙŹӒƗű ▶︎ CE್ࣲࢷЭƜ1/*GRCƍžƖۙࣘƜ.MQREPC1/*ƬƌűƗԎࣙƜǆǏȗ ▶︎ ௲̿ఽԽŹఽű ▶︎ ௲̿ڪƘȆȎȆȎ̅ࢪƿƱƸƵųƗƛƜ౞žƌű" ƛȂǈǔȐȜǛȋȗƕŸƜƊƯƊƯ௲̿̅ࢪƔƜƗűQCCǥȜȄʇ̛ඹǫȎǴȎȜ ▶︎ ǛǔǮȏ1'%2#0+ƕŸ ƿ΃ž΂ƐƓƎưǀƕǔȐȜǝǹȏƘ৮ɅƔźƸ ▶︎ ઈఄƛݮ੧ƿȁȜǬƿ఻ƅƓ˨್ƆƸ ǆǻȎǕȜǛȋȗ

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SUPINF Inc. // twitter.com/toricls ోࣄ ▶︎ ǗȗǪǮƛҩ଻ভࢪŹƔźƓűƸ ▶︎ ǨȜȏƜѝźƗƯƛƿʎŵƝűűƕ֒ų ▶︎ 51ȊȜǚȜƛМΙřȂǝǣȜǲȜǭਯƛভࢪǗǝǬƿױƐƓƔƯ#!1ɪуƛ౛؀੕ƿ਽ŵƸƌƮƘƜƊƹई֊ƛࢪࣇŹքୟ ▶︎ ভࢪǣǝǓƯҩ೶Ƙ௰ƶƈƸ"MAICPǈȅȜǜƕΝƅƯƛƿʎƐƓ଻ų ▶︎ ǗȜǭǽȜǝř୸ҥʱƗƖŹ˦ƓΝƅƍŹřǗȗǪǮƿ௰ƶƈƸڪƛǗȂȗǭƍž౐ųࣶƗ ▶︎ ǆǻȎǕȜǛȋȗҩ଻Ź@SLBJCCVCAP?GJQQƔř" ȂǈǔȐǛȜǛȋȗŹ@SLBJCCVCAP?GJQB@KGEP?RCƬƌűƗ ▶︎ ȅǬȎǓǝƛ΀ഁƿ଻ųǌȜǜǋȗǬƯǗȗǪǮƔƱƹƸƕűƺűƺҊƄűCE"?R?BME+?AICPCJ ▶︎ ȑǔ΀ഁ ▶︎ ǗȗǪǮƛկ̫Ɯ௰ƐƓűƸǻȑǟǝƛݢࠑ̰̌ƿƖƀŸƘǝǬȎȜȃȗǔƆƸƕƀƺƫƔ ▶︎ Ɗƛ˝ƛௐ́Ɯ̘ƛǆǻȎǕȜǛȋȗ?UQJMEQ$JSCLRBƘ௉ƼƈƸ ▶︎ ƖƀƔǗȗǪǮŹ̿űƓűƸŸƼŸƶƗűƀƕƿ̣لƘోࣄ୸୯ƆƸƀƕƿ୹ҴƆƸ ▶︎ ƖƀƔ̿żŸƼŸƶƗűƀƕƿ୹ҴƔźƸ ▶︎ ƖƀƔƯ̿ŸƈƸ ▶︎ ೷ҰࣲࣁڪƛռڔƘୟƆƸȎȜǭǣǈȄƿटਘƔźƸ ▶︎ ƼȜű

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SUPINF Inc. // twitter.com/toricls ోࣄ ▶︎ !'!"ඵ৻ৼࣶǫȎǴȎȜඵƱƶƗűƛǤȅǠǧǣǈ ▶︎ !.3ȅȆȎƛ̫ƷզƓƕŸƿƎưǀƕƱƐƓř׆ƫƄƱŸƗǗȗǪǮƿ̿ŸƆ ▶︎ ƀƀƛ̫ƷզƓƿƎưǀƕƱƹƓƗűƕǗȗǪǮƛ̙ࣄƘƵƸǗǝǬ̹࢜Źۋш͎ƔźƗű ▶︎ ƊƯƊƯΝƅǿǝǬƔ̿űƓűƸǗȗǪǮƂǀƌƎƘƕƐƓయֳ ▶︎ "MAICPǌȗǜȗƛǻȑǟǝઈʇƯः୤Ӈ௃ǗȗǪǮভࢪǨȜȏƛǌȜǜǋȗǬŹȟਊƘ̿űƓűƸМΙƜƊƹƯः୤ƄƌڊŹƬǀƗԬƈ ▶︎ %MJ?LEƔۆŸƹƌǆǻȎƛƵųƘͣȟƛǴǈǮȎƔ̿ʊƆƸǆǻȎǕȜǛȋȗƔƯřǗȗǪǮ͎ƄƓǫǻȑǈƆƸ ▶︎ SGJB1FGN0SLƿɤƛǆǻȎǕȜǛȋȗƕ˪఻୭கȆǫȏ Ɣ଻ŵƸƀƕƘƵƸోࣄǗǝǬƛʃ߾ ▶︎ ҢٰதɇŹ௲źƸƛƔůǀƫƷ߲żƜ୬ƹƗű

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