マネーフォワードの子会社MF KESSAIが選択したアーキテクチャ

Rails Developers Meetup 2018

Transcript

1. 3BJMT
   %FWFMPQFST
   .FFUVQ
   
   ϚωʔϑΥϫʔυͷࢠձࣾ.'
   ,&44"*͕બ୒ ͨ͠ΞʔΩςΫνϟ !TIJOPGBSB
2. ·ͣ͸ࣗݾ঺հ
3. ·ͣ͸ࣗݾ঺հ ࣰݪ
   ༞و !TIJOPGBSB
   w (Pྺ೥
   
   "84ྺ೥
   
   ($1ྺ೥
   
   %PDLFSྺ೥
 3BJMT͝ΊΜͳ͍͞
   w &NBDT
   
   (PMBOE
   w ೥৽ଔͰ:BIPP+"1"/ʹೖࣾɺͦͷޙస৬Λ܁Γฦ͢
   w ೥݄Ϋϥ΢υίϯςφԽ೚ͤͯԼ͍͞ʂͱ.'ʹೖࣾ
 ͨ͠΋ͷͷɺؾ͚ͮ͹
   w ೥݄ʹ.'
   ,&44"*גࣜձࣾͷ্ཱͪ͛ʹࢀՃ
   w ͦͯ͠ݱࡏ$5043&ͱͳΔ
   
4. ࠓ೔࿩͢ࣄ w .'
   ,&44"*͍ͭͯ
   w ͜Ε͔Β͓࿩͢Δࣄͷେલఏ
   w .'
   ,&44"*ͷΞʔΩςΫνϟ
5. .'
   ,&44"*ͱ͸ .'
   ,&44"*ͱ͍͏ձࣾΛ͝ଘ஌Ͱ͠ΐ͏͔
6. .'
   ,&44"*ͱ͸ .POFZ
   'PSXBSE͸͝ଘ஌Ͱ͠ΐ͏͔
7. .'
   ,&44"*ͱ͸ w ݄೔ઃཱ
   w ϚωʔϑΥϫʔυͷࢠձࣾ
   w σʔλͷՄࢹԽʹΑΔʮۀ຿ޮ཰Խʯ͚ͩͰ ͸ͳ͘ɺʮࢿۚ܁ΓվળʯʹϑΥʔΧεͨ͠ ձࣾ
8. .'
   ,&44"*͸Ͳ͏͍͏αʔϏεͳͷ͔ ചΓख ങ͍ख ༩৴ௐࠪ ੥ٻॻൃߦ ೖۚ؅ཧ ಜଅɾ࠵ଅ ୅ۚճऩ ੥ٻۀ຿ϓϩηε ͜ͷϓϩηεͷ͢΂ͯΛ୅ߦ
9. .'
   ,&44"*͸Ͳ͏͍͏αʔϏεͳͷ͔ ؆୯ʹݴ͏ͱɺ੥ٻ୅ߦ
10. .'
    ,&44"*ͱ͸ ͜Ε͔Β͓࿩͢Δ͜ͱͷେલఏ
11. ͜Ε͔Β͓࿩͠ͳ͍ࣄ w 3BJMTͷ͓࿩͸ग़͖ͯ·ͤΜ
    w .POFZ
    'PSXBSE΍ɺ.'
    ,&44"*ͷ͓࿩΋Ͱ·ͤ Μ
12. ͜Ε͔Β͓࿩͢Δ͜ͱ w ࠓճ͸ʮ3BJMTʯͷձࣾͷࢠձࣾͱͯ͠஀ੜͨ͠ɺ .'
    ,&44"*͕ɺ͔̌ΒͲͷ༷ͳΞʔΩςΫνϟ બఆΛ͔ͨ͠Λ͓࿩͠·͢ɻ
    w ಺༰ͱͯ͠͸ਂ͘ΑΓ޿͘ͳͬͯ·͢ɻ
    w ৽نࣄۀɺ৽αʔϏεɺ·ͨ͸ࢠձ্ཱࣾͪ͛ ͷࡍʹ໾ཱͯΕΕ͹ͱࢥͬͯ·͢ɻ
13. .'
    ,&44"*ͷΞʔΩςΫνϟ
14. .'
    ,&44"*ͷΞʔΩςΫνϟ ։ൃશൠͷํ਑
    ݴޠͷબ୒
    ։ൃ؀ڥ
    (PΞϓϦέʔγϣϯ
 ͷ։ൃํ਑
    ΠϯϑϥετϥΫνϟ
    αʔϏε
    &YUFSOBM
    "1*
    *OUFSOBM
    "1*
    ͦͷଞαʔϏε
    ৘ใ؅ཧ
 $POpH4FDSFU
    ։ൃɾӡ༻ࢧԉπʔϧ
    ݱࡏͷνʔϜʹ͍ͭͯ
15. 
    ։ൃશମͷํ਑
16. ։ൃશମͷํ਑ w ഁյతͳมߋΛڪΕͳ͍
    w ඞཁ͕͋Ε͹%#ͷϦϑΝΫλͳͲ΋ੵۃతʹ
    w υϝΠϯ஌͕ࣝඞཁͳ৔ॴͷ։ൃʹूத͢Δ
    w 044΍֎෦αʔϏεΛੵۃతʹ࠾༻͢Δ
    w 'JSFCBTF
    "VUIFOUJDBUJPO
    w 4FOE
    (SJE
    w "1*
    (BUFXBZͱͯ͠,POH
    w NBJMDBUIFS
    
