rails statsで大解剖 🔍 “B/43流” のRailsの育て方を歴史とともに振り返ります

rails stats 2024 ~ Kaigi on Rails 2024 アフターイベント 発表資料
https://andpad.connpass.com/event/337371/

Transcript

1. SBJMT
   TUBUTͰେղ๤
   🔍
   l#ྲྀz
   ͷ3BJMTͷҭͯํΛྺ࢙ͱͱ΋ʹৼΓฦΓ·͢ 
2.  SBJMT
   TUBUT
3.  ࡾ୩
   ণฏ !TIPIFJ ࣗ෼ αʔόʔαΠυΤϯδχΞ
   
   &.
4.  ࡾ୩
   ণฏ ,BJHJ
   PO
   3BJMTͱࣗ෼ աڈճ͓࿩ͤͯ͠͞΋Β͍·ͨ͠ ࠓ೥͸ϒʔεͷاըɾӡӦ
5. X
6. Smart, Secure, Mobile Super powered Banking and Living.  ʢͼʔΑΜ͞Μʣ ʮՈܭ฽ΞϓϦʯͱʮ7JTBϓϦϖΠυΧʔυʯ͕ηοτʹͳͬͨʮՈܭ฽ϓϦΧʯ Χʔυܾࡁ
   ϓϩμΫτ ओͳػೳ ͓ۚͷೖग़ۚ
   ΫϨΧɾޱ࠲࿈ܞ
   ϨγʔτಡΈऔΓ ޱ࠲؅ཧ
   💰
7. ࠓ೔ͷςʔϚ
   l3BJMT
   TDBMFT
   GSPN
   )&--0
   803-%
   UP
   *10zͷաఔʹ͓͚Δ޻෉
8. εϚʔτόϯΫͱ*10ͷڑ཭͸ʁʁ
9.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ        
10.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ ૑ۀ         ΞϓϦϦϦʔε ྦྷܭສ%-
11.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ ૑ۀ         ΞϓϦϦϦʔε ྦྷܭສ%- ࣾһਓ໨ ࣾһਓಥഁ ࣾһਓಥഁ ࣾһਓಥഁ
12.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ ૑ۀ         ΞϓϦϦϦʔε ྦྷܭສ%- ࣾһਓ໨ ࣾһਓಥഁ ࣾһਓಥഁ ࣾһਓಥഁ ,BJHJ
    PO
    3BJMT
    ͰॳΊͯͷΠϕϯτεϙϯαʔ
