AWSサービスで実現するバッチ実行環境のコンテナ/サーバレス化/ Container service of batch execution environment realized by AWS service

Transcript

1. © 2019, Amazon Web Services, Inc. or its affiliates. All

   rights reserved. T O K Y O 2 0 1 9 . 1 0 . 0 3 - 0 4 AWSαʔϏεͰ࣮ݱ͢Δ όον࣮ߦ؀ڥͷίϯςφ/αʔόϨεԽ ӬҪ উҰ࿠ ίωώτגࣜձࣾ © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. T O K Y O 2 0 1 9 . 1 0 . 0 3 - 0 4 AWSαʔϏεͰ࣮ݱ͢Δ όον࣮ߦ؀ڥͷίϯςφ/αʔόϨεԽ ӬҪ উҰ࿠ ίωώτגࣜձࣾ G - 5

2. ࣗݾ঺հ ӬҪ
   উҰ࿠ ओͳ׆ಈ
   
   
 
   +BQBO$POUBJOFS%BZT
   W
   "84
   4VNNJU
 
   ͸͡Ίͯͷ1)1ϓϩϑΣογϣφϧ։ൃ
   ೔ܦ4:45&.4 ϚϚϦ͕࣮ફ͢Δɹίϯ ςφҠߦͷਖ਼߈๏ 


   
   ίωώτΤϯδχΞϒϩά
   IUUQTUFDIDPOOFIJUPDPNBSDIJWFBVUIPSOBHBJT ίωώτגࣜձࣾɹΤϯδχΞ
 Πϯϑϥ΢ΣϒΦϖϨʔγϣϯػցֶश ࠷ۙ
   !TIOBHBJ

3. "CPVU
   ϚϚϦ 
   
   ࣗΒબͿͨΊͷʮ஌ࣝʯΛఏڙ͢Δ Ո଒ʹͱͬͯΑΓྑ͍બ୒Λ͢ΔͨΊʹඞཁͳ͔֬ͳ৘ใʹج͍ͮͨʮ஌ࣝʯΛఏڙ͠·͢ 
   
   ҰาΛ౿Έग़͢ʮࣗ৴ʯΛҭΉ ஌ࣝͱͱ΋ʹɺҰาΛ౿Έग़͢ݪಈྗͱͳΔʮࣗ৴ʯΛҭΉͨΊͷ৔Λఏڙ͠·͢ 
   
   
   ߦಈͨ͠ϚϚΛड͚ೖΕΔʮࣾձʯΛͭ͘Δ ϚϚͷ੠Λࣾձʹൃ৴͠ɺϚϚͷબ୒Λड͚ೖΕΔ౔৕ͷ͋ΔࣾձΛͭ͘Γ·͢ ʮͭͷ੾ΓޱʯͰϚϚΛࢧ͑·͢ Ո଒ͷ଩औΓ໾Ͱ͋Δ
   zϚϚz
   Λࢧ͑Δ͜ͱΛ௨ͯ͠ɺՈ଒͕΋ͬͱ޾ͤʹաͤ͝ΔੈͷதΛͭ͘Γ·͢ɻ ϚϚϦ͕໿ଋ͢Δ͜ͱ

   ϚϚϦ͸ɺʮϚϚͷҰาΛࢧ͑ΔʯϒϥϯυͰ͢

4. 
    ˞
   ʮӾཡ਺ʯʮར༻ऀ਺ʯ͸ϝσΟΞͱΞϓϦͷ߹ܭ஋ʢ೥݄݄ͷฏۉ஋ʣ
   ˞ʮϚϚ޲͚/PΞϓϦʯ͸೥݄Πϯςʔδௐ΂ɹௐࠪର৅ɿ೛৷தʙ̎ࡀ̌ϲ݄ͷࢠڙΛ࣋ͭঁੑ O  Λநग़
   ˞
   
   *OTUBHSBNͷϑΥϩϫʔ਺ɺ'BDFCPPLͷ͍͍Ͷ਺ɺ-*/&ͷͱ΋ͩͪ਺ͷ߹ܭ஋ ೥݄࣌఺
   

   ϚϚϦ
   ΞϓϦɾ8FC 4/4
   *OTUBHSBNɾ
   -*/&ɾ
   'BDFCPPL هࣄ ϚϚಉ࢜Ͱ೰ΈΛ૬ஊ͠߹͏2"ίϛϡχςΟΛத৺ʹ
   ϢʔβʔΛ֦େ͍ͯ͠·͢ ʮϚϚϦʯͰϢʔβʔಉ͕࢜
   ͲΜͲΜܨ͕͍ͬͯ·͢ ϚϚͷੜ׆ʹ໾ཱͭهࣄΛ
   ෯޿͍δϟϯϧͰ഑৴͍ͯ͠·͢ ϚϚ޲͚/P̍ΞϓϦʹબग़  ਓͷϚϚ͕બͿʮݱࡏ࢖͍ͬͯΔΞϓϦʯ
   ʹͯɺ ߲໨
   ଞͷϚϚʹΦεεϝ͍ͨ͠ɺೝ஌౓ɺ
 ར༻཰ɺརศੑɺ޷ײ౓
   Ͱ̍ҐΛ֫ಘ͠·ͨ͠ هࣄ਺ 6,000 هࣄҎ্ ྦྷܭϑΝϯ਺ ໿ 91 ສਓ ˞ ݄ؒӾཡ਺ ໿ 1.5ԯճ ˞ ݄ؒར༻ऀ਺ ໿ 650ສਓ ˞ ˞ l೰Έz
   ͱ
   zڞײz
   Λ࣠ʹϚϚʹدΓఴ͍
   ΞϓϦɾ8FCɾ4/4ͱଟ֯తʹαʔϏεΛల։͍ͯ͠·͢ "CPVU
   ϚϚϦ

5. 0 450,000 900,000 1,350,000 1,800,000 2014/4 2014/5 2014/6 2014/7 2014/8

   2014/9 2014/10 2014/11 2014/12 2015/1 2015/2 2015/3 2015/4 2015/5 2015/6 2015/7 2015/8 2015/9 2015/10 2015/11 2015/12 2016/1 2016/2 2016/3 2016/4 2016/5 2016/6 2016/7 2016/8 2016/9 2016/10 2016/11 2016/12 2017/1 2017/2 2017/3 2017/4 2017/5 2017/6 2017/7 2017/8 2017/9 2017/10 2017/11 2017/12 2018/1 2018/2 2018/3 2018/4 2018/5 2018/6 2018/7 2018/8
    ݄ؒ౤ߘ਺ ໿ 150ສ݅ िʹ೔Ҏ্ىಈ͢Δ
   ΞΫςΟϒϢʔβʔ ໿ 50 ਓʹਓ 57$.
   ์ө ΞϓϦ૯%-਺
   ສ ਓʹਓ ਓʹਓ ਓʹਓ ਓʹਓ ˞ ˞
   ʮϚϚϦʯ಺ͷग़࢈༧ఆ೔Λઃఆͨ͠Ϣʔβʔ਺ͱɺްੜ࿑ಇলൃදʮਓޱಈଶ౷ܭʯͷग़ੜ਺͔Βࢉग़
 ˞
   िʹճҎ্ىಈ͢ΔϢʔβʔ ˞ ೥ʹग़࢈ͨ͠ϚϚͷʮਓʹਓʯ͕ϚϚϦΛར༻த
   ೔ຊ࠷େڃن໛ΛތΔϒϥϯυ΁ͱ੒௕͍ͯ͠·͢ ˞ ೔ຊ࠷େڃن໛ΛތΔϒϥϯυ΁

6. w ϗετܕόον࣮ߦ؀ڥͷ՝୊ΛৼΓฦΔ
   w όονॲཧͷίϯςφԽ
 ʲࣄྫʳ
 εέδϡʔϧܥόονॲཧΛίϯςφԽͯ͠&$4
   4DIFEVMF5BTLʹҠߦ
   w όονॲཧͷίϯςφ αʔόϨεԽ
 ʲࣄྫʳ


