20年以上続く PHP 大規模プロダクトを Kubernetes へ ── クラウド基盤刷新プロジェクトの4年間

PHPerKaigi 2026の発表資料です
https://fortee.jp/phperkaigi-2026/proposal/9dec43e0-0dd2-49cc-90b9-113d7749e153

- MASH弦楽団
https://mashdjango.com/

- 基盤側のNecoプロジェクト概要
https://blog.cybozu.io/entry/ever-lasting-neco

- 2022年にPHP Conferenceでの発表資料
https://speakerdeck.com/oogfranz/garoon-on-kubernetes

- 山本の公理
https://www.slideshare.net/slideshow/cybozucom-14446847/14446847

- Garoonにおけるジョブキュー切り替えの挑戦
https://blog.cybozu.io/entry/2024/08/19/155441

- DIコンテナの導入について
https://speakerdeck.com/ynkt/sok-gai-shan-shi-bai-karaxue-bu-regasipurodakutonili-tixiang-kautimuzuo-ri?slide=23

- PHP-FPMからOpenMetrics形式でメトリクス取得するときに遭遇した落とし穴と外部ツールを使った場合との比較
https://blog.cybozu.io/entry/2025/09/29/170000

- 開発者が運用を理解するための第一歩 -PHPのスローログを観測可能にしてみた-
https://blog.cybozu.io/entry/2025/10/20/170000

