Dockerコンテナ for AWS && ShifterでDocker for AWSを使っている話

2017年3月15日に開催された『JAWS-UG KOBE 春のコンテナ祭り！』の発表です

Transcript

1. %PDLFS ίϯςφ
   GPS
   "84
   
   4IJGUFS
   $BTF
   
   %PDLFS
   GPS
   "84 %B
   !TBXBOPCPMZ
   )JHBO8PSLT
   --$ ΄͔ +"846(
   ,0#&
   य़ͷίϯςφࡇΓʂ
2. ͜ͷεϥΠυʹ͍ͭͯ w೥݄೔ʹ։࠵͞Εͨʰ+"846(
   ,0#&
   य़ͷίϯςφࡇΓʂʱͷൃදͰ͢
   wൃද͔࣌Βͷެ։޲͚ʹมߋͨ͠఺
   wҰ෦मਖ਼ɾ௥ه
   wΞδΣϯμͷܦҢ΍$.Λ࡟আ 
3. ຊ೔ͷ͓࿩
   WFS
    w"84
   Ͱ
   %PDLFS
   Λ͔ͭ͏ͳΒʁ
   wେࡶ೺Ͱ͕͢໢ཏతʹ
   w4IJGUFSͰ%PDLFS
   GPS
   "84Λ࢖͍ͬͯΔ࿩
   wͪ͜Β͸ཪଆͷ࿩Λ
   w όου ϊ΢ϋ΢ࠐΈͰޒ݄Ӎʹղઆ 
4. "84
   Ͱ
   %PDLFS
   Λ͔ͭ͏ͳΒʁ
5. είʔϓͳͲ w·ͣ"84͕༻ҙ͍ͯ͠Δ΋ͷ
   wͦΕҎ֎͸ɺͳΜΒ͔ͷΫϥελϚωʔδϟΛߏஙɾӡ ༻Ͱ͖Δ΋ͷ
   w4BB41BB4ͰɺόοΫΤϯυ͕"84Ͱ%PDLFSίϯςφ Ͱ͋ΔΑ͏ͳ΋ͷ͸আ֎͠·͢
   wຊηογϣϯதͷίϯςφΠϝʔδ
   ͳͲͷจݴ͸
 ΄΅%PDLFSίϯςφɺ%PDLFSΠϝʔδΛࢦ͠·͢ 
6. ࢀߟࢿྉʹ"84ൃද ΍΍Τϯϓϥత  IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFTJOUSPEVDUJPOUP DPOUBJOFSNBOBHFNFOUPOBXT
7. લఏ
   %PDLFSίϯςφ wҰൠతͳ7JSUVBM.BDIJOFͰ͸͋Γ·ͤΜ
   wΞϓϦέʔγϣϯ ϥΠϒϥϦΛݻΊͨҰͭͷ
 όΠφϦͷΑ͏ʹѻ͏΄͏͕޷·͍͠Ͱ͢
   w࢖͍ʹ͍͘ʜͱࢥͬͨΒ
   w
   ͦͷ༻్͸ʹ޲͍ͯ·ͤΜɺଞͷखஈΛߟ͑ Α͏ 
8. "84ͷػೳͰ%PDLFS "84
   Ͱ
   %PDLFS
   Λ͔ͭ͏ͳΒʁ
9. ͦ΋ͦ΋"84Ͱ%PDLFSΛ࢖͏ϝϦοτͬͯʁ wίϯςφδϣϒ͕ଞͷϦιʔεͱ࿈ܞ͠΍͍͢
   wͦͷ͘Β͍ɻ%PDLFSࢹ఺Ͱ"84ͳΒͰ͸ʂ͸ ಛʹͳ͍
   wͭ͘ΔαʔϏεͷ಺༰Ͱ൑அ͠·͠ΐ͏ 
10. %PDLFS.BDIJOF
    ΍΍൪֎ w&$ΠϯελϯεͳͲʹ%PDLFSσʔϞϯΛೖΕ ͯɺखݩͰ؅ཧ͢Δ
    ΫϥΠΞϯτೝূ͖ͭ
    w%PDLFS஌Βͳ͍͚Ͳདྷͨɺͱ͔ͷਓ͸
 ͔͜͜Β΍͍ͬͯͩ͘͞
    wΘΓͱࣗ༝౓͸ߴ͍  Amazon EC2 ˞ਤ͸%PDLFSެࣜΑΓ
11. "NB[PO
    &$
    $POUBJOFS
    4FSWJDF &$4 w&$Ϋϥελ܈ͱɺઃఆͨ͠ϧʔϧʹج͍ͮͨί ϯςφͷ഑ஔΛ؅ཧ͢ΔαʔϏε
    wλεΫαʔϏεͷཧղ͕Ͱ͖Ε͹ɺΘΓͱૉ௚ ʹѻ͑Δ
    wΧελϚΠζʹ͸ઐ༻ͷ஌ࣝͱࠜؾ͕ඞཁ
    wҎ߱"84ؔ܎Ͱ঺հ͢Δͷ͸͜Εͷϥού  Amazon ECS