   ػցֶशͷֶशσʔλલॲཧϑϩʔ (MVF
   
   'BSHBUF Λ
 4UFQ
   'VODUJPOTͰඪ४Խ ΞδΣϯμ

7. "84Ͱͷόονॲཧύλʔϯʹ͍ͭͯ
   ҰͭͰ΋ؾ͖ͮΛಘͯ΋Β͑Ε͹͏Ε͍͠Ͱ͢

8. © 2019, Amazon Web Services, Inc. or its affiliates. All

   rights reserved. ϗετܕόον࣮ߦ؀ڥͷ՝୊ΛৼΓฦΔ

9. ϗετܕόοναʔόͷྫ

10. ୆ͷόοναʔό αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0

    * * *) ӡ༻Cόον: cron(30 0 * * *) EC2 1୆ͷEC2Ͱӡ༻ cronͰεέδϡʔϧ؅ཧ ༷ʑͳόονॲཧΛू໿ େ͖ͳίϯϐϡʔςΟϯάϦιʔε

11. ୆ߏ੒ʹͯ͠৑௕Խ αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0

    * * *) ӡ༻Cόον: cron(30 0 * * *) EC2 αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0 * * *) ӡ༻Cόον: cron(30 0 * * *) EC2

12. όονຖʹ"DUJWF4UBOECZʹ͢Δ αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0

    * * *) # ӡ༻Cόον: cron(30 0 * * *) EC2 # αʔϏεAόον: cron(10 0 * * *) # αʔϏεBόον: cron(20 0 * * *) ӡ༻Cόον: cron(30 0 * * *) EC2 αʔϏεܥόοναʔό ӡ༻ܥόοναʔό

13. ୆ࢮΜͩΒखಈͰϑΣΠϧΦʔόʔ αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0

    * * *) # ӡ༻Cόον: cron(30 0 * * *) EC2 αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0 * * *) ӡ༻Cόον: cron(30 0 * * *) EC2 αʔϏεܥόοναʔό ӡ༻ܥόοναʔό ☓ ίϝϯτΞ΢τ ֎ͯ͠Activeʹ

14. ෳ਺ͷαʔόʹશ͘ಉ͡มߋΛߦ͏ඞཁ͕͋Δ αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0

    * * *) # ӡ༻Cόον: cron(30 0 * * *) EC2 # αʔϏεAόον: cron(10 0 * * *) # αʔϏεBόον: cron(20 0 * * *) ӡ༻Cόον: cron(30 0 * * *) EC2 αʔϏεܥόοναʔό ӡ༻ܥόοναʔό ΞϓϦέʔγϣϯσϓϩΠ ϓϥοτϑΥʔϜͷมߋ

15. ෳ਺ͷαʔόʹશ͘ಉ͡มߋΛߦ͏ඞཁ͕͋Δ αʔϏεAόον: cron(10 0 * * *) αʔϏεBόον: cron(20 0

    * * *) # ӡ༻Cόον: cron(30 0 * * *) EC2 # αʔϏεAόον: cron(10 0 * * *) # αʔϏεBόον: cron(20 0 * * *) ӡ༻Cόον: cron(30 0 * * *) EC2 αʔϏεܥόοναʔό ӡ༻ܥόοναʔό ΞϓϦέʔγϣϯσϓϩΠ ϓϥοτϑΥʔϜͷมߋ όοναʔόʹ͔͔Δӡ༻ෛՙ͸େ͖͍

16. w ϓϥοτϑΥʔϜʹมߋΛՃ͑Δϋʔυϧ͕ߴ͍
 
    όοναʔόͰಈ͘ଟذʹΘͨΔॲཧ͕໰୊ͳ͘ಈ͘Α͏ʹߟྀ͢Δඞཁ͕͋Δ
 
    ෳ਺αʔόʹશ͘ಉ͡มߋΛՃ͑Δඞཁ͕͋Δ
 
    ৗʹԿ͔͠Βͷॲཧ͕ಈ͍͍ͯΔͷͰϩʔϧόοΫ͕೉͍͠
    w ӡ༻ෛՙ͕ߴ͍
 
    όοναʔόͷΠϯϑϥઃఆมߋ
 
    DSPOొ࿥ͷΦϖϨʔγϣϯ΍εςʔδϯάͰͷςετ࣮ߦ
 
    ো֐࣌ͷ੾Γ෼͚

    όονݸผͷ໰୊ αʔόϦιʔε κϯϏϓϩηε͕ɺɺɺ ϗετܕόονॲཧͷ՝୊

17. w ϓϥοτϑΥʔϜʹมߋΛՃ͑Δϋʔυϧ͕ߴ͍
 
    όοναʔόͰಈ͘ଟذʹΘͨΔॲཧ͕໰୊ͳ͘ಈ͘Α͏ʹߟྀ͢Δඞཁ͕͋Δ
 
    ෳ਺αʔόʹશ͘ಉ͡มߋΛՃ͑Δඞཁ͕͋Δ
 
    ৗʹԿ͔͠Βͷॲཧ͕ಈ͍͍ͯΔͷͰϩʔϧόοΫ͕೉͍͠
    w ӡ༻ෛՙ͕ߴ͍
 
    όοναʔόͷΠϯϑϥઃఆมߋ
 
    DSPOొ࿥ͷΦϖϨʔγϣϯ΍εςʔδϯάͰͷςετ࣮ߦ
 
    ো֐࣌ͷ੾Γ෼͚

    όονݸผͷ໰୊ αʔόϦιʔε κϯϏϓϩηε͕ɺɺɺ ϗετܕόονॲཧͷ՝୊ όονॲཧΛίϯςφԽ͢Δ͜ͱͰղܾ

18. w ϦιʔεΛڞ༗͢Δ؍఺͔Β៛ີͳεέδϡʔϧ؅ཧ͕ඞཁ
 
    ݶΒΕͨϚγϯϦιʔεΛڞ༗͢ΔͷͰॏ͍ॲཧ͕ॏͳΒͳ͍Α͏ߟྀ
 
    ៛ີͳεέδϡʔϧ؅ཧ όον؅ཧ୆ா 
 
    δϣϒεέδϡʔϥͷಋೖˠδϣϒεέδϡʔϥࣗମͷӡ༻͕ൃੜ
 
    εέδϡʔϦϯάͷܦҢ౳͸Ұ෦ʹଐਓԽ͢Δ͜ͱ΋͓͖͕ͪ
    w අ༻͕ߴ͘ͳΓ͕ͪ


    
    Ұ൪ϚγϯϦιʔεΛ࢖͏ॲཧΛϕʔεʹΠϯελϯεΛܾఆ͠ৗ࣌ىಈ
 
    ৑௕Խ΍໾ׂຖόοναʔόΛ࡞Δͱߋʹඅ༻͕ߴ͘ͳΔ
 
    Ϋϥ΢υͷ৔߹͸ɺඞཁͳ࣌ʹ࢖ͬͨ෼͚ͩͷඅ༻Λ෷͏ܗʹ͍ͨ͠ ϗετܕόονॲཧͷ՝୊

19. w ϦιʔεΛڞ༗͢Δ؍఺͔Β៛ີͳεέδϡʔϧ؅ཧ͕ඞཁ
 
    ݶΒΕͨϚγϯϦιʔεΛڞ༗͢ΔͷͰॏ͍ॲཧ͕ॏͳΒͳ͍Α͏ߟྀ
 
    ៛ີͳεέδϡʔϧ؅ཧ όον؅ཧ୆ா 
 
    δϣϒεέδϡʔϥͷಋೖˠδϣϒεέδϡʔϥࣗମͷӡ༻͕ൃੜ
 
    εέδϡʔϦϯάͷܦҢ౳͸Ұ෦ʹଐਓԽ͢Δ͜ͱ΋͓͖͕ͪ
    w අ༻͕ߴ͘ͳΓ͕ͪ


    
    Ұ൪ϚγϯϦιʔεΛ࢖͏ॲཧΛϕʔεʹΠϯελϯεΛܾఆ͠ৗ࣌ىಈ
 
    ৑௕Խ΍໾ׂຖόοναʔόΛ࡞Δͱߋʹඅ༻͕ߴ͘ͳΔ
 
    Ϋϥ΢υͷ৔߹͸ɺඞཁͳ࣌ʹ࢖ͬͨ෼͚ͩͷඅ༻Λ෷͏ܗʹ͍ͨ͠ ϗετܕόονॲཧͷ՝୊ όονॲཧΛαʔόϨεԽ͢Δ͜ͱͰղܾ

20. ͜Ε͔ΒͭͷࣄྫΛϕʔεʹ

21. όον࣮ߦ؀ڥΛίϯςφɾαʔόϨεԽ͢Δ
    ϝϦοτʹ͍͓ͭͯ࿩͠·͢

22. © 2019, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. ʲࣄྫ1ʳ εέδϡʔϧܥόονॲཧΛίϯςφԽͯ͠ ECS ScheduleTaskʹҠߦ

