AWS Step Functions × AWS SAMで実現する家族ノートの低運用コストETL基盤/ kazokunote-stepfunctions-awssam-etl

2021/09/29 AWS Devday Online Japan 2021の登壇資料です

Transcript

1. © 2021, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Step Functions × AWS Serverless Application Model (AWS SAM) Ͱ࣮ݱ͢ΔՈ଒ϊʔτͷ௿ӡ༻ίετETLج൫ ίωώτגࣜձࣾ ӬҪউҰ࿠(@shnagai) A W S D e v D a y O n l i n e J a p a n 2 0 2 1 2 0 2 1 / 0 9 / 2 9 E - 3
2. ࣗݾ঺հ ओͳ׆ಈ
   
   
   
   "84
   %FW
   %BZ͸ԑ͋ͬͯ೥࿈ଓͰొஃ
   
   ίωώτΤϯδχΞϒϩά
   IUUQTUFDIDPOOFIJUPDPNBSDIJWFBVUIPSOBHBJT
   
   աڈͷొஃࢿྉ
   IUUQTTQFBLFSEFDLDPNTIPJDIJSPO ίωώτגࣜձࣾɹςΫϊϩδʔਪਐ෦ɹ Πϯϑϥ/σʔλɾػցֶश @shnagai ӬҪ
   উҰ࿠
3. ίωώτʹ͍ͭͯ
4. ϚϚϦʹ͍ͭͯ
5. ɹɹɹɹ ʹ͍ͭͯ
6. ɹɹɹɹ ʹ͍ͭͯ
   σʔλͱ͸ https://info-kazokunote.mamari.jp/
7. ࠓ೔͓࿩͢Δ͜ͱ w ίωώτͰͷ&5-ج൫Λ࡞ΔʹࢸͬͨσʔλपΓͷ՝୊
   w &5-ج൫ͷٕज़બఆ
   w 4UFQ
   'VODUJPOTͰ૊Ή&$4'BSHBUF
   -BNCEB
   ͷϫʔΫϑϩʔࣄྫ
   w "84
   4".Λ࢖ͬͨϫʔΫϑϩʔͷίʔυ؅ཧ
8. ҰͭͰ΋࢖͑ͦ͏ͳύλʔϯΛ࣋ͪؼͬͯ΋Β͑Δͱ͏Ε͍͠Ͱ͢
9. © 2021, Amazon Web Services, Inc. or its affiliates. All rights reserved. ίωώτͰͷETLج൫Λ࡞Δʹࢸͬͨ σʔλपΓͷ՝୊
10. ίωώτʹ͋Δσʔληοτ͸େ͖͘෼͚Δͱͭ w σʔλϕʔε "NB[PO
    "VSPSB ʹ͋ΔΞϓϦέʔγϣϯͷσʔλ
    w ϚϚϦ಺Ͱͷ࣭໰΍ճ౴ͷσʔλ
    w Ϣʔβͷଐੑσʔλ
    w ֎෦σʔλ΢ΣΞϋ΢εʹ஝ੵ͍ͯ͠Δߦಈϩά
    w ΞϓϦ಺Ͱͷ࣭໰Ӿཡ΍ճ౴Λͨ͠ͱ͍͏Πϕϯτ
11. σʔλͷ׆༻ํ๏͸ݸผ࠷దԽ͞Ε͍ͯΔ w ػցֶश1+Ͱ͸
    w "84
    (MVFͰ%#ͷσʔλΛநग़ͯ͠$47Խ
    w 1ZUIPOͷόονͰߦಈϩάΛ֎෦%8)͔Βநग़͠$47Խ
    w 1BOEBTͰͭΛ݁߹ͯͭ͠ͷσʔλͱͯ͠ѻ͏
    w σʔλநग़Ͱ͸
    w #*πʔϧ্Ͱ%#ͱ֎෦%8)ͷߦಈϩάΛ݁߹͢Δύλʔϯ
    w όονॲཧͰ%#ͱ֎෦%8)ͷߦಈϩάΛ݁߹͢Δύλʔϯ
12. σʔλͷ׆༻ํ๏͸ݸผ࠷దԽ͞Ε͍ͯΔ w ػցֶश1+Ͱ͸
    w "84
    (MVFͰ%#ͷσʔλΛநग़ͯ͠$47Խ
    w 1ZUIPOͷόονͰߦಈϩάΛ֎෦%8)͔Βநग़͠$47Խ
    w 1BOEBTͰͭΛ݁߹ͯͭ͠ͷσʔλͱͯ͠ѻ͏
    w σʔλநग़Ͱ͸
    w #*πʔϧ্Ͱ%#ͱ֎෦%8)ͷߦಈϩάΛ݁߹͢Δύλʔϯ
    w όονॲཧͰ%#ͱ֎෦%8)ͷߦಈϩάΛ݁߹͢Δύλʔϯ ͍͍ͩͨಉ͡Α͏ͳॲཧ͕ ࢸΔͱ͜ΖͰߦΘΕ͍ͯΔঢ়گ
13. σʔλऩू͸ߟ͑Δ͜ͱ͕ଟ͍ɻɻ w Ͳͷ%#ʹͲͷݖݶͰΞΫηε͢Ε͹͍͍ͷ͔
    w ऩूॲཧͰҙਤͤ͵σʔλϩετ͕ى͖͍ͯͳ͍͔
    w ऩूͨ͠σʔλ͸৴པग़དྷΔͷ͔
    w σʔλ͕େྔͷ৔߹͸େ͖ͳίϯϐϡʔτϦιʔε΋ඞཁ
    w ଞͰಈ͍͍ͯΔॲཧͱόοςΟϯάͯ͠%#ʹେ͖ͳෛՙΛ͔͚ͳ͍͔
    w %#෼ੳ%#ͱ͍͏αʔϏε͔Β͸੾Γ཭ͨ͠%#Λ༻ҙ͍ͯ͠Δ
14. σʔλऩू͸ߟ͑Δ͜ͱ͕ଟ͍ɻɻ w Ͳͷ%#ʹͲͷݖݶͰΞΫηε͢Ε͹͍͍ͷ͔
    w ऩूॲཧͰҙਤͤ͵σʔλϩετ͕ى͖͍ͯͳ͍͔
    w ऩूͨ͠σʔλ͸৴པग़དྷΔͷ͔
    w σʔλ͕େྔͷ৔߹͸େ͖ͳίϯϐϡʔτϦιʔε΋ඞཁ
    w ଞͰಈ͍͍ͯΔॲཧͱόοςΟϯάͯ͠%#ʹେ͖ͳෛՙΛ͔͚ͳ͍͔
