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Microservices を支える Infrastructure as Software / CloudNative Days Tokyo 2019 #CNDT2019 #OSDT2019 #RoomB

Microservices を支える Infrastructure as Software / CloudNative Days Tokyo 2019 #CNDT2019 #OSDT2019 #RoomB

Microservices を支える Infrastructure as Software
CloudNative Days Tokyo 2019 #CNDT2019 #OSDT2019 #RoomB

Kodai Sakabe

July 23, 2019
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  1. .JDSPTFSWJDFTΛࢧ͑Δ
    *OGSBTUSVDUVSFBT4PGUXBSF
    $MPVE/BUJWF%BZT5PLZP
    +VM
    8BOUFEMZ *ODc,PEBJ4BLBCF!LPVEBJJJ
    1

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  2. ࿩͢͜ͱ
    ຊ ൪ ؀ ڥ ʹ ͓ ͚Δ $ M P V E / B U J W F ͱ Ͳ͏ ෇ ͖ ߹ ͏ ͔ ͕ ओ ୊ Ͱ͢ɻ
    ʮ.JDSPTFSWJDFTΛࢧ͑Δ*OGSBTUSVDUVSFBT4PGUXBSFʯͱ͸ɺ
    .JDSPTFSWJDFT؀ڥʹ͓͚Δ֤αʔϏεͷ৴པੑ΍։ൃऀʹߩݙ͢
    ΔͨΊͷ4PGUXBSFΛࢦ͠·͢ɻ͜ͷΑ͏ͳج൫ͷॆ࣮Λߦ͏͜ͱ
    ʹΑΓɺ։ൃऀ͸ΑΓαʔϏεͷίΞͳ෦෼ʹूதͰ͖·͢ɻ͜ͷ
    औΓ૊Έʹ͍͓ͭͯ࿩Ͱ͖Ε͹ͱࢥ͍·͢ɻ
    2
    . J D S P T F S W J D F T Λ ࢧ ͑ Δ * O G S B T U S V D U V S F B T 4 P G U X B S F

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  3. X
    X
    X
    3
    8 I Z
    ڧ͍ج൫͚͕ͩ
    αʔϏε։ൃऀͷ૑଄ྗΛҾ͖ग़͢

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  4. $3&"5&
    "803-%8)&3&
    803,
    %3*7&41"44*0/
    8BOUFEMZ *OD
    4

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  5. 063(0"-4
    8BOUFEMZ *OD
    % J T D P W F S $ P O O F D U
    & O H B H F 4 / 4
    $ S F B U F B X P S M E X I F S F X P S L E S J W F T Q B T T J P O


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  6. ΞδΣϯμ
    w ݱࡏʹࢸΔ·ͰͷΠϯϑϥج൫
    w ՝୊ͷ੔ཧͱಋೖ·ͰͷྲྀΕ
    ͜ Ε · Ͱ ग़ ͯ ͖ ͨ ՝ ୊ ͱ ղ ܾ
    w Χεέʔυো֐
    w ΠϯϑϥىҼͷো֐
    ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊
    w 4-*ҡ ࣋ ͠ ͳ ͕ Β ٕज़ϨϕϧΛ্͛Δ౤ࢿ
    w ج൫ʹؔΘΔ4PGUXBSFͷॆ࣮
    ٕ ज़ త ౤ ࢿ


    . J D S P T F S W J D F T Λ ࢧ ͑ Δ * O G S B T U S V D U V S F B T 4 P G U X B S F

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  7. ͜Ε·Ͱग़͖ͯͨ՝୊ͱղܾ
    ݱ ࡏ ʹ ࢸ Δ · Ͱ ͷ Π ϯϑ ϥ ج ൫
    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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  8. ෼ࢄγεςϜͷڴҖ
    ൃ ද
    ૿ ͑ ଓ ͚ΔϚΠΫ ϩ α ʔ ϏεͰ ى ͜
    Δ ໰ ୊ Λ ൃ ද ɻ Ұ ؏ ੑ ͋ Δ ج ൫ ɺ ω
    ο τ ϫ ʔ ΫΤ ϥ ʔɺ % B U B T U P S F Ϙ
    τϧ ω ο Ϋɺ σʔ λ ߋ ৽ ʹ Α Δ Πϕ
    ϯ τ ఻ ൖ ͳ Ͳͷ ՝ ୊ Λ ঺ հ ͨ͠
    I U U Q T T Q F B L F S E F D L D P N
    L P V E B J J J W E P U
    O V N C F S D P O U B J O F S E B Z T K Q