12. &MBTUJD
    #FBOTUBML PO
    &$4 wϚϧνίϯςφΛϓϥοτϑΥʔϜʹબ୒͢Δ ͱɺ&$4ͷϥούʔͱͯ͠ಈ࡞͠·͢
    w&$4Λཧղ͠ͳͯ͘΋Α͍ͷͰɺΠϝʔδʴ؀ ڥม਺Ͱ؅ཧՄೳͳن໛ͳΒͬͪ͜Ͱ΋0,
    w04ͷΧελϚΠζ͸&$4ΑΓগָ͠ʁ  AWS Elastic Beanstalk
13. "84
    #BUDI
    ࣮ߦ؀ڥ͸&$4 wҰൠతʹ࿈૝͢Δόονͱ͸ͪΐͬͱҧ͏
    w༻ҙͨ͠ΠϝʔδΛΩϡʔΠϯάͰ࣮ߦ͢Δαʔ ϏεͰ͢
    w͜Ε͸&MBTUJD
    %PDLFS
    3VO·ͨ͸ΰπ͍-BNCEB ͩͱࢥͬͯ࢖͑͹ྑ͍ͱࢥ͍·͢
    wͱʹ͔͘ΠϝʔδΛ࡞ΓࠐΉ  AWS Batch
14. #MPY w"84͕ެ։͍ͯ͠Δ0QFO
    4PVSDFͷΫϥελ Ϛωʔδϟ
    ͜Ε΋݁ہ&$4͕ϕʔε
    w·ͩ࢝Ίͨ͹͔ΓͰɺίϯϙʔωϯτ΋࠷௿ݶ
    wϦϑΝϨϯεͳײ͡ɺࢀՃ͢ΔͳΒΑ͍͔΋ 
15. Ϋϥελ؅ཧαʔϏεͷ
    "84޲͚ϓϩμΫτ "84
    Ͱ
    %PDLFS
    Λ͔ͭ͏ͳΒʁ
16. Ұཡ
    ৄࡉ͸ׂѪ͠·͢ w$PSF04ͷLVCFBXT
    ,VCFSOFUFT LT
    w.FTPTQIFSFͷ%$04
    "QBDIF
    .FTPT
    .BSBUIPO
    w%PDLFSࣾͷ
    %PDLFS
    %BUBDFOUFS
    w%PDLFSࣾͷ
    %PDLFS
    GPS
    "84 
17. ڞ௨ͯ͠ΈΒΕΔಛ௃  w$-*΍$MPVE'PSNBUJPOςϯϓϨʔτʹΑΓɺߏ ங͠΍͍͢
    wϗετͷ"VUP4DBMFʹ͸େ఍ରԠ͍ͯ͠Δ
    wϩʔυόϥϯγϯά͸&-#
    wଞͷΫϥ΢υαʔϏεͰ͸΋͏ͪΐ͍࢖͍উख ͕ྑ͍΋ͷ͕͋ΔͷͰɺ࣮͸ͪΐͬͱ͠ΜͲ͍ 
18. ڞ௨ͯ͠ΈΒΕΔಛ௃  wΫϥελͷ(6*
    wઐ༻ͷΞϓϦέʔγϣϯηοτͷΑ͏ͳ΋ͷ
    wಛʹ%$04͸ͳΜ͔ੌ͍ɺந৅౓΋ͪΐͬͱߴ͍
    w͍͍ͩͨৗ࣌ӡ༻͢ΔࣗࣾαʔϏεʹؔͯ͠͸ɺ໰୊͕ͳ ͍ϨϕϧͰ࢖͑Δ
 ˞͜͜%PDLFS
    GPS
    "84͸আ͘
    w%PDLFS͚ͩͰͳ͘SLUʹରԠ͍ͯͨ͠Γ͢Δ 
19. ͦ΋ͦ΋"84Ͱ%PDLFSΛ࢖͏ϝϦοτͬͯʁ ࠶ wίϯςφδϣϒ͕ଞͷϦιʔεͱ࿈ܞ͠΍͍͢
    wͦͷ͘Β͍ɻ%PDLFSࢹ఺Ͱ"84ͳΒͰ͸ʂ͸ಛ ʹͳ͍
    wͭ͘ΔαʔϏεͷ಺༰Ͱ൑அ͠·͠ΐ͏
    wʢ/FXʣ"84Ͱ΍ΔͳΒɺͳΔ΂͘&$4Ͱؤு Δͷ͕͍͍ؾ͕͠·͢ 
20. "84
    Ͱ
    %PDLFS
    Λ͔ͭ͏ͳΒʁ ͸͜͜·Ͱ
21. 4IJGUFSͰ%PDLFS
    GPS
    "84Λ ࢖͍ͬͯΔ࿩
22. IUUQTHFUTIJGUFSJP 
23. 4IJGUFS঺հ w8PSE1SFTTΛ੩తαΠτʹม׵͠·͢
    w੩తαΠτΛͦͷ··഑৴͢Δ͔ɺΑͦʹσϓ ϩΠΛબ୒
    w ݩωλͱͳΔฤूՄͷ8PSE1SFTTΛఏڙ
    w ฤू࣌Ҏ֎͸ఀࢭঢ়ଶͰ͢ 
24. ඞཁͩͬͨΠϯϑϥ w࢖͍΍͍͢ӬଓετϨʔδ
 