- 倍速会議
https://baisoku-kaigi.plural-reality.com/

Transcript

1. 20೥Ҏ্ଓ͘ PHP େن໛ϓϩμΫτΛ Kubernetes ΁ Ϋϥ΢υج൫࡮৽ϓϩδΣΫτͷ4೥ؒ PHPerKaigi 2026 ͗͢΍·ˏMASHݭָஂ
2. Whoami • ਿࢁ ༞Ұ @oogFranz • αΠϘ΢ζͰେاۀ޲͚άϧʔϓ΢ΣΞ Garoon (Ψϧʔϯ) ࡞ͬͯΔ • δϓγʔδϟζόϯυ MASHݭָஂ ͷϕʔε 
3. αΠϘ΢ζ Garoon • େاۀ޲͚ͷάϧʔϓ΢ΣΞ • ϦϦʔε20೥Ҏ্ʂ • PHPͱMySQLͰಈ͘ • ύοέʔδ൛ͱΫϥ΢υ൛͕͋Δ 
4. αΠϘ΢ζ Garoon • େاۀ޲͚ͷάϧʔϓ΢ΣΞ • ϦϦʔε20೥Ҏ্ʂ • PHPͱMySQLͰಈ͘ • ύοέʔδ൛ͱΫϥ΢υ൛͕͋Δ 
5. cybozu.com • αΠϘ΢ζ͕ఏڙ͢Δɺ • kintone • Garoon • αΠϘ΢ζ Of fi ce • ϝʔϧϫΠζ • Λ҆શ͔ͭԁ׈ʹར༻͢ΔͨΊͷ BtoBͷ Ϋϥ΢υج൫ • 2011೥ఏڙ։࢝ 
6. Neco: Ϋϥ΢υΠϯϑϥج൫࡮৽ϓϩδΣΫτ • cybozu.comͷΫϥ΢υج൫Λ1͔Β࡞Γ௚͠ • ج൫ͷ։ൃ͸2018೥ʹ։࢝ɻ2021೥ʹҰ୴׬ྃʂ • https://blog.cybozu.io/entry/ever-lasting-neco 
7. Neco: Ϋϥ΢υΠϯϑϥج൫࡮৽ϓϩδΣΫτ • cybozu.comͷΫϥ΢υج൫Λ1͔Β࡞Γ௚͠ • ج൫ͷ։ൃ͸2018೥ʹ։࢝ɻ2021೥ʹҰ୴׬ྃʂ • https://blog.cybozu.io/entry/ever-lasting-neco  (BSPPOͷҠߦΛ೥݄͔Βελʔτʂ
8. Neco: Ϋϥ΢υΠϯϑϥج൫࡮৽ϓϩδΣΫτ • cybozu.comͷΫϥ΢υج൫Λ1͔Β࡞Γ௚͠ • ج൫ͷ։ൃ͸2018೥ʹ։࢝ɻ2021೥ʹҰ୴׬ྃʂ • https://blog.cybozu.io/entry/ever-lasting-neco  (BSPPOͷҠߦΛ೥݄͔Βελʔτʂ /FDPҠߦΛߦ͏5TVLJNJνʔϜΛ݁੒ʂ🌙
9.  https://speakerdeck.com/oogfranz/garoon-on-kubernetes
10.  https://speakerdeck.com/oogfranz/garoon-on-kubernetes
11.  https://speakerdeck.com/oogfranz/garoon-on-kubernetes
12. Ռͨͯ͠Ҡߦ͸Ͱ͖ͨͷ͔ʁ
13. 2026೥1݄ʹશސ٬؀ڥ͕Neco΁Ҡߦʂ • ΄΅ܭը௨Γʂʢ1ϲ݄͚ͩ଍͕Ͱͨʣ • Ҡߦ࣌͸΄΅τϥϒϧͳ͠ʂ • ϢʔβʔʹΠϯϑϥ͕੾ΓସΘͬͨ͜ͱΛ ؾ͕͔ͭΕͣʹ׬ྃ 
14. 2026೥1݄ʹશސ٬؀ڥ͕Neco΁Ҡߦʂ • ΄΅ܭը௨Γʂʢ1ϲ݄͚ͩ଍͕Ͱͨʣ • Ҡߦ࣌͸΄΅τϥϒϧͳ͠ʂ • Ϣʔβʔʹ͸Πϯϑϥ͕੾ΓସΘͬͨ͜ͱ͸ؾ͕͔ͭ Εͣʹ׬ྃ  👏👏👏👏👏👏👏👏
    🎉🎉🎉🎉🎉🎉🎉🎉
15. ೥΋ͷؒͳʹΛ͍ͯͨ͠ͷ͔ʁ
16. ໨࣍ • ͳͥNecoҠߦ͕ඞཁͩͬͨͷ͔ • NecoͷίΞίϯηϓτ • GaroonΛNecoͰಈ͔͢ํ๏ • NecoҠߦͰඞཁͩͬͨ͜ͱ9બ • νʔϜϦʔμʔͰҭٳΛऔಘͨ͠࿩ • ͦͯ͠Ҡߦ΁ 
17. ໨࣍ • ͳͥNecoҠߦ͕ඞཁͩͬͨͷ͔ • NecoͷίΞίϯηϓτ • GaroonΛNecoͰಈ͔͢ํ๏ • NecoҠߦͰඞཁͩͬͨ͜ͱ9બ • νʔϜϦʔμʔͰҭٳΛऔಘͨ͠࿩ • ͦͯ͠Ҡߦ΁ 
18. ͳͥNecoҠߦ͕ඞཁͩͬͨͷ͔
19. Forestͱ͸ • 2011೥ʹαʔϏε։࢝ ͨ͠cybozu.com༻ͷࣗࣾσʔληϯλʔ • 10୆ఔ౓ͷVMΛ1ηοτʹͯ͠ߏ੒ ʢApplication, DB, ϑΝΠϧαʔό…ʣ • 1ηοτʹෳ਺ͷυϝΠϯΛऩ༰ʢϚϧνςφϯτʣ • ߏஙʹܞΘͬͨ৿̋͞Μͷ໊લ͔ΒForestͱݺ͹ΕΔ 
20. Forestͷߏ੒  "1 "1 (BSPPOɹ .Z42- LJOUPOFɹ .Z42- ϑΝΠϧ αʔό &MBTUJDTFB SDI "1 "1 (BSPPOɹ .Z42- LJOUPOFɹ .Z42- ϑΝΠϧ αʔό &MBTUJDTFB SDI "1 "1 (BSPPOɹ .Z42- LJOUPOFɹ .Z42- ϑΝΠϧ αʔό &MBTUJDTFB SDI "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό
21. Forest ͷ՝୊ • εέʔϥϏϦςΟ͕௿͍ • ϝϯςφϯεੑ͕௿͍ • Ϧιʔεޮ཰͕ѱ͍ • ։ൃͱӡ༻ͷؒʹน • αʔϏεͷߏ੒มߋ͕ࠔ೉ 
22. εέʔϥϏϦςΟ͕௿͍ • ForestͰͷεέʔϧɿ Ϣʔβʔ૿Ճʹ൐͍ɺVMͷηοτΛ૿΍͍ͯͨ͠ • VMͷηοτͷ਺͕3ܻΛ௒͑Δ͘Β͍ • VMͷ਺͸4ܻΛ௒͑ͨ 
23. εέʔϥϏϦςΟ͕௿͍ • ForestͰͷεέʔϧɿ Ϣʔβʔ૿Ճʹ൐͍ɺVMͷηοτΛ૿΍͍ͯͨ͠ • VMͷηοτͷ਺͕3ܻΛ௒͑Δ͘Β͍ • VMͷ਺͸4ܻΛ௒͑ͨ  7.ͷϝϯςφϯείετ͕૿͑Δ
24. εέʔϥϏϦςΟ͕௿͍ • ForestͰͷεέʔϧɿ Ϣʔβʔ૿Ճʹ൐͍ɺVMͷηοτΛ૿΍͍ͯͨ͠ • VMͷηοτͷ਺͕3ܻΛ௒͑Δ͘Β͍ • VMͷ਺͸4ܻΛ௒͑ͨ  7.ͷϝϯςφϯείετ͕૿͑Δ μ΢ϯλΠϜ΋૿͑Δ
25. ϝϯςφϯεੑ͕௿͍ • Ұ෦ͷେܕސ٬޲͚ʹVMηοτ͝ͱͷઃఆ͕ҟͳΔ • ઃఆͷมߋΛͰ͖Δͷ͸ӡ༻νʔϜ • PHP-FPMͷઃఆ΋GaroonνʔϜ͔Βӡ༻νʔϜʹ มߋґཔΛग़͍ͯͨ͠ 
26. Ϧιʔεޮ཰͕ѱ͍ • APͱDB, ݕࡧαʔϏεͳͲͰεέʔϧΞοϓ͍͖͍ͯͨ͠ཁٻ͸ ҧ͏ • DB͸͍ͬͺ͍͕ͩɺAP͸͔͔͢͢ɺΈ͍ͨͳ͜ͱ΋͋Δɻ • Garoon͚ͩͰͳ͘kintoneͳͲͷଞͷαʔϏε΋ಉ͡VMͰಈ͍ ͍ͯΔͷͰɺkintone͸͍ͬͺ͍͕ͩGaroon͸͔͔͢͢Έ͍ͨͳ ͜ͱ΋͋Δ 
27. ։ൃͱӡ༻ͷؒͷน • ։ൃϝϯόʔ͸ීஈͷӡ༻ۀ຿Λ͠Βͳ͍ • ӡ༻ϝϯόʔ͸ΞϓϦέʔγϣϯͷ஌͕ࣝͳ͍ • Ҏલ͸։ൃຊ෦ͱӡ༻ຊ෦ͷؒʹ΋ ΦϑΟε಺ʹ෺ཧతͳน͕͋ͬͨ 
28. αʔϏεͷߏ੒มߋ͕ࠔ೉ • VMηοτʹVMΛ௥Ճ͢Δͷ͸ࢸ೉ͷۀ • αʔϏεͷσϓϩΠϑϩʔͷมߋ΋ࢸ೉ͷۀ • ӡ༻νʔϜ΁౎౓ґཔΛ౤͛Δඞཁ͕͋Δ • ؆୯ʹ࡞ͬͯࢼͯ͠ɺ͸೉͍͠ 
29. Forest ͷ՝୊ • εέʔϥϏϦςΟ͕௿͍ • ϝϯςφϯεੑ͕௿͍ • Ϧιʔεޮ཰͕ѱ͍ • ։ൃͱӡ༻ͷؒʹน • αʔϏεͷߏ੒มߋ͕ࠔ೉ 
30. Forest ͷ՝୊ • εέʔϥϏϦςΟ͕௿͍ • ϝϯςφϯεੑ͕௿͍ • Ϧιʔεޮ཰͕ѱ͍ • ։ൃͱӡ༻ͷؒʹน • αʔϏεͷߏ੒มߋ͕ࠔ೉  Ϣʔβʔ૿Ճʹͱ΋ͳ͍ӡ༻ͷݶք͕ݟ͍͑ͯͨ
31. ͳͥVMͰͷӡ༻͸ݶքͩͬͨͷ͔ʁ • VMͰͷӡ༻͸VM͕յΕΔ͜ͱ͸ҟৗࣄଶ • ΦϖϨʔγϣϯ͸৻ॏʹࠩ෼Λߟ͑ͯܭը͢Δ ΦϖϨʔγϣϯͷ෭࡞༻΋ߟྀ͕ඞཁ 9
32. 9 https://www.slideshare.net/slideshow/cybozucom-14446847/14446847 p8 ΑΓ
33. ػց͸յΕΔ • VM΋ඞͣյΕΔ • յΕΔ͜ͱΛҟৗࣄଶʹ͍ͯ͠Δͱɺ յΕͨΒͦͷ··ো֐ʹͳΓ΍͍͢ 9
34. ͳͥVMͰͷӡ༻͸ݶքͩͬͨͷ͔ʁ • VMͰͷӡ༻͸VM͕յΕΔ͜ͱ͸ҟৗࣗମ • ΦϖϨʔγϣϯ͸৻ॏʹࠩ෼Λߟ͑ͯܭը͢Δɻ ΦϖϨʔγϣϯͷ෭࡞༻΋ߟྀ͕ඞཁ 9
35. VMͰͷΦϖϨʔγϣϯ 9 4FSWJDF
    " 4FSWJDF
    # • Service A ͕ Service BΛݺͼग़͍ͯ͠Δ • Service BΛߋ৽͍ͨ͠