23. w αʔϏεӡ༻Ͱ࢖͏εέδϡʔϧϕʔεόονΛίϯςφԽ
    w ͦΕʹΑΓղܾͨ͠՝୊ͱߏ੒ʹ͍ͭͯ ͜ͷࣄྫͰ͓࿩͢Δ͜ͱ

24. w εέδϡʔϧܥͷόονॲཧ
 
    ࣄલʹఆٛͨ࣌ؒ͠ʹਖ਼֬ʹಈ͘͜ͱ͕ظ଴͞ΕΔ
 
    ಛఆͷαΠΫϧ ෼ຖ Ͱಈ͘͜ͱ͕ظ଴͞ΕΔ
    w όοναʔόͷDSPOͰεέδϡʔϧ؅ཧ
 
    όοναʔόʹΞϓϦέʔγϣϯΛσϓϩΠ
 
    DSPOUBCͰεέδϡʔϧ؅ཧ

    ѻ͏όονॲཧ

25. w όονΛ࢘ΔDSPOαʔόͷӡ༻Λ΍Ί͍ͨ
 
    શαʔϏεڞ௨ͷ&$
 
    ಈ͍͍ͯΔͷ͸ɺ࣌ؒ௨Γʹಈ͘͜ͱ͕ظ଴͞ΕΔεέδϡʔϧܥόον
    w ΞϓϦέʔγϣϯ͸ίϯςφԽࡁͰͦͷࢿ࢈Λ׆͔͍ͨ͠
 
    ϕʔείʔυ͸XFCͱڞ௨ͳͷͰίϯςφԽࡁ
 
    "84Λج൫ͱͯ͠࢖͍ͬͯΔͷͰɺ"84ͰίϯςφͷόονॲཧΛ࣮ݱ͍ͨ͠
 
    ࣾ಺Ͱ͸%PDLFSͰͷ։ൃ͕ೃછΜͰ͖͍ͯͨ
 ʲίϯςφಋೖͷਖ਼߈๏ʳ


    IUUQTTQFBLFSEFDLDPNTIPJDIJSPODPOGSPOUBUJPOPGDPOUBJOFSUSBOTGFS ίωώτͷόοναʔόʹର͢Δ՝୊

26. w ଐਓԽ͠΍͘͢ϨΨγʔͳӡ༻͕࢒͍ͬͯΔ
 
    ৽نొ࿥࣌͸ɺDSPOUBCͰखಈεέδϡʔϧొ࿥
 
    ϦϦʔεલͷςετ࣮ߦ͸44)ܦ༝Ͱόοναʔό͔Βಈ࡞֬ೝ
 
    DSPOUBCʹొ࿥͢Δͷ͸Ұ෦ͷΤϯδχΞͷΈ Ұ෦͔͠શ༰Λ஌Βͳ͍ঢ়ଶ
    w ΞϓϦέʔγϣϯϦϦʔεҎ֎͸ۃྗมߋΛՃ͑ͳ͍Α͏ʹ
 
    γϯάϧϙΠϯτͳͷͰࢭ·ΔͱαʔϏεʹӨڹେ


    
    ग़དྷΔ͚ͩมߋ͸Ճ͑ͣʹӡ༻͍ͨ͠ͱ͍͏ҙ͕ࣝಇ͘ ίωώτͷόοναʔόʹର͢Δ՝୊

27. ͜ΕΒͷ՝୊Λղܾ͢ΔͨΊʹ
    ίϯςφۦಈͳόον࣮ߦ؀ڥΛߏங

28. όονॲཧΛίϯςφԽ͢Δ͜ͱͰ
    ͲͷΑ͏ͳϝϦοτ͕ಘΒΕΔͷ͔ʁ

29. ᶃՄൖੑͷߴ͞Λ׆͔͢͜ͱͰϓϥοτϑΥʔϜมߋͷෑډ͕Լ͕Δ εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ ։ൃ؀ڥ ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ όοναʔό ࣮ߦ؀ڥ

    όοναʔό ࣮ߦ؀ڥ ΞϓϦέʔγϣϯ ࣮ߦ؀ڥ ΞϓϦέʔγϣϯ ࣮ߦ؀ڥ ઃఆมߋ ઃఆมߋ σϓϩΠ σϓϩΠ σϓϩΠ σϓϩΠ ઃఆมߋ͸ίϯςφ಺Ͱ׬݁

30. ᶃՄൖੑͷߴ͞Λ׆͔͢͜ͱͰϓϥοτϑΥʔϜมߋͷෑډ͕Լ͕Δ εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ ։ൃ؀ڥ ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ όοναʔό ࣮ߦ؀ڥ

    όοναʔό ࣮ߦ؀ڥ ΞϓϦέʔγϣϯ ࣮ߦ؀ڥ ΞϓϦέʔγϣϯ ࣮ߦ؀ڥ ઃఆมߋ ઃఆมߋ σϓϩΠ σϓϩΠ σϓϩΠ σϓϩΠ ઃఆมߋ͸ίϯςφ಺Ͱ׬݁ σϓϩΠཻ౓͕ΞϓϦέʔγϣϯίʔυ͔Β
    ΞϓϦέʔγϣϯ࣮ߦج൫ͦͷ΋ͷʹมΘΔ

31. w ઐ༻ͷόοναʔό͸ෆཁʹ
 
    ͲͷόονΛͲͷϗετͰಈ͔͔͢͸ΦʔέετϨʔγϣϯπʔϧʹ͓೚ͤ
 
    όονॲཧίϯςφϓϩηεͷ࣮ߦʹूதग़དྷΔ
 
    DSPOUBCӡ༻͔Βͷଔۀ
    w ଐਓԽΛഉআग़དྷΔ
 
    ϓϥοτϑΥʔϜͷఆٛ͸%PDLFSGJMFͰίʔυԽ
 
    όον࣮ߦͷఆٛ΋ίʔυԽ͢Δ͜ͱͰ௨ৗͷ։ൃϑϩʔͰόονӡ༻͕ग़དྷΔ ᶄӡ༻ෛՙ͕Լ͕Δ

32. "84ͰͲͷΑ͏ʹ
    ίϯςφج൫ͷόον࣮ߦ؀ڥΛ࡞Δ͔

33. w ίϯςφPO
    DSPO
    -BNCEB
    "84
    #BUDI౳Λൺֱݕ౼
 
    ౰࣌ͷΞʔΩςΫνϟબఆ࣌ͷQSPTDPOT͸ͪ͜Βʹ
 ʲ"NB[PO
    &$4
    4DIFEVMF5BTLͰ࣮ݱ͢ΔεϚʔτͳ%PDLFSϕʔεͷόον࣮ߦ؀ڥʳ 
 IUUQTUFDIDPOOFIJUPDPNFOUSZ
    w