13.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ ૑ۀ         ΞϓϦϦϦʔε ྦྷܭສ%- ࣾһਓ໨ ࣾһਓಥഁ ࣾһਓಥഁ ࣾһਓಥഁ ԯԁௐୡ ԯԁௐୡ ԯԁௐୡ👏 γϦʔζ#
14.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ ૑ۀ         ΞϓϦϦϦʔε ྦྷܭສ%- ࣾһਓ໨ ࣾһਓಥഁ ࣾһਓಥഁ ࣾһਓಥഁ ԯԁௐୡ ԯԁௐୡ ԯԁௐୡ👏 ࠓ ͜ ͜ Β ล
15.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ ૑ۀ         ΞϓϦϦϦʔε ྦྷܭສ%- ࣾһਓ໨ ࣾһਓಥഁ ࣾһਓಥഁ ࣾһਓಥഁ ԯԁௐୡ ԯԁௐୡ ԯԁௐୡ👏 ࠓ ͜ ͜ Β ล ྦྷܭສ%- ࣾһਓಥഁ ධՁֹԯ ͍͖͍ͨ৔ॴ
16.  εϚʔτόϯΫͷ*10΁ͷಓͷΓ ૑ۀ         ΞϓϦϦϦʔε ྦྷܭສ%- ࣾһਓ໨ ࣾһਓಥഁ ࣾһਓಥഁ ࣾһਓಥഁ ԯԁௐୡ ԯԁௐୡ ԯԁௐୡ👏 ࠓ ͜ ͜ Β ล ྦྷܭສ%- ࣾһਓಥഁ ධՁֹԯ ͍͖͍ͨ৔ॴ ͜Ε͔Β
    ΋ͬͱ
    ָ͍͠
    ϑΣʔζ
17. ࠓ೔͓࿩͍ͨ͜͠͠ͱ
18.  ࠓ೔͓࿩͍ͨ͜͠͠ͱ ᶃ
    3BJMTͷߏ੒ ᶄ
    ͜ͷ਺ࣈ·Ͱεέʔϧ͖ͯͨ͠ྺ࢙ৼΓฦΓ ᶅ
    ҭͯํͷ޻෉
19. #ͷΞʔΩςΫνϟ
20.  #ͷΞʔΩςΫνϟ #
    ΞϓϦ DPSFBQJ ΄ͱΜͲͷػೳ͕ ू·ΔαʔϏε BNMBQJ ϋΠϦεΫϢʔβʔ ͷݕࡧαʔϏε BENJOXFC ؅ཧը໘ QVTIBQJ '$.Λ࢖ͬͨϓο γϡ௨஌αʔϏε BVUIBQJ ೝূαʔϏε NPCJMFC f "1*߹੒͢Δ#'' JTTVJOHBQJ ΧʔυܾࡁαʔϏε Χʔυܾࡁ QBOXFC ؅ཧը໘ Χʔυܾࡁͱ͍͏υϝΠϯ্ɺ࠷௿ݶ෼͚ͨํ͕͍͍αʔϏεΛ੾Γग़ͯ͠ࠓͷܗʹ
21.  #ͷΞʔΩςΫνϟʢߦ਺ͱίϛοτ਺ͷશମʹ઎ΊΔൺ཰ʣ DPSFBQJ BNMBQJ BENJOXFC QVTIBQJ BVUIBQJ NPCJMFC f JTTVJOHBQJ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ QBOXFC #
    ΞϓϦ Χʔυܾࡁ ߦ਺ ίϛοτ਺ ΄ͱΜͲͷίʔυ͸DPSFBQJʹू໿͞Εͯ·͢
