AWS CDKコントリビュートTIPS / aws-cdk-contribution-tips

2024/04/24開催 JAWS-UG CDK支部 #13 での登壇資料です。

Transcript

1. 
   LHPUP "84
   $%,
   ίϯτϦϏϡʔτ5*14 +"846(
   $%,ࢧ෦
   
   $%,։ൃपΓͰ஌ΔτϦϏΞࡇΓ
2. ࣗݾ঺հ
   LHPUP "84
   )&30 "84
   $%,ίϯτϦϏϡʔτ $PNNVOJUZ%SJWFO
   $%,
   $POTUSVDU
   -JCSBSZ "84πʔϧ
   DMT
   EFMTUBDL
   MBNWFS "84
   %FW5PPMT
   )FSP .BJOUBJOFS 5PQ
   $POUSJCVUPS
   5SVTUFE
   3FWJFXFS ࣗ࡞044 $%,
   $POTUSVDUϥΠϒϥϦ 9 5XJUUFS 
   !@TUFQ@UFDI
3. "84
   $%,
   ίϯτϦϏϡʔτ5*14
4. ࿩͢͜ͱɾ࿩͞ͳ͍͜ͱ ʲ࿩͢͜ͱʳ
   ‣ "84
   $%,ίϯτϦϏϡʔτʹ͓͚Δ ओʹ ࣮૷5*14
   ʲ࿩͞ͳ͍͜ͱʳ
   ‣ "84
   $%,ίϯτϦϏϡʔτͷ۩ମతͳ΍ΓํɾྲྀΕ
5. લఏ w ຊ5*14͸$%,ͷେ෦෼Λ઎ΊΔ-
   -
   $POTUSVDUͷ࣮૷Λର৅ʹͨ͠΋ͷ
   ‣ $%,
   $-* $%,
   5PPMLJU ଆͷ࣮૷Ͱ͸Ұ෦౰ͯ͸·Βͳ͍ͷͰ஫ҙ
   w αϯϓϧίʔυʹ.Z$POTUSVDU
   .Z$POTUSVDU1SPQTͳͲ͕ग़͖ͯ·͕͢ɺ $%,಺෦ͷίʔυͱ͍͏૝ఆͰ͢
   ‣ $%,ίϯτϦϏϡʔτ͍ͯ͠ΔγνϡΤʔγϣϯͱͯ͠ݟͯ΋Β͑ͨΒ
   ‣ ͦͷ.Z$POTUSVDUΛݺͼग़͢ίʔυ͸Ϣʔβʔଆͷ࣮૷ͷ૝ఆͰ͢
   w $%,͸5ZQF4DSJQU੡ͳͷͰɺຊࢿྉͷίʔυྫ΋5ZQF4DSJQUͰॻ͍͍ͯ·͢
6. "84
   $%,ίϯτϦϏϡʔτ5*14 ᶃ όϦσʔγϣϯͷ࢖͍෼͚
   ᶄ CDKͳΒͰ͸ͷ࣮૷ύλʔϯ
   ᶅ ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ
   ᶆ ޙํޓ׵ੑͷอূ
   ᶇ 1VMM
   3FRVFTUϧʔϧͱ஫ҙ
7. "84
   $%,ίϯτϦϏϡʔτ5*14 ᶃ όϦσʔγϣϯͷ࢖͍෼͚
   ᶄ CDKͳΒͰ͸ͷ࣮૷ύλʔϯ
   ᶅ ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ
   ᶆ ޙํޓ׵ੑͷอূ
   ᶇ 1VMM
   3FRVFTUϧʔϧͱ஫ҙ
8. ᶃόϦσʔγϣϯͷ࢖͍෼͚ w $%,ʹ͓͚ΔόϦσʔγϣϯͷ࢖͍෼͚
    ଈ࣌εϩʔ
    BEE7BMJEBUJPO
    "OOPUBUJPOT
    "TQFDUT
9. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
   ଈ࣌εϩʔʳ
   ‣ QSPQTͰड͚औͬͨ஋ΛJGจͰνΣοΫͯ͠εϩʔ
    Ұ൪ϝδϟʔͳόϦσʔγϣϯํ๏Ͱɺجຊతʹ͸͜ΕΛ࢖͑͹ྑ͍
    $POTUSVDUϑΣʔζͰൃՐ
   㾎 ϥΠϑαΠΫϧͷҰ൪खલͰ ΑΓૣ͘ ൃՐͰ͖ΔͷͰྑ͍
10. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    ଈ࣌εϩʔʳ
    ‣ 5PLFOʹ஫ҙ
     5PLFO
    
    ϥΠϑαΠΫϧͷޙΖͰղܾ͢Δ஋ΛԾͷ஋Ͱ֨ೲ͓ͯͨ͘͠Ίͷ࢓૊Έ
    㾎σϓϩΠ࣌ʹ஋͕ܾ·Δ$MPVE'PSNBUJPOͷ3FG
    㾎$POTUSVDUϑΣʔζޙʹ஋Λղܾ͢Δ-B[Z
     OVNCFS΍TUSJOHͷQSPQT͸5PLFOJT6OSFTPMWFE ͰτʔΫϯ͔Ͳ͏͔νΣοΫ͕ඞཁ
    㾎5PLFOͷ৔߹͸όϦσʔγϣϯΛ͠ͳ͍ Ͱ͖ͳ͍
    
    㾎QSPQT͸Ͳ͔͜ΒԿ͕౉ͬͯ͘Δ͔Θ͔Βͳ͍ͷͰɺৗʹ5PLFOͷՄೳੑΛൿΊ͍ͯΔ
11. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    ଈ࣌εϩʔʳ
    ‣ 5PLFOνΣοΫΛ͠ͳ͔ͬͨΒͲ͏ͳΔͷʁ
     $GO1BSBNFUFSܦ༝Ͱ஋͕౉͞Εͨ৔߹
    㾎࣮ࡍʹʮʯͱ͍͏਺஋Λ౉ͨ͠ͱͯ͠΋ʮʜʯͱ͍͏஋͕֨ೲ
    㾎JG
    QBSBN
    