    w %#෼ੳ%#ͱ͍͏αʔϏε͔Β͸੾Γ཭ͨ͠%#Λ༻ҙ͍ͯ͠Δ ݸผͰ࣮૷͢Δͷ͸ޮ཰͕ѱ͍ͷ͸ཧղͭͭ͠΋ ઐ೚ͷσʔλΤϯδχΞ΋͓Βͣ༏ઌ౓্͕͕Βͣ
15. ͦΜͳத৽αʔϏε
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    ͷ։ൃ͕࢝·Δ w Ո଒ϊʔτ͸ɺϚϚϦͷσʔλΛ෼ੳͯ͠ఏڙ͢ΔUP#ͷαʔϏε
    w ίωώτʹ஝ੵ͍ͯ͠Δσʔλࣗମ͕ϓϩμΫτͱͯ͠ͷՁ஋ʹ௚݁
    w ౰વσʔλ඼࣭ʹ৴པੑ͕ٻΊΒΕΔ ɹɹɹɹ
16. ͷσʔληοτ࡞੒ΛͲͷํࣜʹ͢Δͷ͔ݕ౼ w ᶃόονͰσʔλͷऩू݁߹Λߦ͍৽͍͠σʔληοτΛ࡞Δύλʔϯ
    w ·ͨ৽ͨͳσʔλऩू݁߹ॲཧ͕஀ੜͯ͠͠·͏
    w ᶄΞϓϦέʔγϣϯ͸σʔλऩू݁߹͸ҙࣝͤͣʹσʔλϚʔτΛར༻͢ Δ͚ͩʹ͢Δύλʔϯ ɹɹɹɹ
17. ͷσʔληοτ࡞੒ΛͲͷํࣜʹ͢Δͷ͔ݕ౼ ɹɹɹɹ ֎෦ DWH όον ॲཧ ֎෦DWH όον ॲཧ ಠࣗͰ ऩू/݁߹ σʔλϚʔτ σʔλϨΠΫ ऩू ݁߹ औಘ ᶃόονͰσʔλͷऩू/݁߹Λߦ͍৽͍͠σʔληοτΛ࡞Δύλʔϯ ᶄΞϓϦέʔγϣϯ͸σʔλऩू/݁߹͸ҙࣝͤͣʹ σʔλϚʔτΛར༻͢Δ͚ͩʹ͢Δύλʔϯ
18. ͷσʔληοτ࡞੒ΛͲͷํࣜʹ͢Δͷ͔ݕ౼ ɹɹɹɹ ֎෦ DWH όον ॲཧ ֎෦DWH όον ॲཧ ಠࣗͰ ऩू/݁߹ σʔλϚʔτ σʔλϨΠΫ ऩू ݁߹ औಘ ᶃόονͰσʔλͷऩू/݁߹Λߦ͍৽͍͠σʔληοτΛ࡞Δύλʔϯ ᶄΞϓϦέʔγϣϯ͸σʔλऩू/݁߹͸ҙࣝͤͣʹ σʔλϚʔτΛར༻͢Δ͚ͩʹ͢Δύλʔϯ ϓϩμΫτʹ͓͚Δσʔλͷॏཁ౓ͱ σʔλ׆༻ͷαΠϩԽΛ๷͙ͱ͍͏͜ͱΛ໨తʹ ᶄΛ࣮ݱ͢ΔͨΊʹσʔλج൫Λ࡞Δ͜ͱΛܾఆ
19. σʔλج൫ߏஙͷελʔτ w ͍͖ͳΓ׬ᘳͳ΋ͷ͸໨ࢦͣ͞είʔϓΛߜͬͯσʔλج൫Λઃܭ
    w Ո଒ϊʔτͷ.71ϦϦʔεʹඞཁͳσʔλϚʔτΛ༻ҙ͢Δͷ͕ΰʔϧ
    w σʔλϚʔτ͔Βٯࢉͯ͠ඞཁ࠷খݶͷσʔλϨΠΫΛ࡞Δͱ͜Ζ͔Βελʔτ
    w ର৅σʔλΛؾܰʹ௥Ճ͸ग़དྷΔΑ͏ʹઃܭ͢Δ
    w "VSPSBʹ͋ΔσʔλΛ֎෦%8)ʹҠૹ͢Δ&5-ج൫Λ࡞Δͷ͕TUεςοϓ
20. © 2021, Amazon Web Services, Inc. or its affiliates. All rights reserved. ETLج൫ͷٕज़બఆ
21. ίωώτͷσʔλج൫ ϚϚϦ಺QAσʔλ Ϣʔβσʔλ ೔࣍ͰඞཁͳσʔλΛ֎෦DWHʹసૹ DataLake ߦಈϩά ϚϚϦ಺QAσʔλ Ϣʔβσʔλ DataMart ΞϓϦέʔγϣϯ͔Β ࢀর͢ΔϏϡʔ DataWarehouse ूܭσʔλ Ո଒ϊʔτͷΞϓϦέʔγϣϯ ֎෦DWH BIπʔϧ Ո଒ϊʔτ σʔλΛࢀর
22. ࠓճͷ࿩ͷείʔϓ ϚϚϦ಺QAσʔλ Ϣʔβσʔλ ೔࣍ͰඞཁͳσʔλΛ֎෦DWHʹసૹ DataLake ߦಈϩά ϚϚϦ಺QAσʔλ Ϣʔβσʔλ DataMart ΞϓϦέʔγϣϯ͔Β ࢀর͢ΔϏϡʔ DataWarehouse ूܭσʔλ Ո଒ϊʔτͷΞϓϦέʔγϣϯ ֎෦DWH BIπʔϧ Ո଒ϊʔτ σʔλΛࢀর
23. &5-ج൫ͷٕज़બఆʹ͋ͨΓҙࣝͨ͜͠ͱ w ։ൃऀ΋͘͠͸ඞཁͳਓ͕৽͍͠&5-ॲཧΛ௥Ճɾ࡟আग़དྷΔ
    w ίʔυԽ͞Ε͓ͯΓ͔ͭ؆୯ͳهड़͕ग़དྷΔͷ͕๬·͍͠
    w Πϯϑϥ
    PS
    σʔλΤϯδχΞ͔͠؅ཧɾߋ৽ग़དྷͳ͍ঢ়ଶʹ͸͠ͳ͍
    w ϫʔΫϑϩʔΤϯδϯࣗମͷӡ༻ίετ͕௿͍
    w ϚωʔδυαʔϏε΋͘͠͸ͦΕʹ਌͍͠ӡ༻ίετ͕ཧ૝
    w ઐଐͰ໘౗ΛݟΔਓ͕͍ͳ͍ͷͰ࡞ͬͨΒޙ͸উखʹಈ͍ͯͯΤϥʔདྷͨͱ͖͚ͩ൓Ԡ͢Δ Έ͍ͨͳͷ͕ཧ૝
24. &5-πʔϧ͸&NCVMLΛར༻ w ༷ʑͳσʔλιʔεؒͷσʔλసૹΛࢧԉ͢ΔCVML
    EBUB
    MPBEFS
    IUUQTHJUIVCDPNFNCVMLFNCVML
    w ๛෋ͳϓϥάΠϯ͕͋ΔͷͰॊೈʹॲཧΛॻ͚Δ
    w *OQVU0VUQVUͱ༷ͯ͠ʑͳσʔλιʔεʹରԠ
    w 'JMUFSͰதؒॲཧ΋؆୯ʹ
    w ࣾ֎Ͱͷ׆༻ࣄྫ΋ଟ਺͋Γ
    w ίωώτͰ΋طʹӡ༻࣮੷͸͋Γ
25. &NCVMLͷఆٛ͸γϯϓϧ w ॳݟͰ΋͍͍ͩͨԿΛ͍ͯ͠Δ͔ ཧղग़དྷΔ؆ܿͳهड़
    w 2VFSZ۟ʹσόοά͠΍͍͢Α͏ ʹੜͷΫΤϦΛೖΕ͍ͯΔ
    