    NBJMUSBQ
17. 
    ݴޠͷબ୒
18. ݴޠͷબ୒ w 3BJMTΛ࢖͏ձࣾͷࢠձ͔ࣾͩΒ3BJMTͱ͍͏ܾΊ ํ͸΍ΊΔ
    w ݴޠʹٻΊΔࣄΛ໌֬ʹͯ͠ɺબ୒͢Δ
    w ݴޠ࢓༷ϨϕϧͰ๷͛Δόά͸๷͍͗ͨ
    w ݴޠϨϕϧͰॻ͖ํ͕͋Δఔ౓౷ҰͰ͖Δ
    w ͳʹΑΓࢠڙ͸਌ͱ͕ͪ͏ಓʹਐΈͨʜ SZ
    w ݁Ռ(PݴޠΛ࠾༻
19. 
    ։ൃ؀ڥ
20. ΤσΟλ w ࠷ॳͷࠒ͸WJN
    FNBDT
    WJTVBM
    TUVEJP
    DPEFͱͦ ΕͧΕ͕޷͖ͳΤσΟλ
    w (PMBOEʢ౰ॳ͸(PHMBOEʣ͕ແྉͰެ։͞Εͩ ͔ͯ͠Βɺ෩޲͖͕มΘͬͨ
    w ༗ྉʹͳ͚ͬͨͲ
 શһ(PMBOE
21. ։ൃ؀ڥ 3&"%.&΍8*,*ʹॻ͔Εͨ؀ڥߏஙʹखॱ͸ɺ࠷৽ͷखॱͰ ͸ͳͳ͘ͳΔࣄ͸Α͋͘Δ࿩
    ͦͷҝɺखॱॻ͸ͭ͘Βͣɺ୭Ͱ΋̍ίϚϯυͰαΫοͱ࡞ ΕΔΑ͏ʹ͍ͯ͠·͢ɻ .'
    ,&44"*ͷϚΠΫϩαʔϏεԽΛࢧ͑Δɺ%PDLFSΛϑϧ׆༻ͨ͠։ൃ؀ڥͷྺ࢙
    ʹৄࡉ ͕͋Γ·͢ɻ $ make up # ΋͘͠͸ $ make up-web
22. .'
    ,&44"*ͷΞʔΩςΫνϟ 
    (PΞϓϦέʔγϣϯͷ։ൃํ਑
23. ੩తղੳπʔϧ͸࠷ॳ͔Β ͋ͨΓ·͔͑΋͠Ε·ͤΜ͕ɺ࠷ॳ͔Β੩తղੳπʔ ϧΛಋೖ͓ͯ͘͜͠ͱͰɺ࠷௿ݶίʔυͷ඼࣭Λอ ͭࣄ͕ग़དྷΔ
    w ίϝϯτΛڧ੍
    w ϑΥʔϚοτΤϥʔ
    w ෆཁͳύοέʔδΛΠϯϙʔτ͍ͯ͠ͳ͍͔
    w ٯʹඞཁͳύοέʔδΛΠϯϙʔτ͍ͯ͠Δ͔
24. ϑϨʔϜϫʔΫ΍ϥΠϒϥϦͷબ୒ w (PݴޠͰ͸ɺඪ४ύοέʔδ͕े෼ἧͬͯΔ ҝɺϑϨʔϜϫʔΫΛ࢖Θͣγϯϓϧʹ
    w ඞཁʹԠͯ͡ɺύοέʔδΛબ୒֦ͯ͠ு
    w ྫ͑͹-PH͸6CFS͕։ൃͨ͠[BQΛ׆༻
    w γϯϓϧͳϨΠϠʔυΞʔΩςΫνϟ࠾༻
    w ඞཁʹԠͯ͡σβΠϯύλʔϯΛదԠ
    w %*΍4FSWFJDF
    -PDBUPS
    1BUUFSOಋೖ
25. ϨΠϠʔυΞʔΩςΫνϟ w ӈਤͷ༷ͳɺγϯϓϧͳϨΠ ϠʔυΞʔΩςΫνϟΛ࠾༻
    w %%%ϥΠΫͳ-BZFSFE
    "SDIJUFDUVSFΛઓज़తʹ࠾༻ ͯ͠·͕͢ɺ׬ᘳͳ%%%ઃܭ Λ͍ͯ͠Δ༁Ͱ͸͋Γ·ͤΜɻ ΞϓϦέʔγϣϯ υϝΠϯ ΠϯϑϥετϥΫνϟ ΤϯςΟςΟ
    ϦϙδτϦ
    FUDʜ
    