    "NB[PO
    &MBTUJD
    'JMF
    4ZTUFN &'4 
 
    4
    wඞཁͳ͚࣌ͩىಈ͢Δϓϩηε
    w8PSE1SFTT༻ɺϑΝΠϧҠಈͱ͔σϓϩΠ༻
 
    %PDLFS
    
    %PDLFS
    GPS
    "84 
25. %PDLFS
    GPS
    "84 ౰࣌͸#FUB ࠾༻ wγϯϓϧͳ%PDLFS
    4XBSN
    
    աෆ଍ͷͳ͍"1*
    w؀ڥ্ʹӬଓԽ͢ΔαʔϏε͸ͳ͍ͷͰɺ҆ఆੑΛେ ໨ʹΈΕΔ
    wϊʔυϥϕϧͰ࠷௿ݶͷ໾ׂ෼୲͕Մೳ
    w%PDLFS͸ߋ৽͕ૣ͘ɺ%B͸ଞΑΓ௥͍͔͚΍͍͢
    w%PDLFSαʔϏεϙʔτͱ&-#ͱͷࣗಈ࿈ܞ
    w؀ڥΛؙ͝ͱࣺͯ΍͍͢ʂ 
26. 4IJGUFSͷαʔϏελΠϓʹΑΔ੍໿ wϢʔβͷίϯςϯπΛஔ͘͠ɺૢ࡞Մೳ
    w͜Εͳ͔ͳ͔ͷϦεΫ
    wίϯςφىಈͬ͠ͺͳ͠͸Ϧιʔεރׇͪ͠Ό͏
    w$*αʔϏεͷΑ͏ʹɺ੍࣌ؒݶΛઃ͚Δඞཁ͕͋Δ
 
