About CICD and Monitoring at LINE

「LINEにおけるCI/CDとMonitoring」
LINE Growth Technology 黒木亮太

うちのDevOps事情〜大規模サービスのモニタリングあれこれ〜
https://techplay.jp/event/765163

Transcript

1. LINEにおける CI/CD と Monitoring うちのDevOps事情〜大規模サービスのモニタリングあれこれ〜 2020.01.29 LINE Growth Technology株式会社 ⿊⽊亮太
2. ࠇ໦ ྄ଠ -*/&
   (SPXUI
   5FDIOPMPHZגࣜձࣾ ։ൃࣨࣨ௕ 
    
   
   Ϡϑʔגࣜձࣾ 
    
   
   גࣜձࣾ$ZCFS"HFOU 
    
   -*/&
   (SPXUI
   5FDIOPMPHZגࣜձࣾ .Z
   1SPGJMF DIBNQ@NFMPO SZPUBLVSPLJ
3. -*/&
   (SPXUI
   5FDIOPMPHZʁ $*$% .POJUPSJOH"MFSU
   01 02 03 Agenda
4. -*/&
   (SPXUI
   5FDIOPMPHZʁ $*$% .POJUPSJOH"MFSU
   01 02 03 Agenda
5. 子会社(100%) 開発組織
6. .JTTJPO 'PS
   (SPXUI
   PG
   4FSWJDFT
   BOE
   :PV αʔϏεͷ੒௕ ਓͷ੒௕
7. (SPXUI։ൃͱ͸ʁ -*/&ઐ໳ͷۀ຿ҕୗ૊৫ʁ (SPXUI
   )BDLઐ໳ͷνʔϜʁ
8. (SPXUI։ൃͱ͸ʁ -*/&ઐ໳ͷۀ຿ҕୗ૊৫ʁ (SPXUI
   )BDLઐ໳ͷνʔϜʁ -*/&αʔϏεͷ੒௕Λ୲͏։ൃ૊৫
9. (SPXUI։ൃͱ͸ʁ -*/&αʔϏεͷ੒௕ ಺ଆͷྖҬ ֎ଆͷྖҬ
10. -*/&
    (SPXUI
    5FDIOPMPHZ • -*/&ͷ։ൃ૊৫ • -*/&ͷಉਫ४Ͱ։ൃΛߦ͏ • ٕज़ • ΞʔΩςΫνϟ • (SPXUI։ൃΛઐ໳ྖҬͱ͢ΔνʔϜ
11. -*/&
    (SPXUI
    5FDIOPMPHZ
12. • Ҏ߱ͷϓϨθϯ͸ɺ-*/&
    (SPXUI
    5FDIOPMPHZʢ(5ʣͷۀ຿ ࣠Ͱͷ࿩ͱͳΓ·͢ • -*/&άϧʔϓશମͰ͸ɺඞͣ͠΋ಉ༷ͱ͍͏ࣄͰ͸͋Γ·ͤΜ ͸͡Ίʹ
13. -*/&
    (SPXUI
    5FDIOPMPHZʁ $*$% .POJUPSJOH"MFSU
    01 02 03 Agenda
14. $*$%
15. $*$% +FOLJOT $JSDMF$* %SPOF 1.$
    ˞ $*$% 5PPM ˞ -*/&಺੡ͷ$*$%πʔϧɻৄࡉ͸ޙड़