26. %* GVOD
    $POUSPMMFS
    \
    
    
    
    লུ
    
    4FSWJDF EC
    MPHHFS
    ^
    
    EC
    MPHHFSΠϯελϯΛ֎෦͔ Βड͚औΔ
    GVOD
    4FSWJDF
    
    
    EC
    EC%#
    
    
    
    M
    MPHHFS-PHHFS
    \
    ^ %FQFOEFODZ
    *OKFDUJPOͱݺ͹ΕΔ
    σβΠϯύλʔϯͷҰछ
    ར༻͢ΔΦϒδΣΫτΛݺͼग़͠ ݩ͔Β஫ೖ͢ΔࣄͰɺૄ݁߹Խ
    ֎෦͔ΒΦϒδΣΫτΛ౉ͤΔΑ ͏ʹͳͬͨࣄͰɺςετ͕͠΍͢ ͘ͳΓ·͢ɻ
27. 4FSWJDF
    -PDBUPS
    1BUUFSO GVOD
    $POUSPMMFS
    \
    
    
    
    লུ
    
    4FSWJDF MPDBUPS
    ^
    
    EC
    MPHHFSΠϯελϯΛ֎෦͔ Βड͚औΔ
    GVOD
    4FSWJDF MPDBUPS
    JOUFSGBDF\
    
    
    (FU%#
    EC%#
    
    
    