22.  DPSFBQJ BNMBQJ BENJOXFC QVTIBQJ BVUIBQJ NPCJMFC f JTTVJOHBQJ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ ߦ਺ ίϛοτ਺ QBOXFC ߦ਺ ίϛοτ਺ #
    ΞϓϦ Χʔυܾࡁ ࠓ೔࿩͢ͷ͸DPSFBQJͷSBJMT
    TUBUT
23. DPSFBQJͷߏ੒
24.  DPSFBQJͷجຊ৘ใ w όʔδϣϯ
    w 'JSTU
    DPNNJU࣌͸SD
    w ࠓ͸
    w BQJ
    NPEF
    w 3&45GVM
    "1*
    w BQQDIBOOFMT͸ར༻͠ͳ͍ͨΊ࡟আ
    w +PC͸424ʢBXTTELSBJMTʣΛ࢖༻
25.  DPSFBQJͷσΟϨΫτϦߏ੒ͱಠࣗʹ௥Ճ͍ͯ͠Δ΋ͷ BQQDPOUSBDUT ESZWBMJEBUJPO $POUSPMMFSͷQBSBNTͷόϦσʔγϣϯ
    ͋·Γ࢖ͬͯͳ͍ BQQQPMJDJFT QVOEJU ؅ཧը໘ͷೝՄ BQQ TFSJBMJ[FST BDUJWF@NPEFM@TFSJBMJ[FST "1*ͷϨεϙϯεੜ੒ (FNͷར༻Ͱ௥Ճ͍ͯ͠ΔσΟϨΫτϦ
26.  DPSFBQJͷσΟϨΫτϦߏ੒ͱಠࣗʹ௥Ճ͍ͯ͠Δ΋ͷ αʔϏεͷ֎ଆͱܨ͙σΟϨΫτϦ BQQMJC ֎෦αʔϏεݺͼग़͢$MJFOUΫϥε͔
    3BLF͔Βݺͼग़͢ΫϥεΛஔ͘৔ॴ
    1030͕ଟΊ BQQ QVTI@OPUJ fi FST QVTIBQJͱ͍͏ϚΠΫϩαʔϏεΛݺͼग़͢ΫϥεΛஔ͘৔ॴ
    "DUJPO.BJMFSʹࣅͤͯ࡞ͬͨ
27.  DPSFBQJͷσΟϨΫτϦߏ੒ͱಠࣗʹ௥Ճ͍ͯ͠Δ΋ͷ BQQNPEFMTʹؔ࿈͢Δ΋ͷ BQQGPSNT 'PSNΦϒδΣΫτΛஔ͘৔ॴ
    ػೳʹΑͬͯ'PSNΛ࡞Δ͔͸౷Ұϧʔϧ͸ͳ͘ɺඞཁʹԠͯ͡࡞ͬ ͨΓ࡞Βͳ͔ͬͨΓ BQQWBMJEBUPST "DUJWF.PEFM&BDI7BMJEBUPSΛܧঝ͢ΔΫϥεΛஔ͘৔ॴ
    BQQNPEFMTWBMJEBUPSTͷํ͕͍͍Μ͡Όͳ͍͔ͱࢥ͍த
28. DPSFBQJͷSBJMT
    TUBUT
29.  -0$͕ଟ͍ॱ൪
     BQQNPEFMT
    B $MBTTFTͩͱʢଟ͍ ʣ
     BQQMJC
    
