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ママリを支えるAmazonECS~Docker駆動でのサービス開発事例~

 ママリを支えるAmazonECS~Docker駆動でのサービス開発事例~

Amazon Container Service 事例祭り の発表資料です。

Shoichiro Nagai(shnagai)

October 30, 2017
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  1. ҰาΛࢧ͑Δ
    "NB[PO$POUBJOFS4FSWJDFࣄྫࡇΓ
    $POOFIJUP JODɹӬҪউҰ࿠
    ϚϚϦΛࢧ͑Δ"NB[PO&$4

    d%PDLFSۦಈͰͷαʔϏε։ൃࣄྫd

    View Slide

  2. $POOFIJUP*OD
    ࣗݾ঺հ
    ӬҪউҰ࿠
    IUUQRJJUBDPNOBHBJT
    IUUQLPCJUPTBOIBUFOBCMPHDPN
    !TIOBHBJ
    $POOFIJUP JOD&OHJOFFS
    ৬ྺɿ

    SIerɹɹɹɹ3೥
    Ұٳɹɹɹ 7೥
    ίωώτ ࠓ೥5݄͔Βjoin

    View Slide

  3. $POOFIJUP*OD
    ϚϚϦͷαʔϏε঺հ

    View Slide

  4. $POOFIJUP*OD
    ϚϚϦͷαʔϏε঺հ

    View Slide

  5. $POOFIJUP*OD
    ΞδΣϯμ
    w ίωώτͰͷ%PDLFSಋೖࣄ৘
    w &$4Λ࢖ͬͨຊ൪ӡ༻5*14
    w όον࣮ߦ؀ڥͷࣄྫ