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  9. ղܾͨ͠՝୊
    ݱ ࡏ ʹ ࢸ Δ · Ͱ ͷ Π ϯ ϑ ϥ ج ൫
    w ϚΠΫϩαʔϏεͷ੹຿ΛఆΊͨ3F"SDIJUFDUVSF
    w $MPVE1VC4VCΛ༻͍ͨσʔλ఻೻ʹΑΔ੔߹ੑ
    Ұ ؏ ੑ ͋ Δ ج ൫
    w ౷ܭత൑அ͕औΕΔΑ͏ʹ*TUJPΛ༻͍ͨ0CTFSWBCJMJUZ޲্
    w LVCFEOTͷTDBMFVQPVUʹ૬ؔ͢Δ͜ͱ͕Θ͔ͬͨ
    ω ο τ ϫ ʔ ΫΤ ϥ ʔ
    w $MPVE1VC4VCΛ࢖ͬͨج൫Λ࠾༻
    w 8PSLJOH(SPVQΛઃཱ͠ɺશࣾద༻ࡁΈ
    σʔ λ ߋ ৽ ʹ Α Δ Πϕ ϯ τ ఻ ൖ


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  10. ະղܾͷ՝୊
    ݱ ࡏ ʹ ࢸ Δ · Ͱ ͷ Π ϯ ϑ ϥ ج ൫
    w ৽نϚΠΫϩαʔϏε͸ϩʔυςετͳͲΛ࣮ࢪ͠࠷దղ
    w طଘʹ͍ͭͯ͸ɺ۩ମతͳ՝୊͕ͳ͍ͨΊऔΓ૊Έʹ͍͘ɹɹɹɹɹ
    % B U B T U P S F Ϙ τϧ ω ο Ϋ
    w 1SPEVDUJPO3FBEZ͕͋ͬͯ΋Ϛϯύϫʔ͕ґવͱͯ͠࢒Δ
    w αʔΩοτϒϨʔΧʔɺ3FUSZɺ5JNFPVU౳औΓ૊ΉՕॴ͕͋Δ
    ' B V M U * T P M B U J P O
    w UFSSBGPSNNPEVMFͳͲ͍͔ͭ͘վળͭͭ͠΋ہॴత
    w "QQMJDBUJPOMBZFSͰ͸ɺڞ௨ϥΠϒϥϦΛ࡞੒͠վળ


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  11. ϓϩδΣΫτԽ
    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε
    w ଞνʔϜͰ΋͜ͷ՝୊͕ى͜Δ΋ͷΛ͔ʁ
    w πʔϧ͕ศརͳͷ͸Θ͔Δ͕ҰݴͰԿΛղܾ͔͔ͨͬͨ͠ʁ
    ՝ ୊ ͷ ݟ ۃ Ί
    w ྺ࢙͔Βݱࡏ·Ͱͷݪཧݪଇɾઃܭࢥ૝͕֎Εͯͳ͍͔ʁ
    w σβΠϯυΩϡϝϯτΛಡΉ
    ໨ ࢦ ͢ ํ ޲ ɺ ํ ਑
    w πʔϧͷϩʔυϚοϓ͔Β֎Εͯ͠·ͬͯͳ͍͔ʁ
    w ൚༻తʹར༻ՄೳʹͰ͖ͳ͍͔ʁ
    શ ࣾ ͱ ͯ͠ ٕ ज़ Ϩ ϕ ϧ Λ ͋ ͛Ε ͳ ͍ ͔


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  12. 9

    9

    9
    12
    1 S P C M F N T
    ՝୊ͷݟۃΊ
    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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  13. ϓϩδΣΫτΛউͪύλʔϯʹ৐ͤΔ
    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε
    w ՝୊ͱ੒Ռͷ੔ཧ੔಴
    w 8IZΛݴޠԽ
    ଞ ͔ Β Έͯ ΋ Θ ͔ Γ ΍ ͢ ͍ ੒ Ռ
    w Ͳ͜Ͱ΋ى͜ΓಘΔͷ͔ʁ
    w Ұ఺ʹूத͢Δͱ੒ޭ཰͕ߴ͍
    ࠜ ຊ త ͳ ໰ ୊ ͷ Έ ʹ ϑ Υ ʔΧ ε
    w αʔϏε։ൃऀ͕૬ஊ΍৘ใ͕ݟ͚ͭ΍͍͔͢
    w ಉ͡աͪΛड͚ͳ͍ͨΊͷϢʔεέʔεͷ੔උ
    ϕ ε τϓϥ Ϋ ςΟ ε ͷ ڞ ༗ ํ ๏