    B #͸֎෦αʔϏε઀ଓ͕ଟ͍
     BQQDPOUSPMMFST DPSFBQJͷSBJMT
    TUBUT 🥇 🥈 🥉 -0$
    
    ίϝϯτ΍ۭߦΛআ͍ͨߦ਺
30.  w $POUSPMMFSͷ਺ͷׂʹɺ 'PSNT΍$POUSBDUTʢDPOUSPMMFSͷ WBMJEBUJPOʣ͕গͳ͘ɺ͋·Γ࢖ ΘΕͯͳ͍͜ͱ͕Θ͔Δ DPSFBQJͷSBJMT
    TUBUT
31.  w ϝʔϧΑΓ΋1VTI௨஌ͷํ͕ ଟ͍
    w 👉
    جຊηοτͰૹΔ͜ͱ͕ ଟ͍͕ɺ1VTI͚ͩͷ΋ͷ΋ ͋Δʢܾࡁ௨஌ͱ͔ʣ DPSFBQJͷSBJMT
    TUBUT
32.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
33.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
34.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ͲΜͳػೳΛϦϦʔεͨ͠ͱ ͖ʹίʔυ͕૿͑ͨʁ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
35.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
36.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
37.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
38.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
39.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
40.  ΞϓϦͷϦϦʔεόʔδϣϯຖͷSBJMT
    TUBUTʢ-0$ͷਪҠʣ ΞϓϦͷϦϦʔεόʔδϣϯ -0$
41. SBJMT
    TUBUT͔Βݟ͑Δ
    l#ྲྀz
    ͷ3BJMTͷҭͯํ
42. ҭͯํͦͷᶃ
    .PEFM
    z૚z
    Λ'BUʹ͢Δ
43.  .PEFM
    z૚z
    Λ'BUʹ͢Δ
    dσΟϨΫτϦผͷ-0$ͷਪҠd 🥇
    BQQNPEFMT
    🥈
    BQQMJC
    🥉
    BQQDPOUSPMMFST ΞϓϦͷϦϦʔεόʔδϣϯ
44.  🥇
    BQQNPEFMT
    🥈
    BQQMJC
    🥉
    BQQDPOUSPMMFST ੲΑΓ΋.PEFMͷ
    ׂ߹͕૿͑ͯΔ .PEFM
    z૚z
    Λ'BUʹ͢Δ
    dσΟϨΫτϦผͷ-0$ͷਪҠd ΞϓϦͷϦϦʔεόʔδϣϯ
45.  .PEFM
    z૚z
    Λ'BUʹ͢Δ
    dσΟϨΫτϦผͷ-0$ͷਪҠd w ϏδωεϩδοΫ͸$POUSPMMFSΑΓ.PEFMʹ࣮૷͢Δ͜ͱ͕ଟ͍
    w $POUSPMMFSͰUSBOTBDJUPOΛషΔ͜ͱ͸গͳ͍
    w 4FSWJDFΫϥε͸$50ͷڧ͍ҙࢤͰॳظ͔Β࣮૷ͤͣ.7$Λ؏͘
    w 4LJOOZ
    $POUSPMMFS
    'BU
    .PEFM ॳظϝϯόʔ͕·͊·͊େ͖ΊͳαʔϏεͷ։ൃܦݧ͋ͬͨͷ΋͋Γɺ γϯϓϧͳ3BJMTΛ௥ٴ͍ͨ͠ؾ࣋ͪ΋͋Γ·ͨ͠
46. z૚z
    ͕'BUͬͯͲ͏͍͏͜ͱʁ ձ৔͔Βͷٙ໰ઌऔΓ
47.  z૚z
    ͕'BUͱ͸ʁ
    dҰͭҰͭͷ.PEFMͷෳࡶੑ͸ߴ͘ͳ͍d -JOFT͝ͱͷϑΝΠϧ਺ͷׂ߹ ΞϓϦόʔδϣϯຖͷ.$ɺ-0$.ͷมԽ ߦະຬͷίʔυ͕ڧ ϝιου਺΍ߦ਺͸ੲ͔ΒมΘΒͣ௿͍
48.  w .PEFM૚ʹΫϥε਺͸ଟ͍͕ɺશ஌શೳͳϞσϧ͕͍ΔΘ͚Ͱ͸ͳ͍
    w 'BUͳςʔϒϧΛආ͚ɺద੾ͳ໾ׂຖʹςʔϒϧΛ෼ׂ͍ͯ͘͜͠ͱͰɺখ͞ͳ .PEFM͕ͨ͘͞Μ͋Δঢ়ଶʹ͖ͯͨ͠
    w "DUJWF3FDPSEͰ͸ͳ͍.PEFMʹؔ࿈͢ΔΫϥε΋BQQNPEFMTʹ௥Ճͯ͠Δ