    
    ͩͱΤϥʔʹ
     ͜ͷόϦσʔγϣϯ͸TZOUI࣌ $'OςϯϓϨʔτ߹੒࣌ ʹൃՐ͢Δ
    㾎$GO1BSBNFUFS͸EFQMPZ࣌ʹ஋͕ܾ·Δ5PLFOͳͷͰTZOUI࣌ʹ͸஋͕ෆ໌
12. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    ଈ࣌εϩʔʳ
    ‣ 5PLFOνΣοΫΛ͠ͳ͔ͬͨΒͲ͏ͳΔͷʁ
     4ͷόέοτ໊ ͳͲͷ$'OϦιʔε͕ฦ͢஋ ͕౉͞Εͨ৔߹
    㾎όέοτ໊΋EFQMPZ࣌ʹ஋͕ܾ·Δ5PLFOͳͷͰɺ͜ͷόϦσʔγϣϯ͕ൃՐ͢ΔTZOUI࣌ $'OςϯϓϨʔτ߹੒࣌ ʹ͸஋͕ෆ໌
13. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ
    ‣ /PEFΫϥεͷ࣋ͭBEE7BMJEBUJPOϝιουͰόϦσʔγϣϯ
     $POTUSVDUʹ7BMJEBUPSΛΞλον
     7BMJEBUFϑΣʔζͰൃՐ
    ‣ ίϯετϥΫλͰͷॳظԽ࣌఺ OFX Ͱͳ͘ɺϝιου౳͕ݺ͹Ε͔ͯΒ஋͕มΘ ΔέʔεΛόϦσʔτ͢Δʢ஗ԆධՁʣ
     ྫɿQSPQTͱϝιουͲͪΒͰ΋ηοτՄೳͳ഑ྻͷݸ਺ΛνΣοΫ
    㾎
    QSPQTͰ͸Կ΋౉ͣ͞ɺޙ͔ΒϝιουͰ഑ྻʹཁૉΛ௥Ճ͢Δ࢖͍ํ΋Ͱ͖Δέʔε
    㾎DPOTUSVDUPS಺ͰͷJGจͰଈ࣌εϩʔͩͱ෼ذΛ͢Γൈ͚ͯ͠·͏ͷͰBEE7BMJEBUJPO͕࠷ద
14. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ ͜Ε͕BEE7BMJEBUJPO
    Ҿ਺ʹ͸
    WBMJEBUF 
    TUSJOH<>ϝιου
    Λ࣋ͭ*7BMJEBUJPOܕ
    ͷΦϒδΣΫτΛ౉͢
15. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ WBMJEBUFϝιουͷఆٛ
    TUSJOH<>ʹΤϥʔΛೖΕͯฦ͢
    5ISPX͠ͳ͍
16. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ ॳظԽͷ࣌఺Ͱ͸
    ഑ྻͷཁૉ਺͸
    ҎԼͷՄೳੑ΋͋Δ QSPQTͰ͸Կ΋౉͞ͳͯ͘΋
    ॳظԽޙʹBEEϝιουͰ
    ͍͘ΒͰ΋௥ՃͰ͖Δ
17. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ ΋͠DPOTUSVDUPS಺ͷJGจͰ
    όϦσʔγϣϯΛ͍ͯͨ͠Β
    ͢Γൈ͚ΔՄೳੑ͕͋Δ ͦΜͳ஗ԆධՁʹ
    BEE7BMJEBUJPO
    Λ࢖͓͏ʂ
18. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ ͪΌΜͱΤϥʔʹͰ͖͍ͯΔ
19. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ
    ‣ -B[Z
     5PLFOͷҰछͰɺ$POTUSVDUॳظԽޙͷ஋Λ౉ͤΔ ஗Ԇ࣮ߦ
    㾎-$POTUSVDU͕಺෦Ͱ࣋ͭ-$POTUSVDUʹɺޙ͔ΒมߋͰ͖ΔϓϩύςΟΛ౉͢ࡍʹΑ͘࢖͏ ˞BEE7BMJEBUJPOͱ௚઀ؔ܎ͳ͍͕
    ஗Ԇ࣮ߦͱ͍͏఺Ͱࣅ͍ͯΔͷͰ঺հ BEE7BSJBCMF ࣮ߦޙͷ
    ഑ྻͷ஋Λ-ʹ౉ͤΔ
20. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ
    ‣ -B[Z
     $POTUSVDUͷࢀরॱংͷٯసɾ॥؀ґଘͷ࣮ݱ΋Մೳ $MPVE'PSNBUJPO্Ͱͷ॥؀ґଘ͸ղܾෆՄ ґଘ ґଘ 'VODUJPO͕"1*ʹґଘ͠
    "1*͕'VODUJPOʹґଘ͢Δ ී௨͸ґଘઌ͕ઌʹఆٛ
    ͞Ε͍ͯͳ͍ͱ͍͚ͳ͍͕
    ॥؀ґଘͳͷͰ೉͍͠ ˞BEE7BMJEBUJPOͱ௚઀ؔ܎ͳ͍͕
    ஗Ԇ࣮ߦͱ͍͏఺Ͱࣅ͍ͯΔͷͰ঺հ
21. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ
    ‣ -B[Z
     $POTUSVDUͷࢀরॱংͷٯసɾ॥؀ґଘͷ࣮ݱ΋Մೳ $MPVE'PSNBUJPO্Ͱͷ॥؀ґଘ͸ղܾෆՄ -B[Z஋Λఆ͓͖ٛͯ͠
    ͦΕΛ౉͓ͯ͘͠ ґଘ ґଘ ˞BEE7BMJEBUJPOͱ௚઀ؔ܎ͳ͍͕
    ஗Ԇ࣮ߦͱ͍͏఺Ͱࣅ͍ͯΔͷͰ঺հ
22. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    BEE7BMJEBUJPOʳ
    ‣ -B[Z
     $POTUSVDUͷࢀরॱংͷٯసɾ॥؀ґଘͷ࣮ݱ΋Մೳ $MPVE'PSNBUJPO্Ͱͷ॥؀ґଘ͸ղܾෆՄ ޙ͔Β֨ೲ͞Εͨ஋Λ
    -B[ZͰ౉ͤΔ ґଘ ґଘ ˞BEE7BMJEBUJPOͱ௚઀ؔ܎ͳ͍͕
    ஗Ԇ࣮ߦͱ͍͏఺Ͱࣅ͍ͯΔͷͰ঺հ
23. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    "OOPUBUJPOTʳ
    ‣ Τϥʔ΍ܯࠂΛ$POTUSVDUʹΞλον
     4ZOUIFTJ[FϑΣʔζͰൃՐ
    ‣ ܯࠂ͸ʮΤϥʔʹ͢Δ΄Ͳ͡Όͳ͍͚Ͳྑ͘͸ͳ͍ʯͱ͍͏ҙࢥදࣔʹศར
     ඇਪ঑ύϥϝʔλΛࢦఆͨ͠ͱ͖
     ࢦఆͨ͠ํ͕͍͍ύϥϝʔλΛࢦఆ͍ͯ͠ͳ͍ͱ͖
     ͋Δઃఆͷͱ͖ʹ͸ແޮʹͳΔύϥϝʔλΛࢦఆ͍ͯ͠Δͱ͖
24. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    "OOPUBUJPOTʳ
    ‣ Τϥʔͷڍಈ͕ಛ௃తͰɺ4ZOUIFTJ[FͰΤϥʔʹͳΔ͕ɺ߹੒ࣗମ͸੒ޭ͢Δ
     