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  14. 9

    9

    9
    14
    7 J T J P O
    1 S P C M F N T

    ઃܭࢥ૝ɾݪཧݪଇ
    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε
    10$

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  15. ઃܭࢥ૝ɾݪཧݪଇ
    w ୭໊͔͕લΛ͚ͭͯΔՄೳੑ͕͋Δ 0CTFSWBCJMJUZ౳

    w ಉ͡՝୊ʹऔΓ૊ΜͰ͍Δ044୳͢
    Ұ ൠ త ʹ ݴ Θ Εͯ ͍ Δ ໰ ୊ ͔ ʁ
    w σβΠϯυΩϡϝϯτಡΉ
    w ՝୊ʹऔΓ૊ΉϞνϕʔγϣϯ΍Ծઆ͕ॻ͍ͯ͋Δ
    σβΠ ϯ υ Ωϡ ϝ ϯ τ Λ ಡ Ή
    w 10$PS.71Ͱࢼ͢
    w εέʔϥϏϦςΟΩϟύγςΟϓϥϯχϯάࣗಈԽՄೳ͔
    ղ ܾ ͨ͠ ͍ ՝ ୊ ͱ ͋ ͬͯ ͍ Δ


    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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  16. 9
    (BMMTMBX
    l"DPNQMFYTZTUFNUIBUXPSLTJTJOWBSJBCMZGPVOEUPIBWF
    FWPMWFEGSPNBTJNQMFTZTUFNUIBUXPSLFE"DPNQMFYTZTUFN
    EFTJHOFEGSPNTDSBUDIOFWFSXPSLTBOEDBOOPUCFQBUDIFEVQUP
    NBLFJUXPSL:PVIBWFUPTUBSUPWFSXJUIBXPSLJOHTJNQMF
    TZTUFNz
    ΰʔϧͷ๏ଇ
    ਖ਼ৗʹಈ࡞͢ΔෳࡶͳγεςϜ͸ɺྫ֎ͳ͘ਖ਼ৗʹಈ࡞͢Δ୯७ͳγεςϜ
    ͔Βൃలͨ͠΋ͷͰ͋Δɻθϩ͔Β࡞Γग़͞ΕͨෳࡶͳγεςϜ͕ਖ਼ৗʹಈ࡞
    ͢Δ͜ͱ͸ͳ͘ɺ·ͨͦΕΛमਖ਼ͯ͠ಈ࡞ͤ͞ΔΑ͏ʹ΋Ͱ͖ͳ͍ɻਖ਼ৗʹಈ
    ࡞͢Δ୯७ͳγεςϜ͔ΒߏஙΛ࢝Ίͳ͚Ε͹ͳΒͳ͍ɻ
    +PIO(BMM
    4ZTUFNBOUJDT)PX4ZTUFNT3FBMMZ8PSLBOE)PX5IFZ'BJMQ


    IUUQTFOXJLJQFEJBPSHXJLJ+PIO@(BMM@ BVUIPS
    (BMMT@MBX

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  17. 9

    9

    9
    17
    7 J T J P O
    1 S P C M F N T 5P P M T
    ٕज़બఆ
    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε



    ࠷େެ໿਺Ͱ൚༻తͳπʔϧ

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  18. ٕज़બఆ
    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε
    w 8IZ)PX8IBU͸ͳʹ͔ʁ
    w ܧଓతʹࣗ෼ͨͪͰӡ༻Ͱ͖Δ͔
    ݪ ཧ ݪ ଇ ʹ ͋ ͏ π ʔϧ
    w (JU)VC্ʹͳ͍৔߹͸ɺ,FZOPUF΍CMPHΛ֬ೝ
    w 4MBDLͷίϛϡχςΟͳͲ
    ϩ ʔ υ Ϛ ο ϓ͔ Β ໨ ࢦ ͢΂ ͖ ํ ޲ ੑ
    w ςΫϊϩδʔɾϥΠϑαΠΫϧ΍Πϊϕʔγϣϯͷීٴͷ๏ଇ
    w ৗʹ࠷৽ٕज़͕ਖ਼͍͠ͱ͸ݶΒͳ͍
    ߈ Ί Δ ͔ क Δ ͔


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  19. WRITE HERE
    YOUR NICE TITLE
    ABOUT YOUR SERVICES
    Y O U C A N W R I T E H E R E
    A company is an association or collection of individuals, whether natural persons, legal
    persons, or a mixture of both. Company members share a common purpose and unite in
    order to focus their various
    01 02 03 04
    X
    X
    X
    ֵ৽ऀ
    * O O P W B U P S T
    ઌۦऀ
    ࣌୅ͷઌ୺
    & B S M Z " E P Q U F S T
    ࣮༻ओٛ
    ಋೖࣄྫ
    & B S M Z . B K P S J U Z
    ແؔ৺૚
    - B H H B S E T