36. VMͰͷΦϖϨʔγϣϯ 9 4FSWJDF
    " 4FSWJDF
    # • ୯ʹService BΛࢭΊΔͯߋ৽͢Δͱɻɻɻʁ
37. VMͰͷΦϖϨʔγϣϯ 9 4FSWJDF
    " 4FSWJDF
    # • ୯ʹService BΛࢭΊΔͯߋ৽͢Δͱɻɻɻʁ • Service AʹΞΫηε͕͋ΔͱService A͕ࢭ·Δ
38. VMͰͷΦϖϨʔγϣϯ 9 4FSWJDF
    " 4FSWJDF
    # • ୯ʹService BΛࢭΊΔͯߋ৽͢Δͱɻɻɻʁ • Service AʹΞΫηε͕͋ΔͱService A͕ࢭ·Δ 4FSWJDF
    #ͷӡ༻ͷͨΊʹ͸
    4FSWJDF
    "͕࢖͍ͬͯΔ͜ͱΛ஌Βͳ͍ͱμϝ
39. VMͰͷΦϖϨʔγϣϯ 9 4FSWJDF
    " 4FSWJDF
    # • ୯ʹService BΛࢭΊΔͯߋ৽͢Δͱɻɻɻʁ • Service AʹΞΫηε͕͋ΔͱService A͕ࢭ·Δ 4FSWJDF
    #ͷӡ༻ͷͨΊʹ͸
    4FSWJDF
    "͕࢖͍ͬͯΔ͜ͱΛ஌Βͳ͍ͱμϝ αʔϏε͕ͨ͘͞Μ͋ͬͨΒʁ
40. ͳͥVMͰͷӡ༻͸ݶքͩͬͨͷ͔ʁ • VMͰͷӡ༻͸VM͕յΕΔ͜ͱ͸ҟৗࣗମ • ΦϖϨʔγϣϯ͸৻ॏʹࠩ෼Λߟ͑ͯܭը͢Δɻ ΦϖϨʔγϣϯͷ෭࡞༻΋ߟྀ͕ඞཁ 9
41. ͳͥVMͰͷӡ༻͸ݶքͩͬͨͷ͔ʁ • VMͰͷӡ༻͸VM͕յΕΔ͜ͱ͸ҟৗࣗମ • ΦϖϨʔγϣϯ͸৻ॏʹࠩ෼Λߟ͑ͯܭը͢Δɻ ΦϖϨʔγϣϯͷ෭࡞༻΋ߟྀ͕ඞཁ 9 ӡ༻ͷύϥμΠϜγϑτ͕ඞཁͩͬͨ
42. ͳͥVMͰͷӡ༻͸ݶքͩͬͨͷ͔ʁ • VMͰͷӡ༻͸VM͕յΕΔ͜ͱ͸ҟৗࣗମ • ΦϖϨʔγϣϯ͸৻ॏʹࠩ෼Λߟ͑ͯܭը͢Δɻ ΦϖϨʔγϣϯͷ෭࡞༻΋ߟྀ͕ඞཁ 9 /FDPͰ͢ɻΑΖ͓͘͠Ͷ͕͍͠·͢ɻ
43. Forest ͷ՝୊ • εέʔϥϏϦςΟ͕௿͍ • ϝϯςφϯεੑ͕௿͍ • Ϧιʔεޮ཰͕ѱ͍ • ։ൃͱӡ༻ͷؒʹน • αʔϏεͷߏ੒มߋ͕ࠔ೉  Ϣʔβʔ૿Ճʹͱ΋ͳ͍ӡ༻ͷݶք͕ݟ͍͑ͯͨ /FDPͰ͢ɻΑΖ͓͘͠Ͷ͕͍͠·͢ɻ
44. ໨࣍ • ͳͥNecoҠߦ͕ඞཁͩͬͨͷ͔ • NecoͷίΞίϯηϓτ • PHPΞϓϦέʔγϣϯΛNecoͰಈ͔͢ํ๏ • NecoҠߦͰඞཁͩͬͨ͜ͱ9બ • νʔϜϦʔμʔͰҭٳΛऔಘͨ͠࿩ • ͦͯ͠Ҡߦ΁ 
45. NecoͷίΞίϯηϓτ
46.  Kubernetes GitOps
47.  Kubernetes GitOps
48. Kubernetesͱ͸ • Ϋόωςεͱ͔Ϋʔόωςεͱ͔ɺ έʔΤΠπͱ͔ΩϡʔόωΟςΟεͬͯಡΉ • εϖϧ͕೉͍͠ͷͰɺΑ͘K8s, k8sͳͲͱॻ͔ΕΔ • ίϯςφԽ͞ΕͨΞϓϦέʔγϣϯΛ ؅ཧɾӡ༻͢ΔϓϥοτϑΥʔϜ ʢʹίϯςφΦʔέετϨʔγϣϯπʔϧʣ 
49. ༨ஊ 9
50. ༨ஊ 9 ಡΈํΘ͔Μͳ͍
51. Pod • Pod ͸ 1ͭҎ্ͷίϯςφʢΠϝʔδʣΛ·ͱΊ࣮ͯߦ͢Δ • GaroonͷPod͸php-fpmͷίϯςφͱnginxͷίϯςφͳͲΛ࣋ͭ • 1ͭͷίϯςφʹ1ͭͷϓϩάϥϜΛׂΓ౰ͯΔ ϓϥΫςΟε͕஌ΒΕΔ • ಉ͡Pod಺ͷίϯςφ͸ωοτϫʔΫ΍ϘϦϡʔϜΛڞ༗ 
52. Pod͸͙͢ࢮ͵લఏͰಈ͔͢ • VM͸յΕΔ͜ͱ͕ҟৗࣄଶɻগ਺ਫ਼ӶͷVM͕ಈ͘ɻ • Pod͸໰୊͕ى͖ΔલఏͰͨ͘͞Μಈ͔͢ɻ • Podʹ໰୊͕ى͖ͨΒɺୀආͤͯ͞ɺ৽͍͠PodΛ࡞੒͢Δ • ࣮ࡍʹίϯςφ͕੬͙ͯ͘͢ࢮ͵ɺͱ͍͏ΑΓ΋ ίϯςφ͕͍ͭࢮΜͰ΋ྑ͍લఏͰઃܭ͠Α͏ɺͱݴ͏͓࿩ɻ 
53. Pod͸͙͢ࢮ͵લఏͰಈ͔͢ • VM͸յΕΔ͜ͱ͕ҟৗࣄଶɻগ਺ਫ਼ӶͷVM͕ಈ͘ɻ • Pod͸໰୊͕ى͖ΔલఏͰͨ͘͞Μಈ͔͢ɻ • Podʹ໰୊͕ى͖ͨΒɺୀආͤͯ͞ɺ৽͍͠PodΛ࡞੒͢Δ • ࣮ࡍʹίϯςφ͕੬͙ͯ͘͢ࢮ͵ɺͱ͍͏ΑΓ΋ ίϯςφ͕͍ͭࢮΜͰ΋ྑ͍લఏͰઃܭ͠Α͏ɺͱݴ͏͓࿩ɻ  ύοέʔδͰ࢝·ͬͨ(BSPPOʹ͸
    ͦΜͳલఏ͸ͳ͔ͬͨ
54. ʮϖοτʯͱʮՈசʯͷൺᄻ • VM1୆1୆ʹݸੑ͕͋Δ • յΕͳ͍Α͏ʹஸೡʹӡ༻ • 9 • ಉ͡PodΛͨ͘͞Μ࡞੒ ͢Δ • Pod͕յΕΔલఏͰӡ༻ • 'PSFTU /FDP
55. ʮϖοτʯͱʮՈசʯͷൺᄻ • VM1୆1୆ʹݸੑ͕͋Δ • յΕͳ͍Α͏ʹஸೡʹӡ༻ • 9 • ಉ͡PodΛͨ͘͞Μ࡞੒ ͢Δ • Pod͕յΕΔલఏͰӡ༻ • 'PSFTU /FDP /FDP͸ϖοτͰ͸ͳ͘ՈசελΠϧ
56. Deployment • Pod ͷ਺ͱঢ়ଶΛ؅ཧ • ࢦఆͨ͠਺ͷ Pod ͕ৗʹಈ͘Α͏ʹ͢Δ • Pod ͕յΕΔͱ ࣗಈͰ৽͍͠ Pod Λ࡞Δ • ϩʔϦϯάΞοϓσʔτ΋ߦ͏ 
57. ϩʔϦϯάΞοϓσʔτ • ແఀࢭͰPodΛΞοϓσʔτ͢Δ࢓૊Έ • Ξοϓσʔτ࣌ʹ·ͣ৽͍͠PodΛ࡞੒ • ৽͍͠Pod͕Ͱ͖ͨΒɺݹ͍PodΛ࡟আ • ForestͰ΋Ͱ͖͍͕ͯͨɺAP VM͕2୆͔͠ͳ͍ͨΊɺ ΞοϓσʔτதʹΞΫηε͕ूத͢Δͱߴෛՙ͕ൃੜͯ͠͠·͏ 
58.  Kuberenetes GitOps
59. GitOps • Kubernetes ͷઃఆΛ͢΂ͯ Git ʹอଘ • Πϯϑϥઃఆͷมߋ͸ Git ΁ͷ Pull Request Ͱߦ͏ • ಛఆͷϒϥϯνʹϚʔδ͞ΕͨΒɺࣗಈͰΠϯϑϥͷ ઃఆ͕ߋ৽͞ΕΔ 
60. ArgoCD • k8s޲͚ͷGitOpsͷͨΊͷπʔϧ • Gitͱk8sͷঢ়ଶʹࠩ෼͕ͳ͍͔Λ؂ࢹ • ͕ࠩ͋Ε͹ࣗಈͰk8sʹमਖ਼͢ΔΑ͏ʹ໋ྩ 
61.  GitHub ArgoCD K8s ؂ࢹ ࠩ෼Λߋ৽ มߋΛPush
62. ΦϖϨʔγϣϯ͸એݴతʹ • ԿΛ͢Δ͔ɺͱ͍͏ࠩ෼͸ΦϖϨʔγϣϯ࣌ʹ͸ߟ͑ ͳ͍ • Ͳ͏͍͏ঢ়ଶͰ͋Δ΂͖͔ɺΛએݴ͢ΔͷΈ 
63. ΦϖϨʔγϣϯ͸એݴతʹ • ԿΛ͢Δ͔ɺͱ͍͏ࠩ෼͸ΦϖϨʔγϣϯ࣌ʹ͸ߟ͑ ͳ͍ • Ͳ͏͍͏ঢ়ଶͰ͋Δ΂͖͔ɺΛએݴ͢ΔͷΈ  ͜ΕͳΒΦϖϨʔγϣϯ͸ָʁ
64. એݴతΛ࣮ݱ͢ΔͨΊʹඞཁͳ͜ͱ • Pod͸ަ׵Մೳ • Podͷঢ়ଶʹΞϓϦέʔγϣϯΛґଘͤ͞ͳ͍ʢStatelessʣ ʢঢ়ଶ͸DBͳͲʹ࣋ͨͤΔʣ • ৽چόʔδϣϯͷPod͕͍ࠞͬͯͯ͟΋ಈ͘Α͏ʹ • ґଘઌ͕ಈ͍͍ͯͳ͍৔߹ͷΤϥʔϋϯυϦϯά 
65. એݴతΛ࣮ݱ͢ΔͨΊʹඞཁͳ͜ͱ • Pod͸ަ׵Մೳ • Podͷঢ়ଶʹΞϓϦέʔγϣϯΛґଘͤ͞ͳ͍ ʢঢ়ଶ͸DBͳͲʹ࣋ͨͤΔʣ • ৽چόʔδϣϯͷPod͕͍ࠞͬͯͯ͟΋ಈ͘Α͏ʹ • ґଘઌ͕ಈ͍͍ͯͳ͍৔߹ͷΤϥʔϋϯυϦϯά  ΦϖϨʔγϣϯΛָʹ͢ΔͨΊʹ
    ΞϓϦέʔγϣϯઃܭ͕)BSEʹ
66.  Kubernetes GitOps
67.  Kubernetes GitOps ೥݄ʹ։࢝ͯ͠ɺ
    ϲ݄ؒ͸͜ΜͳษڧΛͯ͠·ͨ͠
68. ໨࣍ • ͳͥNecoҠߦ͕ඞཁͩͬͨͷ͔ • NecoͷίΞίϯηϓτ • PHPΞϓϦέʔγϣϯΛNecoͰಈ͔͢ํ๏ • NecoҠߦͰඞཁͩͬͨ͜ͱ9બ • νʔϜϦʔμʔͰҭٳΛऔಘͨ͠࿩ • ͦͯ͠Ҡߦ΁ 
69. PHPΞϓϦέʔγϣϯΛ NecoͰಈ͔͢ํ๏
70. GaroonΛͲ͏NecoͰಈ͔͢ʁ • ·ͣߏ੒ΛܾΊΔඞཁ͕͋Δ • k8sͰ͸ΞϓϦέʔγϣϯPod͸ঢ়ଶΛ࣋ͨͣɺ εέʔϧՄೳͰ͋Δඞཁ • PHP-FPMͱnginxͷߏ੒ʹܾఆ • AltPHP΍Apache + mod_phpͳͲ΋ݕ౼ͯ͠બ୒ 
71. Neco্ͷGaroonߏ੒ nginx Garoon on PHP-FPM Unix Socket ௨৴ ɾɾɾ αΠυΧʔίϯςφ
72. PHP-FPM + nginx ͷબఆཧ༝ • K8sͰ͸ϓϩηε͕෼཭͞Εͨߏ੒ͷํ͕ѻ͍΍͍͢ • mod_phpΑΓ΋PHP-FPMͷํ͕؅ཧ͠΍͍͢ • AltPHP͸ͻͱͭͷେ͖ͳϓϩηε͕ಈ͖ଓ͚ΔͨΊ K8sͰ͸ෆదͩͬͨ 