    શͯͷཁ݅Λຬͨͨ͠ͷͰ&$4
    4DIFEVMF5BTLͷ࠾༻Λܾఆ
 
    ͜Ε͔Β΍ΔͳΒཁ݅ʹΑͬͯ͸"84
    #BUDIͰ΋͍͍ͷ͔΋ େن໛σʔλ౳ 
 
    ౰࣌͸εέδϡʔϧىಈʹରԠ͍ͯ͠ͳ͔ͬͨ
    w ಋೖ౰ॳ͸ଞࣾࣄྫ͕͋·Γͳ͍ͱ͍͏ෆ҆͸͋ͬͨ
 
    4"ʹ૬ஊͯ͠ΞʔΩςΫνϟͷϨϏϡʔΛड͚Δ
 
    &$4ͷӡ༻࣮੷͸͋Γ஌ݟ͕͋ͬͨͷͰಋೖΛܾఆ ٕज़બఆ

34. w &$4͸"84͕ఏڙ͢Δίϯςφ؅ཧͷϚωʔδυαʔϏε
 
    ίϯςφΦʔέετϨʔγϣϯπʔϧ
    w &$4
    4DIFEVMF5BTL͸λεΫ ίϯςφ ͷ࣮ߦΛεέδϡʔ ϧ؅ཧͯ͘͠ΕΔػೳ
 
    $MPVE8BUDI&WFOUͱ࿈ܞ &$4
    4DIFEVMF5BTLͱ͸

    Event 
 (time-based)

35. ΞʔΩςΫνϟ ECR ECS ScheduleTask Task CloudWatch Event 
 (time-based) Aόον:

    cron(10 0 * * ? *) Bόον: cron(20 0 * * ? *) Cόον: cron(30 0 * * ? *) Tag: Release Task Task Aόον Bόον Cόον pull pull pull EC2 EC2Λ৑௕ߏ੒ʹ͠SPOFճආ ECSλεΫ഑ஔઓུʹଇΓɺόϥ ϯεΑ͘λεΫ͸ىಈ͞ΕΔ

36. &$4
    4DIFEVMF5BTLͰͷ
    όον࣮ߦͷྲྀΕΛݟͯΈ·͠ΐ͏

37. όον࣮ߦͷྲྀΕ
     +45 ECR ECS ScheduleTask Task CloudWatch Event 
 (time-based)

    Aόον: cron(10 0 * * ? *) Bόον: cron(20 0 * * ? *) Cόον: cron(30 0 * * ? *) Tag: Release Aόον pull EC2

38. όον࣮ߦͷྲྀΕ
     +45 ECR ECS ScheduleTask Task CloudWatch Event 
 (time-based)

    Aόον: cron(10 0 * * ? *) Bόον: cron(20 0 * * ? *) Cόον: cron(30 0 * * ? *) Tag: Release Task Aόον Bόον pull EC2 Bόονىಈ࣌͸ɺ Aόονىಈ࣌ʹग़དྷͨEC2্ͷ DockerϨΠϠΩϟογϡ͕ޮ͘ͷ Ͱߴ଎ىಈ

39.  +45 ʹຊ൪σϓϩΠൃੜ

40. Cόον͸ɺσϓϩΠ͞Εͨ৽͠ ͍DockerΠϝʔδͰόονΛىಈ σϓϩΠ࣌ʹىಈ͍ͯͨ͠Bόο ν͸ɺӨڹͳ͘ॲཧΛଓ͚Δ όον࣮ߦͷྲྀΕ
     +45 ECR ECS CloudWatch Event

    
 (time-based) Aόον: cron(10 0 * * ? *) Bόον: cron(20 0 * * ? *) Cόον: cron(30 0 * * ? *) Tag: Release Task Task Bόον Cόον pull (new image) EC2

41. w DSPOه๏Ͱεέδϡʔϧఆ͕ٛग़དྷΔͷͰΘ͔Γ΍͍͢
 $MPVE8BUDI&WFOUTͷDSPOࣜͷಛ௃
 
    ೥ͱ͍͏֓೦͕͋ΓϑΟʔϧυ
 
    λΠϜκʔϯ͸65$
 
    ຖ೔
    ʹىಈ͢Δ৔߹ &$4
    4DIFEVMF5BTLͷϝϦοτ

42. w طଘͷ%PDLFSΠϝʔδΛࢿ࢈ͱͯ͠࢖͑Δ
 
    XFCͱಉ͡ίʔυϕʔεͰόονΛಈ͔͢৔߹͸DNE۟ͷॻ׵͚͑ͩͰ0, &$4
    4DIFEVMF5BTLͷϝϦοτ ECR ECS CMD: /usr/sbin/httpd -DFOREGROUND CMD:

    bin/cake hoge_batch Web Batch Docker Pull

43. w &$όοΫΤϯυߏ੒ͩͱίϯςφͷىಈ͕ૣ͍
 
    ىಈʹ͔͔Δ࣌ؒ͸਺ඵͳͷͰεέδϡʔϧىಈͷཁ݅ΛຬͨͤΔ
 
    %PDLFS࣮ߦϗετ͕ݻఆ͞ΕΔͷͰ%PDLFSͷϨΠϠΩϟογϡ͕ޮ͘
 
    'BSHBUF͸ϗετΛݻఆग़དྷͳ͍ͷͰϨΠϠΩϟογϡ͕ޮ͔ͳ͍&/*ͷ෇͚ସ ͑΋͋Γىಈʹ෼ऑ͔͔Δ લ͸෼΄Ͳ͔͔ͬͯͨͷͰૣ͘͸ͳ͍ͬͯΔ &$4
    4DIFEVMF5BTLͷϝϦοτ

44. w σϓϩΠ࣌ʹ࣮ߦதόον΁ͷߟྀ͕ෆཁ
 
    ىಈ࣌ʹ%PDLFSΠϝʔδΛQVMM͢ΔΞʔΩςΫνϟ
 
    ىಈதͷίϯςφ͸QVMMͨ͠ஈ֊ͷΞϓϦέʔγϣϯΛ࢖͏ͷͰӨڹΛड͚ͳ͍
    w $MPVE
    8BUDI
    -PHTͰ؆୯ʹϩά͕ݟΕΔ
 
    ඪ४ग़ྗΛ$MPVE
    8BUDI
    -PHT΁ग़ྗ
 
    "84ίϯιʔϧ͔ΒΞϓϦέʔγϣϯͷग़ྗΛ؆୯ʹݟΕΔ
 
    Θ͟Θ͟44)Λ͠ͳͯ͘΋0, &$4
    4DIFEVMF5BTLͷϝϦοτ

45. w (6*ͰόονҰཡ͕ݟΕΔ
 
    ίϝϯτ΋͚ͭΕΔͷͰόον؅ཧ୆ாͷ୅༻ʹͳΔ
 &$4
    4DIFEVMF5BTLͷϝϦοτ

46. w όοναʔόͷӡ༻͕ෆཁʹͳΔ
 
    ίϯςφͱ&$ͷ؅ཧ͸&$4͕ߦͬͯ͘ΕΔ
 
    &$ΛNVMUJ";Ͱӡ༻͢Δ͜ͱͰ410'ղফˠͲ͜Ͱىಈ͢Δ͔΋&$4͕Α͠ͳʹ
    w %PDLFSϨΠϠΩϟογϡΛ࢖͏͜ͱͰεέδϡʔϧ௨Γͷ
 όον࣮ߦ͕Մೳ
    w ىಈλΠϓͱͯ͠'BSHBUFΛ࢖͏͜ͱ΋ग़དྷΔ
 