26. ӡ༻ίετԼ͛ΔͨΊʹ&NCVMLΛαʔόϨεʹӡ༻ w &NCVMLϓϩηε͸ৗறͤͣॲཧຖʹ'BSHBUFλεΫ͕ىಈ
    w ࣮ߦ࣌ʹͷΈϓϩηε͕ଘࡏ
    w ͋ΔॲཧͰ໰୊͕ى͖ͯ΋ଞͷ&NCVMLͷ࣮ߦʹ͸ѱӨڹΛ༩͑ͳ͍
    w ॲཧͷܭࢉʹඞཁͳίϯϐϡʔτϦιʔεΛ౎౓༻ҙ՝ۚ΋࢖͏͚ͩ
    w ։ൃ࣌΋&NCVMLͷॲཧʹ࠷దԽͨ͠ݕূͰ0,
    w ౰વ࠷௿ݶͷ&NCVMLͷόʔδϣϯ؅ཧ౳͸ൃੜ͢Δ
27. ϫʔΫϑϩʔΤϯδϯൺֱ 4UFQ
    'VODUJPOTͱ%JHEBH ߲໨/ϫʔΫϑϩʔछྨ Step Functions Digdag جຊػೳ δϣϒ࣮ߦ/ϦτϥΠ/ Τϥʔॲཧ ˕ ˕ ؅ཧը໘ ̋ ˕ FargateλεΫͷ࣮ߦ ˕ ̋ ίʔυ؅ཧ ̋ ※AWS SAMͰΧόʔ ˕ ϫʔΫϑϩʔϓϩηε ͷ؅ཧ ˕ ✕
28. ϫʔΫϑϩʔΤϯδϯൺֱ 4UFQ
    'VODUJPOTͱ%JHEBH ߲໨/ϫʔΫϑϩʔछྨ Step Functions Digdag جຊػೳ δϣϒ࣮ߦ/ϦτϥΠ/ Τϥʔॲཧ ˕ ˕ ؅ཧը໘ ̋ ˕ FargateλεΫͷ࣮ߦ ˕ ̋ ίʔυ؅ཧ ̋ ※AWS SAMͰΧόʔ ˕ ϫʔΫϑϩʔϓϩηε ͷ؅ཧ ˕ ✕ ػೳ໘͸ͲͪΒ΋ຬ͍͕ͨͯͨ͠ ӡ༻ίετͷ௿͞ͰStep FunctionsΛ࠾༻
29. ϫʔΫϑϩʔΤϯδϯࣗମͷӡ༻ίετ͕ܾΊखʹͳͬͨ w %JHEBHϓϩηεΛͲ͔͜Ͱৗறͤ͞ͳ͍ͱ͍͚ͳ͍఺͕ωοΫʹͳͬͨ
    w &$4͔&$Ͱ͍͘ͷ͔ͷબఆ΋͍Δ͠ӡ༻΋ඞཁ
    w %JHEBHϓϩηεͷ؂ࢹ΋ඞཁ
    w %JHEBHࣗମͷӡ༻΋ඞཁ όʔδϣϯΞοϓରԠ΍ϓϥάΠϯௐࠪ
    w %JHEBH಺ͷδϣϒͷ࣮ߦ݁Ռ΋΋ͪΖΜ؂ࢹ͢Δ
    w ΋ͪΖΜ%JHEBH͕༏Ґͳ఺΋͋Δ͕ࠓճ͸௿ӡ༻ίετ͕伴ͩͬͨ
    w 4UFQ
    'VODUJPOTͩͱδϣϒͷ࣮ߦ݁Ռͷ؂ࢹ͚ͩͰ0,
    w ͲΜͳॲཧΛͲΜͳϑϩʔͰಈ͔͔͚ͩ͢ʹઐ೦ͯ͠։ൃग़དྷΔ
    w ͜ΕͧαʔόϨεͷڧ͞
30. ϫʔΫϑϩʔͷఆٛΛ"84ίϯιʔϧ͚ͩͰ؅ཧ͢Δͷ͸ݫ͍͠ w 4UFQ
    'VODUJPOT͸"84ίϯιʔϧͰ΋खܰʹઃఆՄೳ
    w ։ൃ΍σόοάʹ͸ΊͪΌͪ͘ΌָͰྑ͍
    w ৭Μͳਓʹ৮ͬͯ΄͍͚͠Ͳมߋ؅ཧग़དྷͳ͍ͱ͕͢͞ʹ͓ئ͍ग़དྷͳ͍
    w ίϯύωͰࣗ༝ʹ௥Ճͯ͠Ͷ ϨϏϡʔͳ͠͸ݫ͍͠
    w ͜ͷ఺ΛΧόʔ͢΂͘"84
    4".Ͱ4UFQ
    'VODUJPOTΛ؅ཧ͢Δ͜ͱʹͨ͠
    w ৄࡉ͸ɺޙ൒ͷ
    "84
    4".Λ࢖ͬͨϫʔΫϑϩʔͷίʔυ؅ཧͰ঺հ
31. © 2021, Amazon Web Services, Inc. or its affiliates. All rights reserved. Step FunctionsͰ૊Ή ECS/Fargate, LambdaͷϫʔΫϑϩʔࣄྫ
32. 4UFQ
    'VODUJPOTͱ͸ w "84͕ఏڙ͢ΔϚωʔδυͷαʔόʔϨεϫʔΫϑϩʔαʔϏε
    w هड़͸"4- "NB[PO
    4UBUFT
    -BOHVBHF
    