    ͜ͷػೳ͸ݱঢ়ɺ֤छΫϥελϚωʔδϟʹ΋ ͳ͍ 
27. ؀ڥΛࣺͯ΍͍͢ɺʹ͍ͭͯ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
28. %PDLFS
    GPS
    "84 Ϣʔβͷ࣮σʔλ Amazon EFS Amazon S3 ఏڙػೳͷݩσʔλ ECR registry AWS CodeCommit ͜Ε͕গʑͿͬյΕͯ΋
    ؙ͝ͱͭ͘Γͳ͓ͤ͹Α͍ Amazon CloudWatch
29. 8PSE1SFTTͷ%PDLFSΠϝʔδ w%PDLFS
    -JCSBSZ %PDLFSࣾ؅ཧɾ഑෍ ͷ
 QIQ  BQBDIF͕ϕʔε
    wϏϧυεςοϓ͸ίϯϙʔωϯτ͝ͱʹ४උ͢ΔεΫϦ ϓτΛ࣮ߦɺͦͷதͰ૟আ
    wFOUSZ͸؀ڥม਺Ͱ৭ʑ෼ذ͢ΔεΫϦϓτ ߦ͘Β ͍ ΛܦͯɺAFYFD
    TVQFSWJTPSEA
    wIUUQEىಈ࣌ʹ؀ڥม਺Λେྔʹ6/4&5  4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
30. ͦͷଞͷ%PDLFSΠϝʔδ wBMQJOF
    MJOVY͕ϕʔεͷҰਓҰܳ
    w&'4͔Β4ʹΞοϓ
    w4͔Β;*1࡞੒
    ͳͲ
    w࣮ߦͷ࠷ޙʹɺࣗ਎ͷ%PDLFSαʔϏεΛ࡟আ
    w˞Ϣʔβ͕ؔ༩͠ͳ͍ͷͰ"1*ΛݺͿݖݶΛ͚ͭͯ ͍Δ  4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
31. ϑϩϯτͱͷ࿈ܞ͸
    %PDLFS
    &OHJOF 3FNPUF
    "1*
    
    -BNCEB 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
32. %PDLFS
    "1*Λड͚෇͚Δ%PDLFSίϯςφ w%PDLFS
    4FSWJDFͷ"1*Λ࢖͏ͨΊɺ/HJOYͷϓ ϩΩγΛཱͯ·ͨ͠
    wৄࡉ͸  IUUQRJJUBDPNTBXBOPCPMZJUFNTCGDFEBB
33. %PDLFS
    "1*ͱؔ࿈ϦιʔεΛ$36%͢Δ-BNCEB wαʔϏεఆٛςϯϓϨʔτ KJOKBͰࣗ࡞ Λݩʹ %PDLFS
    4FSWJDFΛ؅ཧ͢Δɺେ͖Ίͷ-BNCEB
    wϨεϙϯε΍ΤϥʔΫϥεΛ࡞ͬͨΓ͍ͯ͠Δ
    w͜Ε୯඼ͰൃදͰ͖Δ͘Β͍ͳͷͰৄࡉ͸লུ  AWS Lambda AWS Lambda Amazon DynamoDB AWS STS
34. ϞχλϦϯά͸%BUB%PH 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
35. EPDLFSEEBHFOUMBUFTUBMQJOF w%PDLFSͷαʔϏεͱͯ͠ొ࿥
    w͜Ε΋ެ։هࣄ͕͋ΔͷͰৄࡉ͸ͪ͜Β  IUUQRJJUBDPNTBXBOPCPMZJUFNTEDEGDB
36. ͔͜͜ΒΧςΰϦ෼͚͕
    ͠ʹ͍͘ͷͰɺ
    %Bͷո͍͠఺খωλूͰ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩ ˞໌Β͔ͳෆ۩߹ʹؔͯ͠͸ϦϦʔεલʹରԠࡁΈͰ͢
37. &$Πϯελϯεϩʔϧ
    ࢖͑ͪΌ͏໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
38. &$
    NFUBEBUB
    "1* wΫϥ΢υαʔϏεͰ͸͋ͬͯ౰વ
    w%PDLFSίϯςφ͔ΒͰ΋ࢀর0,
    w"84ͷϦιʔεΛಁաతʹ࢖͑Δʂ
 