    w ෳ਺ͷϞσϧʹ·͕ͨΔॲཧ΍7BMVF0CKFDU͸1030ͱ࣮ͯ͠૷
    w ௚ۙͰ͸Ϋϥεʹରͯ͠ςʔϒϧ਺͸ݸ
    w 🙅
    'BU
    .PEFM
    🙆
    'BU
    .PEFM
    %JSFDUPSZ z૚z
    ͕'BUͱ͸ʁ
    dҰͭҰͭͷ.PEFMͷෳࡶੑ͸ߴ͘ͳ͍d
49.  BQQNPEFMTBENJOQPTU@QBZVTFSSC
    BQQNPEFMTBENJOVTFSSC
    BQQNPEFMTBENJOVTFS@BDDPVOUSC
    BQQNPEFMTBENJOVTFS@BDUJPO@TVNNBSZSC
    BQQNPEFMTBENJOVTFS@BDUJWBUPSSC
    BQQNPEFMTBENJOVTFS@DSFEFOUJBMSC
    BQQNPEFMTBENJOVTFS@DSFEFOUJBM@DIBOHFSC
    BQQNPEFMTBENJOVTFS@DSFEFOUJBM@DIBOHF@TDSFFOJOHSC
    BQQNPEFMTBENJOVTFS@EFBDUJWBUJPO@USBOTBDUJPOSC
    BQQNPEFMTBENJOVTFS@EFBDUJWBUPSSC
    BQQNPEFMTBENJOVTFS@GFBUVSF@SFTUSJDUJPOSC
    BQQNPEFMTBENJOVTFS@GFBUVSF@SFTUSJDUJPO@DBODFMSC fi OE
    BQQNPEFMT
    OBNF
    VTFS 
    c
    TPSU BQQNPEFMTBENJOVTFS@GFBUVSF@SFTUSJDUJPO@UPHHMFSC
    BQQNPEFMTBENJOVTFS@QSP fi MFSC
    BQQNPEFMTBENJOVTFS@UBHSC
    BQQNPEFMTBENJOVTFS@UBHHJOHSC
    BQQNPEFMTYYYVTFSSC
    BQQNPEFMTDPODFSOTVTFS@JOGPSNBUJPO@FODSZQUBCMFSC
    BQQNPEFMTKVOJPS@BDDPVOUVTFS@BDDPVOUSC
    BQQNPEFMTKVOJPS@BDDPVOUVTFS@BDUJPO@TVNNBSZSC
    BQQNPEFMTQBJS@BDDPVOUVTFS@BDUJPO@TVNNBSZSC
    BQQNPEFMTZZZVTFSSC
    BQQNPEFMTZZZVTFS@BWBJMBCJMJUZSC
    BQQNPEFMTVTFSSC BQQNPEFMTVTFS@BDDPVOUSC
    BQQNPEFMTVTFS@BDUJPO@TVNNBSZSC
    BQQNPEFMTVTFS@DSFEFOUJBMSC
    BQQNPEFMTVTFS@DSFEFOUJBM@DIBOHF@BQQMJDBUJPOSC
    BQQNPEFMTVTFS@DSFEFOUJBM@DIBOHF@SFRVFTUSC
    BQQNPEFMTVTFS@DSFEFOUJBM@DIBOHF@TDSFFOJOHSC
    BQQNPEFMTVTFS@EFBDUJWBUF@SFRVFTUSC
    BQQNPEFMTVTFS@EFBDUJWBUF@SFTVMUSC
    BQQNPEFMTVTFS@EFBDUJWBUF@SFTVMU@GBJMVSF@SFBTPOSC
    BQQNPEFMTVTFS@OFXTSC
    BQQNPEFMTVTFS@QSP fi MFSC z૚z
    ͕'BUͱ͸ʁ
    dྫ͑͹VTFSΛף͢Δ.PEFMୡd
50. ͦΜͳ.PEFMଟ͍ͱେม͡Όͳ͍ʁ ձ৔͔Βͷٙ໰ઌऔΓ
51. ҭͯํͦͷᶄ
    .PEFMΛݡ͘͢Δ
52.  *EFOUJGZJOH
    6TFS
    *EFOUJUZ
    ʹڞײ .PEFMΛݡ͘͢Δ
    d6TFSd 4JNQMJDJUZ
    PO
    3BJMT΋ΊͬͪΌྑ͔ͬͨ
53.  w 6TFSSC͸ߦۙ͋͘Γɺ501ͷେ͖͞
    