    Ϋϥ΢υΞηϯϒϦ DELPVU಺ͷςϯϓϨʔτͳͲ Λੜ੒͢Δ
     ˞ଈ࣌εϩʔ΍BEE7BMJEBUJPOͰ͸ɺΤϥʔ࣌ʹΫϥ΢υΞηϯϒϦ͸ੜ੒͠ͳ͍
    ‣ ෳ਺ελοΫߏ੒BQQͰɺελοΫ͕"OOPUBUJPOTͰΤϥʔΛΞλον͞Εͯ΋ ਖ਼ৗͳελοΫͷTZOUI΍EFQMPZ͸੒ޭ͢Δ
     ྫɿ4UBDL"͸"OOPUBUJPOTͷΤϥʔ͕Ξλον
    4UBDL#͸ਖ਼ৗ
    㾎DEL
    <TZOUIcEFQPZ>
    4UBDL"z͸ΤϥʔʹͳΔ͕ɺDEL
    <TZOUIcEFQPZ>
    4UBDL#͸੒ޭ
    㾎 ˞ଈ࣌εϩʔ΍BEE7BMJEBUJPOͰ͸ελοΫʹΤϥʔ͕͋ΔͱଞελοΫ΋શ෦ࣦഊ͢Δ
25. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    "OOPUBUJPOTʳ
    ‣ ࢖͍෼͚ํ๏ Ұྫ
     Ϧιʔεͷఆٛͱ͓͔͍ͯ͠͠৔߹
    㾎ˠଈ࣌εϩʔ΍BEE7BMJEBUJPO
     $POUFYUͷMPPLVQ஋ 71$
    TVCOFU
    ";
    FUDʜ ͳͲͷ؀ڥతͳཁҼ͕ݪҼͷ৔߹
    㾎ˠ"OOPUBUJPOT
     Τϥʔʹ͢Δ·ͰͰ΋ͳ͍͚ͲܯࠂΛ͍ͨ͠ͱ͖
    㾎ˠ"OOPUBUJPOT
26. ᶃόϦσʔγϣϯͷ࢖͍෼͚ ʲ
    "TQFDUTʳ
    ‣ ಛఆͷείʔϓ πϦʔ ಺ͷશͯͷߏ੒ʹૢ࡞Λద༻
     1SFQBSFϑΣʔζͰൃՐ
    㾎˞όϦσʔγϣϯ༻ͷػೳͱ͍͏Θ͚Ͱ͸ͳ͍
     ಛఆͷछྨͷϦιʔεʹରͯ͠ҰݩతʹόϦσʔγϣϯ͍ͨ͠ͱ͖ʹศར
    㾎ྫɿ͢΂ͯͷ4ʹόʔδϣχϯάઃఆ͕ద༻͞Ε͍ͯΔ͔ ˞͜ͷྫͰ͸"OOPUBUJPOTͱ૊Έ߹Θ͍ͤͯΔͷͰ
    Τϥʔࣗମ͸4ZOUIFTJ[FϑΣʔζͰൃՐ͢Δ
27. ᶃόϦσʔγϣϯͷ࢖͍෼͚ w $%,ʹ͓͚ΔόϦσʔγϣϯͷ࢖͍෼͚
     ଈ࣌εϩʔ
     BEE7BMJEBUJPO
     "OOPUBUJPOT
     "TQFDUT
28. ᶃόϦσʔγϣϯͷ࢖͍෼͚ w ิ଍ɿBEE1SPQFSUZ0WFSSJEF౳ͰͷςϯϓϨʔτॻ͖׵͑λΠϛϯά
    ‣ ςϯϓϨʔτॻ͖׵͑ॲཧࣗମ͸4ZOUIFTJ[FϑΣʔζͰ࣮ߦ͞ΕΔͨΊɺઌड़ͷ ֤όϦσʔγϣϯ࣌ʹ͸ςϯϓϨʔτʹະ൓өͳͷͰ஫ҙ
     ҎԼέʔεͰ͸ ڪΒ͘૝ఆ֎Ͱ͋Ζ͏ Τϥʔ͕ൃՐ͠·͢
    㾎ྫ
    w $POTUSVDU಺ $POTUSVDUϑΣʔζ ͰBEE1SPQFSUZ0WFSSJEF 4ͷόʔδϣχϯάΛFOBCMFEʹ
    w "TQFDUT 1SFQBSFϑΣʔζ ͰόϦσʔγϣϯ όʔδϣχϯά͕FOBCMFE͡Όͳ͍ͳΒΤϥʔ
    㾎ྫ
    w "TQFDUT 1SFQBSFϑΣʔζ ͰBEE1SPQFSUZ0WFSSJEF 4ͷόʔδϣχϯάΛFOBCMFEʹ
    w BEE7BMJEBUJPO 7BMJEBUFϑΣʔζ ͰόϦσʔγϣϯ όʔδϣχϯά͕FOBCMFE͡Όͳ͍ͳΒΤϥʔ
29. ᶃόϦσʔγϣϯͷ࢖͍෼͚ w ิ଍ɿ$%,ʹ͓͚ΔΤϥʔपΓͷ஫ҙ఺
    ‣ ͳΔ΂͘ෆཁͳΤϥʔ͸ग़͞ͳ͍ํ͕ϢʔβʔϑϨϯυϦʔ ͳ͜ͱ΋͋Δ
     ແޮͳύϥϝʔλ ྫ
    ͋Δઃఆͷ࣌ʹ͸࢖ΘΕͳ͍஋ ͕ࢦఆ͞ΕͨέʔεͰ͸ҎԼ΋ݕ౼
    㾎ͨͩύϥϝʔλΛແࢹ
    㾎ࣗಈͰ஋Λॻ͖׵͑Δ
    㾎 "OOPUBUJPOTͰܯࠂ
    ˡ
    ܯࠂ͢Β͠ͳͯ͘ྑ͍͜ͱͷํ͕ଟ͍ ܯࠂ͸ϢʔβʹετϨεΛ༩͑Δ
    ‣ USZ
    DBUDI͸͠ͳ͍
     $%,͸ϦΧόϦՄೳͳΤϥʔΛฦ͞ͳ͍ͨΊ
     ΤϥʔͷΧελϜΫϥε΋࡞Δඞཁͳ͍
30. "84
    $%,ίϯτϦϏϡʔτ5*14 ᶃ όϦσʔγϣϯͷ࢖͍෼͚
    ᶄ CDKͳΒͰ͸ͷ࣮૷ύλʔϯ
    ᶅ ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ
    ᶆ ޙํޓ׵ੑͷอূ
    ᶇ 1VMM
    3FRVFTUϧʔϧͱ஫ҙ
31. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ w $%,ͳΒͰ͸ͷܕΛ࢖͍͜ͳͦ͏ʂ
     छผܥʹ͸TUSJOHͰͳ͘FOVNΛ
     छผܥʹ͸&OVNMJLFΫϥε΋
     ࣌ؒ ඵ ෼ ࣌ؒ FUDʜ ʹ͸OVNCFSͰͳ͘%VSBUJPOΛ
     σΟεΫͳͲͷαΠζʹ͸OVNCFSͰͳ͘4J[FΛ
32. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ ʲ
    छผܥʹ͸TUSJOHͰͳ͘FOVNΛʳ
    ‣ બ୒Ͱ͖Δ஋͕ܾ·͍ͬͯΔΑ͏ͳέʔε
     ྫɿ<26&6&%
    c
    461&34&%&%
    c
    1"3"--&->͕ՄೳͳFYFDVUJPO.PEFϓϩύςΟ
33. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ ʲ
    छผܥʹ͸&OVNMJLFΫϥε΋ʳ
    ‣ جຊతͳ஋͸ఏڙ͢Δ͕ɺϢʔβʔଆͰΧελϜ஋΋ڐՄ͍ͨ͠έʔε
     3%4ͷΤϯδϯόʔδϣϯͳͲ ͜ͷΫϥεΛ֦ு͢Δ͜ͱ΋ߟྀͯ͠QSJWBUFͰͳ͘QSPUFDUFEʹ ֎͔ΒίϯετϥΫλʔΛݺ΂ͳ͍Α͏ʹ FOVNͷΑ͏ʹݺ΂Δʂ ΧελϜ஋΋ʂ
34. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ ʲ
    ࣌ؒ ඵ ෼ ࣌ؒ FUDʜ ʹ͸OVNCFSͰͳ͘%VSBUJPOΛʳ
    ‣ ೖྗ͢Δ஋ͷൣғͱͯ͠ඵͰ΋෼Ͱ΋͋ΓಘΔΑ͏ͳέʔε
35. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ ʲ
    σΟεΫͳͲͷαΠζʹ͸OVNCFSͰͳ͘4J[FΛʳ
    ‣ ೖྗ͢Δ஋ͷൣғͱͯ͠.# .JC Ͱ΋,# ,JC Ͱ΋͋ΓಘΔΑ͏ͳέʔε
36. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ w $%,ͳΒͰ͸ͷܕΛ࢖͍͜ͳͦ͏ʂ
     छผܥʹ͸TUSJOHͰͳ͘FOVNΛ
     छผܥʹ͸&OVNMJLFΫϥε΋
     ࣌ؒ ඵ ෼ ࣌ؒ FUDʜ ʹ͸OVNCFSͰͳ͘%VSBUJPOΛ
     σΟεΫͳͲͷαΠζʹ͸OVNCFSͰͳ͘4J[FΛ
37. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ w QSPQT΍$POTUSVDUͰެ։͢ΔϦιʔε͸ந৅ JOUFSGBDFܕ ʹ
    ‣ ελοΫ֎͔ΒJNQPSU͞Εͨ ಡΈࠐΈઐ༻ Ϧιʔε΋ѻ͑ΔΑ͏ʹ
     JOUFSGBDFܕʹ͸جຊతʹͦͷϦιʔεΛߋ৽͢Δϝιου͕ೖ͍ͬͯͳ͍
     ϦιʔεΛ࡞ͬͨ$POTUSVDUҎ֎͔Βߋ৽Ͱ͖ͳ͘͢ΔϝϦοτ΋ ܕΩϟετ͠ͳ͍ݶΓ
38. ᶄ$%,ͳΒͰ͸ͷ࣮૷ύλʔϯ w -
    $POTUSVDU಺Ͱ࡞ΔϓϥΠϚϦϦιʔεͷ*%Λ3FTPVSDFʹ
    ‣ ओʹϝΠϯͷ-
    $POTUSVDU
    