    w &$4ͷϝϦοτͱվળΛظ଴͢Δ఺

    View Slide

  6. $POOFIJUP*OD
    ίωώτͰͷ%PDLFSಋೖࣄ৘

    View Slide

  7. $POOFIJUP*OD
    %PDLFSಋೖͷྺ࢙
    w ։ൃ؀ڥΛ%PDLFSԽ ݄

    7BHSBOUͷ୅ΘΓͱͯ͠ɻ։ൃऀͷධ൑΋ྑ͘͜Ε͸ྑͦ͞͏

    w ·ͣ͸ɺग़དྷΔͱ͜Ζ͔Βຊ൪ಋೖ ݄

    %PDLFSຊ൪Ͱ΋ྑͦ͞͏ɻ৭ʑݕূ͢Δதɺ&$4ͱग़ձ͏

    w ৽ن্ཱͪ͛ͷαʔϏεΛશͯ&$4ͰαʔϏεΠϯ ݄

    αʔϏεΠϯޙ΋҆ఆͯ͠ಈ͘͜ͱΛ֬ೝ

    w طଘαʔϏεΛॱ࣍&$4 %PDLFSԽ
    ʹϦϓϨΠε ݄ʙ

    ࠓ͜͜ͷਅͬ࠷த

    View Slide

  8. $POOFIJUP*OD
    &$4Ͱಈ͘αʔϏεͷن໛

    View Slide

  9. $POOFIJUP*OD
    ͜͜Ͱɺ
    &$4ؔ࿈ͷ༻ޠΛҰ౓੔ཧ͠·͢

    View Slide

  10. $POOFIJUP*OD
    &$4&$3ͷ༻ޠͷ੔ཧ
    &$3

    "84Ϛωʔδυͷ%PDLFSΠϝʔδϨδετϦ

    λεΫ

    %PDLFSίϯςφ

    λεΫఆٛ

    ɹ%PDLFSίϯςφͷىಈύϥϝʔλ౳ͷఆٛ QVMM͢Δ%PDLFS*NBHF΍ί
    ϯςφͷύϥϝʔλΛఆٛ

    αʔϏε

    ɹλεΫΛ·ͱΊΔάϧʔϓ λεΫىಈ਺"-# /-#࿈ܞ"VUPTDBMF౳

    Ϋϥελ

    ɹλεΫΛಈ͔͢ϗετ &$
    ͷू߹ମ "VUP4DBMMJOH(SPVQPSΧελϜ
    &$

    View Slide

  11. $POOFIJUP*OD
    &$4͸%PDLFSΛ"84؀ڥͰָʹ
    ಈ͔ͨ͢ΊͷΦʔέετϨʔγϣϯπʔϧ

    View Slide

  12. $POOFIJUP*OD
    &$4Ͱಈ͘αʔϏεͷن໛
    w Ϋϥελ਺ 4UBHJOH؀ڥؚΉ

    αʔϏεΫϥελͷߏ੒

    αʔϏεͷεύΠΫͰΫϥελ͕ѹഭ͞ΕͯɺଞͷαʔϏεʹ
    ӨڹΛ༩͑ΔͷΛආ͚ͨ

    w λεΫ ίϯςφ
    ਺໿ CBUDIআ͘

    ฏৗ࣌ͷϗετ౰ͨΓ͸࠷େλεΫ

    ෛՙࢼݧͯ͠Έͨͱ͜ΖɺλεΫҎ্ʹͯ͠΋ύϑΥʔϚϯε
    ͕มΘΒͳ͔ͬͨ

    View Slide

  13. $POOFIJUP*OD
    &$4Ͱಈ͘ຊ൪αʔϏεͷछྨ
    w 8FCΞϓϦέʔγϣϯΤϯυϙΠϯτ

    w εέδϡʔϧόον $SPO

    w %%-ͷ࣮ߦ؀ڥ

    w GMVFOUEΞάϦήʔλ

    View Slide

  14. $POOFIJUP*OD
    %PDLFSಋೖΛਐΊΔதͰͷجຊํ਑
    w ΠϯϑϥαΠυ͚ͩͰɺ%PDLFSԽΛ׬݁ͤ͞ͳ͍

    αʔόαΠυ΍ϑϩϯτΤϯυΤϯδχΞͱҰॹʹ%PDLFSGJMFΛ
    ࡞͍ͬͯ͘ɻ

    ΞϓϦέʔγϣϯͷϙʔλϏϦςΟ্͕͕ͬͯ΋ɺͦΕΛ৮ΕΔ
    ਓ͕ݶΕΔͱޮՌ൒ݮͳͷͰɺ΄ͱΜͲͷέʔεͰɺ13ͷϨϏϡʔ
    Λ։ൃऀʹߦͬͯ΋Β͏Α͏ʹ͍ͯ͠Δɻ