    
    
    
    
    
    
    
    
    
    w ߦ͘Β͍IBT@YYY͕ฒΜͰ͍Δ
    w ݸ͘Β͍QVCMJD
    NFUIPE͕ఆٛ͞ΕͯΔ .PEFMΛݡ͘͢Δ
    dVTFSTςʔϒϧ͸εϦϜ͕ͩVTFSSC͸'BUd VTFSSC ͜͜
54.  w 6TFS͸͍ΖΜͳ.PEFMͱؔ࿈ͯ͠Δ
    w ͨ͘͞Μͷ.PEFMͷࡉ͔͍ؔ࿈΍໾ׂΛ࢖͏ଆ͔Β͸ҙࣝͨ͘͠ͳ͍ͷͰӅṭԽ
    
    ݡ͍ͨ͘͠
    w ྫ͑͹EFMFHBUFΛΨϯΨϯ࢖ͬͯӅṭԽͨ͠Γ
    w 🙅
    VTFSVTFS@DSFEFOUJBMFNBJM
    w 🙆
    VTFSFNBJM
    w "TTPDJBUJPOΛૢ࡞͢ΔϝιουΛͨ͘͞Μ࡞Δ
    w 🙅
    'DN5PLFOBDUJWFXIFSF VTFS
    VTFS
    w 🙆
    VTFSBDUJWF@GDN@UPLFOT .PEFMΛݡ͘͢Δ
    d.PEFM૚ͷෳࡶੑΛ"1*ͰӅṭԽ͢Δd
55.  .PEFMΛݡ͘͢Δ
    d.PEFM૚ͷෳࡶੑΛ"1*ͰӅṭԽ͢Δd $POUSPMMFS 6TFS ͏͒͒͒͒ʜ
    ஌Δ͜ͱ͍ͬͺ͍ͩʜ ೝূ৘ใ ϓϩϑΟʔϧ 🙅
56.  .PEFMΛݡ͘͢Δ
    d.PEFM૚ͷෳࡶੑΛ"1*ͰӅṭԽ͢Δd $POUSPMMFS 6TFS Ϣʔβʔ܅ɺ999ͯ͠ཉ ͍͠Μ͚ͩͲ 999ͷ"1*ୟ͍ͯ͘ΕͨΒ
    ͋ͱ͸Α͠ͳʹ΍ΔΑʂ ೝূ৘ใ ϓϩϑΟʔϧ &UDʜ Ӆ͞Εͨੈք 🙆
57.  .PEFMΛݡ͘͢Δ
    d.PEFM૚ͷෳࡶੑΛ"1*ͰӅṭԽ͢Δd $POUSPMMFS 6TFS9994FSWJDF 🙅
    ͜͏Ͱ͸ͳ͍ ೝূ৘ใ ϓϩϑΟʔϧ &UDʜ Ӆ͞Εͨੈք 6TFS
58. 6TFS͕શ஌શೳͷਆͳͷͰ͸ʁ ձ৔͔Βͷٙ໰ઌऔΓ
59.  6TFS͕શ஌શೳͷਆͳͷͰ͸ʁ w 6TFS͕஌Δ΂͖͜ͱΛ஌͍ͬͯΔ
    ʺ
    શ஌શೳͷਆ
    ˠ
    6TFS஌6TFSೳ
    w ࣾ಺ͷ੠ʢDPSFBQJͷྑ͍ͱ͜ΖΞϯέʔτʣ
    ˠ
    
    w ಉ͡Α͏ʹ"DDPVOUʢޱ࠲ʣ౳ͷυϝΠϯʹԠͨ͡
    l9஌9ೳzͷϞσϧ͕͍Δ
60.  .PEFMΛݡ͘͢ΔͨΊʹ w ςʔϒϧ਺
    
    .PEFM͕૿͑Δ͜ͱΛڪΕͳ͍
    w Ϧιʔε
    
    Πϕϯτʹ෼͚ͯߟ͑Δ
    w ΠϕϯτΛݟ͚ͭͯϞσϧԽ͢Δ
    w ςʔϒϧઃܭͷٞ࿦͸݁ߏೖ೦ʹ΍͍ͬͯΔҹ৅
    w .PEFM܈Λ؆୯ʹѻ͏ͨΊͷݡ͍.PEFMͱ"1*Λ༻ҙ͢Δ
    w ԿͰ΋٧Ίࠐ·Εͨςʔϒϧ
    