    ˞+40/ϕʔε
    w Ξοϓσʔτଟ͍ͷͰ"84తʹྗΛೖΕͯΔαʔϏεͩͱײ͍ͯ͡Δ
    w 8PSLGMPX
    4UVEJPͱ͍͏υϥοάΞϯυυϩοϓͰϫʔΫϑϩʔߏஙग़དྷΔػೳ΋ग़͖͍ͯͯ Δ
33. ϫʔΫϑϩʔΤϯδϯʹඞཁͳػೳΛҰ௨Γἧ͍͑ͯΔ w ෳ਺ͷϓϩηεΛॊೈͳ৚݅Ͱ࣮ߦ͢Δ͜ͱ͕Մೳ
    w ϫʔΫϑϩʔͷϏδϡΞϥΠζ
    w ϫʔΫϑϩʔ಺Ͱͷྫ֎Τϥʔॲཧ΍ϦτϥΠػߏ
    w ࣮ߦཤྺͷ؅ཧ΍ϩάͷࢀর͕खܰʹग़དྷΔ
    w "84ίϯιʔϧ
    PS
    "84
    $-*Λ࢖͏
34. αʔόϨεͳͷͰϫʔΫϑϩʔΤϯδϯࣗମͷ໘౗Λݟͳͯ͘ྑ͍ w ϫʔΫϑϩʔͷৗறϓϩηεͷ؂ࢹ΍৑௕ߏ੒Λߟ͑ͳͯ͘ྑ͍
    w ϫʔΫϑϩʔͷ࣮ߦ͸৺഑ͤͣʹͲΜͳॲཧΛಈ͔͔͢ʹ͚ͩઐ೦ग़དྷΔ
35. "84͕ఏڙ͍ͯ͠ΔͷͰ"84αʔϏεͱͷ਌࿨ੑൈ܈ w ؆୯ʹδϣϒͷ࣮ߦ΍׬ྃ଴͕ͪग़དྷΔ
    
