サーバーレスでデータ連携する際にハマったところ / ninno-techfest-20211022-lt

2021/10/22 (金) NINNO Tech Fest #2 の LT で発表した資料

Transcript

1. αʔόʔϨεͰσʔλ࿈ܞ͢Δࡍʹ
   ϋϚͬͨͱ͜Ζ ּݪ
   ޺ 
   /*//0
   5FDI
   'FTU
   
2. ຊ೔͓࿩͢͠Δ͜ͱ  wαʔόʔϨεͰσʔλ࿈ܞج൫Λߏஙͨ͠ࡍɺϋϚͬͨͱ͜Ζ͕৭ʑ ͋ͬͨͷͰɺ؆୯ʹ͓࿩͠͠·͢ɻ
   w"84Ͱߏங͍ͯ͠·͢ɻ"84͋·ΓΘ͔Βͳ͍ํ͸ɺ಺༰ࠐΈೖͬͯ ΔͷͰ೉͍͔͠΋͠Ε·ͤΜɻ
   w-5ͳͷʹϖʔδ΋࡞ͬͨͷͰɺۦ͚଍ͰਐΈ·͢ɻ
3. ࣗݾ঺հ  w ּݪ
   ޺
   w Ϋϥεϝιουגࣜձࣾ
   σʔλΞφϦςΟΫεࣄۀຊ෦
   w ৽ׁݝ৽ׁࢢࡏॅ
   w ޷͖ͳ"84αʔϏε
   4ɺ-BNCEBɺ4BHF.BLFS
   w +"846(৽ׁࢧ෦ʗ1ZUIPOػցֶशษڧձJO৽ׁʗ +B445৽ׁʗ48"/**ʗFUD @kasacchiful @kasacchiful
4. 
   ೔
   