    ྫɿ4242VFVFͷதͷ$GO2VFVF
     ࿦ཧ*%ʹϦιʔεͷ*%ؚ͕·Εͳ͍Α͏ʹͳΔͨΊ୹͘ͳΔ
    㾎*%.Z2VFVFͷ৔߹ɿ.Z$POTUSVDU.Z2VFVF"#$
    㾎*%3FTPVSDFͷ৔߹ɿ.Z$POTUSVDU"#$
39. "84
    $%,ίϯτϦϏϡʔτ5*14 ᶃ όϦσʔγϣϯͷ࢖͍෼͚
    ᶄ CDKͳΒͰ͸ͷ࣮૷ύλʔϯ
    ᶅ ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ
    ᶆ ޙํޓ׵ੑͷอূ
    ᶇ 1VMM
    3FRVFTUϧʔϧͱ஫ҙ
40. ᶅ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ w 6OJPOܕ͸࢖༻ͯ͠͸͍͚ͳ͍
    ‣ $%,͸༷ʑͳݴޠ͕αϙʔτ͞Ε͍ͯΔ
     5ZQF4DSJQUͰ࣮૷ͨ͠$%,ຊମͷίʔυΛɺKTJJʹΑͬͯଞݴޠʹม׵
     5ZQF4DSJQUͷ6OJPOͷΑ͏ͳ΋ͷΛαϙʔτ͍ͯ͠ͳ͍ݴޠ΋͋Δ
41. ᶅ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ w 6OJPOܕ͸࢖༻ͯ͠͸͍͚ͳ͍
    ‣ ͡Ό͋Ͳ͏͢Δʁ
     ͦΕͧΕͰҾ਺Λม͑ͨTUBUJDϝιουΛ࣋ͭΫϥεͰ୅༻ͨ͠Γ
    