    w %PDLFSԽͰϛυϧ΢ΣΞߋ৽ͷোนΛԼ͛Δ ϩʔΧϧͱಉ͡΋ͷ
    ͕ຊ൪Ͱ΋ಈ͍͍ͯΔ҆৺ײ

    View Slide

  15. $POOFIJUP*OD
    &$4Λ࢖ͬͨຊ൪ӡ༻5*14

    View Slide

  16. $POOFIJUP*OD
    5*14ᶃσϓϩΠ

    View Slide

  17. $POOFIJUP*OD
    5*14ᶃσϓϩΠdछྨd
    ຊ൪ӡ༻͢Δʹ͋ͨΓɺछྨͷσϓϩΠϑΣʔζΛ༻ҙ

    ᶃ4UBHJOH؀ڥ΁ͷσϓϩΠ


    ᶄ1SPEVDUJPO؀ڥ΁ͷσϓϩΠ


    ᶅϩʔΧϧΛ4UBHJOH؀ڥʹ͍࣋ͬͯ͘σϓϩΠ


    ᶆϩʔϧόοΫ

    View Slide

  18. $POOFIJUP*OD
    5*14ᶃσϓϩΠdجຊํ਑d
    w &$3ʹ͋Δ%PDLFSΠϝʔδͷλάΛத৺ͱͨ͠σϓϩΠϑ
    ϩʔ

    w (JUͷNBTUFSϒϥϯν%PDLFSΠϝʔδͷMBUFTUλάͱͯ͠
    ͍Δ

    4UBHJOHMBUFTU

    1SPEVDUJPOSFMFBTF MBUFTUͷίϐʔ

    w &$4΁ͷσϓϩΠ͸ɺ৽͍͠λεΫఆٛΛ࡞Γɺͦͷఆٛ
    Λݩʹର৅αʔϏεͷߋ৽Λߦ͏ࣄͰ࣮ݱ

    ͜ͷ෦෼͸ɺFDTEFQMPZͱ͍͏πʔϧΛ࢖͍ͬͯΔ


    View Slide

  19. $POOFIJUP*OD
    5*14ᶃσϓϩΠd&$4ͷαʔϏεߋ৽d
    w &$4Ͱ͸ɺλεΫىಈ࣌ʹλεΫఆٛʹઃఆͨ͠ɺλά
    ͷ%PDLFSΠϝʔδΛQVMMͯ͘͠Δ


    ˠ%PDLFSΠϝʔδͷQVTIޙʹɺ&$4ͰαʔϏεΛߋ৽
    Λ͢Ε͹࠷৽ͷίʔυͰ৽نͷλεΫΛ্ཱͪ͛Δ͜ͱ
    ͕ग़དྷΔ

    View Slide

  20. $POOFIJUP*OD
    5*14ᶃσϓϩΠdશମ૾d

    View Slide

  21. $POOFIJUP*OD
    5*14ᶃσϓϩΠd·ͱΊd
    w ։ൃऀ͸ɺ%PDLFSͷ։ൃ؀ڥͰಈ͍ͨίʔυΛ௨ৗ௨Γͷ(JUૢ
    ࡞ 13.BTUFS.FSHF
    ͢Δ͚ͩͰɺ4UBHJOH؀ڥ·Ͱ͍࣋ͬͯ
    ͘͜ͱ͕ग़དྷΔ

    w σϓϩΠؔ࿈ͷΞΫγϣϯ͸4MBDLͷಛఆνϟϯωϧʹ௨஌

    ଞͷϝϯό͕ɺσϓϩΠͷΞΫγϣϯʹؾ͚ͮΔ༷ʹ͢Δ

    w ίϯςφೖସ͑ɺ"-#͔Βͷ੾Γ཭͠౳ͷΦʔέετϨʔγϣ
    ϯ૚͸ɺશͯ&$4ʹ೚ͤΔ


    &$4Λ࢖͍ͬͯΕ͹ɺσϓϩΠΛ૊Ή࣌ʹਏ͘ͳΓ͕ͪͳɺΦʔ
    έετϨʔγϣϯͷ෦෼Λશͯ&$4ʹ೚ͤΔࣄ͕ग़དྷΔ

    View Slide

  22. $POOFIJUP*OD
    5*14ᶄ
    ؀ڥࠩ෼͸؀ڥม਺͚ͩʹ͢Δ

    View Slide

  23. $POOFIJUP*OD
    5*14ᶄ؀ڥࠩ෼͸؀ڥม਺͚ͩʹ͢Δ
    w ؀ڥࠩ෼͸ग़དྷΔݶΓ؀ڥม਺ʹدͤͯɺ։ൃ؀ڥͱಉ
    ͡ίϯςφΛຊ൪Ͱ΋ಈ͔͢Α͏ʹ৺͕͚Δ

    w ΞϓϦέʔγϣϯίʔυͷ؀ڥࠩ෼΋ɺ%PDLFSԽΛܖػ
    ʹ؀ڥม਺͔ΒಡΈࠐΉܗʹม͑ͯ΋Β͍ͬͯΔ

    &$4ͳΒɺλεΫఆٛͰؾܰʹ؀ڥม਺Λ༻ҙ͢Δ͜ͱ͕ग़དྷΔ

    w ຊ൪͚ͩͱ͔4UBHJOH͚ͩͷઃఆΛग़དྷΔݶΓݮΒͯ͠
    ͍ͬͨ΄͏͕޾ͤʹͳΕΔ

    View Slide

  24. $POOFIJUP*OD
    5*14ᶅ
    ϞχλϦϯά

    View Slide

  25. $POOFIJUP*OD
    5*14ᶅϞχλϦϯά
    w ϞχλϦϯά͸$MPVE8BUDIͰݟ͍ͨͷ͕Ұ๬Ͱ͖Δ΋ͷ
    Λ࡞ͬͯΈ͍ͯΔɻ