73. GaroonΠϝʔδͷ࡞੒ • ίϯςφͰಈ͔ͨ͢Ίʹ͸Πϝʔδ͕ඞཁ • Docker fi leΛॻ͍ͯΠϝʔδΛ࡞੒͢Δ • PHPΛϏϧυ͢Δͱ͜Ζ͔Β 
74. PHPͷϏϧυ͔Β • Garoon͸PHPͷ֦ுΛ͍ͯ͠Δ • ֎෦ͷόΠφϦΛͦͷ··࢖͏ηΩϡϦςΟϦεΫ • ίϯςφͰಈ͔ͨ͢ΊʹͳΔ΂͘খ͍͞αΠζʹ • Docker fi leͰPHPΛϏϧυ͢Δ 
75. PHPͷϏϧυ͔Β • Garoon͸PHPͷ֦ுΛ͍ͯ͠Δ • ֎෦ͷόΠφϦΛͦͷ··࢖͏ηΩϡϦςΟϦεΫ • ίϯςφͰಈ͔ͨ͢ΊʹͳΔ΂͘খ͍͞αΠζʹ • Docker fi leͰPHPΛϏϧυ͢Δ  %PDLFS fi MFΛ͔Βॻ͍ͨ͜ͱͳ͍ΜͰ͕͢ʂʁ
76. ΤΩεύʔτνʔϜʹ૬ஊͩʂ • ੜ࢈ੑ޲্νʔϜϝϯόʔʹ୹ظతʹJoinΛґཔ • Docker, CIͷΤΩεύʔτ
    • ίϯςφԽͷ஌ݟΛνʔϜʹڞ༗ͯ͠΋Β͏ • ͋ͱ͋ͱޮՌͷߴ͍CIͷ੔උ΋ਐΊͯ΋Β͏ 
77. Ϟϒͱݸਓ࡞ۀͷ࢖͍෼͚ • TsukimiνʔϜͰ͸ݸਓ࡞ۀͱϞϒΛ࢖͍෼͚ • ஌ݟͷڞ༗΍ϕʔε஌ࣝΛἧ͍͑ͨ࣌͸Ϟϒ • ΤΩεύʔτʹ΋Ϟϒʹೖͬͯ΋Β͍ɺ ஌ݟΛΘ͚ͯ΋Β͏ 9
78. GaroonͷϦϙδτϦ • ༻్ʹ߹Θͤͯ3ͭͷϦϙδτϦΛ؅ཧ • PHP΍nginxͷΠϝʔδͷϏϧυ༻ϦϙδτϦ • GaroonͷίʔυΛ؅ཧ͢ΔϦϙδτϦ • GaroonͷΠϯϑϥઃఆΛ؅ཧ͢ΔϦϙδτϦ 
79.  Middleware ϦϙδτϦ php-fpmΠϝʔδ nginx Πϝʔδ Garoon ϦϙδτϦ garoon-apps ϦϙδτϦ GaroonΠϝʔδ - PHPϏϧυ - PHP֦ுϏϧυ - php-fpm ઃఆ - Garoonͷίʔυ௥Ճ - Garoon༻ͷઃఆ GaroonΠϯϑϥίʔυ Garoon Πϝʔδͷόʔδϣϯ nginx Πϝʔδͷόʔδϣϯ Πϝʔδ
80.  Middleware ϦϙδτϦ php-fpmΠϝʔδ nginx Πϝʔδ Garoon ϦϙδτϦ garoon-apps ϦϙδτϦ GaroonΠϝʔδ - PHPϏϧυ - PHP֦ுϏϧυ - php-fpm ઃఆ - Garoonͷίʔυ௥Ճ - Garoon༻ͷઃఆ GaroonΠϯϑϥίʔυ Garoon Πϝʔδͷόʔδϣϯ Nginx Πϝʔδͷόʔδϣϯ Πϝʔδ (BSPPOͷΠϝʔδ͕/FDPͰಈ͍ͨʂ
81. PHPͷϏϧυΛ෼͚ͨཧ༝ • PHPͷΠϝʔδͷϦϦʔεαΠΫϧ͸ GaroonͷϦϦʔεαΠΫϧʹൺ΂Δͱ௕͍ • PHPͷϏϧυ͕΍΍ߴίετͷͨΊɺ ඞཁͳͱ͖ʹͷΈϏϧυ͢ΔΑ͏ʹ͍ͨ͠ • PHPͷϏϧυϦϙδτϦΛΘ͚ͯɺGaroonͷมߋΛߦ͍΍͘͢ 
82. Architecture Decision Record (ADR) • TsukimiνʔϜͰ͸GaroonͷNecoҠߦʹ͓͍ͯɺ େ͖ΊͷҙࢥܾఆΛADRͱͯ͠ه࿥ • େখ߹Θͤͯ60Ҏ্ͷADRΛه࿥ • Forest࣌୅ͷߏ੒͸ͳͥͦ͏ͳͬͨͷ͔ɺͷه࿥͕ࢄҳ • NecoҠߦϓϩδΣΫτ͕ਐΜͩ͋ͱ΍ɺ ৽ϝϯόʔ͕ೖ͖ͬͯͨͱ͖ʹ΋ࢀরͰ͖ΔΑ͏ʹ 
83. 
84.  ޙ͔Βݟͨ࣌ʹͳʹΛݕ౼ͯ͠ɺ
    ͳʹΛݕ౼͍ͯ͠ͳ͔͔͕ͬͨΘ͔Δ
85. Garoon͕NecoͰಈ͍ͨʂʂ • Πϝʔδ͕Ͱ͖ͨΒGaroon͸׬੒ʁ • Πϝʔδ͸2022೥6݄ʹ͸Ͱ͖ͯσϓϩΠͰ͖ͯͨ • ͔͜͜Β͕ຊ౰ͷઓ͍ 
86. ໨࣍ • ͳͥNecoҠߦ͕ඞཁͩͬͨͷ͔ • NecoͷίΞίϯηϓτ • GaroonΛNecoͰಈ͔͢ํ๏ • NecoҠߦͰඞཁͩͬͨ͜ͱ9બ • νʔϜϦʔμʔͰҭٳΛऔಘͨ͠࿩ • ͦͯ͠Ҡߦ΁ 
87. NecoҠߦͰ΍ͬͨ͜ͱ9બ
88. NecoʹҠߦ͢ΔͨΊʹߦͬͨλεΫΛ঺հ ͢Δͥʂ  1. δϣϒΩϡʔͷҠߦ 2. ઈରʹఀࢭͤ͞ͳ͍Kubernetes V.S. ઈରʹఀࢭ͍ͤͨ͞ϝϯςφϯε 3. αʔϏεσΟεΧόϦʔରԠ 4. ো֐ͷӨڹൣғΛݶఆ͢ΔόϧΫϔουͷಋೖ 5. ϩάͷճऩͱվम 6. ؂ࢹػೳɾμογϡϘʔυͷ࡞੒ 7. ElasticsearchͷNecoҠߦ 8. Neco্ͷ؀ڥΛଞͷGaroon։ൃϝϯόʔ͕͔ͭ͑ΔΑ͏ʹ 9. ো֐ରԠ܇࿅
89. NecoʹҠߦ͢ΔͨΊʹߦͬͨλεΫ  • ͍ͣΕ΋3ϲ݄͔Β1೥୯ҐͷϓϩδΣΫτ • ͍ͣΕ΋10෼͸ޠΕΔ • ͢΂ͯ͸ޠΕͳ͍ͷͰɺ࣭ٙԠ౴͔Ask the SpeakerͰʂ • ࠓ͸՝୊͚ͩ͠Ό΂Γ·͢
90. δϣϒΩϡʔͷNecoҠߦ
91. δϣϒΩϡʔ • ඇಉظ࣮ߦॲཧΛߦ͏ϓϩάϥϜ • ϝʔϧͷసૹɺ௨஌ͷ࡞੒ɺෆཁϑΝΠϧͷ࡟আͱ͍ͬͨɺ ॏ͍ͨॲཧ΍ಉظతʹߦ͏ඞཁͷͳ͍ॲཧΛߦ͏ • ࢦఆͨ࣌͠ࠁʹPHPͷίʔυΛ࣮ߦ • C++Ͱॻ͔Ε͍ͯͨ 
92. δϣϒΩϡʔ • ඇಉظ࣮ߦॲཧΛߦ͏ϓϩάϥϜ • ϝʔϧͷసૹɺ௨஌ͷ࡞੒ɺෆཁϑΝΠϧͷ࡟আͱ͍ͬͨɺ ॏ͍ͨॲཧ΍ಉظతʹߦ͏ඞཁͷͳ͍ॲཧΛߦ͏ • ࢦఆͨ࣌͠ࠁʹPHPͷίʔυΛ࣮ߦ • C++Ͱॻ͔Ε͍ͯͨ  $ ͳͷͱ1)1ίϚϯυΛ௚઀࣮ߦ͓ͯ͠Γ
    /FDPʹࡌͤΔͷ͸அ೦
93. δϣϒΩϡʔ • ඇಉظ࣮ߦॲཧΛߦ͏ϓϩάϥϜ • ϝʔϧͷసૹɺ௨஌ͷ࡞੒ɺෆཁϑΝΠϧͷ࡟আͱ͍ͬͨɺ ॏ͍ͨॲཧ΍ಉظతʹߦ͏ඞཁͷͳ͍ॲཧΛߦ͏ • ࢦఆͨ࣌͠ࠁʹPHPͷίʔυΛ࣮ߦ • C++Ͱॻ͔Ε͍ͯͨ  ·ͣ'PSFTUͰ΋ఏڙ͞Ε͍ͯͨ
    ผͷδϣϒΩϡʔʢ8PSLFS ʹࡌͤସ͑Δ͜ͱʹ
94. δϣϒΩϡʔҠߦͷ՝୊ • چδϣϒΩϡʔ͸PHPͷίʔυΛ௚ʹ࣮ߦ HTTPͰ࣮ߦͰ͖ΔΑ͏ʹमਖ਼͕ඞཁ • ར༻͢ΔΩϡʔςʔϒϧΛมߋ͢Δඞཁ 
95. ΩϡʔςʔϒϧͷҠߦཁ݅ • δϣϒͷ࣮ߦॱ͸ม͑ͳ͍ • چΩϡʔʹ੾Γ໭͕͠ߦ͑ΔΑ͏ʹ͍ͨ͠ • δϣϒͷॏෳ࣮ߦ͸ආ͚͍ͨ • Garoon͸ແఀࢭͰߦ͍͍ͨ 
96. ΩϡʔςʔϒϧͷҠߦཁ݅ • δϣϒͷ࣮ߦॱ͸ม͑ͳ͍ • چΩϡʔʹ੾Γ໭͕͠ߦ͑ΔΑ͏ʹ͍ͨ͠ • δϣϒͷॏෳ࣮ߦ͸ආ͚͍ͨ • Garoon͸ແఀࢭͰߦ͍͍ͨ  ৽چͷδϣϒΩϡʔΛಉ࣌ʹಈ͔ͭͭ͠ɺ
    γʔϜϨεʹҠߦ͢Δํ๏ΛߟҊ
97. ΩϡʔςʔϒϧͷҠߦཁ݅ • δϣϒͷ࣮ߦॱ͸ม͑ͳ͍ • چΩϡʔʹ੾Γ໭͕͠ߦ͑ΔΑ͏ʹ͍ͨ͠ • δϣϒͷॏෳ࣮ߦ͸ආ͚͍ͨ • Garoon͸ແఀࢭͰߦ͍͍ͨ  ɹৄ͘͠͸αΠϘ΢ζͷΤϯδχΞϒϩάͰʂ https://blog.cybozu.io/entry/2024/08/19/155441
98. چΩϡʔ ৽Ωϡʔ 9
99. 9 δϣϒΛ྆ํʹੵΉ چΩϡʔ ৽Ωϡʔ 9
100. چδϣϒ͕ফԽ͞ΕͨΒ৽δϣϒΛ Workerͷ࢓૊ΈͰ࣮ߦ͢Δ چΩϡʔ ৽Ωϡʔ 9
101. ৽Ωϡʔ چΩϡʔ 9
102. ΩϡʔͷҠ͠ସ͑ • ৽δϣϒ͸چΩϡʔʹ΋ੵ·ΕΔͷͰɺ چΩϡʔʹ੾Γ໭͠΋Մೳ • ৽Ωϡʔ͕چΩϡʔΛࢀর͢ΔͷͰ࣮ߦॱং΋कΒΕΔ • ΑΓৄ͍͠Ωϡʔͷ੾Γସ͑ͷهࣄ https://blog.cybozu.io/entry/2024/08/19/155441 9
103. ઈରʹఀࢭͤ͞ͳ͍Kubernetes V.S. ઈରʹఀࢭ͍ͤͨ͞ϝϯςφϯε
104. ఀࢭϝϯςͱ͸ • DBͷϚΠάϨʔγϣϯͷͨΊʹɺ APΛఀࢭ͠ϢʔβʔΞΫηεΛःஅͯ͠ߦ͏ϝϯςφϯεͷ͜ͱ • αΠϘ΢ζͰ͸ຖ݄ୈ2೔༵೔ͷਂ໷ʹ࣮ࢪ • k8sʢͱ͍͏͔ϩʔϦϯάΞοϓσʔτʣͱ ΊͪΌͪ͘Ό૬ੑ͕ѱ͍ 
105. Garoonͷ৽ςφϯτͷσϓϩΠ • ৽͍͠ςφϯτͷར༻։࢝΍ɺར༻ఀࢭॲཧɺΞοϓσʔτͷ ॲཧ͸ForestͰΠϯϑϥνʔϜͷ੹຿ͩͬͨ • NecoͰ͸GaroonνʔϜͷ੹຿ʹมߋ • Migratorͱ͍͏αʔϏεΛ࡞੒ 