     FOVNͰ୅༻ͨ͠Γ
42. ᶅ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ w ϓϩύςΟ͸ͳΔ΂͘ೖΕࢠʢωετʣʹͤͣϑϥοτʹ
    ‣ +BWBͳͲͰਏ͍ͨΊ
    ‣ ϑϥοτʹ͢Δ୅ΘΓʹϓϩύςΟ໊͸޻෉͢Δ ͬͪ͜ͷωετΑΓ΋ ͬͪ͜ͷϑϥοτͳํ͕޷·͍͠
43. ᶅ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ w ϓϩύςΟ͸ͳΔ΂͘ೖΕࢠʢωετʣʹͤͣϑϥοτʹ
    ‣ ඞਢϓϩύςΟΛΦϓγϣφϧʹ͠ͳ͍ͱ͍͚ͳ͍έʔε͕͋Δ
     ຊདྷɺࠨԼͷΑ͏ͳఆٛͩͬͨ৔߹ɺ૝ఆ͠ͳ͍ೖྗ஋ͷ૊Έ߹Θ͕ͤ௨ͬͯ͠·͏ ยํͷΈͷࢠͷࢦఆͰ΋ܕ͕௨ͬͯ͠·͏ʂ ਌Λࢦఆ͠ͳ͍ ͭ·Γ྆ํͷࢠ΋ະࢦఆ ͔
    ਌Λࢦఆ্ͨ͠Ͱ྆ํͷࢠΛࢦఆ͢Δ͔ l྆ํͷࢠΛະࢦఆzΛ࣮ݱ͢ΔͨΊʹ
    ͜͏͠ͳ͍ͱ͍͚ͳ͍͕ɾɾɾ
44. ᶅ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ w ϓϩύςΟ͸ͳΔ΂͘ೖΕࢠʢωετʣʹͤͣϑϥοτʹ
    ‣ ඞਢϓϩύςΟΛΦϓγϣφϧʹ͠ͳ͍ͱ͍͚ͳ͍έʔε͕͋Δ
     ຊདྷɺࠨԼͷΑ͏ͳఆٛͩͬͨ৔߹ɺ૝ఆ͠ͳ͍ೖྗ஋ͷ૊Έ߹Θ͕ͤ௨ͬͯ͠·͏
     ˠ
    όϦσʔγϣϯͰΧόʔ
45. "84
    $%,ίϯτϦϏϡʔτ5*14 ᶃ όϦσʔγϣϯͷ࢖͍෼͚
    ᶄ CDKͳΒͰ͸ͷ࣮૷ύλʔϯ
    ᶅ ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ
    ᶆ ޙํޓ׵ੑͷอূ
    ᶇ 1VMM
    3FRVFTUϧʔϧͱ஫ҙ
46. ᶆޙํޓ׵ੑͷอূ w ഁյతมߋ͸μϝʂθολΠʂ
    ЋϞδϡʔϧΛআ͘
    ‣ $%,ͷόʔδϣϯΛ্͛ͨΒɾɾɾ
     ٸʹΤϥʔʹͳͬͨ
     Ϧιʔε࡟আɾஔ׵͕ى͖ͯ%#ͳͲͷσʔλଛࣦ΍αʔϏεதஅ͕ൃੜͨ͠
    㾎࿦ཧ*%͕มߋ͞Εͯ͠·ͬͨ
    㾎ஔ׵͕ඞཁͳϓϩύςΟ͕มߋ͞Εͯ͠·ͬͨ
47. ᶆޙํޓ׵ੑͷอূ w ഁյతมߋ͸μϝʂθολΠʂ
    ЋϞδϡʔϧΛআ͘
    ‣ ྫ
    ඞਢ㱻Φϓγϣφϧͷมߋ
     QSPQT΍ϝιουͷϓϩύςΟɹɹ
    