    
36. ࿈ܞ͢Δ"84αʔϏε͸ͲΜͲΜ૿͍͑ͯΔ 2019೥9݄ 2021೥9݄ https://docs.aws.amazon.com/ja_jp/step-functions/latest/dg/connect-supported-services.html
37. 4UFQ
    'VODUJPOTͷओͳొ৔ਓ෺ w 4UBUFT
    w ೖྗʹج͍ͮͯΞΫγϣϯΛ࣮ߦͯ͠ग़ྗΛଞͷঢ়ଶʹ౉͢୯Ґ
    w ͭͷύλʔϯ͕༻ҙ͞Ε͍ͯΔ
    w 5BTL ͳΜΒ͔ͷॲཧ࣮ߦ
    w $IPJDF ೖྗʹج͖ͮॲཧ෼ذ
    w 'BJM
    PS
    4VDDFTT ࣦഊPS੒ޭͰ࣮ߦఀࢭ
    w 1BTT ೖྗΛग़ྗʹ౉͢
    w 8BJU Ұఆ࣌ؒεϦʔϓ
    w 1BSBMMFM ฒྻ࣮ߦ
    w .BQ ಈతʹ൓෮࣮ߦ
38. 4UFQ
    'VODUJPOTͷओͳొ৔ਓ෺ w 4UBUF
    .BDIJOF
    w 4UFUFTͷू߹ମ ϫʔΫϑϩʔຊମ
    w 4UBUF
    .BDIJOF୯ҐͰ4UFQ
    'VODUJPOT্Ͱ࣮ߦ͞ΕΔ
    
39. վΊͯࠓճͷ&5-ॲཧͷϫʔΫϑϩʔ֓ཁ w "VSPSBͷςʔϒϧΛ֎෦%8)ʹҠૹ͢Δ&NCVMLͷॲཧ͕ϝΠϯ
    w ෳ਺ςʔϒϧͷσʔλΛҠૹ͍ͨ͠ͷͰෳ਺ͷ&NCVMLͷॲཧΛಈ͔͍ͨ͠
    w ೔࣍ॲཧͳͷͰಛఆͷ࣌ؒʹىಈ͍ͨ͠
    w ςʔϒϧαΠζʹΑΓσʔλྔ΍ॲཧ࣌ؒ ඞཁͳϦιʔε ͸ϚνϚν
    w ϫʔΫϑϩʔ͕͚ͨ͜ࡍʹ͸ؾͮ͘ඞཁ͕͋ΔͷͰ௨஌͍ͨ͠
    
40. ͔͜͜Β4UFQ
    'VODUJPTͷ࣮ྫަ͑ͯ঺հ
41. "VSPSBͷςʔϒϧΛ֎෦%8)ʹҠૹ͢Δ&NCVMLͷ4UBUFT w &NCVMLͷॲཧͱ'BSHBUFλεΫΛ
    w 5ZQF
    5BTL
    w 3FTPVSDF
    TZODͰऴྃ଴ͪ
    w 1BSBNFUFSTͰ'BSHFUFͷఆٛ
    w 1BSBNFUFST5BTL%FGJOJUJPO͸ڞ௨
    w ڞ௨ͷ%PDLFSΠϝʔδΛ࢖͍ͬͯΔͷ Ͱɺ$POUBJOFS0WFSSJEFTΛ࢖͍$.%۟Λ ্ॻ͖͢Δ͜ͱͰ&NCVMLͷ࣮ߦॲཧΛ෼ ͚͍ͯΔ
42. ෳ਺ςʔϒϧͷσʔλΛҠૹ͍ͨ͠ͷͰಉ͡Α͏ͳॲཧΛෳ਺ಈ͔͍ͨ͠ ࠩ෼͸TaskDefinitionͱCommandͷΈ
43. ෳ਺ςʔϒϧͷσʔλΛҠૹ͍ͨ͠ͷͰಉ͡Α͏ͳॲཧΛෳ਺ಈ͔͍ͨ͠ w 1BSBMMFMΛར༻͠ฒྻ࣮ߦ
    w ҰͭͰ΋ࣦഊͨ͠Β$BUDIͯ͠ɺ௨ ஌༻ͷ4UBUFTʹભҠ
    w #SBODIFTͰฒྻ࣮ߦ͢Δ4UBUFTΛͦ ΕͧΕఆٛ͢Δ
    w .BQΛ࢖͍ೖྗ஋ͱͯ͠ςʔϒϧ໊Λ౉͢ύλʔ ϯ΋ݕূ͕ͨ͠ɺෳࡶ౓͕૿͢ͷͰࠓճ͸۪௚ʹ ॲཧ਺෼Λ1BSBMMFMͰఆٛ͢Δܗʹͨ͠
    
44. 4UBUF
    .BDIJOFΛϏδϡΞϥΠζ͢Δͱ͜Μͳײ͡ʹ άϥϑΠϯεϖΫλʔ
45. ॲཧʹΑͬͯίϯϐϡʔτϦιʔεΛมߋ͍ͨ͠ w &NCVML͸&$4λεΫͱͯ͠'BSHBUFͰಈ͔͍ͯ͠Δ
    w &$4ͷ৔߹λεΫఆٛͰ$16
    .FNϦιʔεΛఆٛ͢Δ
    w ಉ͡λεΫఆٛΛ࢖͑͹ɺಉ͡ίϯϐϡʔτϦιʔε͕෇༩͞ΕΔ
    w ର৅ςʔϒϧʹΑͬͯ͸σʔλྔ΍ͦΕʹ෇ਵ͢Δॲཧ࣌ؒ͸ϚνϚν
    w ΑΓେ͖ͳςʔϒϧʹ͸େ͖ͳίϯϐϡʔτϦιʔεΛ࢖͍͍ͨ
    w &$4λεΫఆٛΛԿύλʔϯ͔༻ҙͯ͠ɺσʔλͷछྨʹΑͬͯ࢖͍෼͚Δߏ੒ʹ
46. 4UBUFTͷ5BTL%FGJOJUJPOͰίϯϐϡʔτϦιʔεΛ෼͚Δ dev-standard: 2vCPU, Mem 4G dev-large: 4vCPU, Mem 8G
47. ϦτϥΠͷࢦఆ w &SSPS&RVBMT
    ର৅ͱͳΔΤϥʔ໊
    w *OUFSWBM4FDPOET
    ࠶ࢼߦ·ͰͷΠϯ λʔόϧ
    w #BDLPGG3BUF
    ࠶ࢼߦ࣌ͷ૿Ճ͢Δ ৐਺
    w .BY"UUFNQUT
    ࠷େϦτϥΠ਺
    w ͜ͷઃఆͩͱɺ
    ඵɺඵɺඵ
    