    ʲXFCͷྫʳ

    "-#ͷίωΫγϣϯ਺

    "-#ϨεϙϯελΠϜ BWH Q Q Q

    "-##BDLFOEYY YY

    Ϋϥελͷ$16༧໿࢖༻཰ .FNPSZ༧໿࢖༻཰

    λεΫͷIFBMUIZ VOIFMUIZ

    "VUP4DBMF(SPVQͷ&$4UBUVT$IFDL'BJMFE@*OTUBODFTZTUFN౳

    w શͯඪ४Ͱऔಘ͞ΕΔϝτϦΫεΛ૊Έ߹ΘͤΔ͚ͩͰ΋͜͜·Ͱݟ
    ΕΔ อ؅ظ͕ؒिؒͳͷͰ௕ظ͕ඞཁͳέʔε͸σʔλΛଞʹಀ͕
    ͢ඞཁ͸͋Δ

    View Slide

  26. $POOFIJUP*OD
    5*14ᶅϞχλϦϯάd࣮ࡍͷάϥϑd

    View Slide

  27. $POOFIJUP*OD
    &$4 "84
    Ͱ༻ҙ͞Ε͍ͯΔػೳ͚ͩͰ
    ָʹ%PDLFSӡ༻ग़དྷΔͷ͕͍͍ͱ͜Ζ

    View Slide

  28. $POOFIJUP*OD
    όον࣮ߦ؀ڥͷࣄྫ

    View Slide

  29. $POOFIJUP*OD
    εέδϡʔϧܥͷόονॲཧΛɺ
    طʹ%PDLFSԽ͞Ε͍ͯΔࢿ࢈Λ࢖ͬͯ
    "84্Ͱಈ͔͍ͨ͠ɻ

    View Slide

  30. $POOFIJUP*OD
    "84্Ͱͷ࣮ߦํࣜͷൺֱ
    w $SPOPO&$

    ރΕ͍ͯΔ͕&$ͷӡ༻͕ඞཁ
    w -BNCEB

    ࠷େ࣮ߦ࣌ؒͱݴޠ 1)1
    ͕ཁ݅ຬͨͤͣ
    w "84#BUDI

    δϣϒΩϡʔ༻ͳͷͰεέδϡʔϧىಈ͸ग़དྷͳ͍
    w ίϯςφ಺ʹDSPOΛఆ࣮ٛͯ͠ߦ

    ίϯςφഁغͷαΠΫϧ͕όονॲཧʹϚον͠ͳ͍
    w "NB[PO&$4ͷ4DIFEVMF5BTL

    ݮ఺ࡐྉ͕ͳ͔ͬͨʂʂ

    View Slide

  31. $POOFIJUP*OD
    &$4ͷ4DIFEVMF5BTL
    ·͞ʹٻΊ͍ͯͨ΋ͷ

    View Slide

  32. $POOFIJUP*OD
    όονͷ૊Έํ
    w Ϋϥελ

    NVMUJ";Ͱ୆༻ҙ͓ͯ͘͠ͷ͕ແ೉
    w λεΫఆٛ

    $.%۟ʹόονͷ࣮ߦίϚϯυΛهड़ͯ͠ɺҰͭͷॲཧ͚ͩΛ࣮
    ߦ͢Δίϯςφͱͯ͠ఆٛ ऴྃ࣌ʹίϯςφ͸ഁغ

    w %PDLFSΠϝʔδ &$3

    ϑϨʔϜϫʔΫ΍ϛυϧ΢ΣΞͳͲͷ࣮ߦʹඞཁͳ؀ڥͱιʔε
    ίʔυ͕ύοέʔδϯά͞Εͨ%PDLFSΠϝʔδ
    w Ϋϥελ಺ͷ4DIFEVMF5BTL