    (FU-PHHFS
    MPHHFS-PHHFS^
    \
    ^ σβΠϯύλʔϯͷҰछ
    ஫ೖ͢Δඞཁͷ͋ΔΦϒδΣΫτ ͕૿͑ͯ΋ɺҾ਺౳Λมߋ͢Δඞ ཁ͕ͳ͘ͳΓɺςετͷࡍͳͲʹ ϞοΫʹࠩ͠ସ͑ͨΓ͢Δͷָ͕ ʹͳΔ
    (PݴޠͰ͸ɺ͜ͷΑ͏ʹΠϯλ ϑΣʔεΛҾ਺ͱͯ͠ఆ͓ٛͯ͠ ͘͜ͱ͕Ͱ͖Δ
28. .'
    ,&44"*ͷΞʔΩςΫνϟ 
    ΠϯϑϥετϥΫνϟ
29. %PDLFS w ͩΕ͕Ͳ͜Ͱ࡞ͬͯ΋ಉ͡؀ڥΛ࠶ݱ͍ͨ͠
    w ؀ڥͷಉҰੑͷ୲อ
    w ΞϓϦέʔγϣϯຖʹಈ࡞؀ڥΛ෼཭ͯ͠؅ཧ
    w ΞϓϦέʔγϣϯͷΧϓηϧԽ
    w $*Ͱ࢖ͬͨ؀ڥɺεςʔδϯάͰ֬ೝͨ͠؀ڥ Λຊ൪Ͱ΋࢖͍͍ͨ
    w SVOUJNF؀ڥͷҰ؏ੑ
30. ($1Λ࢖͏ࣄʹͨ͠ཧ༝  (4VJUFͱ࿈ܞ͢ΔࣄͰɺ༰қʹݖݶ؅ཧ͕ग़དྷΔࣄʢ*".ʣ
     ҙࣝ͠ͳͯ͘΋σʔλ͕஝ੵ͞ΕΔ4UBDLESJWFSͷଘࡏ
     ,VCFSOFUFTαʔϏε͕ଘࡏͨ͠ࣄ
     ࠓ͸"84ɺ#MVF.JYɺ"[VSFʹ΋ଘࡏ͍ͯ͠Δ
     ΠϯϑϥΤϯδχΞෆࡏͰ΋ӡ༻͠΍͍͢
31. ,VCFSOFUFT w %PDLFSͷΦʔέετϨʔγϣϯπʔϧͱͯ͠ɺ "84
    &$4($1
    (,& ,VCFSOFUFTʣͰɺ ,VCFSOFUFTΛ࠾༻
    w બ୒౰࣌͸("&'&΋ແ͔ͬͨ
    w ΋͠ଘࡏ͍ͯͨ͠Β࠷ॳ͸("&'&ʹ͔ͯͨ͠ ΋
 ˞ޙड़͢Δཧ༝ʹΑΓɺ("&(P͸બ୒Ͱ͖ͣ
32. (PPHMF
    "QQ
    &OHJOF
    'MFYJCMF
    &OWJSPONFOU
    ("&'& w $SPO
    +PC΍ɺ1VC4VC͔Βͷ1VTIઌʢ4VCTDSJCFSʣ ͱͯ͠ར༻
    w ("&'&ʹͨ͠ཧ༝͸ɺ1%'ੜ੒ʹ$ISPNF
    )FBEMFTT͕ඞཁ͔ͩͬͨΒ
    w LTͰىಈதͷίϯςφͱ$SPO
    +PCͰ͸ಉ͡υϝ ΠϯΛѻ͏ͷͰ̍ϦϙδτϦͰ؅ཧ͍ͯ͠·͢