48. Τϥʔॲཧ w &SSPS&RVBMT
    ର৅ͱͳΔΤϥʔ໊
    w /FYU
    ભҠઌͷ4UBUFTΛࢦఆ
    
49. Τϥʔ࣌ͷ௨஌ w ௨஌ॲཧΛߦ͏-BNCEBΛ5BTLͱ͠ ࣮ͯߦ
    w /FYU4UFQͰɺ'BJM
    4UBUFTʹભҠ
    w ͜Ε͠ͳ͍ͱ4UFQ
    'VODUJPOTࣗମͷ݁Ռ ͕5BTLͷ࣮ߦ੒ޭͰऴΘΓ4VDDFTTʹͳ ΔͷͰ஫ҙʂʂ
50. Τϥʔ͕ى͖ͨ࣌ʹͲͷΑ͏ʹ੾Γ෼͚͍ͯ͠Δ͔ w TMBDLͷ௨஌Ͱݕ஌
    w TMBDLͷϦϯΫ͔Β4UFQ
    'VODUJPOTͷ ࣮ߦঢ়ଶΛݟʹߦ͘
    w ͜ͷྫͩͱάϨʔͷ෦෼͕͏·࣮͘ ߦग़དྷͳ͔ͬͨ͜ͱ͕൑໌
51. 4UBUFTͷ࣮ߦཤྺͷৄࡉΛݟΔ͜ͱ΋ग़དྷΔ
52. 4UBUF
    .BDIJOFΛ&WFOU#SJEHFܦ༝Ͱεέδϡʔϧ࣮ߦ
53. 4UFQ'VDUJPOTͷ։ൃεςʔδϯά؀ڥΛͲ͜·Ͱ༻ҙ͢Δ΂͖͔ w ௨ৗͷ։ൃͱಉ͘͡ຊ൪εςʔδϯά؀ڥ͕͋Δ͜ͱ͕ཧ૝Ͱ͸͋Δ
    w ͔͠͠ɺ
    w &5-ج൫ͩͱͦͦ͜͜ॏ͍ॲཧͳͷͰຖ೔࢖Θͳ͍σʔλΛ࡞Δͷ͸අ༻໘Ͱແବ
    w ࢖Θͳ͍ҙຯͷͳ͍ϫʔΫϑϩʔຖ೔ಈ͔͢΂͖͔
    w ͨͩɺ։ൃϑϩʔͷதͰ4UFQ
    'VODUJPOTͷಈ࡞֬ೝͱͯ͠ຊ൪ద༻લͷεςʔδϯά͸ඞਢ
    w ݁ՌɺεέδϡʔϧΛແޮԽͯ͠։ൃ࣌ʹखಈͰ4UFQ
    'VODUJPOTΛ࣮ߦͯ͠ಈ࡞֬ೝ͢Δܗʹ
    w &5-΍σʔλج൫ϫʔΫϑϩʔͷεςʔδϯάΛͲ͏؅ཧ͢Δ΂͖ͳͷ͔ ͸·ͩਖ਼ղΛݟ͚ͭΒΕ͍ͯͳ͍ͷ͕ਖ਼௚ͳͱ͜ΖͳͷͰ΍Γͳ͕Βਖ਼ղΛ ݟ͚͍͖͍ͭͯͨ
54. © 2021, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS SAMΛ࢖ͬͨ ϫʔΫϑϩʔͷίʔυ؅ཧ
55. "84
    4".ͱ͸Կ͔ w "84
    4FSWFSMFTT
    "QQMJDBUJPO
    .PEFMͷུশ
    w αʔόϨεΞϓϦέʔγϣϯߏங༻ͷϑϨʔϜϫʔΫ
    w "84
    $MPVE'PSNBUJPO $'O ΑΓ؆୯ͳهड़͕ग़དྷΔͷ͕ಛ௃
    w σϓϩΠ࣌ʹ͸ɺ$'Oʹม׵͞Ε࣮ͯߦ͞ΕΔ
    w 4".
    $-*ʹΑΔσϓϩΠ΍ϩʔΧϧ࣮ߦ͕ग़དྷΔ
    w ྫ͑͹ɺ-BNCEBΛϩʔΧϧ࣮ߦ͢ΔΑ͏ͳ͜ͱ͕Մೳ
56. "84
    4".ͷ؆ܿ͞ w ʮ
    "84
    #MBDL
    #FMU
    0OMJOF
    4FNJOBS
    "84
    4FSWFSMFTT
    "QQMJDBUJPO
    .PEFMʯɹ͔Βൈਮ
    https://www.slideshare.net/AmazonWebServicesJapan/20190814-aws-black-belt-online-seminar-aws-serverless-application-model-165314501
57. "84
    4".Ͱѻ͑Δ"84Ϧιʔε w 5ZQFʹࢦఆՄೳͳϦιʔεୡ
    w "844FSWFSMFTT4UBUF.BDIJOF
    