    $/$'1SPKFDU4FSWJDFTBOE.BUVSJUZ-FWFMTDODGJPQSPKFDUT
    อक೿
    ϦεΫഉআ
    - B U F . B K P S J U Z

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  20. 9
    lਓମͷෛՙτϨʔχϯάʹྫ͑ɺઈ͑ͣมߋ͠վྑ͢Δ͜ͱʹΑͬ
    ͯɺγεςϜ͸ΑΓݎ࿚ʹ͢Δ͜ͱ͕Ͱ͖Δɺͱචऀ͸આ͘ɻͦ͠
    ͯɺࣗಈԽ͚ͩͰ͸ͦΕ͸࣮ݱͰ͖ͣɺγεςϜΛΑ͘ཧղ͠ɺܧଓ
    తʹมߋΛՃ͑ΒΕΔਓͷଘࡏ͕ͦ͜ॏཁͰ͋ΔɺͱޠΒΕ͍ͯΔɻ
    ৽͍ٕ͠ज़༻ޠ͕ग़ͯ͘Δͱɺؔ࿈͢Δπʔϧ΍ϓϩηε͕஫໨͞
    ΕɺͦΕΒΛಋೖ͢Ε͹՝୊͸ղܾ͢ΔɺͱࢥΘΕ͕ͪͰ͋Δɻ͔͠
    ͠ɺେ੾ͳͷ͸ͦͷݴ༿ͷഎޙʹ͋Δࢥ૝΍఩ֶΛཧղ͠ɺద੾ʹӡ
    ༻͢ΔਓͰ͋Δɺͱ͍͏͜ͱ͸ৗʹ಄ͷย۱ʹஔ͍͓͖͍ͯͨɻz
    *OGSBTUSVDUVSFBT$PEFΫϥ΢υʹ͓͚Δαʔό؅ཧͷݪଇͱϓϥΫςΟε
    ,JFG.PSSJTɹஶٶԼ߶ีɹ؂༁௕ඌߴ߂ɹ༁



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  21. ٞ࿦ʹͳΔϙΠϯτ
    w ࣗಈԽWTӅṭԽ
    w தԝूݖWT෼ׂ౷࣏
    w *OOPWBUJPOWT.BJOUFOBODF
    w શମ࠷దԽWT෦෼࠷దԽ
    w த௕ظWT୹ظ
    w ϧʔϧԽWTࣗ༝Խ
    w ͖Ε͍͞WTϦʔϯ


    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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  22. 1SPEVDUJPO3FBEZ
    w ಋೖʹ޲͚ͨσβΠϯυΩϡϝϯτ༗ແ
    w ՝୊ʹରͯ͠ܭଌͰ͖Δ
    w ϞχλϦϯά͞Ε͍ͯΔ
    w ґଘؔ܎͕Θ͔͍ͬͯΔ
    w ετϨεςετͰݶք஋Λ஌͍ͬͯΔ
    w ࣍ճΩϟύγςΟϓϥϯχϯάͷ༧ఆ
    w ࠷ѱͷέʔε͔Β୅ସҊ͋Δ͔


    ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε
    IUUQTRJJUBDPNLPVEBJJJJUFNTFDDFFEF

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  23. 9
    l΄Μͱ͏ͷ໰୊఺͸ɺϓϩάϥϚ͕ͨͪޡͬͨ৔ॴͱ
    ޡͬͨ࣌఺Ͱͷޮ཰ʹ͍ͭͯۤ࿑ͯ͠ɺଟ͘ͷ࣌ؒΛ࿘
    අͯ͠͠·ͬͨͱ͍͏͜ͱʹ͋Γ·͢ɻϓϩάϥϛϯά
    Ͱ͸ɺ࣌Λಘͳ͍࠷దԽ͸ॾѱͷࠜݯͳͷͰ͋Γ·͢ɻ
    ʢ͢΂ͯͰ͸ͳ͍ʹͯ͠΋ɺগͳ͘ͱ΋ѱͷେ෦෼ͱݴ
    ͑ΔͰ͠ΐ͏ɻʣz
    จܳతϓϩάϥϛϯάQυφϧυɾΫψʔε ஶ
    ༗୔੣ ຋༁




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  24. X
    X
    X
    24
    ࣄ ྫ