    Φϓγϣφϧˠඞਢ
     ΫϥεͰެ։͍ͯ͠ΔϓϩύςΟɹ
    
    ඞਢˠΦϓγϣφϧ
48. ᶆޙํޓ׵ੑͷอূ w ഁյతมߋ͸μϝʂθολΠʂ
    ЋϞδϡʔϧΛআ͘
    ‣ ྫ
    ඞਢ㱻Φϓγϣφϧͷมߋ
     QSPQT΍ϝιουͷϓϩύςΟɹɹ
    Φϓγϣφϧˠඞਢ
     ΫϥεͰެ։͍ͯ͠ΔϓϩύςΟɹ
    
    ඞਢˠΦϓγϣφϧ ඞਢʹͨ͠Βɾɾɾ ࠓ·Ͱಈ͍͍ͯͨίʔυ͕Τϥʔʹʂ
49. ᶆޙํޓ׵ੑͷอূ w ഁյతมߋ͸μϝʂθολΠʂ
    ЋϞδϡʔϧΛআ͘
    ‣ ྫ
    ඞਢ㱻Φϓγϣφϧͷมߋ
     QSPQT΍ϝιουͷϓϩύςΟɹɹ
    
    Φϓγϣφϧˠඞਢ
     ΫϥεͰެ։͍ͯ͠ΔϓϩύςΟɹ
    
    ඞਢˠΦϓγϣφϧ Φϓγϣφϧʹͨ͠Βɾɾɾ VOEF fi OFEΤϥʔʹͳͬͨʂ
50. ᶆޙํޓ׵ੑͷอূ w ΤϥʔʹͳΒͣσʔλଛࣦ΍αʔϏεதஅ͕ൃੜ͠ͳ͚Ε͹͍͍ͷʁ
    ‣ ഁյతมߋͰ͸ͳ͍
    ‣ ͔͠͠ɺεφοϓγϣοτςετͷࣦഊΛҾ͖ىͯ͜͠͠·͏ͷͰͳΔ΂͘ආ͚Δ
     Ϣʔβʔ͕ࠞཚ͢Δ
    ‣ ͨͩ͠ɺόάͷ৔߹͸΋ͪΖΜมߋ͠ͳ͍ͱόά͕௚Βͳ͍ͷͰมߋ͸ڐ༰
     ͕ɺͦΕʹΑΓϦιʔεஔ׵͕ى͖Δ৔߹͸ɺόάͩͱͯ͠΋ഁյతมߋʹͳΔͷͰ/(
51. ᶆޙํޓ׵ੑͷอূ w ΋͠ഁյతมߋ ʹͳΓͦ͏ͳ͜ͱ ͕͍ͨ͠ͱ͖
    
    ৽نϓϩύςΟ΍ϝιουΛ௥Ճͯ͠ɺݹ͍ํʹ͸!EFQSFDBUFEϥϕϧΛ෇༩
     ඇਪ঑ύϥϝʔλ͕Ϣʔβʹࢦఆ͞Εͨ৔߹͸"OOPUBUJPOTͷBEE8BSOJOH7Ͱܯࠂ
    
    ػೳϑϥάͰϢʔβʔͷΦϓτΠϯ DELKTPO ʹΑΔಈ࡞มߋ
52. ᶆޙํޓ׵ੑͷอূ w ΋͠ഁյతมߋ ʹͳΓͦ͏ͳ͜ͱ ͕͍ͨ͠ͱ͖
    
    ৽نϓϩύςΟ΍ϝιουΛ௥Ճͯ͠ɺݹ͍ํʹ͸!EFQSFDBUFEϥϕϧΛ෇༩
     ඇਪ঑ύϥϝʔλ͕Ϣʔβʹࢦఆ͞Εͨ৔߹͸"OOPUBUJPOTͷBEE8BSOJOH7Ͱܯࠂ
    
    ػೳϑϥάͰϢʔβʔͷΦϓτΠϯ DELKTPO ʹΑΔಈ࡞มߋ
53. ᶆޙํޓ׵ੑͷอূ w ΋͠ഁյతมߋ ʹͳΓͦ͏ͳ͜ͱ ͕͍ͨ͠ͱ͖
    
    ৽نϓϩύςΟ΍ϝιουΛ௥Ճͯ͠ɺݹ͍ํʹ͸!EFQSFDBUFEϥϕϧΛ෇༩
     ඇਪ঑ύϥϝʔλ͕Ϣʔβʹࢦఆ͞Εͨ৔߹͸"OOPUBUJPOTͷBEE8BSOJOH7Ͱܯࠂ
    