    ˞4UFQ
    'VODUJPOT
    w "844FSWFSMFTT'VODUJPO
    
    ˞MBNCEB
    w "844FSWFSMFTT"QJ
    ˞"1*
    (BUFXBZ
    w "844FSWFSMFTT4JNQMF5BCMF
    ˞%ZOBNP%#
    w ʜ
    IUUQTEPDTBXTBNB[PODPNKB@KQTFSWFSMFTTBQQMJDBUJPONPEFMMBUFTUEFWFMPQFSHVJEFTBNTQFDJGJDBUJPOSFTPVSDFTBOEQSPQFSUJFTIUNM
58. &5-ج൫Λ؅ཧ͢ΔϦϙδτϦͷߏ੒ FNCVML FNCVMLͷఆٛ
    
    cDPOG
    FNCVMLͷఆٛ ˒
    TBN "84
    4".ͷఆٛ
    
    cTUBUFNBDIJOF
    4UFQ
    'VODUJPOTͷ"4- ˒
    
    cGVODUJPOT
    -BNCEBͷίʔυ
    
    cFOW
    
    
    
    cEFW EFW؀ڥ༻ͷఆٛ
    
    
    
    
    
    cTBNDPOGJHUPNM
    4".σϓϩΠ࣌ͷઃఆ
    
    
    
    
    
    cUFNQMBUFZBNM
    4".ͷఆٛ
    ˞$MPVE'PSNBUJPOʹδΣωϨʔτ͞ΕΔ
    
    
    
    cQSE QSE؀ڥ༻ͷఆٛ
    
    
    
    
    
    cTBNDPOGJHUPNM
    4".σϓϩΠ࣌ͷઃఆ
    
    
    
    
    
    cUFNQMBUFZBNM
    4".ͷఆٛ
    ˞$MPVE'PSNBUJPOʹδΣωϨʔτ͞ΕΔ
    
59. &NCVMLҎ֎ͷϫʔΫϑϩʔؔ࿈͸શͯ"84
    4".Ͱ؅ཧ FNCVML FNCVMLͷఆٛ
    
    cDPOG
    FNCVMLͷఆٛ ˒
    TBN "84
    4".ͷఆٛ
    
    cTUBUFNBDIJOF
    4UFQ
    'VODUJPOTͷ"4- ˒
    
    cGVODUJPOT
    -BNCEBͷίʔυ
    
    cFOW
    
    
    
    cEFW EFW؀ڥ༻ͷఆٛ
    
    
    
    
    
    cTBNDPOGJHUPNM
    4".σϓϩΠ࣌ͷઃఆ
    
    
    
    
    
    cUFNQMBUFZBNM
    4".ͷఆٛ
    ˞$MPVE'PSNBUJPOʹδΣωϨʔτ͞ΕΔ
    
    
    
    cQSE QSE؀ڥ༻ͷఆٛ
    
    
    
    
    
    cTBNDPOGJHUPNM
    4".σϓϩΠ࣌ͷઃఆ
    
    
    
    
    
    cUFNQMBUFZBNM
    4".ͷఆٛ
    ˞$MPVE'PSNBUJPOʹδΣωϨʔτ͞ΕΔ
    
60. ͔͜͜Β"84
    4".ͷઃఆϑΝΠϧΛ࣮ྫަ͑ͯ঺հ
61. TBNDPOGJHUPNM w ϓϩδΣΫτϨϕϧͷઃఆϑΝΠϧ
    w खಈͰ΋࡞ΕΔ͕ɺTBN
    EFQMPZ
    H
    Ͱ࡞ Δͷָ͕
    w $'OͷελοΫ໊΍ࣗಈੜ੒͞ΕΔTό έοτ͕هࡌ͞ΕΔͷͰίʔυ؅ཧ͢Δ
62. UFNQMBUFZBNMͷϨΠΞ΢τ w 5SBOTGPSNηΫγϣϯͰ$'Oʹม׵͢Δ ϚΫϩΛએݴ
    w $'OʹΑͬͯϗετ͞ΕΔϚΫϩͰɺ"84
    4".
    ߏจͰهड़͞ΕͨςϯϓϨʔτશମΛ ड͚औΓɺͦΕΛ४ڌͨ͠$'OςϯϓϨʔ τʹม׵͓Αͼ֦ு
    w 5ZQFΛ"844FSWFMFTTʹ͠ͳ͍৔߹͸ $'Oͷจ๏΋௚઀࢖͑Δ
    IUUQTEPDTBXTBNB[PODPNKB@KQ"84$MPVE'PSNBUJPO MBUFTU6TFS(VJEFUSBOTGPSNBXTTFSWFSMFTTIUNM
63. UFNQMBUFZBNMͷ4UFQ
    'VODUJPOTͷఆٛ w %FGJOJUJPO6SJ
    "4-ͷఆٛϑΝΠϧΛࢦ ఆ
    
    w UFNQMBUFZBNM಺Ͱ΋4UFQ
    'VODUJPOTͷఆٛ ͸ॻ͚Δ͕ɺޙड़ͷάϥϑΠϯεϖΫλʔ Λ։ൃ࣌ʹݟΔͨΊʹผϑΝΠϧͰ؅ཧ
    w %FGJOJUJPO4VCTUJUVUJPOT
    ม਺ఆٛ
    w &WFOUT
    &WFOU#SJEHFͷఆٛΛॻ͚Δͷ Ͱεέδϡʔϧ΋"84
    4".಺Ͱ؅ཧ
64. UFNQMBUFZBNMͷ-BNCEBͷఆٛ w $PEF6SJ
    -BNCEBͷίʔυ΋4".಺Ͱ؅ ཧ
    w &OWJSPONFOU
    ؀ڥม਺
    ˞ൿಗܥ͸,.4 Ͱ҉߸Խͨ͠΋ͷ
65. TUBUFNBDIJOF w "4-Ͱهड़͞ΕͨఆٛΛอ؅
    w 'BSHBUFؔ࿈ͷڞ௨෦෼͸ɺ UFNQMBUFZBNMͰม਺ఆ͍ٛͯ͠Δ
66. 7JTVBM
    4UVEJP
    $PEFͰάϥϑΠϯεϖΫλʔͷද͕ࣔग़དྷΔ w σϓϩΠ͠ͳͯ͘΋4UFQ
    'VODUJPOTͷ ϫʔΫϑϩʔ͕74$PEF্ͰݟΕΔ
    w ॲཧ͕ෳࡶʹͳΔ΄ͲखݩͰ֬ೝग़དྷ ΔͷͰḿΔ
    "84
    5PPMLJU
    GPS
    7JTVBM
    4UVEJP
    $PEF
    IUUQTEPDTBXTBNB[PODPNKB@KQUPPMLJUGPSWTDPEFMBUFTU VTFSHVJEFCVJMEJOHTUFQGVODUJPOTIUNMCVJMEJOHTUFQGVODUJPOT WJTVBMJ[BUJPOT
67. &5-ॲཧΛ௥Ճ͢Δͱ͖͸Օॴͷमਖ਼ͰࡁΉΑ͏ʹ͍ͯ͠Δ FNCVML FNCVMLͷఆٛ
    