    αʔόϨεͷϝϦοτ΋ڗडՄೳ

    &$4
    4DIFEVMF5BTL͸Կ͕͏Ε͍͠ͷ͔

47. w λεΫͷ࣮ߦཤྺ͕࣌ܥྻͰݟΕͳ͍
 
    ࣌ؒ࣠ͰͲͷλεΫ͕ಈ͍͍ͯͨͷ͔σόοά͢Δͷ͕গ͠໘౗ɻɻ վળͯ͠΄͍͠ϙΠϯτ

48. w Ϋϥελ
 
    λεΫΛಈ͔͢ϗετ &$ ͷू߹ମ
 
    'BSHBUFͷ࣌͸ɺͨͩͷശ
    w %PDLFSΠϝʔδ &$3
    

    w λεΫఆٛ
 
    %PDLFSίϯςφͷىಈύϥϝʔλͷఆٛ
    w Ϋϥελ಺ͷ4DIFEVMF5BTL
 
    $MPVE8BUDI&WFOUTͱཪͰ࿈ܞ͍ͯ͠Δ &$4
    4DIFEVMF5BTLͰόονΛ૊ΉͨΊͷཁૉ

49. w Ϋϥελ
 
    λεΫΛಈ͔͢ϗετ &$ ͷू߹ମ
 
    'BSHBUFͷ࣌͸ɺͨͩͷശ
    w %PDLFSΠϝʔδ &$3
    

    w λεΫఆٛ
 
    %PDLFSίϯςφͷىಈύϥϝʔλͷఆٛ
    w Ϋϥελ಺ͷ4DIFEVMF5BTL
 
    $MPVE8BUDI&WFOUTͱཪͰ࿈ܞ͍ͯ͠Δ λεΫఆٛΛ5FSSBGPSNͰ؅ཧ λεΫఆٛΛTerraformͰ؅ཧ

50. w όοναʔόͷӡ༻͕ଐਓԽ
 
    ৽نొ࿥࣌͸ɺDSPOUBCͰखಈεέδϡʔϧొ࿥
 
    ϦϦʔεલͷςετ࣮ߦ͸44)ܦ༝Ͱόοναʔό͔Βಈ࡞֬ೝ
 
    DSPOUBCʹొ࿥͢Δͷ͸Ұ෦ͷΤϯδχΞͷΈ Ұ෦͔͠શ༰Λ஌Βͳ͍ঢ়ଶ
    w ΞϓϦέʔγϣϯϦϦʔεҎ֎͸ۃྗมߋΛՃ͑ͳ͍Α͏ʹ
 
    γϯάϧϙΠϯτͳͷͰࢭ·ΔͱαʔϏεʹӨڹେ


    
    ग़དྷΔ͚ͩมߋ͸Ճ͑ͣʹӡ༻͍ͨ͠ͱ͍͏ҙ͕ࣝಇ͘ όοναʔόͷଐਓԽղফ΁ TerraformͰ؅ཧ͢Δ͜ͱͰղܾ

51. w ։ൃऀ͕όονͷొ࿥มߋ࡟আΛ1VMM3FRVFTUܗࣜͰߦ͏
 
    5FSSBGPSNͷఆٛΛݟΕ͹ͲΜͳόον͕͋Δͷ͔ཧղͰ͖Δ
 
    DSPOUBCΛ୭͕ొ࿥νΣοΫ͢Δͷ͔໰୊Λղܾ
    w 5FSSBGPSNͷ࣮ߦ΋։ൃऀ͕ߦ͏
 
    UGTUBUFϑΝΠϧΛ4Ͱڞ௨؅ཧ͢Δ͜ͱͰखݩͰ࣮ߦͰ͖ΔΑ͏ʹ
 
    0QTνʔϜ΁ͷόονొ࿥ґཔ΋ෆཁʹ λεΫఆٛΛ5FSSBGPSNͰ؅ཧ

52. 5FSSBGPSNͷఆٛ Descriptionॻ͘͜ͱͰͻͱ໨ͰΘ͔Δ ஋͸variables.tfͰ؅ཧ͢Δ͜ͱͰɺ ؀ڥࠩ෼Λٵऩ

53. 13ϕʔεͰͷόονొ࿥ εςʔδϯάͰͷ dry-run݁ՌΛఴ͑ͯPR࡞੒

54. όονͷ։ൃϑϩʔ ίϯςφϕʔεͰ όονॲཧΛϩʔΧϧ։ൃ APͷϦϙδτϦͰ όονॲཧͷPR terraformͷϦϙδτϦͰ όονॲཧఆٛͷPR terraformܦ༝Ͱ ຊ൪ʹλεΫఆٛొ࿥ εςʔδϯάͷECSͰ

    Ұ౓खಈ࣮ߦ͠ಈ࡞֬ೝ terraformܦ༝Ͱ εςʔδϯάʹλεΫఆٛొ࿥ ϓϥοτϑΥʔϜมߋ͸ίϯςφͰ׬݁ DockerͷՄൖੑͷߴ͞Ͱͦͷ··ผ؀ڥ΁

55. όονͷ։ൃϑϩʔ ίϯςφϕʔεͰ όονॲཧΛϩʔΧϧ։ൃ APͷϦϙδτϦͰ όονॲཧͷPR terraformͷϦϙδτϦͰ όονॲཧఆٛͷPR terraformܦ༝Ͱ ຊ൪ʹλεΫఆٛొ࿥ εςʔδϯάͷECSͰ

    Ұ౓खಈ࣮ߦ͠ಈ࡞֬ೝ terraformܦ༝Ͱ εςʔδϯάʹλεΫఆٛొ࿥ ϓϥοτϑΥʔϜมߋ͸ίϯςφͰ׬݁ DockerͷՄൖੑͷߴ͞Ͱͦͷ··ผ؀ڥ΁ ։ൃσϓϩΠ֬ೝͱ͍͏։ൃϑϩʔΛ
    ͢΂ͯ։ൃऀͷ੹຿Ͱߦ͏͜ͱ͕Ͱ͖Δ

56. w ίϯςφԽ͍ͯ͠ΔΞϓϦέʔγϣϯʹ͓͍ͯDSPOαʔόӡ ༻ͳ͠ʹεέδϡʔϧ࣮ߦ͕Մೳ
    w όοναʔόΛҙࣝͤͣʹɺόονॲཧϓϩηεͷվमͱ ͍͏ཻ౓ͰϓϥοτϑΥʔϜ΋ؚΊͯมߋ͕Մೳ
    w ఆٛΛίʔυ؅ཧ͢Δ͜ͱͰ௨ৗͷ։ൃαΠΫϧͰόονొ ࿥͕ՄೳʹͳΔ &$4
    4DIFEVMF
    5BTLΛ࢖ͬͨόον࣮ߦ؀ڥͷ·ͱΊ

57. © 2019, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. ʲࣄྫ2ʳ ػցֶशͷֶशσʔλલॲཧϑϩʔ(Glue + Fargate) ΛStep FunctionsͰඪ४Խ

58. w ػցֶशͷલॲཧΛαʔόϨεͰ৽نߏங
    w όονॲཧͰٻΊΒΕΔ͜ͱ΋ଟ͍ϫʔΫϑϩʔ΋αʔόϨ εʹߏங ͜ͷࣄྫͰ͓࿩͢Δ͜ͱ

59. ݄ؒ਺ඦສ݅ͷ౤ߘ͔Βෆద੾ͳίϯςϯπΛݟ͚ͭΔ

60. ݄ؒ਺ඦສ݅ͷ౤ߘ͔Βෆద੾ͳίϯςϯπΛݟ͚ͭΔ શͯͷ౤ߘΛ໨ࢹ֬ೝ͢Δ͜ͱ͸
    ग़དྷͳ͍ͷͰػցֶशΛ׆༻

61. ΞʔΩςΫνϟ

62. ΞʔΩςΫνϟ Ϟσϧ࡞੒લͷલॲཧʹ͓͚Δ
    όον࣮ߦΞʔΩςΫνϟʹ͍ͭͯઆ໌͠·͢

63. w 3%4ʹอଘ͍ͯ͠Δσʔλ͔ΒֶशσʔλΛநग़
 
    "84
    (MVFΛ࢖ͬͨσʔλநग़ॲཧ
    w ֶशσʔλʹର͠ςΩετͷલॲཧͱϕΫτϧԽΛߦ͏
 
    ίϯςφԽͨ͠όονॲཧΛ'BSHBUFλεΫͰ࣮ߦ ͲͷΑ͏ͳॲཧΛߦ͍ͬͯΔ͔

64. w σʔλͷநग़ɺม׵ɺϩʔυΛߦ͏ϚωʔδυαʔϏε
    w ؆୯ͳૢ࡞Ͱ&5-δϣϒΛߏஙՄೳ
    w αʔόϨεͳͷͰӡ༻ෆཁ͔ͭ௿ίετӡ༻͕Մೳ
 