    ػೳϑϥάͰϢʔβʔͷΦϓτΠϯ DELKTPO ʹΑΔಈ࡞มߋ $%,ຊମ ͱ͋Δ-
    $POTUSVDU಺ ͷ࣮૷ DEL
    JOJU࣌ʹɺϦϦʔε͞Ε͍ͯΔػೳϑϥά͕શͯUSVFͰDELKTPOʹ֨ೲ͞Ε
    ͦΕҎ߱ʹϦϦʔε͞Εͨ΋ͷ͸Ϣʔβʔ͕໌ࣔతʹ௥هɾUSVFࢦఆ͕ඞཁ
54. ᶆޙํޓ׵ੑͷอূ w ΋͠ഁյతมߋ ʹͳΓͦ͏ͳ͜ͱ ͕͍ͨ͠ͱ͖
    ‣ ՄೳͰ͋Ε͹ͷํ๏͕๬·͍͠
     ʮ
    ৽نϓϩύςΟ΍ϝιουΛ௥Ճͯ͠ɺݹ͍ํʹ͸!EFQSFDBUFϥϕϧΛ෇༩ʯ
    ‣ ͷػೳϑϥά͸ඇہॴతͳޮՌ͕͋Γҙਤ͠ͳ͍ӨڹΛҾ͖ى͜͢Մೳੑ͕͋Δ
     ͦͷ$POTUSVDUΛ࢖༻͍ͯ͠Δผͷ$POTUSVDUͷڍಈ·Ͱมߋͯ͠͠·ͬͨΓ
     ΧελϜϦιʔεɾDPSFϞδϡʔϧͳͲͷӨڹൣғͷ޿͍΋ͷ͸ಛʹ஫ҙ
55. ᶆޙํޓ׵ੑͷอূ w JOUFHςετ JOUFHUFTUTBMQIBϞδϡʔϧ Ͱมߋͷൃݟ
    ‣ طଘͷϦιʔεมߋΛݕ஌
    ‣ ഁյతมߋ΋ݕ஌ͯ͠Τϥʔʹͯ͘͠ΕΔ
56. "84
    $%,ίϯτϦϏϡʔτ5*14 ᶃ όϦσʔγϣϯͷ࢖͍෼͚
    ᶄ CDKͳΒͰ͸ͷ࣮૷ύλʔϯ
    ᶅ ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ
    ᶆ ޙํޓ׵ੑͷอূ
    ᶇ 1VMM
    3FRVFTUϧʔϧͱ஫ҙ
57. ᶇ1VMM
    3FRVFTUϧʔϧͱ஫ҙ w 1VMM
    3FRVFTU 13 ͷϧʔϧ
    ‣ 13ͷछྨ͝ͱʹมߋ͕ඞཁͳ 13ʹࠩ෼ΛؚΊͳ͍ͱ͍͚ͳ͍ ϑΝΠϧ͕͋Δ
     ࠩ෼ʹ͍Εͳ͍ͱ13্Ͱ$*͕ΤϥʔʹͳΔ VOJU
    UFTU JOUFH
    UFTU TOBQTIPU 3&"%.& GFBU ඞཁ ඞཁ ඞཁ fi Y ඞཁ ඞཁ 
    DIPSF 
    
    
    EPDT 
    
    
    UFTU 
    
    
    SFGBDUPS 
    
    
    
58. ᶇ1VMM
    3FRVFTUϧʔϧͱ஫ҙ w 1VMM
    3FRVFTU 13 ͷϧʔϧ
    ‣ 13ͷछྨ͝ͱʹมߋ͕ඞཁͳ 13ʹࠩ෼ΛؚΊͳ͍ͱ͍͚ͳ͍ ϑΝΠϧ͕͋Δ
     ඞཁͳͦ͞͏ͩͱࢥͬͨΒʮ&YFNQUJPO
    3FRVFTU
    
    ཧ༝ʯͱίϝϯτ
     ϝϯςφ͕ଥ౰ͩͱ൑அͨ͠Βෆཁʹͯ͘͠ΕΔ
59. ᶇ1VMM
    3FRVFTUϧʔϧͱ஫ҙ w 1VMM
    3FRVFTU 13 ͷϧʔϧ
    ‣ 13λΠτϧͷܗࣜ
    ˠ
    ʰ13छྨ Ϟδϡʔϧ 
    આ໌ʱ
     13छྨɿ$POWFOUJPOBM
    $PNNJUT
    ࢓༷
    㾎GFBU
    fi Y
    DIPSF
    EPDT
    UFTU
    SFGBDUPS
     Ϟδϡʔϧ
    
    JNQPSUจʹॻ͘΍ͭ େମ"84αʔϏε͝ͱ
    㾎ʮBXTʯ͸লུ
    㾎ЋϞδϡʔϧͷʮBMQIBʯ΋লུ GFBU DPEFQJQFMJOF 
    QJQFMJOF
    UZQF
    7
    fi Y FD 
    JOTUBODF
    GBJMT
    XIFO
    YYY
    JT
    TQFDJ fi FE
    DIPSF BQJHBUFXBZ 
    fi Y
    UZQP
    GPS
    ZZZ
    EPDT BQQSVOOFS 
    BEE
    EFTDSJQUJPO
    GPS
    [[[
60. ᶇ1VMM
    3FRVFTUϧʔϧͱ஫ҙ w 1VMM
    3FRVFTU 13 ͷ஫ҙ
    ‣ 13λΠτϧ͸جຊతʹ͸খจࣈʹ ಄จࣈ΋ʂ ݻ༗໊ࢺ͸0,
    ɹɹ'FBU T 
    HSBOU
    NFUIPE
    ɹɹGFBU 4 
    HSBOU
    NFUIPE
    ɹɹGFBU T 
    (SBOU
    NFUIPE
    ɹɹGFBU T 
    HSBOU
    NFUIPE
    ɹɹGFBU T 
    ABVUP%FMFUF0CKFDUTA
    QSPQFSUZ
    ɹɹGFBU FMC 
    5-4
    QPMJDZ
    