    w (PݴޠͩͱɺDNEXFCNBJOHP΍DNEDSPO NBJOHPͷ༷ʹ͓ͯ͘͜͠ͱͰϓϩηεΛ෼཭͢ Δࣄ͕ग़དྷΔ
33. .'
    ,&44"*ͷΞʔΩςΫνϟ 
    αʔϏεઃܭ
34. αʔϏεઃܭ ΞϓϦέʔγϣϯͷ࣌ظ͸
    γϯϓϧʹ̍ϦϙδτϦ
    w ࠷ॳ͔Β8&#"1*ͱ෼͚ͯ͠·͏ͱɺૣ͗ͨ͢ ࠷దʹͳͬͯ͠·͏ͱɺ݁ہ։ൃޮ཰͕௿Լ͠ ͯ͠·͏ɻ
35. ·ͣ࠷ॳʹ։ൃͨ͠෺ ࠷௿ݶҎԼͷػೳ͕͋Ε͹ɺϏδωεΛ։࢝͢Δࣄ ͕Ͱ͖ͨͷͰɺࣾ಺πʔϧͷ։ൃ͔Βணख
    w اۀ৹͕ࠪग़དྷΔࣄ
    w औҾ৘ใͷ؅ཧ͕ग़དྷΔࣄ
    w ৼࠐͷҝʹܭࢉ͕Ͱ͖Δࣄ
36. αʔϏεઃܭ ෳ਺ͷΞϓϦέʔγϣϯΛఏڙ͢ΔλΠϛϯάͰɺ ίΞυϝΠϯ΍ɺ1%'࡞੒ʹ੹೚Λ࣋ͭαʔϏεΛ ։ൃ
    w ্ཱͪ͛࣌ظ͸ಛʹԿ͕ڞ௨ج൫ʹͳΔ͔͸ɺ Θ͔Βͳ͍ҝɺඞཁʹԠͯ͡αʔϏε։ൃΛਐ ΊΔ
37. αʔϏεઃܭ ͋ͨΒ͘͠αʔϏεઃܭɾ։ൃ͢Δࡍ͸
    w ΞϓϦέʔγϣϯࢹ఺͚ͩͰ͸ͳ͘ɺ(P͚ͩʹ ͱΒΘΕͣɺ($1ͷ֤छαʔϏεɺ044Λҙࣝ͠ ͯ໨తʹରͯ͠దͨ͠ɺΞʔΩςΫνϟΛߟ͑ ΔΑ͏ʹ͢Δ
38. αʔϏεઃܭ &YUFSOBM
    "1*
39. 3&45
    "1*։ൃ 3&45
    "1*ͷ։ൃʹ
 HJUIVCDPNHPBEFTJHOHPB
    Λ࠾༻
    "1*
    ,&:ೝূ΍ɺήʔτ΢ΣΠͱͯ͠
 "1*
    "HHSFHBUPSͷ,POHΛ࠾༻
40. αʔϏεઃܭ *OUFSOBM
    "1*
41. *OUFSOBM
    "1* ίΞυϝΠϯΛऔΓѻ͏*OUFSOBM
    "1*ͷܦҢ
    w 8&#"ENJO&YUFSOBM
    "1*ͷ։ൃΛਐΊΔλΠϛ ϯάͰɺίΞυϝΠϯ෦෼ͷαʔϏε෼཭ͱͯ͠ ࡞੒
42. *OUFSOBM
    "1* 
    FYBNQMFQSPUP
    TFSWJDF
    (SFFUFS
    \
    