106. Migrator • GaroonͷςφϯτΛσϓϩΠɾߋ৽ɾ࡟আ͢ΔαʔϏε • σϓϩΠ࣌͸ɺDB΍ElasticsearchͷIndexΛׂΓ౰ͯΔ • Garoonຊମͱ͸ผʹ࡞੒ • GoݴޠͰ࡞੒͢Δ͜ͱʹ 
107. ఀࢭϝϯς͸ආ͚ΒΕͳ͍ɻɻɻ • ߋ৽લɾߋ৽ޙͷAP͕ࠞࡏͭͭ͠ɺ σʔλ΍εΩʔϚΛߋ৽͢Δͷ͸ʢGaroonʹ͸ʣࢸ೉ͷۀɻ • MySQL͕ؾܰʹMetadata lockΛऔͬͯ͘ΔͷͰɺ ࣮࣭తʹ࣮ߦෆՄೳͳεΩʔϚมߋ͕͋Δɻ • աڈͷෆ۩߹Ͱఀࢭϝϯςͳ͠Ͱղফ͢Δͷ͕೉͍͠΋ͷ͕ࢄݟ 
108. ఀࢭϝϯςͷ՝୊ • DBͷϚΠάϨʔγϣϯ͕࣮ߦ͞Ε͍ͯΔͱ͖ʹɺ ͦͷ΄͔ͷΞΫηε͕ͳ͍͜ͱΛอূ͍ͨ͠ • ϢʔβʔΞΫηεͷΈͰ͸ͳ͘ɺWorkerͳͲ͔ΒͷΞΫηε΋ःஅ͍ͨ͠ • ForestͰ͸L7LBͰͷःஅͱWorkerΛఀࢭ͢ΔɺϝϯςφϯεϞʔυ͕ଘࡏ • NecoҠߦޙ͸GaroonҎ֎ͷαʔϏεͰɺ ఆظϝϯςΛແ͍ͨ͘͠αʔϏε͕͋ΓɺL7LBःஅ͸ࠔ೉ 
109. ఀࢭϝϯςͷ՝୊ • DBͷϚΠάϨʔγϣϯ͕࣮ߦ͞Ε͍ͯΔͱ͖ʹɺ ͦͷ΄͔ͷΞΫηε͕ͳ͍͜ͱΛอূ͍ͨ͠ • ϢʔβʔΞΫηεͷΈͰ͸ͳ͘ɺWorkerͳͲ͔ΒͷΞΫηε΋ःஅ͍ͨ͠ • ForestͰ͸L7LBͰͷःஅͱWorkerΛఀࢭ͢ΔɺϝϯςφϯεϞʔυ͕ଘࡏ • NecoҠߦޙ͸GaroonҎ֎ͷαʔϏεͰɺ ఆظϝϯςΛແ͍ͨ͘͠αʔϏε͕͋ΓɺL7LBःஅ͸ࠔ೉ .Z42-΁ͷΞΫηεΛःஅ͢Δํ๏͕ඞཁ 
110. DBϢʔβʔͷݖݶണୣʂ • Garoon͕௨ৗར༻͢ΔMySQL UserͷݖݶΛҰ࣌తʹണୣ͢Δ ͜ͱͰ࣮ݱ • DBϚΠάϨʔγϣϯΑ͏ʹଞͷMySQL UserΛ࡞੒͢Δ • MySQLΛαʔϒ͍ͯ͠ΔDBREνʔϜʹରԠΛґཔ 
111. Garoon MigratorͷAPIs • EnterMaintenanceMode: ϝϯςφϯεϞʔυʹೖΔͨΊͷAPI • MigrateRealmWithMiddle: DBϚΠάϨʔγϣϯΛߦ͏API • LeaveMaintenanceMode: ϝϯςφϯεϞʔυ͔Βग़ΔAPI 
112.  DZCP[VDPNͷ
     ςφϯτ؅ཧαʔϏε (BSPPO
     .JHSBUPS %#
     ؅ཧ
     αʔϏε (BSPPO
     "1 (BSPPO
     .Z42- HBSPPOBQQT ϝϯςφϯεϞʔυ΁ MySQLϢʔβʔͷݖݶΛୣ͏ Migrator, APͷߋ৽ DBεΩʔϚͷߋ৽ ϝϯςφϯεϞʔυ͔Βग़Δ εΩʔϚߋ৽༻ͷMySQLϢʔβʔΛར༻ MySQLϢʔβʔͷݖݶΛ໭͢
113.  DZCP[VDPNͷ
     ςφϯτ؅ཧαʔϏε (BSPPO
     .JHSBUPS %#
     ؅ཧ
     αʔϏε (BSPPO
     "1 (BSPPO
     .Z42- HBSPPOBQQT ϝϯςφϯεϞʔυ΁ MySQLϢʔβʔͷݖݶΛୣ͏ Migrator, APͷߋ৽ DBεΩʔϚͷߋ৽ ϝϯςφϯεϞʔυ͔Βग़Δ εΩʔϚߋ৽༻ͷMySQLϢʔβʔΛར༻ MySQLϢʔβʔͷݖݶΛ໭͢ ϝϯςφϯεϞʔυ΁ ҰൠMySQL UserͷݖݶΛണୣ
114.  DZCP[VDPNͷ
     ςφϯτ؅ཧαʔϏε (BSPPO
     .JHSBUPS %#
     ؅ཧ
     αʔϏε (BSPPO
     "1 (BSPPO
     .Z42- HBSPPOBQQT ϝϯςφϯεϞʔυ΁ MySQLϢʔβʔͷݖݶΛୣ͏ Migrator, APͷߋ৽ DBεΩʔϚͷߋ৽ ϝϯςφϯεϞʔυ͔Βग़Δ εΩʔϚߋ৽༻ͷMySQLϢʔβʔΛར༻ MySQLϢʔβʔͷݖݶΛ໭͢ garoon-appsΛߋ৽͠ APͱMigratorΛߋ৽
115.  DZCP[VDPNͷ
     ςφϯτ؅ཧαʔϏε (BSPPO
     .JHSBUPS %#
     ؅ཧ
     αʔϏε (BSPPO
     "1 (BSPPO
     .Z42- HBSPPOBQQT ϝϯςφϯεϞʔυ΁ MySQLϢʔβʔͷݖݶΛୣ͏ Migrator, APͷߋ৽ DBεΩʔϚͷߋ৽ ϝϯςφϯεϞʔυ͔Βग़Δ εΩʔϚߋ৽༻ͷMySQLϢʔβʔΛར༻ MySQLϢʔβʔͷݖݶΛ໭͢ DBεΩʔϚΛεΩʔϚߋ৽༻ͷ MySQLϢʔβʔͰߋ৽
116.  DZCP[VDPNͷ
     ςφϯτ؅ཧαʔϏε (BSPPO
     .JHSBUPS %#
     ؅ཧ
     αʔϏε (BSPPO
     "1 (BSPPO
     .Z42- HBSPPOBQQT ϝϯςφϯεϞʔυ΁ MySQLϢʔβʔͷݖݶΛୣ͏ Migrator, APͷߋ৽ DBεΩʔϚͷߋ৽ ϝϯςφϯεϞʔυ͔Βग़Δ εΩʔϚߋ৽༻ͷMySQLϢʔβʔΛར༻ MySQLϢʔβʔͷݖݶΛ໭͢ ϝϯςφϯεϞʔυ͔Βग़Δ
117. Garoon NecoҠߦͰ࠷೉ؔͷઃܭ • GaroonνʔϜ͚ͩͰ͸஌ݟ͕଍Γͳ͔ͬͨͷͰɺ ΠϯϑϥνʔϜ΍DBREνʔϜɺNecoج൫νʔϜͱϛʔςΟϯά • gRPCʢαʔϏεಉ͕࢜௨৴͢ΔͨΊͷϑϨʔϜϫʔΫʣͰ APIϑΝʔετʹઃܭ 
118. APIϑΝʔετઃܭ • ࣮૷ΑΓ΋લʹαʔϏεؒͷΠϯλʔϑΣʔεΛఆٛ͢Δ • ͓ޓ͍ͷνʔϜͰಠཱ࣮ͯ͠૷ɾ։ൃͰ͖Δ • APIΠϯλʔϑΣʔε͔ΒMockͳͲ΋؆୯ʹ࡞ΕΔ 
119. αʔϏεσΟεΧόϦରԠ
120. αʔϏεσΟεΧόϦʔͱ͸ • Ϧιʔεޮ཰ԽͷͨΊʹɺ֤ςφϯτ͝ͱʹ DB, Elasticsearch, ϑΝΠϧαʔόͷ઀ଓઌ͕ҟͳΔ • ઀ଓઌΛݟ͚ͭΔ࢓૊ΈͱɺͦͷରԠ͕ඞཁ • ForestͰ͸APͷઃఆϑΝΠϧʹݻఆͷ઀ଓઌΛهࡌ ઀ଓઌ͕ৗʹมԽ͠ͳ͍ͨΊ • NecoͰ͸αʔϏεσΟεΧόϦʹ໰͍߹ΘͤΔΑ͏ʹ 
121. Forestͷߏ੒ʢ͓͞Β͍ʣ  "1 "1 (BSPPOɹ .Z42- LJOUPOFɹ .Z42- ϑΝΠϧ αʔό &MBTUJDTFB SDI "1 "1 (BSPPOɹ .Z42- LJOUPOFɹ .Z42- ϑΝΠϧ αʔό &MBTUJDTFB SDI "1 "1 (BSPPOɹ .Z42- LJOUPOFɹ .Z42- ϑΝΠϧ αʔό &MBTUJDTFB SDI "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό
122. NecoͰͷߏ੒  (BSPPOɹ .Z42- ϑΝΠϧ αʔό (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό
123. NecoͰͷߏ੒  (BSPPOɹ .Z42- ϑΝΠϧ αʔό (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό "1͸ঢ়ଶΛ࣋ͨͳ͍ͷͰ
     ϦΫΤετ͝ͱʹ
     ೚ҙͷ1PEΛར༻Մೳ
124. NecoͰͷߏ੒  (BSPPOɹ .Z42- ϑΝΠϧ αʔό (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό %#΍ϑΝΠϧαʔόʔ͸ Ϣʔβʔ͝ͱʹར༻͢Δ΋ ͷ͕ҟͳΔ
125. αʔϏεσΟεΧόϦ  (BSPPOɹ .Z42- αʔϏεσΟεΧόϦ (BSPPOɹ"1 ᶃϢʔβʔϦΫΤετ ᶆɾᶇ ઀ଓઌͷMySQLΛར༻ ᶄMySQLͷ઀ଓઌΛ ໰͍߹Θͤ ᶅ઀ଓઌΛฦ౴ ᶈϨεϙϯε
126. ઀ଓઌͷ੾Γସ͑ • ύοέʔδ൛ɾForest൛Ͱ͸ઃఆϑΝΠϧΛࢀর • NecoͰ͸αʔϏεσΟεΧόϦΛར༻ 
127. is_forest() ஍ࠈ • ύοέʔδ൛͔Forest͔ͷݟ෼͚͸ɺ ઃఆϑΝΠϧͱ؀ڥม਺ͷ஋Λࢀর • is_forest() ϝιου͕͢Ͱʹ਺ඦϲॴॻ͔Ε͍ͯΔ  if (is_forest()) { $validate = new ValidateFileIdentifierOnForest($id);
     