    4IJGUFSͰ͸࢖͑ͪΌࠔΔ  %PDLFS
    GPS
    "84 http://169.254.169.254/latest/meta-data/
39. ϒϩοΫͨ͠ wJQUBCMFTͷ13&3065*/(ͰӕΛڭ͑Δ
    w͜ͷهࣄͷΧελϚΠζྫΛࢀর  IUUQRJJUBDPNTBXBOPCPMZJUFNTEDEGDB
40. %PDLFS
    &OEQPJOU
    ؙݟ͑໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
41. %PDLFSૢ࡞Մೳ wίϯςφ͸಺෦ωοτϫʔΫʹܨ͕͍ͬͯΔ
    w*1ΞυϨε΋ΘΓͱਪଌՄɺ͔ͭೝূͳ͠
    wެࣜϑΥʔϥϜʹ*TTVF࡞੒
 5$1ϙʔτͷ-JTUFOΛఀࢭͯ͠΋େৎ෉ͳΑ ͏ʹ࢓૊ΈΛม͑ͯ΋Βͬͨ
    wجຊɺJQUBCMFTͰ͍͘Β͔ϒϩοΫͯ͋͠Δ 
42. ؅ཧίϯϙʔωϯτ
    ϒϥοΫϘοΫε໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
43. %BɺίΞͳ෦෼͕ඇެ։ w%PDLFS
    4XBSNʹໟΛੜ΍ͯ͠%Bͱͯ͠੒Γཱ ͍ͨͤͯΔίϯϙʔωϯτ
    wΫϥελͷࣗಈ+PJO-FBWF
    w&-#ͷϦεφʔ௥Ճ࡟আͳͲ
    w͜ΕΒ͸ΠϝʔδͰ഑෍ɺத਎΋όΠφϦ
    wιʔεެ։͠Ζͱ͍͏ཁ๬ίϝϯτ͕෇͍͍ͯΔ 
44. ϗετʹ௚઀ϩάΠϯͰ͖ͳ͍ w؅ཧ༻ͷ44)ϩάΠϯ͸ίϯςφ
    w".*͸ύϒϦοΫͳΜͰҰ޻෉͢Ε͹த਎Λ֬ ೝͨ͠ΓΧελϚΠζͨ͠Γ͸Մೳ  IUUQRJJUBDPNTBXBOPCPMZJUFNTEDEGDB
45. 5$1͔͠-JTUFOͰ͖ͳ͍໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
46. )551Λ͍͕ͨͨ͠Ίʹ wαʔόূ໌ॻʹ"$.Λ࢖͑ͳ͍ͷͰA AΛങ͏
    wΠϝʔδʹຒΊࠐΜͰ͍Δ
    w&-#ૢ࡞෦෼ͷιʔε͕ެ։͞ΕͨΒ·ͣͳΜ ͱ͔͍ͨ͠෦෼  4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
47. ඪ४Ͱ͸
    NPVOUOGT͕ͳ͔ͬͨ໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
48. &'4Λͦͷ··࢖͏ͷ͸ແཧͩͬͨ w&'4Ϛ΢ϯτ͸SE੡ϓϥάΠϯΛ࢖༻
    w৭ʑ৚͕݅͋ΔͷͰɺϢʔβ༻ͷϫʔΧʔϊʔ υʹ͸ΧελϜ".*Λ࡞੒ͯ͠4XBSNʹࢀՃ͞ ͍ͤͯ·͢
    w"VUP4DBMFͷͨΊɺඪ४ͷϫʔΧʔΛௐࠪͯ͠ ࢓૊ΈΛίϐʔ 
49. ઌ೔ͷ%Bߋ৽Ͱɺ&'4ରԠ͕ೖͬͨ w$MPVETUPS
    7PMVNF
    1MVHJOͱͯ͠௥Ճ
    wͰ͖Ε͹੾Γସ͍͑ͨ
    wͨͩɺ͜Ε΋ιʔε͕ͳ͍ͷ͕ͪΐͬͱωοΫ
    w৽نͰ%Bͯ͠ΈΔͿΜʹ͸͓͢͢ΊͰ͖Δ 
50. Ξοϓσʔτඇޓ׵໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
51. Ξοϓσʔτඇޓ׵໰୊ w4IJGUFS͸࠷ॳ%B
    #FUBͷ؀ڥͰ࡞੒
    ࠓ͸TUBCMF
    w#FUBͩͬͨͷͰɺඇޓ׵ͷվम͕͠ΐͬͪΎ͏
 
    $MPVE'PSNBUJPOͷࠩ෼ΛνΣοΫ͠ͳ͕Β΍ ΍৻ॏʹߋ৽
    w׳ΕΕ͹ฏؾɺ&$͸શ໓0,ͳͷͰ
    w4(ͷEFTDSJQUJPOจݴมߋ
    