    
    
    4FOET
    B
    HSFFUJOH
    
    
    SQD
    4BZ)FMMP
    )FMMP3FRVFTU
    SFUVSOT
    )FMMP3FQMZ
    \^
    
    
    
    4FOET
    BOPUIFS
    HSFFUJOH
    
    
    SQD
    4BZ)FMMP"HBJO
    )FMMP3FRVFTU
    SFUVSOT
    )FMMP3FQMZ
    \^
    ^
    NFTTBHF
    )FMMP3FRVFTU
    \
    
    
    TUSJOH
    OBNF
    
    
    ^
    NFTTBHF
    )FMMP3FQMZ
    \
    
    
    TUSJOH
    NFTTBHF
    
    
    ^ 31$͸H31$Λ࠾༻
    w QSPUPDPM
    CV⒎FS͕εΩʔϚ؅ ཧʹͳΔ
    w 1SPUPDPMM
    CV⒎FSΛݩʹαʔ ό༻ύοέʔδΛੜ੒
    w QSPUPDPM
    CV⒎FSΛݩʹ࢖༻ݴ ޠͷΫϥΠΞϯτύοέʔ δΛ࡞Δࣄ͕ग़དྷΔ
    w ಺෦"1*ͷ։ൃͰ63*ઃܭΛ ͠ͳͯ͘ྑ͘ͳͬͨ
43. αʔϏεઃܭ αʔϏεྫ
44. αʔϏεྫ 1%'αʔϏεʣ طଘͷαʔϏε͔Β෼཭ͨ͠ܦҢ
    w ௚ྻͰ͸ੜ੒ʹ̍ຕʙඵ͔͔Δҝɺ਺ඦຕͰ ͸਺ඦඵ͔͔ΔͷͰɺฒྻԽΛͯ͠୹࣌ؒͰ׬ ͍ྃͤͨ͞
    w 1VC4VCͱ("&ͰඇಉظతʹฒྻͰ࣮ߦͰ͖Δ Α͏ʹ͍ͨ͠
45. ݱࡏͷΞʔΩςΫνϟ
46. ݱࡏͷΞʔΩςΫνϟ Ϣʔβ͕ϘλϯΛԡ͢ͱɺ1VC4VCʹ1%'ੜ੒͕ඞཁͳ %BUB͕1VCMJTI͞Ε·͢
47. ݱࡏͷΞʔΩςΫνϟ 1VC4VCͷ5PQJDΛ4VCTDSJCF ͍ͯ͠Δ("&'&ʹ%BUB͕ 1VTI͞Ε·͢
48. ݱࡏͷΞʔΩςΫνϟ $MPVE
    'VODUJPOͰ΋
 ("&4&Ͱ΋ແ͍ཧ༝͸ɺ %PDLFSͷ಺෦Ͱ$ISPNFͱ (PMBOHΛ࣮ߦ͍ͯ͠Δ͔Β
49. ݱࡏͷΞʔΩςΫνϟ ͦͯ͠ɺ("&Ͱ)5.-ੜ੒ɺ $ISPNFͰ1%'ੜ੒ͨ͠ޙʹɺ $MPVE4UPSBHFʹ6QMPBE
    ࠷ޙʹɺ݁Ռ௨஌༻5PQJDʹ 1VCMJTI
50. ݱࡏͷΞʔΩςΫνϟ ݁Ռ5PQJD͔Β1VTIΛ("& Ͱड͚ͯ%#ͷεςʔλεΛ มߋ
51. ݱࡏͷΞʔΩςΫνϟ ࠷ޙ͸ɺ1%'Λ4FOE(SJEܦ༝Ͱૹ৴
52. ݱࡏͷΞʔΩςΫνϟ ޙ͸ɺൃߦ೔ࢦఆ΋ग़དྷΔͷͰɺ("&
    $SPOͰಈ͔ͯ͠ɺ 1VC4VCʹ1VCMJTI
    Ҏ߱ͷϑϩʔ͸ಉ͡
53. ݱࡏͷΞʔΩςΫνϟ (,&ͱ("&ͷΞϓϦέʔγϣ ϯ͸ಉ͡αʔϏεͳͷͰɺ̍ ϦϙδτϦʹͭͷ$.%Λ࡞ ੒ͯ͠ɺυϝΠϯ૚Λڞ༗͠ ͍ͯ·͢
54. .'
    ,&44"*ͷΞʔΩςΫνϟ 
    ৘ใ؅ཧʢ$POpH4FDSFUʣ
55. ৘ใ؅ཧʢ$POpH4FDSFUʣ 1SPEVDUJPO
    