    &5-ॲཧ͸Ϛγϯύϫʔ͕ٻΊΒΕΔॲཧ͕ଟ͍ͷͰίετޮ཰͸ॏཁ
 
    %16 %BUB
    1SPDFTTJOH
    6OJU ୯Ґͷ՝ۚ

    "84
    (MVFͱ͸

65. w 3%4ʹอଘ͞Ε͍ͯΔσʔλΛநग़ɾՃ޻͠ɺ4ʹอଘ
    w ॲཧͷ಺༁
 
    σʔλ݅਺ɿ໿ສ݅
 
    +PC࣮ߦ࣌ؒɿ෼
 
    ग़ྗUTWσʔλɿ໿(#
 ʲ"84
    (MVFΛ༻͍ͯ&5-؀ڥΛߏங͓ͨ͠࿩ʢ3%4
    GPS
    .Z42-
    ˠ
    4ʣʳ
 IUUQTUFDIDPOOFIJUPDPNFOUSZ (MVFΛ࢖ͬͨσʔλநग़ॲཧ

66. w (MVFͰநग़ͨ͠࠷৽ͷσʔλΛػցֶशͰ࢖͑Δܗʹม׵
    w 1ZUIPOΛ࢖ͬͨࣗવݴޠॲཧ͕ϝΠϯ
 
    ಠࣗͷϥϯλΠϜΛ࢖͍͍ͨͷͰίϯςφԽ
 
    4BHF.BLFSͷϏϧτΠϯίϯςφͰ͸࢖͍͍ͨϥΠϒϥϦ͕ରԠ͍ͯ͠ͳ͔ͬͨ
    w ։ൃϑϩʔ͸ϩʔΧϧ։ൃ 13ϕʔε
 
    NBTUFSϚʔδ࣌ʹ&$3ʹ%PDLFSΠϝʔδΛQVTI
    

    w αʔόϨεͳͷͰόον࣮ߦ࣌ͷΈ՝͕ۚൃੜ
 
    ػցֶशͷલॲཧ͸ॏΊͷॲཧ͕ଟ͍ͷͰྉۚ໘ͰԸܙΛड͚΍͍͢ 'BSHBUFͰߦ͏લॲཧόον

67. w ετϨʔδ༰ྔʹ੍ݶ͕͋Δ
 
    
    λεΫ಺ͰίϯςφͷϧʔτϘϦϡʔϜʹ
    (#ɺϚ΢ϯτ༻ͷڞ༗ϘϦϡʔ Ϝʹ
    (#ར༻Մೳ
 
    ͜ΕΛ௒͑ΔϑΝΠϧΛѻ͏৔߹͸อଘઌΛ4౳ʹ͢Δඞཁ͕͋Δ
 
    &#4΍&'4ͷϚ΢ϯτ͸ݱ࣌఺Ͱ͸ग़དྷͳ͍ 'BSHBUFͰେ͖ΊͷϑΝΠϧΛѻ͏৔߹ͷ஫ҙ఺

68. ࣮ߦॱং͕ॏཁͳ
    ͭͷόονॲཧͰϫʔΫϑϩʔΛ૊Έ͍ͨ

69. ͲͷΑ͏ͳύλʔϯ͕͋Δ͔

70. w 424Λ࢖ͬͯδϣϒͷ࣮ߦॱংΛ੍ޚ
 
    -BNCEB·ͨ͸$MPVE8BUDI&WFOUTܦ༝ͰޙଓόονΛىಈ
 
    ΩϡʔΠϯάؒ࿈ͷຊདྷͷॲཧͱ͸ؔ܎ͳ͍ίʔυΛॻ͔ͳ͚Ε͹ͳΒͳ͍
    w ॲཧຖʹΤϥʔ௨஌΍ϦτϥΠ੍ޚΛೖΕΔ
 
    (MVFͰͷϦτϥΠ੍ޚͱΤϥʔ௨஌
 
    όονॲཧͷίʔυͰϦτϥΠ੍ޚͱΤϥʔ௨஌
    w ॲཧεςοϓ͕૿͑Δ΄Ͳશମ૾Λ೺Ѳ͢Δͷ͕ࠔ೉ʹͳΔ

    ΩϡʔΠϯάύλʔϯ

71. w ॲཧຖʹεέδϡʔϧ࣮ߦ
 
    (MVFεέδϡʔϧ࣮ߦ ". 
 
    'BSHBUFεέδϡʔϧ࣮ߦ ". 
 
    ࠷ॳͷॲཧ͕͚ͯ͜ޙଓόον͕ಈ͍ͯ΋͍͍৔߹ͷΈʹ࢖͑Δ
    w

    ॲཧຖʹΤϥʔ௨஌΍ϦτϥΠ੍ޚΛೖΕΔ
 
    (MVFͰͷϦτϥΠ੍ޚͱΤϥʔ௨஌
 
    όονॲཧͷίʔυͰϦτϥΠ੍ޚͱΤϥʔ௨஌
    wॲཧεςοϓ͕૿͑Δ΄Ͳશମ૾Λ೺Ѳ͢Δͷ͕ࠔ೉ʹͳΔ εέδϡʔϧ࣮ߦύλʔϯ

72. w ॲཧຖʹεέδϡʔϧ࣮ߦ
 
    (MVFεέδϡʔϧ࣮ߦ ". 
 
    'BSHBUFεέδϡʔϧ࣮ߦ ". 
 
    ࠷ॳͷॲཧ͕͚ͯ͜ޙଓόον͕ಈ͍ͯ΋͍͍৔߹ͷΈʹ࢖͑Δ
    w

    ॲཧຖʹΤϥʔ௨஌΍ϦτϥΠ੍ޚΛೖΕΔ
 
    (MVFͰͷϦτϥΠ੍ޚͱΤϥʔ௨஌
 
    όονॲཧͷίʔυͰϦτϥΠ੍ޚͱΤϥʔ௨஌
    wॲཧεςοϓ͕૿͑Δ΄Ͳશମ૾Λ೺Ѳ͢Δͷ͕ࠔ೉ʹͳΔ εέδϡʔϧ࣮ߦύλʔϯ ΋ͬͱศརʹग़དྷΔํ๏͸ͳ͍ͷ͔

73. w ॲཧຖʹεέδϡʔϧ࣮ߦ
 
    (MVFεέδϡʔϧ࣮ߦ ". 
 
    'BSHBUFεέδϡʔϧ࣮ߦ ". 
 
    ࠷ॳͷॲཧ͕͚ͯ͜ޙଓόον͕ಈ͍ͯ΋͍͍৔߹ͷΈʹ࢖͑Δ
    w

    ॲཧຖʹΤϥʔ௨஌΍ϦτϥΠ੍ޚΛೖΕΔ
 
    (MVFͰͷϦτϥΠ੍ޚͱΤϥʔ௨஌
 
    όονॲཧͷίʔυͰϦτϥΠ੍ޚͱΤϥʔ௨஌
    wॲཧεςοϓ͕૿͑Δ΄Ͳશମ૾Λ೺Ѳ͢Δͷ͕ࠔ೉ʹͳΔ εέδϡʔϧ࣮ߦύλʔϯ 4UFQ
    'VODUJPOTΛ࢖͏͜ͱͰ࣮ݱͰ͖ͨ