    Ϧιʔε࠶࡞੒ͱ͔ࠔ ΔͷͰ஍ຯʹ௵͍ͯ͠Δ 
52. *OHSFTTωοτϫʔΫ
    ෆ҆ఆɾࠞઢ໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
53. ڞ௨ೝࣝɿ*OHSFTTෆ҆ఆ wϊʔυΛ·͙ͨ7-"/ͱͯ͠ػೳ͢Δ*OHSFTT
    wී௨ʹϓνϓν੾ΕΔ
    wϙʔτͷ௥Ճ࡟আ࣌ʹॏ͍ͨ
    w4IJGUFSͰ͸ίϯςφ͕࢖͍ࣺͯɺෆ҆ఆʹͳͬͨ Β؀ڥյͯ͠࠶࡞੒Ͱ͖ΔͷͰͳΜͱ͔ͳ͍ͬͯΔ
    wී௨ʹ·ͩΦεεϝͰ͖ͳ͍ 
54. ࠞઢ
    ໰୊ ࠞઢ
    wJOHSFTT
    /8ɺϢʔβ༻Ͱڞ௨ͷΛ࡞੒
    wͦͷ্ʹ8PSE1SFTTίϯςφͷϙʔτΛެ։
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    /8ΛαʔϏεͱ࿈ಈͯ͠࡞੒ɾ࡟আ͢ ΔΑ͏ʹͯ͠೉ΛಀΕͨ 
55. .Z42-
    PO
    &'4
    ΍ͬͺॏ͍ͨΘ໰୊ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
56. ͢·Μ&'4ʹ৐͚ͬͪ·ͬͨ wϙʔλϏϦςΟΛߟྀͯ͠ɺͻͱ·ͣσʔλ͸ શ෦&'4ʹஔ͘͜ͱʹ
    wී௨ͷن໛΍αΠτͷӬ୅ڙཆͰ࢖͏ͿΜʹ͸ ͦ͜·Ͱେ͖ͳ໰୊Ͱ͸ͳ͍
    wසൟʹߋ৽͢ΔαΠτ͸4IJGUFSҊ݅Ͱ΋ͳ͍Μ ͚ͩͲɺͦΕʹͯ͠΋ॏ͗͢Δ͜ͱ͕͋Δ 
57. ৐͚ͬͨ݁Ռ wಉ͡81͸ίϯςφҎ্ಉ࣌ʹՔಇͰ͖ͳ͍
 
    ฤूͱ੩తαΠτੜ੒͕ഉଞʹ
    wίϯςφىಈͷॲཧʹ͸͢͜͠޻෉Λ͕ͨ͠ɻɻɻ
    wྫ
    CBTIͷCBDLHSPVOE
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    wྫ
    VQHSBEFͷҰ࣌σΟϨΫτϦ͸&'4֎ʹ഑ஔ
    w.Z42-
    PO
    &'4ͷϨΠςϯγ͕શͯ΋͍ͬͯ͘ײ͡ 
58. վળʹΉ͚ͯ w3%4ͷΞϨΛ࢖͏Α͏ʹςετத
    wίϯςφY3%4͸௨ৗͷαʔϏεͰ͸ී௨
    wݖݶͱ͔౸ୡੑʹ͸஫ҙ
    wվमͰ͖ͨΒ௒ϚγʹͳΓͦ͏
    wϓϥϯͱ͔ͷݟ௚͠΋ߟྀ͍ͯͨ͠Γ 
59. &-#
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    GPS
    "84Λ࢖͍ͬͯΔ࿩
60. %Bͷ࢓༷ͱͷ݉Ͷ߹͍ wΫϥελʹରͯ͠ɺαʔϏεެ։ઐ༻ͷ&-#͸ ͭ
    w4IJGUFS͸ϥϯμϜϙʔτͰఏڙ
    w&-#ͷ-JTUFOFS͸্ݶɺ૿΍ͤͳ͍
    w࣮͸ಉ࣌ʹਓҎ্࢖͑ͳ͍ 
61. -JTUFO໰୊ͷվળʹ޲͚ͯ wOHY@NSVCZͳͲͰಈతͳϩʔυόϥϯαΛ
 ࣗ࡞
    wLVCFBXTʹม͑Δʁ
    wͪ͜Β͸&-#͕αʔϏε͝ͱʹ࡞੒͞ΕΔ
    w%Bެࣜʹཁ๬Λͩͨ͠ΒɺΞΠσΞ͸͋Δͱͷ ͜ͱ͕ͩɻɻ 
62. ͍͞͝ʹ 4IJGUFSͰ%PDLFS
    GPS
    "84Λ࢖͍ͬͯΔ࿩
63. ͜Μͳ4IJGUFS։ൃɺख఻ͬͯΈ͍ͨํ wؾܰʹ૬ஊͲ͏ͧ
    w΄͔ɺ࣭໰͕͋Δͱ͔Ͱ΋͜ͷ͋ͱ
 ݸผʹฉ͚·͢ 
64. ͓ΘΓ