    4UBHJOH
    
    %FWFMPQNFOUͳͲͷ؀ڥຖ ʹมΘΔઃఆ஋ͷ؅ཧ
    w ىಈ࣌ʹಡΈࠐΊͨΒྑ͍ͷͰϑΝΠϧԽ
    w ΦϒδΣΫτͷߏ଄ʹ߹Θ͍ͤͨ:".-Խ
    w ΞϓϦέʔγϣϯͱઃఆ஋͸Ұॹʹૢ࡞͍ͨ͠ ͷͰɺҰॹʹϦϙδτϦ؅ཧ
56. ৘ใ؅ཧ
    
    $POpH FOWJSPONFOU
 cEFWFMPQNFOU
    c
    
    cDPOpHZNM
    cQSPEVDUJPO
    c
    
    cDPOpHZNM
    cTUBHJOH
    
    
    
    cDPOpHZNM &OWJSPONFOUຖͷ֤ϑΝΠϧΛ؀ڥຖʹ؅ཧ
57. ৘ใ؅ཧ
    
    $POpH &OWJSPONFOUຖͷઃఆϑΝΠϧ 
    DPOpHZNM
    NBJM
    
    
    UZQF
    TFOEHSJE
    
    
    TFOEHSJE
    
    
    
    
    BQJ@LFZ
    MPHHFS
    
    
    MFWFM
    JOGP
    
    
    TFOUSZ
    
    
    
    
    ETO
    IUUQTYYYYYYYYY
58. ৘ใ؅ཧ
    
    $POpH $POpHʹରԠͨ͠ΦϒδΣΫτߏ଄ମ
    ZBNMzIPHFz͸$POpHϑΝΠϧ͔Βநग़
    TFDSFUzIPHFz͸4FDSFUϑΝΠϧ͔Βநग़ UZQF
    $POpH
    TUSVDU
    \
    
    
    
    
    
    
    
    
    .BJM
    
    
    
    
    
    
    TUSVDU
    \
    5ZQF
    TUSJOH
    AZBNMzUZQFzA
    4FOE(SJE
    TUSVDU
    \
    
    
    
    "1*,FZ
    ATFDSFUzTFOEHSJEBQJLFZzA
    ^
    ^
59. ৘ใ؅ཧ
    
    4FDSFU w 4FDSFU͸ΞϓϦέʔγϣϯͱ͸෼཭ͯ͠؅ཧ
    w σϓϩΠ࣌ʹLT
    TFDSFUʹ௥Ճͯ͠Δ
    w Լه͸ྫ LVCFDUM
    DSFBUF
    TFDSFU
    HFOFSJD
    BQQTFDSFU
    a
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    ŠGSPNpMFTFDSFUZNMQBUIUPMPDBMTFDSFUZNM
60. ৘ใ؅ཧ
    
    4FDSFU
    
    
    
    
    
    DPOUBJOFST
    
    
    
    
    
    
    
    OBNF
    IPHF
    
    
    
    
    
    
    
    
    JNBHF
    IPHF
    
    
    
    
    
    
    
    
    DPNNBOE
    <DPOG
    DPOpHZNM
    TFDSFU
    TFDSFUZNM>
    
    
    
    
    
    
    
    
    WPMVNF.PVOUT
    
    
    
    
    
    
    
    
    
    
    
    OBNF
    IPHFTFDSFU
    
    
    
    
    
    
    
    
    
    
    
    
    NPVOU1BUI
    TFDSFU
    
    
    
    
    
    
    
    
    
    
    
    
    SFBE0OMZ
    USVF

    
    
    
    
    
    WPMVNFT
    
    
    
    
    
    
    
    
    
    OBNF
    IPHFTFDSFU
    
    
    
    
    
    
    
    
    
    
    TFDSFU
    
    
    
    
    
    
    
    
    
    
    
    
    TFDSFU/BNF
    IPHFTFDSFU
    
    
    
    
    
    
    
    
    
    
    