74. w "84͕ఏڙ͢ΔαʔόʔϨεϫʔΫϑϩʔαʔϏε
    w ࿈ܞ͍ͯ͠Δ"84ϦιʔεΛ؆୯ʹ੍ޚग़དྷΔ
 
    ؆୯ʹݺͼग़͔ͭ͠δϣϒऴྃ଴͕ͪग़དྷΔ
 
    ࿈ܞαʔϏε͸ঃʑʹ૿͍͑ͯΔ
    w +40/ͰϫʔΫϑϩʔΛఆٛ
 
    ϦτϥΠ΍ΤϥʔϋϯυϦϯά͕Մೳ
 
    ॲཧͷલޙؔ܎Λͦͷ··ϏδϡΞϥΠζͯ͘͠ΕΔ


    4UFQ
    'VODUJPOTͱ͸

75. 4UFQ'VODUJPOTͷఆٛ ॲཧᶃ ॲཧᶄ Τϥʔ௨஌ ΤϥʔϋϯυϦϯά

76. w TUBUF
 
    ࣮ߦ͢Δॲཧ୯Ґ
    -BNCEB
    &$4λεΫ
    (MVF
    FUD
 
    5ZQF۟Ͱॲཧ಺༰Λࢦఆ

    
    5BTL ͳΜΒ͔ͷॲཧ࣮ߦ 

    
    $IPJDF

    ೖྗʹج͖ͮॲཧ෼ذ 

    
    8BJU Ұఆ࣌ؒεϦʔϓ
    w TUBUF
    NBDIJOF
 
    TUFUFͷू߹ମ ϫʔΫϑϩʔຊମ 
 
    +40/
    ϕʔεͷ
    "NB[PO
    εςʔτϝϯτݴޠ
    Ͱఆٛ
 
    ͜ͷ୯ҐͰϏδϡΞϥΠζ͞ΕΔ 4UFQ'VODUJPOTͷߏ੒ཁૉ

77. w $BUDI۟Ͱఆٛ͢Δ
    w ࣄલఆٛ͞ΕͨΤϥʔίʔυ
 
    4UBUFT"--
    ͢΂ͯͷΤϥʔ໊ʹҰக͢ΔϫΠϧυΧʔυ
 
    4UBUFT5JNFPVU
    λΠϜΞ΢τؔ࿈
    
 
    4UBUFT5BTL'BJMFE
    λεΫͷ࣮ߦࣦഊ
 
    4UBUFT1FSNJTTJPOT
    ఆٛͨ͠λεΫͷ࣮ߦݖݶ͕଍Γͳ͍ ΤϥʔϋϯυϦϯά

78. w 3FUSZ۟Ͱఆٛ͢Δ
    w ઃఆϑΟʔϧυ
 
    &SSPS&RVBMT
    ର৅ͱͳΔΤϥʔ໊
 
    *OUFSWBM4FDPOET
    ࠶ࢼߦ·ͰͷΠϯλʔόϧ
 
    .BY"UUFNQUT
    ࠷େϦτϥΠ਺
 
    #BDLPGG3BUF
    ࠶ࢼߦ࣌ͷ૿Ճ͢Δ৐਺
    ྫ
    
    ඵɺඵɺඵɺɺɺ ϦτϥΠॲཧ

79. "84Ϧιʔεͱͷ࿈ܞ
    ೥݄࣌఺ δϣϒͷϋϯυϦϯάΛ Step Functionsଆʹ೚ͤΒΕΔ

80. w ॲཧͷঢ়ଶΛϋϯυϦϯάͯ͘͠ΕΔͷͰ໘౗ͳ࣮૷͕ෆཁ
    w "84Ͱ׬݁͢ΔόονॲཧͷϫʔΫϑϩʔ͕૊Έ΍͍͢
 
    (MVFˠ&$4ˠMBNCEBΈ͍ͨͳ"84αʔϏεͷ࿈ܞ
 
    ෳ਺ͷ"84
    #BUDIΛ࢖ͬͨूܭॲཧ
 
    TMBDL௨஌༻ͷڞ௨ͷMBNCEBΛ૊ΈࠐΉ
    w αʔόϨεͳͷͰӡ༻ෆཁͰϫʔΫϑϩʔ͕૊ΊΔ 4UFQ'VODUJPOTͷྑ͍ͱ͜Ζ

81. w ॲཧͷঢ়ଶΛϋϯυϦϯάͯ͘͠ΕΔͷͰ໘౗ͳ࣮૷͕ෆཁ
    w "84Ͱ׬݁͢ΔόονॲཧͷϫʔΫϑϩʔ͕૊Έ΍͍͢
 
    (MVF
    
    &$4ͰαʔϏεؒ࿈ܥ
 
    ෳ਺ͷ"84
    #BUDIΛ࢖ͬͨूܭॲཧ
    w αʔόϨεͳͷͰӡ༻ෆཁͰϫʔΫϑϩʔ͕૊ΊΔ 4UFQ'VODUJPOTͷྑ͍ͱ͜Ζ

    "84ͰϫʔΫϑϩʔΛ૊ΉέʔεͰ͸
    ͔ͳΓ͓͢͢Ί

82. w ϦιʔεΛઐ༗ग़དྷΔͷͰίϯϐϡʔςΟϯάϦιʔεΛଟ ͘ར༻͢Δॲཧʹ޲͍͍ͯΔ
 
    େن໛σʔλͷूܭॲཧ΍ػցֶशͷલॲཧ
 
    ࢖ͬͨ෼͚ͩ՝ۚ͞ΕΔͷͰίετޮ཰͕ߴ͍
    w ଞͷॲཧΛߟྀ࣮ͨ͠ߦܭը͕ෆཁ
 
    ίϯϐϡʔςΟϯάϦιʔε໘ͷߟྀ
 
    खΛೖΕΔΞϓϦέʔγϣϯ͚ͩΛߟ͑Ε͹ྑ͍ͷͰ։ൃ΍ࢼݧ͕͠΍͍͢ αʔόϨεͰόονॲཧΛ͢ΔϝϦοτ

83. w ϦιʔεΛઐ༗ग़དྷΔͷͰίϯϐϡʔςΟϯάϦιʔεΛଟ ͘ར༻͢Δॲཧʹ޲͍͍ͯΔ
 
    େن໛σʔλͷूܭॲཧ΍ػցֶशͷલॲཧ
 
    ࢖ͬͨ෼͚ͩ՝ۚ͞ΕΔͷͰίετޮ཰͕ߴ͍
    w ଞͷॲཧΛߟྀ࣮ͨ͠ߦܭը͕ෆཁ
 
    ίϯϐϡʔςΟϯάϦιʔε໘ͷߟྀ
 
    खΛೖΕΔΞϓϦέʔγϣϯ͚ͩΛߟ͑Ε͹ྑ͍ͷͰ։ൃ΍ࢼݧ͕͠΍͍͢ αʔόϨεͰόονॲཧΛ͢ΔϝϦοτ

    αʔόΛҙࣝͨ͠ӡ༻͕ෆཁͳͷͰ
    ࣮ߦ͢Δॲཧͷ͜ͱ͚ͩʹઐ೦ग़དྷΔ

84. "-#ϩάΛ,JCBOBͰݟΔ࢓૊ΈΛαʔόϨεʹ Amazon Elasticsearch Service ALB S3 Bucket Lambda Event 


    (time-based) 5෼ຖʹ όέοτʹϩάΛग़ྗ ObjectCreatedτϦΨ ͰLambda͕ىಈ ElasticserachʹBulkLoad GrokͰύʔε͠ɺΠϯ σοΫεొ࿥ ΤϯδχΞ͸ɺ Kibanaܦ༝ͰϩάΛݟΔ աڈ෼ͷΠϯσοΫεΛ ఆظతʹ࡟আ

85. ͜ΕΒͷࣄྫ͔Βߟ͑Δ
    "84Ͱόον࣮ߦΛߟ͑Δ࣌ͷํ਑

86. w ·ͣ"84ͷϚωʔδυαʔϏεͰ࣮ݱग़དྷͳ͍͔ߟ͑Δ
 ˠ΋͔ͨ͠͠ΒόονॲཧͰͳͯ͘΋Α͍Մೳੑ΋ඞવతʹαʔόϨεߏ੒
    w -BNCEB 'BB4 Ͱ࣮ݱग़དྷͳ͍͔Λߟ͑Δ
 ˠϥϯλΠϜͷ؅ཧ͕ෆཁͳͷͰ΍Γ͍ͨॲཧͷ͜ͱ͚ͩʹઐ೦ग़དྷΔ
 ˠαʔόϨε͔ͭ"84Ϧιʔεͱॊೈͳ࿈ܞ͕Մೳ
    w