   ։࢝
   w IUUQTQZNMOJJHBUBDPOOQBTTDPNFWFOU 1ZUIPOػցֶशษڧձ
   JO
   ৽ׁ
    
5. w IUUQTKBXTVHOJJHBUBDPOOQBTTDPN +"846(
   /JJHBUB 
6. +"84
   1"/,3"5*0/
     
   ౔
   
   ʙ
   
   ೔
   
   ͷ
   ࣌ؒΠϕϯτ
   w IUUQTKBXTQBOLSBUJPOKBXTVHKQ
7. ຊ୊  αʔόʔϨεͷσʔλج൫
8. ྫ͑͹͜Μͳ΍ͭ  σʔλ෼ੳʹ͓͚Δ֤छ"84αʔϏε
9. ྫ͑͹͜Μͳ΍ͭ  4ʹσʔλೖΕͯɺ-BNCEBͰՃ޻ɺ݁ՌΛ4ʹ͓͘ɻ
10. ྫ͑͹͜Μͳ΍ͭ  4ʹՃ޻ࡁσʔλ͓͍ͨΒɺ͋ͱ͸෼ੳʹͲ͏ͧɻ
11. ࠓճ͸͜Μͳײ͡ͷ΍ͭ  4UFQ
    'VODUJPOTͷεςʔτϚγϯͰ-BNCEBͷϫʔΫϑϩʔΛ੍ޚͯ͠ɺσʔλ ΛՃ޻
    w ೔ճεέδϡʔϧ࣮ߦ
12. 4UFQ
    'VODUJPOTͷεςʔτϚγϯͰ-BNCEBͷϫʔΫϑϩʔΛ੍ޚͯ͠ɺσʔλ ΛՃ޻
    w ೔ճεέδϡʔϧ࣮ߦ ࠓճ͸͜Μͳײ͡ͷ΍ͭ  σʔλൃੜݩ͔ΒɺσʔλΛऔ ಘͯ͠4ʹอଘ ֤ϑΝΠϧຖʹɺ࠷௿ݶͷσʔ λՃ޻Λͯ͠ɺ4ʹอଘ 2VJDL4JHIU
    #*
    ༻ʹ
    ෳ਺ϑΝΠϧͷσʔλΛ·ͱΊ ͯద੾ʹ੔ܗ͢Δ
13. ͍Ζ͍ΖϋϚͬͨ  ϋϚͬͨ఺Λ4ͭ঺հ
14. ϋϚͬͨ఺
    ͦͷ  ಛఆͷσʔλϑΝΠϧଟ͗͢
15. ೰Έ
    ͋ΔಛఆͷσʔλϑΝΠϧ͚ͩҟৗʹଟ͍
    w ෼ؒͷσʔλ͕ϑΝΠϧʹ͋Δ
    w த਎͸ϛϦඵ୯ҐͷϨίʔυ
    w ಛఆͷॲཧ͚͕͔͔ͩ࣌ؒΔ 
    ಛఆͷσʔλϑΝΠϧଟ͗͢ 
16. 
    ಛఆͷσʔλϑΝΠϧଟ͗͢  ରॲ๏
    ͋ΔಛఆͷσʔλϑΝΠϧ͚ͩɺຖ࣌ॲཧʹมߋ
    w ݅਺ଟ͍σʔλ͸ɺ#*ʹग़ྗ͠ͳ͍߲໨ͩͬͨ
    w ೔࣍ॲཧ͔Β੾Γ཭ͯ͠ɺຖ࣌ॲཧʹมߋ
    w ೔࣍ॲཧͷϘτϧωοΫΛআ͍ͨ
17. ϋϚͬͨ఺
    ͦͷ  Athena ͷΫΥʔλ
18. ೰Έ
    "UIFOBͷΫΤϦಉ࣮࣌ߦ਺ͷΫΥʔλʹҾ͔͔ͬΔ
    w σʔλҠߦ࣌ʹɺ೔࣍ॲཧͷ࠷ޙͷ-BNCEBͰΤϥʔʹͳΔ
    w લஈͰॲཧͨ͠ෳ਺σʔλΛ"UIFOB࢖ͬͯ42-ΫΤϦͰऔಘ͢Δͱ͜ΖͰ্ݶʹҾ͔͔ͬΔ
    w -BNCEBؔ਺ͭʹ͖ͭɺɹstart-query-executionɹ"1*Λճίʔϧ
    w Ұ࣌తʹόʔετͰ্ݶ·Ͱ૿͑Δ͚ͲɺσʔλҠߦ࣌ʹ͸Ͱ಄ଧͪ
    w ্ݶ؇࿨ਃ੥͢Ε͹্ݶ͋͛ΒΕΔ 
    "UIFOBͷΫΥʔλ 
19. 
    "UIFOBͷΫΥʔλ  IUUQTEPDTBXTBNB[PODPNKB@KQTUFQGVODUJPOTMBUFTUEHMJNJUTPWFSWJFXIUNM
20. ରॲ๏
    4UFQ
    'VODUJPOT
    ͷ.BQεςʔτͷ࠷େಉ࣮࣌ߦ਺Λઃఆ
    w .BQεςʔτ
    ഑ྻ౉͢ͱɺಉ࣮࣌ߦͰ഑ྻཁૉΛॲཧ͢ΔΠϝʔδ
    ͷ࠷େಉ࣮࣌ߦ਺Λઃ ఆ͠ɺ"UIFOBͷ
    TUBSURVFSZFYFDVUJPO
    "1*ίʔϧΛ࠷େ·Ͱʹ͓͑͞Δ 
    "UIFOBͷΫΥʔλ 
21. .BQεςʔτʹ͍ͭͯ͸ɺҎԼͷهࣄΛࢀߟʹ 
    "UIFOBͷΫΥʔλ  IUUQTEFWDMBTTNFUIPEKQBSUJDMFTTUFQGVODUJPOTVQEBUFNBQTUBUF IUUQTEPDTBXTBNB[PODPNKB@KQTUFQGVODUJPOTMBUFTUEHBNB[POTUBUFTMBOHVBHFNBQTUBUFIUNM
22. ϋϚͬͨ఺
    ͦͷ  Step Functions ͷΫΥʔλ
23. ೰Έ
    4UFQ
    'VODUJPOTͷΠϕϯτཤྺ਺͕ΫΥʔλʹҾ͔͔ͬΔ
    w ͋Δಛఆͷ೔͚ͩɺຖ࣌ॲཧͷϑΝΠϧ਺͕ҟৗʹଟ͍
    w ࣌ؒܦͬͯҟৗऴྃɻ4UFQ
    'VODUJPOTͷΠϕϯτཤྺ਺ͷ্ݶ౸ୡ
     Πϕϯτ
    w ্ݶ؇࿨ෆՄͷ߲໨ 
    4UFQ
    'VODUJPOTͷΫΥʔλ  { "error": "States.Runtime", "cause": "The execution reached the maximum number of history events (25000)." }
24. 
    4UFQ
    'VODUJPOTͷΫΥʔλ  IUUQTEPDTBXTBNB[PODPNKB@KQTUFQGVODUJPOTMBUFTUEHMJNJUTPWFSWJFXIUNM
25. ରॲ๏
    4UFQ
    'VODUJPOT
    ͷεςʔτϚγϯΛೖΕࢠʹ
    w εςʔτϚγϯΛೖΕࢠʹ͢Δ͜ͱͰɺΠϕϯτཤྺ্ݶʹҾ͔͔ͬΒͳ͍Α͏ʹͨ͠
    w -BNCEBͷಉ࣮࣌ߦ਺͕͔ͳΓ૿͑ΔͷͰɺҎԼͷରԠΛ௥Ճ
    㾎 -BNCEBͷಉ࣮࣌ߦ਺ͷ্ݶ؇࿨ਃ੥
    㾎 4UFQ
    'VODUJPOTͷ.BQεςʔτͷ࠷େಉ࣮࣌ߦ਺Λઃఆ 
    4UFQ
    'VODUJPOTͷΫΥʔλ 
26. 
    4UFQ
    'VODUJPOTͷΫΥʔλ  มߋલ มߋޙ
27. 
    4UFQ
    'VODUJPOTͷΫΥʔλ  มߋલ มߋޙ
28. ϋϚͬͨ఺
    ͦͷ  Lambdaͷεέʔϧ͕௥͍͔ͭͳ͍
29. ೰Έ
    ճ͚ͩ-BNCEBͷ3BUF-JNJUΤϥʔʹૺ۰
    w ಉ࣮࣌ߦ਺ͷΤϥʔͷΑ͏͚ͩͲʜ
    w ͢Ͱʹಉ࣮࣌ߦ਺ͷ্ݶΛҾ্͖͍͛ͯΔ΋ͷͷɺ֤ؔ਺ͷϞχλϦϯάݟΔݶΓɺಉ࣮࣌ ߦ਺ʹ౸ୡ͍ͯ͠ͳ͍ 
    -BNCEBͷεέʔϧ͕௥͍͔ͭͳ͍  { "error": "Lambda.TooManyRequestsException", "cause": "Rate Exceeded. (Service: Lambda, Status Code: 429, Request ID: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx, Extended Request ID: null)" }
30. 
    -BNCEBͷεέʔϧ͕௥͍͔ͭͳ͍  IUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHJOWPDBUJPOTDBMJOHIUNM
31. ରॲ๏
    -BNCEBؔ਺ͷ3FUSZઃఆΛݟ௚͠
    w 4UFQ
    'VODUJPOT
    ͷ
    .BQεςʔτͷ࠷େಉ࣮࣌ߦ਺Λݟ௚͠
    w 4UFQ
    'VODUJPOT
    Ͱఆٛ͢Δ
    -BNCEB
    ͷ
    3FUSZ
    ઃఆΛݟ௚͠ 
    -BNCEBͷεέʔϧ͕௥͍͔ͭͳ͍ 
32. ରॲ๏
    -BNCEBؔ਺ͷ3FUSZઃఆΛݟ௚͠
    w 3FUSZ
    ͷִؒʹ͍ͭͯ͸ҎԼͷهࣄ͕ৄ͍͠ 
    -BNCEBͷεέʔϧ͕௥͍͔ͭͳ͍  $ node -e '((i,m,b)=>{for(let w=i,c=0;c<m;c++){console.log(w+=(c==0?0:b**c))}})(2,7,1.85)' 2 3.85 7.272500000000001 13.604125000000002 25.317631250000005 46.987617812500005 87.07709295312502 IUUQTEFWDMBTTNFUIPEKQBSUJDMFTXBJU@UJNF@BOE@QBSBNT@JO@TUFQ@GVODUJPO@SFUSZ
33. ରॲ๏
    -BNCEBؔ਺ͷ3FUSZ৚݅Λݟ௚͠
    w -BNCEB
    ͷ
    1SPWJTJPOFE
    $PODVSSFODZ
    ઃఆ͸ࠓճ࣮ࢪͯ͠ͳ͍ 
    -BNCEBͷεέʔϧ͕௥͍͔ͭͳ͍  IUUQTEFWDMBTTNFUIPEKQBSUJDMFTMBNCEBQSPWJTJPOFEDPODVSSFODZDPMETUBSU
34. ิ଍  σʔλͷՃ޻ʹ͸ AWS Glueͱ͍͏αʔϏε͋ΔΑʁ
35. (MVF࢖ΘͣʹɺΘ͟Θ͟4UFQ
    'VODUJPOT
    