16. $*$% +FOLJOT $JSDMF$* %SPOF 1.$
    ˞ $*$% 5PPM ˞ -*/&಺੡ͷ$*$%πʔϧɻৄࡉ͸ޙड़
17. • -*/&Ͱඪ४తʹར༻͞Ε͍ͯΔEFQMPZπʔϧ • ໾ׂ • $.%#
    DPOGJHVSBUJPO
    NBOBHFNFOU
    EBUBCBTF • #VJME • %FQMPZ • ؂ࠪ༻ʹϩάΛҰఆظؒʢࣾ಺نఆʣอ࣋͠ɺ(6*ͰՄࢹԽ͕Մೳ 1.$ͱ͸ʁ
18. αʔϏε (JUIVC &OUFSQSJTF 1.$ 1.$Λར༻ͨ͠$*$%ͷύλʔϯ +FOLJOT $* $% .BWFO CVJMEͰͷੜ੒ϑΝΠϧΛࣾ಺ϦϙδτϦʹೖΕɺཤྺ؅ཧͳͲ΋ߦ͍ͬͯΔ
19. ,TͳͲίϯςφͰͷར༻͸૝ఆ͞Ε͍ͯͳ͍ͨΊɺҎԼͷ͍ͣΕ͔ͷରԠ͕ඞਢʹͳͬͯ ͘Δ • 1.$ͷπʔϧ֦ுʢίϯςφରԠʣ • 1.$Ҏ֎ͷ୅ସखஈͷݕ౼ 1.$ͷݱঢ়Ͱͷ՝୊
20. ͦ͜Ͱɺ
21. ࣮༻Խʹ޲͚ͨࢼΈΛ࣮ࢪத ͳͥ%SPOFΛར༻͢Δͷ͔ʁ • %PDLFSωΠςΟϒͰ͋Δ • εέʔϧϝϦοτ • +FOLJOTΑΓ΋ɺCVJMEUFTU͕ߴ଎ʹ࣮ߦՄೳ • ࣾ಺ʹશࣾ%SPOF؀ڥ͕͋Δ %SPOF
22. %SPOFΛ༻͍ͨࢼΈʢΠϚίίʣ αʔϏε (JUIVC &OUFSQSJTF 1.$ %SPOF )BSCPS ˞1SJWBUF
    %PDLFS
    3FQPTJUPSZ $* $%
23. %SPOFΛ༻͍ͨࢼΈʢࠓޙʣ αʔϏε (JUIVC &OUFSQSJTF %SPOF $* )BSCPS ˞1SJWBUF
    %PDLFS
    3FQPTJUPSZ $% "SHP
    $% ˞LTͷͨΊͷΦʔϓϯιʔεͳ ίϯςφωΠςΟϒϫʔΫϑϩʔΤϯδϯ
24. %SPOFΛ༻͍ͨࢼΈʢࠓޙʣ αʔϏε (JUIVC &OUFSQSJTF %SPOF $* )BSCPS ˞1SJWBUF
    %PDLFS
    3FQPTJUPSZ $% "SHP
    $% ˞LTͷͨΊͷΦʔϓϯιʔεͳ ίϯςφωΠςΟϒϫʔΫϑϩʔΤϯδϯ αʔϏεಋೖʹ޲͚ͯಈ͍͍ͯΔ͕࣮༻Խʹ͸·ͩ ͍͔ͭ͘ϋʔυϧ͕ɻɻ ͜ͷ࿩͸࣍ͷػձʹͰ΋
25. -*/&
    (SPXUI
    5FDIOPMPHZʁ $*$% .POJUPSJOH"MFSU
    01 02 03 Agenda
26. ʢ࣍ͷ"HFOEBʹߦ͘લʹʣ -*/&Ͱͷ৬छͷ࿩Λগ͠
27. • ΤϯδχΞϩʔϧ • αʔόʔαΠυ • ϑϩϯτΤϯυ • ։ൃࢧԉʢ%FW0QTʣ • ։ൃࢧԉʢ%FW0QTʣ • αʔϏε։ൃʹ͓͚Δʮࢧԉπʔϧʢ6UJMJUZʣͷ։ൃʯͳͲ43&ͷΑ͏ͳಈ͖ํΛ͢ ΔνʔϜ ΤϯδχΞͷ৬छ