     
     
     
     
     
     
     … //͜͜ʹԿेߦ͔͕ͭͮ͘
     } else { $validate = new ValidateFileIdentifierOnpremise($id);
     
     
     
     
     
     
     … //͜͜ʹԿेߦ͔͕ͭͮ͘
     }
128. is_forest() ஍ࠈ • ύοέʔδ൛͔Forest͔ͷݟ෼͚͸ɺ ઃఆϑΝΠϧͱ؀ڥม਺ͷ஋Λࢀর • is_forest() ϝιου͕͢Ͱʹ਺ඦϲॴॻ͔Ε͍ͯΔ  if (is_forest()) { $validate = new ValidateFileIdentifierOnForest($id);
     
     
     
     
     
     
     
     … //͜͜ʹԿेߦ͔͕ͭͮ͘
     } else { $validate = new ValidateFileIdentifierOnpremise($id);
     
     
     
     
     
     
     … //͜͜ʹԿेߦ͔͕ͭͮ͘
     } JT@OFDP
     ϝιουΛ࡞Δͷ͸ඇݱ࣮త
129. DIίϯςφ • ґଘؔ܎ʢDependency) Λ֎͔Β஫ೖʢInjectionʣ • MySQLͷconnectionΠϯελϯεͷ࡞੒ॲཧΛ DIίϯςφͰղܾͤ͞Δ • NecoͰ͋Δ͔Ͳ͏͔͸DIίϯςφͷొ࿥෦෼ʹӅṭ • GaroonͰ͸2020೥͋ͨΓʹಋೖ͞Εͨ͹͔Γͩͬͨ  https://speakerdeck.com/ynkt/sok-gai-shan-shi-bai-karaxue-bu- regasipurodakutonili-tixiang-kautimuzuo-ri?slide=23
130. DIίϯςφ • ґଘؔ܎ʢDependency) Λ֎͔Β஫ೖʢInjectionʣ • MySQLͷconnectionΠϯελϯεͷ࡞੒ॲཧΛ DIίϯςφͰղܾͤ͞Δ • NecoͰ͋Δ͔Ͳ͏͔͸DIίϯςφͷొ࿥෦෼ʹӅṭ • GaroonͰ͸2020೥͋ͨΓʹಋೖ͞Εͨ͹͔Γͩͬͨ  JT@OFDP
     Λ࡞Βͣʹ/FDPҠߦΛ׬ྃ https://speakerdeck.com/ynkt/sok-gai-shan-shi-bai-karaxue-bu- regasipurodakutonili-tixiang-kautimuzuo-ri?slide=23
131. APো֐ͷӨڹൣғΛݶఆ͢Δ
132. όϧΫϔουͷಋೖ • όϧΫϔου = ো֐͕ൃੜͨ࣌͠ʹӨڹΛ཈͑Δ΋ͷ • APো֐͕ൃੜͨ࣌͠ʹɺҰ෦ͷϢʔβʔʹ͚ͩӨڹΛ཈͑Δ • ધഫͷߏ଄಺෦Λ࢓੾Δִน͕ޠݯ • αʔϏεσΟεΧόϦʹΑΓ࣮ݱ 
133. NecoͰͷߏ੒ʢ࠶ܝʣ  (BSPPOɹ .Z42- ϑΝΠϧ αʔό (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό "1͸ঢ়ଶΛ࣋ͨͳ͍ͷͰ
     ϦΫΤετ͝ͱʹ
     ೚ҙͷ1PEΛར༻Մೳ
134. NecoͰͷߏ੒ʢ࠶ܝʣ  (BSPPOɹ .Z42- ϑΝΠϧ αʔό (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό ͋Δ1PE͕ো֐ʹͳΔͱ
     શϢʔβʔ͕ো֐Λड͚Δ
135. NecoͰͷߏ੒ʢ࠶ܝʣ  (BSPPOɹ .Z42- ϑΝΠϧ αʔό (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ .Z42- ϑΝΠϧ αʔό 1PEΛյ͢Α͏ͳΞΫηε͕͋Δͱɺ
     ଞͷ͢΂ͯͷϢʔβʔʹӨڹ
136. όϧΫϔου  (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 Ϣʔβʔ͝ͱʹར༻͢Δ
     "1Λݻఆ
137. όϧΫϔου  (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 ো֐͕ى͖ͯ΋Өڹ͕
     Ұ෦ͷϢʔβʔʹݶΒΕΔ
138. όϧΫϔου  (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 (BSPPOɹ "1 1PEΛյ͢Α͏ͳΞΫηε͕͋Ε͹ɺ ͦͷυϝΠϯ͚ͩΛ
     ผͷόϧΫϔουʹ
139. ϩάͷճऩͱվम
140. ϩάͷճऩͱվम • 20೥ͷྺ࢙ʹΑΓɺϩάϑΝΠϧ͕͞·͟·ͳϑΥʔϚοτͰ ͍Ζ͍ΖͳܗࣜͰग़ྗ͞Ε͍ͯͨ • 20ʙ25͘Β͍ͷϩάϑΝΠϧ • NecoͰ͸Pod͕ෳ਺͋Γɺ ϩάϑΝΠϧ΋ӬଓԽ͍ͯ͠ͳ͍ͱফ͑ͯ͠·͏ 
141. nginx Garoon on PHP-FPM Unix Socket ௨৴ αΠυΧʔίϯςφ Volume • ϩάϑΝΠϧ͸Volumeʹॻ͖ࠐΈ 
142. nginx Garoon on PHP-FPM Unix Socket ௨৴ αΠυΧʔίϯςφ Volume • Pod͕ফ͑ΔͱϩάϑΝΠϧ΋ফ͑Δ 
143. ղܾࡦ1 • k8sͰ͸ඪ४ग़ྗʹॻ͖ग़͞Εͨϩά͸ࣗಈͰճऩ͞ΕΔ • ϩάͷॻ͖ࠐΈΛඪ४ग़ྗʹมߋ͢Δ 
144. ղܾࡦ1 • k8sͰ͸ඪ४ग़ྗʹॻ͖ग़͞Εͨϩά͸ࣗಈͰճऩ͞ΕΔ • ϩάͷॻ͖ࠐΈΛඪ४ग़ྗʹมߋ͢Δ  ύοέʔδ൛Ͱ͸ϩάϑΝΠϧͷඞཁੑ
     ύοέʔδ൛ͱ/FDPͦΕͧΕͰͷ࣮૷͕ඞཁʹͳΔ
145. ղܾࡦ2 • ϩάϑΝΠϧͷॻ͖ग़͠Λ֎෦αʔϏεʹ௚઀ॻ͖ग़͢  ֎෦αʔϏεʹ(BSPPO͕ґଘͯ͠͠·͏
146. ղܾࡦ3 • ϩάϑΝΠϧΛαΠυΧʔίϯςφͰϩάج൫ʹಡΈग़͢  nginx Garoon on PHP-FPM -PHͷಡΈग़͠
     ϩʔςʔγϣϯ αΠυΧʔίϯςφ Volume ϩάج൫αʔϏε
147. ύοέʔδ൛ͱͷ੔߹ੑ • ύοέʔδ൛Ͱ͸ϩάϑΝΠϧͷඞཁੑ͸࢒ͬͨ • 20Ҏ্͋ΔϩάϑΝΠϧΛ͜ͷλΠϛϯάͰ1ϑΝΠϧʹू໿ • ͋ΘͤͯɺϩάΛߏ଄Խͨ͠ 
148. ϩάͷߏ଄Խ • 1ߦ 1JSON ΦϒδΣΫτʹ • "topic" ͱ͍͏ϑΟʔϧυͰɺ͍··ͰͷϑΝΠϧ໊૬౰ͷ ߜΓࠐΈΛͰ͖ΔΑ͏ʹ • JSON Λѻ͏πʔϧ jq ͳͲͰௐࠪΛߦ͍΍͘͢ • ೚ҙͷύϥϝʔλΛ௥ՃՄೳʹ͠ɺूܭ΋΍Γ΍͘͢ͳΔ  {"topic": "mail", "message": "received", "logged_at":"2026-03-16T04 {"topic": "database", "message": "transaction rollback", "logged_at":" {"topic": "php_error", "message": "A fatal error occurred", "logged_at