    
    EFGBVMU.PEF
    
61. ৘ใ؅ཧ
    
    4FDSFU
    
    ల๬ ల๬ͱͯ͠͸ɺ4FDSFU
    .BOBHFNFOU
    5PPMʢྫ͑͹ )BTIJDPSQ
    7BVMU Λ࢖ͬͯ
    (,&΍ɺ("&ͷΑ͏ʹϚωʔδυαʔϏε͕มΘͬ ͯ΋"1*ܦ༝Ͱൿີ৘ใΛऔಘͰ͖ΔΑ͏ʹ 7BVMU ,4
    1PET ("&
    "QQMJDBUJPO
62. .'
    ,&44"*ͷΞʔΩςΫνϟ 
    ։ൃɾӡ༻ࢧԉπʔϧ
63. ։ൃɾӡ༻ࢧԉπʔϧ w ($1Ͱ͸σϑΥϧτͰ4UBDL%SJWFSͷԸܙΛड͚ Δࣄ͕ग़དྷΔ
    w -PHHJOH ϩάϏϡʔΞʣ
    w ϩά؂ࢹ͸Ͱ͖Δ͕ɺᮢ஋൑ఆ͕೉͍͠
    w &SSPS
    3QPSUJOHʢΤϥʔ؂ࢹʣ
    w Τϥʔ௨஌͕ॳճ̍ճ͚͔ͩ͠Ͱ͖ͳ͍
    w .POJUPSJOHʢϦιʔε؂ࢹʣ
    w ($1ͷαʔϏεϞχλϦϯάʹ͸ຬ଍͕ͩɺ (,&ͷ1PETϨϕϧͰϞχλϦϯά͍ͨ͠
64. ։ൃɾӡ༻ࢧԉπʔϧ w ࣮ࡍʹӡ༻࢓ग़͔ͯ͠Β͸ɺ෺଍Γͳ͘ͳͬͯ ͖ͨͷͰ࠷ۙͰ͸
    w &SSPS
    3FQPSUJOH͔Β4FOUSZʹ
    w ,VCFSOFUFTͷNPOJUPSJOHΛɺ%BUB%PHʹ
    w %BUB%PHͷLTαϙʔτ͸͍͢͝
65. .'
    ,&44"*ͷΞʔΩςΫνϟ 
    ݱࡏͷνʔϜʹ͍ͭͯ
66. ݱࡏͷνʔϜʹ͍ͭͯ ݱࡏԼهͷϝϯόʔͰɺεΫϥϜ։ൃΛऔΓೖΕͯ ·͢ɻ
    w ݩϚωʔϑΥϫʔυ3BJMTΤϯδχΞ໊̎
    w લ৬(PΤϯδχΞ໊̏
    w ϑϩϯτΤϯυ໊̍
    w σβΠφ໊̎
67. ະདྷͷνʔϜʹ͍ͭͯ ࠾༻Ͱ͸ɺ(P͕ॻ͚ΔࣄΑΓ͸ɺࠓ·Ͱͷ։ൃܦ ݧ΍ɺϨΠϠʔઃܭɺσβΠϯύλʔϯɺυϝΠϯ ઃܭͳͲݴޠʹؔΘΒͣ։ൃʹ׆͔ͤΔ஌ࣝΛٻ Ί͍ͯ·͢ɻ
 ˞·ͩ·ͩ(PQIFS͸ଟ͍Α͏Ͱগͳ͍Ͱ͢͠Ͷ
68. ະདྷͷνʔϜʹ͍ͭͯ ฐࣾͰ͸ΞϓϦέʔγϣϯΤϯδχΞɺΠϯϑϥΤ ϯδχΞͱ໾ׂͱͯ͠͸෼͚͍ͯ·͕͢ɺ໾ׂʹด ͡Δ͜ͱͳ͘ɺܦݧ΍ҙݟ͍ͯ͘͜͠ͱ͕Ͱ͖͍ͯ ·͢ɻ
    ઈࢍ࠾༻தͰ͢ʂʂ IUUQTXXXXBOUFEMZDPNQSPKFDUT
69. ࠷ޙʹ
    ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