    'BUͳϞσϧͱɺద੾ʹ෼ׂ͞ Εͨςʔϒϧ܈
    
    ݡ͍.PEFMʹ͸େ͖ͳ͕ࠩ͋Δ
61. .PEFM૚͕'BUʹͳΔͱೝ஌ෛՙ͕ߴ͘ͳΒͳ͍ʁ ձ৔͔Βͷٙ໰ઌऔΓ
62. ҭͯํͦͷᶅ
    υϝΠϯຖʹOBNFTQBDFΛ࡞Δ
63.  υϝΠϯຖʹOBNFTQBDFΛ࡞Δ w υϝΠϯຖʹOBNFTQBDFΛ࡞Γɺͦͷυϝ Πϯʹؔ࿈͢ΔΫϥεΛ഑Լʹ௥Ճ͢Δ
    w ґଘؔ܎ͷํ޲Λ؅ཧ͍ͯ͠Δ΋ͷͰ͸ͳ͍
    w ͜ͷػೳʹଐ͢Δίʔυ͸͜͜ʹॻ͘
    
    ͜͜ Λ୳ͤ͹ྑ͍ͱ͍͏ਓؒʹ༏͍͠޻෉
64.  υϝΠϯຖʹOBNFTQBDFΛ࡞Δ
    d΍Γํd ςʔϒϧ໊ʹQSF fi YΛ͚ͭΔ QSF fi YΛOBNFTQBDFʹ͢Δ NPEFMTTVCTDSJQUJPO 4VCTDSJQUJPO4VCTDSJQUJPOOFX
    4VCTDSJQUJPO1MBOOFX ίʔυ
65.  υϝΠϯຖʹOBNFTQBDFΛ࡞Δ ࣾ಺Ͱ΋޷ධͰ͢ w .PEFM਺͕Λ௒͑Δͱೝ஌ෛՙ͕͔ͳΓߴ͍
    w ໊લͷόοςΟϯά΋ى͜Δ
    w ఔΑ͘ೝ஌ෛՙΛԼ͛Δํ๏ͱͯ͠༗ޮ
    w αϒεΫͷίʔυΛݟ͚ͨΕ͹
    TVCTDSJQUJPO
    Λ୳ͤ͹͍͍
    w QBDLXFSLΛೖΕΔ΄ͲͰ͸ͳ͍
66. ҭͯํͦͷᶆ
    ςετΛ͔ͬ͠Γॻ͘
67.  ςετΛ͔ͬ͠Γॻ͘
    dॳظ͔Βςετ͸ްΊʹॻ͍ͯΔd ͔ͳΓॳظ͔ΒҎ্ΛΩʔϓ
68.  εϚʔτόϯΧʔͷςετ΁ͷ૝͍
69.  w VTFS@TQFDSC
    w "DUJWF3FDPSEͷόϦσʔγϣϯ΍ؔ࿈ͷςετ
    w VTFSTQVCMJD@JOTUBODF@NFUIPET@TQFDSC
    w Πϯελϯεϝιουͷςετ
    w VTFSTQVCMJD@DMBTT@NFUIPET@TQFDSC
    w Ϋϥεϝιουͷςετ ςετΛ͔ͬ͠Γॻ͘
    dςετϑΝΠϧΛͭʹ෼ׂͯ͠Δd *%&తʹෆར͚ͩͲɺςετϑΝΠϧ͕ ௕͘ͳΓա͗ͳ͍ͷ͕͍͍ͱ͜Ζ
70. ࠓ೔ͷ·ͱΊ
71.  ࠓ೔ͷ·ͱΊ ᶃ
    3BJMTͷߏ੒
    ඪ४
    
    (FN༻%JS
    
    αʔϏεͷ֎ଆͷ%JS
    
    .PEFMͷؔ࿈%JS ᶄ
    ͜ͷ਺ࣈ·Ͱεέʔϧ͖ͯͨ͠ྺ࢙ৼΓฦΓ ᶅ
    ҭͯํͷ޻෉
    .PEFM
    z૚z
    Λ'BUʹ͢Δ
    .PEFMΛݡ͘͢Δ
    υϝΠϯຖͷOBNFTQBDF
    ςετΛ͔ͬ͠Γॻ͘
72. ࠂ஌
76.  ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