149. ϩάͷߏ଄Խ • 1ߦ 1JSON ΦϒδΣΫτʹ • "topic" ͱ͍͏ϑΟʔϧυͰɺ͍··ͰͷϑΝΠϧ໊૬౰ͷ ߜΓࠐΈΛͰ͖ΔΑ͏ʹ • JSON Λѻ͏πʔϧ jq ͳͲͰௐࠪΛߦ͍΍͘͢ • ೚ҙͷύϥϝʔλΛ௥ՃՄೳʹ͠ɺूܭ΋΍Γ΍͘͢ͳΔ  {"topic": "mail", "message": "received", "logged_at":"2026-03-16T04 {"topic": "database", "message": "transaction rollback", "logged_at":" {"topic": "php_error", "message": "A fatal error occurred", "logged_at ύοέʔδ൛ͷαϙʔτίετ΋݁ՌతʹԼ͛ΒΕͨ
150. ؂ࢹػೳɾμογϡϘʔυ࡞੒
151. ؂ࢹػೳɾμογϡϘʔυͷ࡞੒ • NecoͰ͸ϝτϦΫεͷอଘͱϞχλϦϯάʹ VictoriaMetricsΛར༻ • k8sͰ͸PodͷCPU, MemoryͳͲͷϝτϦΫε͕औಘՄೳ • PHP-FPMͷϝτϦΫεΛऔಘ • ΞΫηεϩά͔Β΋ϝτϦΫεΛ࡞੒ 
152.  https://blog.cybozu.io/entry/2025/09/29/170000
153.  https://blog.cybozu.io/entry/2025/10/20/170000
154. GaroonͰ༻ҙͨ͠μογϡϘʔυ • APͷՔಇঢ়گ • όϧΫϔου͝ͱͷՔಇঢ়گ • ϨεϙϯελΠϧͷ95ˋλΠϧ • 5xxΤϥʔɺPHPΤϥʔͷൃੜঢ়گ • APͷϦιʔεʢCPU, Memory, Volumeʣͷར༻ঢ়گ • δϣϒΩϡʔͷͭ·Γঢ়گ 
155. GaroonͰ༻ҙͨ͠μογϡϘʔυ • APͷՔಇঢ়گ • όϧΫϔου͝ͱͷՔಇঢ়گ • ϨεϙϯελΠϧͷ95ˋλΠϧ • 5xxΤϥʔɺPHPΤϥʔͷൃੜঢ়گ • APͷϦιʔεʢCPU, Memory, Volumeʣͷར༻ঢ়گ • δϣϒΩϡʔͷͭ·Γঢ়گ  /FDPҠߦ࣌ɾҠߦޙʹ໰୊͕͋Ε͹
     Կ͔͠Βݕ஌Ͱ͖ΔΑ͏ʹ
156. Ξϥʔτ • ໰୊͕͋Ε͹Slackʹϝʔϧ͕ಧ͘Α͏ʹ • CRITICAL / ERROR / WARNING ʹ෼ྨ • CRITICALͷ΋ͷ͸ɺPagerDutyͰ ো֐ରԠϝϯόʔʹి࿩Λඈ͹͢Α͏ʹ 
157. CRITICALͷΞϥʔτ • ҎԼͷ2ͭΛઃఆ • όϧΫϔουͷϔϧενΣοΫ͕1෼Ҏ্ࣦഊ • MySQLΫϥελ͕1෼Ҏ্ available Ͱ͸ͳ͍ • PagerDutyʹΑΓి࿩͕ඈͿ 
158. ERROR / WARNINGͷΞϥʔτ • PHP-FPMͷϫʔΧʔϓϩηεʹ౸ୡෆೳͳঢ়ଶ͕ ᮢ஋Ҏ্ͷ࣌ؒܧଓ • PHP-FPMͷmax_childrenʹ౸ୡ͍ͯ͠Δ • ArgoCD͕SyncedͰͳ͍ঢ়ଶ͕ᮢ஋Ҏ্ͷ࣌ؒܧଓ • δϣϒΩϡʔͷ஗Ԇ͕ᮢ஋Ҏ্ͷ࣌ؒൃੜ • Pod ͷ࠶ىಈ͕ᮢ஋Ҏ্ͷ࣌ؒ܁Γฦ͍ͯ͠Δ 
159. ERROR / WARNINGͷΞϥʔτ • PHP-FPMͷϫʔΧʔϓϩηεʹ౸ୡෆೳͳঢ়ଶ͕ ᮢ஋Ҏ্ͷ࣌ؒܧଓ • PHP-FPMͷmax_childrenʹ౸ୡ͍ͯ͠Δ • ArgoCD͕SyncedͰͳ͍ঢ়ଶ͕ᮢ஋Ҏ্ͷ࣌ؒܧଓ • δϣϒΩϡʔͷ஗Ԇ͕ᮢ஋Ҏ্ͷ࣌ؒൃੜ • Pod ͷ࠶ىಈ͕ᮢ஋Ҏ্ͷ࣌ؒ܁Γฦ͍ͯ͠Δ  Ϣʔβʔ͕·ͬͨ͘࢖͍͑ͯͳ͍Θ͚Ͱ͸ͳ͍͕ɺ
     ͳʹ͔͠Βͷ໰୊͕ൃੜ͍ͯ͠Δ΋ͷΛ
     ίϯϙʔωϯτ͝ͱʹ؂ࢹ
160. Elasticsearch ͷ Neco Ҡߦ
161. Elasitcsearch΋Neco΁ • Garoon͸ݕࡧΤϯδϯʹElasticsearchʢEsʣΛར༻ • ΠϯσοΫεΛNeco্Ͱ࠶࡞੒͢Δ࢓૊Έ͕ඞཁ • ΠϯσοΫε : ςΩετΛ୯ޠʹ෼ղ͠ɺ֤୯ޠ͕ͲͷυΩϡ ϝϯτʹؚ·ΕΔ͔Λه࿥ͨ͠ݕࡧ༻σʔλߏ଄ 
162. EsͷΠϯσΩγϯάͱݕࡧ (BSPPOɹ "1 Forest Es (BSPPOɹ .Z42- • Ϣʔβʔ͕ॻ͖ࠐΈΛ͢ΔͱɺMySQLͱEsͷΠϯσοΫεΛߋ৽ 
163. EsͷΠϯσΩγϯάͱݕࡧ (BSPPOɹ "1 Forest Es (BSPPOɹ .Z42- • ݕࡧ࣌͸Es͔Βର৅υΩϡϝϯτΛऔಘ  Neco Es 🔍
164. Neco Es΁ͷҠߦͷಓ • ᶃΫϩʔϥʔͰNeco EsʹΠϯσοΫεΛ࡞੒͢Δ • ᶄϢʔβʔॻ͖ࠐΈ࣌ʹɺForest, NecoͷEs྆ํͷΠϯσοΫ εΛߋ৽͢ΔΑ͏ʹ͢Δ • ᶅNecoͷEsΛݕࡧʹར༻͢ΔΑ͏ʹ͢Δ 
165. ᶃΫϩʔϥʔͰNeco EsʹΠϯσοΫεΛ࡞੒͢Δ (BSPPOɹ "1 Forest Es (BSPPOɹ .Z42- • Ϋϩʔϥʔ͕ඇಉظͰGaroonͷMySQL͔ΒυΩϡϝϯτΛ ͢΂ͯಡΈࠐΈɺNeco EsͷΠϯσοΫεΛߋ৽ʢΫϩʔϦϯάʣ  Neco Es Ϋϩʔϥʔ
166. ᶄϢʔβʔॻ͖ࠐΈ࣌ʹɺForest, NecoͷEs྆ํͷΠ ϯσοΫεΛߋ৽͢ΔΑ͏ʹ͢Δ (BSPPOɹ "1 Forest Es (BSPPOɹ .Z42- • ΫϩʔϦϯά͕׬͍ྃͯ͠Ε͹ɺForestͱNecoͷΠϯσοΫε͕ ಉ͡಺༰ʹͳΔ  Neco Es
167. ᶄϢʔβʔॻ͖ࠐΈ࣌ʹɺForest, NecoͷEs྆ํͷΠ ϯσοΫεΛߋ৽͢ΔΑ͏ʹ͢Δ (BSPPOɹ "1 Forest Es (BSPPOɹ .Z42- • ΫϩʔϦϯά͕׬͍ྃͯ͠Ε͹ɺForestͱNecoͷΠϯσοΫε͕ ಉ͡಺༰ʹͳΔ  Neco Es
168. ᶅNecoͷEsΛݕࡧʹར༻͢ΔΑ͏ʹ͢Δ  (BSPPOɹ "1 Forest Es (BSPPOɹ .Z42- Neco Es 🔍
169. ։ൃ؀ڥͷ࡞੒
170. ։ൃ؀ڥͷ؅ཧ • Garoonͷଞͷ։ൃऀ΋Neco্Ͱ։ൃ؀ڥΛ࡞ΕΔඞཁੑ • Garoonຊମ͸τϐοΫϒϥϯνͰ։ൃ͠ɺ mainʹϚʔδͨ͠ΒϦϦʔε͞ΕΔ࢓૊Έ • τϐοΫϒϥϯν্ͰͷΠϝʔδͷϏϧυͱɺ ։ൃ؀ڥ࡞੒͕ඞཁ • Garoon։ൃऀͷେ൒͸ϕτφϜϝϯόʔ 
171. ։ൃ؀ڥ΋GitOpsʹ͢΂͖͔ʁ • GaroonϦϙδτϦͷPR͝ͱʹ։ൃ؀ڥ͕࡞ΒΕΔͨΊɺ ͦͷ਺͚ͩgaroon-appsʹ΋PR͕ඞཁʹͳͬͯ͠·͏ • garoon-apps΁ͷPRͷ਺͕૿͑ա͗ͯ͠·͏ • cleanupॲཧͰ΋͞ΒʹPR͕ඞཁ 
172. ։ൃ؀ڥ΋GitOpsʹ͢΂͖͔ʁ • GaroonϦϙδτϦͷPR͝ͱʹ։ൃ؀ڥ͕࡞ΒΕΔͨΊɺ ͦͷ਺͚ͩgaroon-appsʹ΋PR͕ඞཁʹͳͬͯ͠·͏ • garoon-apps΁ͷPRͷ਺͕૿͑ա͗ͯ͠·͏ • cleanupॲཧͰ΋͞ΒʹPR͕ඞཁ  ͦ΋ͦ΋࢖͍ࣺͯͷ؀ڥΛ
     (JU؅ཧ͢ΔϝϦοτ͕গͳ͍
173. ։ൃ؀ڥͰ͸ • ௨ৗͷ։ൃͰ͸ΠϯϑϥΛࡉ͔͘ઃఆ͍ͨ͜͠ͱ͸ك • ςετ͕ऴΘͬͨΒ࡟আͯ͠جຊతʹ͸໰୊ͳ͍ • CI্ͰϘλϯͻͱͭͰ kubectl ίϚϯυ͕࣮ࢪ͞Εɺ খϦιʔεͷGaroon։ൃ؀ڥ͕࡞੒͞ΕΔΑ͏ʹ • Ұఆظؒͨͬͨ؀ڥ͸ࣗಈ࡟আ • ࡉ͔͍ઃఆ͕ඞཁͰ͋ͬͨΓɺ։ൃ؀ڥΛ࢒͓͖͍ͯͨ࣌͠͸ɺ એݴతʹgaroon-appsʹઃఆΛ͔͚ΔΑ͏ʹ 
174. ͦ΋ͦ΋ͷNecoʹ׳Εͯ΋Β͏ • Garoonͷଞͷ։ൃϝϯόʔ΋ɺ΄ͱΜͲ͕Neco΍k8sΛ஌Βͳ͍ • Garoonͷ։ൃͷͨΊʹɺNecoͰ஌ͬͯ΋Β͏͜ͱΛߜΓɺ υΩϡϝϯτΛ࡞੒ • k8sͷPod, DeploymentɺϩάͷݟํͳͲΛϕʔε஌ࣝͱͯ͠උ͑ ͯ΋Β͏ 