    cDPOG
    FNCVMLͷఆٛ ˒
    TBN "84
    4".ͷఆٛ
    
    cTUBUFNBDIJOF
    4UFQ
    'VODUJPOTͷ"4- ˒
    
    cGVODUJPOT
    -BNCEBͷίʔυ
    
    cFOW
    
    
    
    cEFW EFW؀ڥ༻ͷఆٛ
    
    
    
    
    
    cTBNDPOGJHUPNM
    4".σϓϩΠ࣌ͷઃఆ
    
    
    
    
    
    cUFNQMBUFZBNM
    4".ͷఆٛ
    ˞$MPVE'PSNBUJPOʹδΣωϨʔτ͞ΕΔ
    
    
    
    cQSE QSE؀ڥ༻ͷఆٛ
    
    
    
    
    
    cTBNDPOGJHUPNM
    4".σϓϩΠ࣌ͷઃఆ
    
    
    
    
    
    cUFNQMBUFZBNM
    4".ͷఆٛ
    ˞$MPVE'PSNBUJPOʹδΣωϨʔτ͞ΕΔ
    
68. $*$%͸$PEF#VJMEΛར༻ w (JU)VCͷUBH
    QVTI͕τϦΨͱͳΓσϓ ϩΠ͕૸Δ
    w $PEF#VJMEͰ&5-؀ڥΛࣗಈߋ৽
    w &NCVMLͷ%PDLFSϏϧυ
    w &$3΁ͷ%PDLFSΠϝʔδͷQVTI
    w "84
    4".ͷఆٛߋ৽
69. ·ͱΊ w ग़དྷΔ͚ͩӡ༻ίετΛ௿͘͢Δͱ͍͏؍఺Ͱ૊Μͩ&5-ج൫ʹ͍ͭͯ঺ հ͠·ͨ͠
    w &5-ج൫ͱฉ͘ͱӡ༻΋ؚΊͯେมͱ͍͏Πϝʔδ͕͋Δ͕ɺ"84Λ׆༻ ͢Δ͜ͱͰൺֱత௿ӡ༻ίετͰ૊Ή͜ͱ΋ग़དྷ·͢
    w &NCVMLΛ'BSHBUFͰαʔόϨε ૄ ʹಈ͔͠
    w 4UFQ
    'VODUJPOTΛ࢖͏͜ͱͰৗறϓϩηεͳ͠ʹϫʔΫϑϩʔΛ࡞Γ
    w "84
    4".Λ࢖͏͜ͱͰγϯϓϧͳهड़ͰαʔόϨεϦιʔεΛ؅ཧ
70. ·ͱΊ w ग़དྷΔ͚ͩӡ༻ίετΛ௿͘͢Δͱ͍͏؍఺Ͱ૊Μͩ&5-ج൫ʹ͍ͭͯ঺ հ͠·ͨ͠
    w &5-ج൫ͱฉ͘ͱӡ༻΋ؚΊͯେมͱ͍͏Πϝʔδ͕͋Δ͕ɺ"84Λ׆༻ ͢Δ͜ͱͰൺֱత௿ӡ༻ίετͰ૊Ή͜ͱ΋ग़དྷΔ
    w &NCVMLΛ'BSHBUFͰαʔόϨε ૄ ʹಈ͔͠
    w 4UFQ
    'VODUJPOTΛ࢖͏͜ͱͰৗறϓϩηεͳ͠ʹϫʔΫϑϩʔΛ࡞Γ
    w "84
    4".Λ࢖͏͜ͱͰγϯϓϧͳهड़ͰαʔόϨεϦιʔεΛ؅ཧ ࠓճͷߏ੒͕ਖ਼ղͱ͍͏Θ͚Ͱ͸ܾͯ͠ͳ͍ɻ AWSͷਐԽʹ௥͍͖ͭͳ͕Β෢ثΛ૿΍͠ ՝୊ʹԠͯ͡ద੾ͳબ୒Λͯ͠ɺ ࣮૷͍ͯ͘͠ྗ͕͜Ε͔ΒΑΓେࣄʹͳͬͯ͘Δͱࢥ͏ɻ
71. ίωώτͰ͸σʔλΤϯδχΞΛੵۃ࠾༻தͰ͢ʂ
    ڵຯ͕͋Δํɺσʔλج൫ʹ͍ͭͯޠΓ͍ͨͱ͍͏ํ
    8BOUFEMZ΋͘͠͸
    !TIOBHBJ
    ΁ͷ%.Ͱ͓ؾܰʹ͝࿈བྷ͍ͩ͘͞
    ˞IUUQTXXXXBOUFEMZDPNQSPKFDUT
72. Thank you! © 2021, Amazon Web Services, Inc. or its affiliates. All rights reserved. ίωώτגࣜձࣾ ӬҪউҰ࿠(shnagai)