    λεΫఆٛຖʹɺͭͷεέδϡʔϧΛ༻ҙ

    View Slide

  33. $POOFIJUP*OD
    4DIFEVMF5BTLͷը໘

    View Slide

  34. $POOFIJUP*OD
    ࣮ࡍͷӡ༻ ୯ମ࣮ߦ

    w δϣϒ͕ࣦഊͨ࣌͠ͷϦϥϯ΍ଈ࣮࣌ߦ͍ͨ͠έʔε

    ͜Ε͚ͩͰ0,

    View Slide

  35. $POOFIJUP*OD
    ࣮ࡍͷӡ༻ λεΫͷಈ࡞ঢ়گΛݟ͍ͨ

    w ىಈ࣌ؒ΍εςʔλεɺλεΫఆٛͷ಺༰ͳͲ͕ݟΕΔ

    ͔͜͜ΒϦϥϯ΍ఀࢭ͢Δ͜ͱ΋ग़དྷΔ

    View Slide

  36. $POOFIJUP*OD
    ࣮ࡍͷӡ༻ σόοάΤϥʔ௨஌

    w ࣮ߦϩά

    $MPVE8BUDI-PHTͰλεΫىಈຖʹඪ४ग़ྗ͕ग़ΔͷͰɺσόο
    άʹ࢖͏

    ৽نͷόον౳͸ɺ͜ͷϩάݟͳ͕Βಈ࡞Λ֬ೝͯ͠౤ೖ͢Δ
    w Τϥʔ௨஌

    ίϯςφଆͷΤϥʔग़ྗ͸ɺ$MPVE8BUDI-PHTܦ༝ͰTMBDLʹ௨஌

    View Slide

  37. $POOFIJUP*OD
    4DIFEVMF5BTLͷྑ͍ॴ

    View Slide

  38. $POOFIJUP*OD
    4DIFEVMF5BTLͷྑ͍ॴ
    w
    DSPOه๏ͰεέδϡʔϧΛఆٛ͢Δࣄ͕ग़དྷΔͷͰΘ͔
    Γ΍͍͢

    w
    σϓϩΠ࣌ʹ࣮ߦதͷόονʹӨڹΛ༩͑Δ͜ͱ͕ͳ͍

    w
    &$4Ϋϥελͱͯ͠ϗετΛݻఆग़དྷΔͷͰɺEPDLFS
    QVMM࣌ʹΩϟογϡ͕ޮ͖ىಈ͕ૣ͍

    w
    طଘͷ%PDLFSΠϝʔδͷࢿ࢈Λ࢖͑Δ

    w
    $MPVE8BUDI-PHTͱͷ࿈ܞͰϩάָ͕ʹݟΕΔ

    View Slide

  39. $POOFIJUP*OD
    ӡ༻্ͷ஫ҙ
    w δϣϒεέδϡʔϥʹ͋ΔΑ͏ͳδϣϒνΣʔϯͷ࣮ߦ
    ΍ϦτϥΠ͸ग़དྷͳ͍

    w 4DIFEVMFଆʹొ࿥͍ͯ͠ΔλεΫఆ͕ٛফ͑Δͱಈ͔ͳ
    ͍ͷͰ஫ҙ͕ඞཁ

    ˞UFSSBGPSNͰ͸λεΫఆٛ؅ཧग़དྷͳ͍

    w ͦͷଞɺৄ͍͠࿩͸Լهϒϩάʹॻ͍ͯ͋Γ·͢


    <"NB[PO&$44DIFEVMF5BTLͰ࣮ݱ͢ΔεϚʔτͳ%PDLFSϕʔεͷόον࣮ߦ؀ڥ>

    IUUQUFDIDPOOFIJUPDPNFOUSZ

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  40. $POOFIJUP*OD
    ࢖ͬͯΈͯײͨ͡&$4ͷϝϦοτ