175. ϕτφϜग़ு • Garoon͸೔ຊͱϕτφϜͷ2ڌ఺։ൃ • ΤϯδχΞͷ਺͸ϕτφϜͷํ͕ଟ͍ • ϕτφϜʹग़ுͯ͠ɺNecoʹ͍ͭͯݚम • ج൫͕มΘΔ͜ͱͷෆ҆Λͳͯ͘͠΋Β͏ 
176. ϕτφϜग़ு • Garoon͸೔ຊͱϕτφϜͷ2ڌ఺։ൃ • ΤϯδχΞͷ਺͸ϕτφϜͷํ͕ଟ͍ • ϕτφϜʹग़ுͯ͠ɺNecoʹ͍ͭͯݚम • ج൫͕มΘΔ͜ͱͷෆ҆Λͳͯ͘͠΋Β͏  ௚઀࿩͢͜ͱͰཧղΛਂΊͯ΋Β͑ͨ
177. ো֐ରԠ܇࿅
178. ো֐ରԠ܇࿅ • Garoonϝϯόʔ͸΄΅ো֐ରԠະܦݧ • NecoͰͷো֐ରԠͷ΍ΓํΛ਎ʹ͚ͭΔඞཁ͕͋Δ • PagerDutyͰ໛ٖతͳো֐Λىͨ͜͠ 
179. 
180. 
181.  ো֐ରԠͷྲྀΕΛܾΊ͓ͯ͘͜ͱͰɺ
     ো֐ରԠ࣌ʹௐࠪʹूதͰ͖ΔΑ͏ʹ
182. ো֐ରԠ܇࿅Ͱ֬ೝͰ͖ͨ͜ͱ • ো֐ൃੜ࣌ʹͲ͜ʹ͋ͭ·Δ͔ʢSlack, Zoomʣ • ো֐ରԠͷه࿥܎ΛܾΊΔ͜ͱ • Ξϥʔτ͝ͱͷॳΊʹରԠ͢ΔΦϖϨʔγϣϯखॱ • ো֐ରԠͷશମͷྲྀΕ 
183. NecoʹҠߦ͢ΔͨΊʹߦͬͨλεΫΛ঺հ ͢Δͥʂ  1. δϣϒΩϡʔͷҠߦ 2. ઈରʹఀࢭͤ͞ͳ͍Kubernetes V.S. ઈରʹఀࢭ͍ͤͨ͞ϝϯςφϯε 3. αʔϏεσΟεΧόϦʔରԠ 4. ো֐ͷӨڹൣғΛݶఆ͢ΔόϧΫϔουͷಋೖ 5. ϩάͷճऩͱվम 6. ؂ࢹػೳɾμογϡϘʔυͷ࡞੒ 7. ElasticsearchͷNecoҠߦ 8. Neco্ͷ؀ڥΛଞͷGaroon։ൃϝϯόʔ͕͔ͭ͑ΔΑ͏ʹ 9. ো֐ରԠ܇࿅
184. NecoʹҠߦ͢ΔͨΊʹߦͬͨλεΫΛ঺հ ͢Δͥʂ  1. δϣϒΩϡʔͷҠߦ 2. ઈରʹఀࢭͤ͞ͳ͍Kubernetes V.S. ઈରʹఀࢭ͍ͤͨ͞ϝϯςφϯε 3. αʔϏεσΟεΧόϦʔରԠ 4. ো֐ͷӨڹൣғΛݶఆ͢ΔόϧΫϔουͷಋೖ 5. ϩάͷճऩͱվम 6. ؂ࢹػೳɾμογϡϘʔυͷ࡞੒ 7. ElasticsearchͷNecoҠߦ 8. Neco্ͷ؀ڥΛଞͷGaroon։ൃϝϯόʔ͕͔ͭ͑ΔΑ͏ʹ 9. ো֐ରԠ܇࿅ ͍Α͍Α/FDPҠߦͰ͖Δ͔ɾɾɾʂʁ
185. ࢠڙ͕࢈·Ε·ͨ͠
186. ໨࣍ • ͳͥNecoҠߦ͕ඞཁͩͬͨͷ͔ • NecoͷίΞίϯηϓτ • GaroonΛNecoͰಈ͔͢ํ๏ • NecoҠߦͰඞཁͩͬͨ͜ͱ9બ • νʔϜϦʔμʔͰҭٳΛऔಘͨ͠࿩ • ͦͯ͠Ҡߦ΁ 
187. ҭٳ͍͖ͨͩ·͢ʂ • ͋Β͔ͨͷλεΫͷऴΘΓ͕ݟ͑ɺ ࣾ಺؀ڥͷҠߦ͕Ͱ͖Δ͔΋ɺͱ͍͏λΠϛϯάͰ ҭٳΛ൒೥ͱΔ͜ͱʹ • ҭٳͷ4ϲ݄લʹνʔϜʹڞ༗ • ࣗ෼ͷ໾ׂΛ੔ཧͯ͠ɺνʔϜʹ౉͢ 
188. ౰࣌ͷਿࢁͷ໾ׂ • TsukimiνʔϜͷϦʔμʔ • Garoon NecoҠߦͷϓϩδΣΫτϚωδϝϯτ • νʔϜ֎ͱͷ΍ΓͱΓͷ૭ޱ • ઃܭํ਑ɾ࣮૷ͷνʔϜ಺ϨϏϡʔ • λεΫͷ࣮૷ • νʔϜ֎͔ΒͷׂΓࠐΈλεΫͷ࣮ࢪ 
189. ҭٳ·Ͱʹ΍ͬͨ͜ͱ • ࢒Γͷେ͖͍λεΫͷચ͍ग़͠ • υΩϡϝϯτʹͳͥ΍Δ͔ɺԿΛ΍Δඞཁ͕͋Δ͔ɺ ࠓݟ͍͑ͯΔߟྀϙΠϯτΛॻ͖ग़͠ • ൒೥Ͱ΍Γͦ͏ͳ͜ͱͷܭըΛνʔϜͰ࿩͢ • ҭٳதͷνʔϜମ੍ͷߏங ʢνʔϜϝϯόʔ2໊ʹɺνʔϜӡӦͷ໾ׂͱɺςοΫϦʔυͷ໾ׂΛ͓ئ͍ʣ 
190. ҭٳதͷ΅͘ • Θ͕͔͜Θ͍͍ΑΘ͕͜ • ࣾ಺؀ڥ͸ݟΑ͏ͱࢥ͑͹ݟΕΔঢ়ଶ • ҭٳऔಘ௚ޙ͸ؾʹͳͬͯݟ͍͕ͯͨɺ1ϲ݄͘Β͍Ͱ΄΅ݟͳ͘ͳͬͨ • Ͳ͏͠Α͏΋ͳ͍࣌͸࿈བྷ͍ͯͩ͘͠͞ͱνʔϜʹ͸఻͑ͨ • νʔϜ͔Β͸1ճ࣭໰͕དྷ͚ͨͩ 
191. ҭٳதͲ͏ͩͬͨʁʢby ഒ଎ձٞʣ • AI͕࣭໰Λͭͬͯ͘͘ΕΔαʔϏεͰνʔϜϝϯόʔʹ࣭໰ 
192. ҭٳதͲ͏ͩͬͨʁ 
193. ҭٳதͲ͏ͩͬͨʁ  νʔϜ͸ࣗ཯తʹ͏·͘ճ͍ͬͯͨ
     νʔϜϝϯόʔͷ੒௕ػձʹ΋ܨ͕͍ͬͯͨ
194. ҭٳதͲ͏ͩͬͨʁ 
195. Ҿ͖ܧ͗ͷ೉͍͠΋ͷ • ૬ஊઌ • ଞνʔϜͱͷ΍ΓͱΓϊ΢ϋ΢ • ༧ظͤ͵ग़དྷࣄ΁ͷରԠํ๏ • ҙࢥܾఆํ๏ 
196. Ҿ͖ܧ͗ͷ೉͍͠΋ͷ • ૬ஊઌ • ଞνʔϜͱͷ΍ΓͱΓϊ΢ϋ΢ • ༧ظͤ͵ग़དྷࣄ΁ͷରԠํ๏ • ҙࢥܾఆํ๏  ܦݧʹΑͬͯಘ΍͍͢εΩϧ͸
     Ҿ͖ܧ͕͗೉͍͜͠ͱΛ࠶ೝࣝ
197. ҭٳΛऴ͑ͯ • νʔϜϝϯόʔͱ1on1Λͯ͠ঢ়گ೺Ѳ • ܭըͷલޙ͸͕͋ͬͨɺ֓Ͷҭٳલͷܭը௨Γ • ҭٳ໌͚ͯɺνʔϜϦʔμʔͷ໾ׂ͕େ͖͘ݮͬͨ 
198. ҭٳΛऴ͑ͯ • νʔϜϝϯόʔͱ1on1Λͯ͠ঢ়گ೺Ѳ • ܭըͷલޙ͸͕͋ͬͨɺ֓Ͷҭٳલͷܭը௨Γ • ҭٳ໌͚ͯɺνʔϜϦʔμʔͷ໾ׂ͕େ͖͘ݮͬͨ  ҭٳ͸ਓੜͷதͰ΋࠷ྑͷܦݧ
     νʔϜϝϯόʔʹվΊͯײँ
199. ͦͯ͠Ҡߦ΁
200. Ҡߦܭը • NecoʹҠߦͯ͠໰୊͕͋Ε͹͙͢ʹForestʹ੾Γ໭͢ମ੍ • NecoͱForest྆؀ڥͰͷ඼࣭อূ͕ඞཁ • ໰୊͕ൃੜͯ͠΋࠷খݶͷϢʔβʔӨڹʹ཈͍͑ͨ 
201. Ҡߦܭը • NecoʹҠߦͯ͠໰୊͕͋Ε͹͙͢ʹForestʹ੾Γ໭͢ମ੍ • NecoͱForest྆؀ڥͰͷ඼࣭อূ͕ඞཁ • ໰୊͕ൃੜͯ͠΋࠷খݶͷϢʔβʔӨڹʹ཈͍͑ͨ  ஈ֊తʹϦϦʔε͍ͯ͘͠
202. ࣾ಺؀ڥ • αΠϘ΢ζͰ͸υοάϑʔσΟϯάͰࣾ಺Ͱ΋GaroonΛར༻ • ࣾ಺؀ڥΛNecoʹҠߦ͠໰୊͕ͳ͍͜ͱΛ֬ೝ • ͞ΒʹForestʹ੾Γ໭͠ˠ΋͏Ұ౓NecoʹҠߦΛ͢Δ͜ͱͰɺ ੾Γ໭͠ͷखॱ΋֬ೝ 
203. ΧφϦΞϦϦʔε • ސ٬؀ڥ΋େ͖͘3ͭͷάϧʔϓʹ෼ׂ • ར༻ྺ΍σʔλྔͷগͳ͍؀ڥ͔ΒҠߦ • ໰୊͕͋ͬͯ΋Ҡߦ͍ͯ͠ͳ͍؀ڥʹӨڹ͕ͳ͍Α͏ʹ 
204. ͦͯ͠Ҡߦ΁ • େ͖ͳτϥϒϧͳ͘Ҡߦ׬ྃʂ • Ҡߦޙ͸μογϡϘʔυͰɺϦιʔεར༻ྔ΍ϨεϙϯελΠ Ϝͷ΢Υον • Ξϥʔτ΋ಛʹͳΒͣ 
205. ͦͯ͠Ҡߦ΁ • େ͖ͳτϥϒϧͳ͘Ҡߦ׬ྃʂ • Ҡߦޙ͸μογϡϘʔυͰɺϦιʔεར༻ྔ΍ϨεϙϯελΠ Ϝͷ΢Υον • Ξϥʔτ΋ಛʹͳΒͣ  ϢʔβʔʹΠϯϑϥ͕੾ΓସΘͬͨ͜ͱΛؾ͔ͮΕͣʹ׬ྃ
206. ͦͯ͠Ҡߦ΁ • େ͖ͳτϥϒϧͳ͘Ҡߦ׬ྃʂ • Ҡߦޙ͸μογϡϘʔυͰɺϦιʔεར༻ྔ΍ϨεϙϯελΠ Ϝͷ΢Υον • Ξϥʔτ΋ಛʹͳΒͣ  👏👏👏👏👏👏👏👏
     🎉🎉🎉🎉🎉🎉🎉🎉
207. ͜Ε͔ΒͷGaroon on Neco • Φϯίʔϧମ੍ͷཱ֬ • Forestͷ͓૟আλεΫ • Neco্ʹ৽ػೳΛཱ͍ͯͨ • ϑΟʔνϟʔϑϥά • AI༻ͷϓϩΩγαʔϏε 
208. ·ͱΊ • VMͰͷӡ༻ʹݶք͕͋ͬͨͨΊk8sͱGitOpsͷNecoʹҠߦ • 4೥͔͔͕ͬͨɺτϥϒϧ΍େ͖ͳ஗Ԇͳ͘׬ྃ • ΦϖϨʔγϣϯΛએݴతʹ͢ΔͨΊͷΞϓϦέʔγϣϯͷରԠ͸Hard • δϣϒΩϡʔ΍ఀࢭϝϯςɺαʔϏεσΟεΧόϦɺϩάɺμογϡϘʔυͳͲɺ Πϯϑϥͱͷ઀ଓ෦෼ͰͷλεΫ͕ͨ͘͞Μ • ඞཁʹԠͯ͡ɺΤΩεύʔτνʔϜ΍ΠϯϑϥνʔϜͷॿ͚ΛआΓͨ • ҭٳΛ࢝ΊɺνʔϜϝϯόʔʹͨ͘͞Μॿ͚ͯ΋Βͬͨ