    -BNCEBͰ૊Ήඞཁ͋Δͷ͔ʁ
    w 4UFQ
    'VODUJPOT
    
    -BNCEBͷ৔߹ɺΑ͘࢖ΘΕΔ։ൃϑϨʔϜϫʔΫ͕࢖͑ΔͷͰɺෳ਺ਓ Ͱͷ։ൃ͕͠΍͍͢ɻ
    㾎 ࠓճ͸
    4FSWFSMFTT
    'SBNFXPSL
    ࢖ͬͨɻ
    w σʔλϑΝΠϧ਺͕ଟͯ͘΋ɺσʔλ݅͋ͨΓͷ༰ྔ͕ͦ͜·Ͱେ͖͘ͳ͚Ε͹ɺ޻෉࣍ୈ Ͱ-BNCEBͰॲཧ͕Ͱ͖Δɻ
    w -BNCEBͰ͸৐Γ੾Εͳ͍σʔλ༰ྔΛѻ͏৔߹͸ɺ(MVF࢖ͬͨํ͕͍͍ɻ
    㾎 ࠷େϝϞϦׂ౰
    .#ɺ࠷େ࣮ߦ࣌ؒ
    ෼ɺ
    UNQ
    σΟϨΫτϦαΠζ
    .# σʔλͷՃ޻ͳΒ(MVF͕͋Δ 
36. ·ͱΊ  • αʔόʔϨεαʔϏεΛۦ࢖ͯ͠ɺσʔλ෼ੳج൫Λ ߏஙՄೳ • αʔόʔϨεͷΑ͋͘ΔΞʔΩςΫνϟύλʔϯΛ͏ ·͘࢖͍͜ͳ͠·͠ΐ͏