28. ৬छͱΧόʔൣғ Πϯϑϥ ։ൃࢧԉʢ%FW0QTʣ αʔόʔαΠυ ϑϩϯτΤϯυ ϓϥΠϕʔτΫϥ΢υ ʢ7FSEBʣ ৬छ ϛυϧ΢ΣΞ ։ൃࢧԉπʔ ϧ ΞϓϦέʔ γϣϯ Χόʔൣғ
29. -*/&
    (SPXUI
    5FDIOPMPHZʁ $*$% .POJUPSJOH"MFSU
    01 02 03 Agenda
30. .POJUPSJOH"MFSU
31. .POJUBSJOH ;BCCJY 1SPNFUIFVT /4JHIU ˞ .POJUPSJOH 5PPM ˞ -*/&಺੡ͷαʔόʔͷ؂ࢹπʔϧɻओʹαʔϏεԣஅͰαʔόʔঢ়گͷ؂ࢹʹ༻͍͍ͯΔ
32. .POJUBSJOH ;BCCJY 1SPNFUIFVT /4JHIU ˞ .POJUPSJOH 5PPM ˞ -*/&಺੡ͷαʔόʔͷ؂ࢹπʔϧɻओʹαʔϏεԣஅͰαʔόʔঢ়گͷ؂ࢹʹ༻͍͍ͯΔ
33. 1SPNFUIFVTΛར༻ͨ͠.POJUPSJOHͷύλʔϯ (SBGBOB 1SPNFUIFVT .POJUPSJOH 7JTVBMJ[F 1SPNHFO
34. • 1SPNFUIFVTΛΞϓϦέʔγϣϯΤϯδχΞ͕ར༻͠΍͘͢͢Δπʔϧ • ػೳ • 1SPNFUIFVTͷઃఆϑΝΠϧͷ࡞੒؅ཧ • Ξϥʔτͱ௨஌ͷߏ੒؅ཧ • 0QFO
    4PVSDFͱͯ͠ެ։ • IUUQTHJUIVCDPNMJOFQSPNHFO 1SPNHFO
35. 1SPNHFO <-*/&
    &OHJOFFSJOH
    #MPHͰͷؔ࿈هࣄ> 1SPNFUIFVTΛαʔϏεͱͯ͠ఏڙ͢Δ IUUQTFOHJOFFSJOHMJOFDPSQDPNKBCMPHQSPWJ EJOHQSPNFUIFVTBTBTFSWJDF
36. 1SPNHFOɿ3VMFT • ϞχλϦϯάϧʔϧͷઃఆ • ࠷௿ݶͷϧʔϧ͸ɺσϑΥϧτͰ༻ҙ͞Ε͍ͯ Δ • αʔϏεଆͰΧελϚΠζՄೳ • దԠͷ0O0GG • ᮢ஋ • ϧʔϧͷΦʔόʔϥΠυ
37. 1SPNHFOɿ4FOEFS • ௨஌ͷઃఆ • ར༻Ͱ͖Δ௨஌ͷछྨ • .BJM • 4MBDL • -*/& • XFCIPPL
38. 1SPNHFOɿ1SPKFDUT • άϧʔϓͷઃఆ • ద੾ͳ୯ҐͰάϧʔϐϯάͭͭ͠ɺ؅ཧ͢Δࣄ͕Մೳ • ྫʣ • 8FC • "1* • #BUDI ͳͲ
39. ͦͷଞͷศརπʔϧ
40. • ࣾ಺൛ͷ"OTJCMF
    (BMBYZ༻ͷϦϙδτϦ • ؅ཧର৅ • 1SPNFUIFVTͷ֤छFYQPSUFS • ֤छϛυϧ΢ΣΞ • ΞϓϦέʔγϣϯଆʹ"OTJCMF ͰೖΕΔ͚ͩͰɺ؅ཧ͠΍͍͢ ઃఆͰಋೖͰ͖Δ $PTNP
41. • ΞϥʔτΛ4MBDL΁௨஌ͯ͘͠ΕΔ#PU • 1SPNHFOͱ࿈ܞͯ͠ΞϥʔτͷTJMFODFΛ4MBDL্͔ΒઃఆͰ͖Δ ".
    #PU
42. ࣭ٙԠ౴