    ɹɹGFBU TUFQGVODUJPOTUBTLT 
    BEE
    WBMJEBUJPOT
    GPS
    A&NS$SFBUF$MVTUFSA
61. ᶇ1VMM
    3FRVFTUϧʔϧͱ஫ҙ w 1VMM
    3FRVFTU 13 ͷ஫ҙ
    ‣ 'JYܥͷ13λΠτϧ
    ɹɹͲ͏௚͔ͨ͠
    ɹɹɹ fi Y BVUPTDBMJOH 
    VTF
    BEKVTUNFOU
    UZQF
    GPS
    TUFQ
    TDBMJOH
    ɹɹͲΜͳόά͕ى͖͔ͨ
    ɹɹɹ fi Y BVUPTDBMJOH 
    TUFQ
    TDBMJOH
    XJUIPVU
    BEKVTUNFOU
    UZQF
    GBJMT ͦͷ௚͠ํ͕ద੾͔Ͳ͏͔Θ͔Βͳ͍͠
    13ΛݟΔଆ͸όάͷ಺༰͕஌Γ͍ͨͷͰ
62. "84
    $%,ίϯτϦϏϡʔτ5*14 ᶃ όϦσʔγϣϯͷ࢖͍෼͚
    ᶄ CDKͳΒͰ͸ͷ࣮૷ύλʔϯ
    ᶅ ༷ʑͳݴޠͰͷ࢖༻Λҙ࣮ࣝͨ͠૷ύλʔϯ
    ᶆ ޙํޓ׵ੑͷอূ
    ᶇ 1VMM
    3FRVFTUϧʔϧͱ஫ҙ
63. ࢀর w ࠓ೔ͷ࿩ͷׂ͸ͪ͜Βʹࡌ͍ͬͯ·͢ ίϯτϦϏϡʔτΨΠυϥΠϯ σβΠϯ ઃܭ ΨΠυϥΠϯ IUUQTHJUIVCDPNBXTBXTDELCMPCNBJOEPDT%&4*(/@(6*%&-*/&4NE IUUQTHJUIVCDPNBXTBXTDELCMPCNBJO$0/53*#65*/(NE
64. ຊ౰͸ೖΕ͔͚ͨͬͨͲ͕࣌ؒͳͯ͘আ֎ͨ͠΋ͷ w 3&"%.&Ͱͷίʔυεχϖοτ ίʔυϒϩοΫ
    ‣ SPTFUUB
     EFGBVMUUT fi YUVSF
     YYYUT fi YUVSF IUUQTHJUIVCDPNBXTBXTDELCMPCNBJO$0/53*#65*/(NESPTFUUB ͱΓ͋͑ͣ͜ΕΛ಄ͷย۱ʹೖΕ͓ͯ͘ͱ
    ͍͔ͭίϯτϦϏϡʔτ࣌ʹ໾ʹཱ͔ͭ΋ʜ
65. એ఻ ࣗ࡞OSS
66. ࣗ࡞044
    "84πʔϧ ʲEFMTUBDLʳ"84
    $MPVE'PSNBUJPOελοΫڧ੍࡟আπʔϧ
    ‣ IUUQTHJUIVCDPNHPUPLEFMTUBDL
    ʲDMTʳ4όέοτΛߴ଎ʹ࡟আɾۭʹ͢Δπʔϧ
    ‣ IUUQTHJUIVCDPNHPUPLDMT
    ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ
    ‣ IUUQTHJUIVCDPNHPUPLMBNWFS
67. ࣗ࡞044
    "84πʔϧ ʲEFMTUBDLʳ"84
    $MPVE'PSNBUJPOελοΫڧ੍࡟আπʔϧ $'O࡟আͰࣦഊ͢ΔϦιʔε͕͋ͬͯ΋ָʑڧ੍࡟আʂ
    ର࿩Ͱݕࡧͯ͠ɺෳ਺ελοΫҰׅ࡟আՄೳʂ
    ґଘؔ܎ΛՃຯͯ͠৽͍͠΋ͷ͔Βॱʹ࡟আ
68. ࣗ࡞044
    "84πʔϧ ʲDMTʳ4όέοτΛߴ଎ʹ࡟আɾۭʹ͢Δπʔϧ ର࿩Ͱݕࡧͯ͠ɺෳ਺όέοτҰׅ࡟আՄೳʂ
    ඇݱߦόʔδϣϯͷΈ࡟আ΋Մೳʂ ʲ
    WϦϦʔεʳ
    ࡟আ଎౓͕
    ໿ഒ
    ʹʂʂ
    ϝϞϦޮ཰΋͔ͳΓվળʂʂ
69. ࣗ࡞044
    "84πʔϧ ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ
70. ࣗ࡞044
    "84πʔϧ ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ Ϧʔδϣϯԣஅݕࡧʂ
    $47ग़ྗΦϓγϣϯ΋͋Γʂ
71. ࣗ࡞044
    "84
    $%,
    $POTUSVDU
    ϥΠϒϥϦ ʲJNBHFTDBOOFSXJUIUSJWZʳ$%,Ͱ5SJWZͰίϯςφΠϝʔδεΩϟϯ
    ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIUSJWZ
    ʲJNBHFTDBOOFSXJUIEPDLMFʳ$%,Ͱ%PDLMFͰίϯςφΠϝʔδεΩϟϯ
    ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIEPDLMF
    ʲFMCPUIFSYYBMBSNʳ$%,ͰϚΠφʔͳYY   ͷ&-#ΞϥʔϜ
    ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIEPDLMF
72. CDKίϯτϦϏϡʔτ ͯ͠Έ·͠ΐ͏ʂ Կ͔͋Ε͹αϙʔτ͠·͢ʂ
73. 5IBOL
    :PV LHPUP
    9 5XJUUFS 
    !@TUFQ@UFDI