    ಠࣗͷϥϯλΠϜΛ࢖ͬͯόονॲཧ͕͍ͨ͠
 ˠΞϓϦέʔγϣϯͷίϯςφԽ
 ˠ&$4
    4DIFEVMF
    5BTL
    PS
    "84
    #BUDIΛ࢖͏ LTͱ͍͏બ୒ࢶ΋ग़ͯ͘Δ
    w "84্ͷॲཧͰϫʔΫϑϩʔΛ૊Έ͍ͨ
 ˠ4UFQ'VODUJPOTΛ࢖͏ "84Ͱόον࣮ߦΛߟ͑Δ࣌ͷํ਑

87. w ·ͣ"84ͷϚωʔδυαʔϏεͰ࣮ݱग़དྷͳ͍͔ߟ͑Δ
 ˠ΋͔ͨ͠͠ΒόονॲཧͰͳͯ͘΋Α͍Մೳੑ΋ඞવతʹαʔόϨεߏ੒
    w -BNCEB 'BB4 Ͱ࣮ݱग़དྷͳ͍͔Λߟ͑Δ
 ˠϥϯλΠϜͷ؅ཧ͕ෆཁͳͷͰ΍Γ͍ͨॲཧͷ͜ͱ͚ͩʹઐ೦ग़དྷΔ
 ˠαʔόϨε͔ͭ"84Ϧιʔεͱॊೈͳ࿈ܞ͕Մೳ
    w

    ಠࣗͷϥϯλΠϜΛ࢖ͬͯόονॲཧ͕͍ͨ͠
 ˠΞϓϦέʔγϣϯͷίϯςφԽ
 ˠ&$4
    4DIFEVMF
    5BTL
    PS
    "84
    #BUDIΛ࢖͏ LTͱ͍͏બ୒ࢶ΋ग़ͯ͘Δ
    w "84্ͷॲཧͰϫʔΫϑϩʔΛ૊Έ͍ͨ
 ˠ4UFQ'VODUJPOTΛ࢖͏ "84Ͱόον࣮ߦΛߟ͑Δ࣌ͷํ਑ ӡ༻όον࣮ߦͷ੹຿Λ
    Ͱ͖Δ͚ͩ"84ʹد͍ͤͯ͘͜ͱͰ
    ຊདྷՁ஋ͷ͋Δ։ൃʹ஫ྗ͢Δͷ͕େࣄ

88. w ·ͣ"84ͷϚωʔδυαʔϏεͰ࣮ݱग़དྷͳ͍͔ߟ͑Δ
 ˠ΋͔ͨ͠͠ΒόονॲཧͰͳͯ͘΋Α͍Մೳੑ΋ඞવతʹαʔόϨεߏ੒
    w -BNCEB 'BB4 Ͱ࣮ݱग़དྷͳ͍͔Λߟ͑Δ
 ˠϥϯλΠϜͷ؅ཧ͕ෆཁͳͷͰ΍Γ͍ͨॲཧͷ͜ͱ͚ͩʹઐ೦ग़དྷΔ
 ˠαʔόϨε͔ͭ"84Ϧιʔεͱॊೈͳ࿈ܞ͕Մೳ
    w

    ಠࣗͷϥϯλΠϜΛ࢖ͬͯόονॲཧ͕͍ͨ͠
 ˠΞϓϦέʔγϣϯͷίϯςφԽ
 ˠ&$4
    4DIFEVMF
    5BTL
    PS
    "84
    #BUDIΛ࢖͏ LTͱ͍͏બ୒ࢶ΋ग़ͯ͘Δ
    w "84্ͷॲཧͰϫʔΫϑϩʔΛ૊Έ͍ͨ
 ˠ4UFQ'VODUJPOTΛ࢖͏ "84Ͱόον࣮ߦΛߟ͑Δ࣌ͷํ਑ )PXͱͯ͠ίϯςφ΍αʔόϨεͱ͍ͬͨ
    ΞʔΩςΫνϟΛཧղ͠
    ͦΕΒΛ࣮αʔϏεʹམͱ͠ࠐΉ࣌ʹ

89. w ·ͣ"84ͷϚωʔδυαʔϏεͰ࣮ݱग़དྷͳ͍͔ߟ͑Δ
 ˠ΋͔ͨ͠͠ΒόονॲཧͰͳͯ͘΋Α͍Մೳੑ΋ඞવతʹαʔόϨεߏ੒
    w -BNCEB 'BB4 Ͱ࣮ݱग़དྷͳ͍͔Λߟ͑Δ
 ˠϥϯλΠϜͷ؅ཧ͕ෆཁͳͷͰ΍Γ͍ͨॲཧͷ͜ͱ͚ͩʹઐ೦ग़དྷΔ
 ˠαʔόϨε͔ͭ"84Ϧιʔεͱॊೈͳ࿈ܞ͕Մೳ
    w

    ಠࣗͷϥϯλΠϜΛ࢖ͬͯόονॲཧ͕͍ͨ͠
 ˠΞϓϦέʔγϣϯͷίϯςφԽ
 ˠ&$4
    4DIFEVMF
    5BTL
    PS
    "84
    #BUDIΛ࢖͏ LTͱ͍͏બ୒ࢶ΋ग़ͯ͘Δ
    w "84্ͷॲཧͰϫʔΫϑϩʔΛ૊Έ͍ͨ
 ˠ4UFQ'VODUJPOTΛ࢖͏ "84Ͱόον࣮ߦΛߟ͑Δ࣌ͷํ਑ "84ͩͬͨΓଞͷΫϥ΢υαʔϏεΛ
    ͍͔ʹ͏·͘࢖͍͚ͬͯΔ͔͕
    ͜Ε͔ΒߋʹٻΊΒΕͯ͘ΔεΩϧͩͱࢥ͏

90. w ·ͣ"84ͷϚωʔδυαʔϏεͰ࣮ݱग़དྷͳ͍͔ߟ͑Δ
 ˠ΋͔ͨ͠͠ΒόονॲཧͰͳͯ͘΋Α͍Մೳੑ΋ඞવతʹαʔόϨεߏ੒
    w -BNCEB 'BB4 Ͱ࣮ݱग़དྷͳ͍͔Λߟ͑Δ
 ˠϥϯλΠϜͷ؅ཧ͕ෆཁͳͷͰ΍Γ͍ͨॲཧͷ͜ͱ͚ͩʹઐ೦ग़དྷΔ
 ˠαʔόϨε͔ͭ"84Ϧιʔεͱॊೈͳ࿈ܞ͕Մೳ
    w

    ಠࣗͷϥϯλΠϜΛ࢖ͬͯόονॲཧ͕͍ͨ͠
 ˠΞϓϦέʔγϣϯͷίϯςφԽ
 ˠ&$4
    4DIFEVMF
    5BTL
    PS
    "84
    #BUDIΛ࢖͏ LTͱ͍͏બ୒ࢶ΋ग़ͯ͘Δ
    w "84্ͷॲཧͰϫʔΫϑϩʔΛ૊Έ͍ͨ
 ˠ4UFQ'VODUJPOTΛ࢖͏ "84Ͱόον࣮ߦΛߟ͑Δ࣌ͷํ਑ ਐԽͷૣ͍֤αʔϏεΛΩϟονΞοϓ͠
    ࣮ࡍʹखΛಈ͔ͯ͠෢ثΛ૿΍͢͜ͱ͕େࣄ
    Ϋϥ΢υωΠςΟϒͳࢥ૝΁

91. ίωώτͰ͸ΤϯδχΞੵۃ࠾༻தͰ͢ʂ
 ڵຯ͕͋Δํɺ΋ͬͱ࿩Λฉ͍ͯΈ͍ͨͱࢥ͏ํ͕͍·ͨ͠Β
    ɹ ੠Λ͔͚͍͔ͯͨͩ͘ɺɹ!TIOBHBJ
    ·Ͱ͝࿈བྷ͍ͩ͘͞ ͍͞͝ʹએ఻

92. Thank you! © 2019, Amazon Web Services, Inc. or its

    affiliates. All rights reserved. ӬҪ উҰ࿠ ίωώτגࣜձࣾ