    View Slide

  41. $POOFIJUP*OD
    ᶃ"-# /-# &-#
    ͱͷγʔϜϨεͳ࿈ܞ
    w "-# /-#ͷಈతϙʔτϚοϐϯάΛ࢖͑Δ

    λεΫఆٛͰɺϗετϙʔτΛʹ͢Δ͚ͩ

    w λεΫͱϗετΛμΠφϛοΫϙʔτϚοϐϯά͢Δ͜
    ͱͰɺҰͭͷϗετʹಉछྨͷίϯςφΛ͍ͭ͘Ͱ΋ཱ
    ͯΔ͜ͱ͕ग़དྷΔ

    w λεΫͷσϓϩΠͱ"-#ଆϔϧενΣοΫ͕࿈ಈɻ

    λεΫ͕ىಈ͠ɺ"-#ͷϔϧενΣοΫʹ߹֨͢Δͱσ
    ϓϩΠऴྃͱ͍͏ϑϩʔΛ"84ଆʹ೚ͤΔ͜ͱ͕ग़དྷΔ

    View Slide

  42. $POOFIJUP*OD
    ᶄίϯςφͷىಈ͕ૣ͍
    w Πϯελϯε͕ݻఆ͞Ε͍ͯΔͷ͸ऑΈͱಉ࣌ʹڧΈͰ
    ΋͋Δ

    w QVMM࣌ʹΩϟογϡ͕ޮ͔͘Βىಈ͕ૣ͍ αΠζ͕খ͞
    ͚Ε͹໰୊ʹ͸ͳΒͳ͍͕

    w σϓϩΠͷ଎౓ʹ΋ޮ͍ͯ͘Δ

    w εέδϡʔϧόον΋ TͰऴΘΔ

    View Slide

  43. $POOFIJUP*OD
    ᶅ%PDLFSΛϓϨʔϯͳঢ়ଶͰ࢖͑Δ
    w ϦϙδτϦʹ͋Δ%PDLFSΠϝʔδΛɺͦͷ··"84αʔϏ
    εͱ࿈ܞͯ͠ಈ͔͍ͨ͠ͱ͍͏ཁ๬ʹ౴͑Δ͜ͱ͕ग़དྷΔɻ

    &MBTUJD#FBOTUBMLͱൺ੍ֱͯ͠໿͕গͳ͍

    w &$4ͷ࢓૊ΈΛֶश͢Δඞཁ͸͋Δ

    View Slide

  44. $POOFIJUP*OD
    ᶆָʹ#MVF(SFFOσϓϩΠ
    w ࠷খϔϧεͱ࠷େ཰Λઃఆ͢Δ͜ͱͰ#MVF(SFFOσϓϩ
    Π͕Մೳ

    ৽λεΫىಈޙ"-#ͷϔϧενΣοΫʹ߹֨ͨ࣌͠఺ͰτϥϑΟο
    Ϋ͕੾ΓସΘΔ

    w ࠷খ࠷େPS࠷খ࠷େ

    ύλʔϯͰӡ༻
    w ΧφϦΞσϓϩΠͰ͸ͳ͍ͷͰɺ৽چ؀ڥʹτϥϑΟο
    Ϋ͕ྲྀΕΔλΠϛϯά͕Ұ࣌తʹग़དྷΔͷ͸ڐ༰͍ͯ͠
    Δ

    View Slide

  45. $POOFIJUP*OD
    ᶇ$MPVE8BUDI-PHTͱͷ࿈ܞ
    w λεΫఆٛͰϩάυϥΠόΛBXTMPHTʹ͓͚ͯͩ͘͠Ͱɺ
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  47. $POOFIJUP*OD
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  48. $POOFIJUP*OD
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  51. $POOFIJUP*OD
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