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  25. 3FMFBTFE
    w ෼ࢄτϨʔγϯά 0QFO5FMFNFUSZ
    31$ɾϨΠςϯγɾεϧʔϓοτՄࢹԽ
    w αʔϏεϝογϡ *TUJP
    ػೳΛγϯϓϧ࢖ͬͯ౷ܭతͳΤϥʔ਺ͷऔಘ
    w $BOBSZ%FQMPZ ࣗࣾπʔϧ
    ݴޠ΍ϥΠϒϥϦͷόʔδϣϯΞοϓͷ֬ೝ
    w "SHP҉໧తʹଘࡏ͢Δґଘؔ܎͋Δ+PCΛ8PSLGMPXͱ࣮ͯ͠ݱ
    w LVCFGMPX.-0QTͷ։ൃ؀ڥ੔උ
    w $MPVE1VC4VCେྔͷϫʔΫϩʔυͱඇಉظॲཧͷΠϕϯτ఻ൖͷ࣮ݱ


    ࣄ ྫ

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  26. 4FSWJDF.FTI
    26
    IUUQQIJMDBMDBEPDPNQBUUFSO@TFSWJDF@NFTIIUNM

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  27. ՝୊ʹϑΥʔΧεͨ͠ಋೖ
    27
    #J[MPHJD
    "MFSUJOH
    31$$PEF
    3FUSZ
    -JCSBSZ
    1MBUGPSN
    %FWFMPQNFOU
    $MJFOUTJEF4FSWJDF%JTDPWFSZ
    5FMFNFUSZ
    3BUFMJNJU
    "VUIPSJ[BUJPO
    %JTUSJCVUFETUBUF
    $JSDVJU#SFBLFS
    #J[MPHJD
    "MFSUJOH
    31$$PEF
    3FUSZ
    $MJFOUTJEF4FSWJDF%JTDPWFSZ
    5FMFNFUSZ
    3BUFMJNJU
    "VUIPSJ[BUJPO
    %JTUSJCVUFETUBUF
    $JSDVJU#SFBLFS
    #J[MPHJD
    "MFSUJOH
    31$$PEF
    3FUSZ
    $MJFOUTJEF4FSWJDF%JTDPWFSZ
    5FMFNFUSZ
    3BUFMJNJU
    "VUIPSJ[BUJPO
    %JTUSJCVUFETUBUF
    $JSDVJU#SFBLFS
    "QQMJDBUJPO4UBDL 6TJOH-JCSBSZ 6TJOH-JCSBSZBOE4JEFDBSQSPYZ
    ΞϓϦέʔγϣϯʹ࣮૷ 10$ ڞ௨ϥΠϒϥϦఏڙ
    TJEFDBSQSPYZ΁Ҡߦ


    5FMFNFUSZ
    ʹूத

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  28. ܧଓతʹऔΓ૊Ή՝୊
    Χ εέ ʔ υ ো ֐
    Π ϯϑ ϥ ى Ҽ ͷ ো ֐

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  29. Χεέʔυো֐
    w ෳ਺ͷϚΠΫϩαʔϏεো֐΍ଟ͘ͷϚΠΫϩαʔϏεʹґଘ͞ΕΔίΞͳϚΠΫϩα
    ʔϏεʹ໰୊͕ى͖Δͱ೉ߤ͠΍͍͢
    w ಉظͱඇಉظͷબ୒ʹΑΔӡ༻ͷෳࡶԽ
    w ඇಉظͱಉظʹΑΔॲཧͷෳࡶ͞ͱɺඇಉظͷ෮چ αϧϕʔδ

    w ϚΠΫϩαʔϏεؒͷ/ͷϦΫΤετݕ஌
    w ࣄ৅ͷҼՌؔ܎ͷ೺Ѳɺσʔλߏ଄ͷ໰୊
    w ίʔυ΍τϨʔγϯά͔Βಛఆ͢Δ͜ͱ͕೉͍͠


    ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊

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  30. Π ϯϑ ϥ ى Ҽ ͷ ো ֐
    w ϚωʔδυαʔϏε΁ͷڧ͍ґଘ
    w ಉ࣌ʹ͍Ζ͍ΖϚΠΫϩαʔϏεͰൃੜ͢ΔΤϥʔ
    w *TUJPʹ͓͚ΔTJEFDBS͕ىಈ͠ͳ͍͜ͱʹΑΓ1PE͕ೖΕସΘΒͳ͍
    w 1P T U I U U Q T J T U J P T J E F D B S J O K F D U P S J T U J P T Z T U F N T W D J O K F D U
    UJNFPVUT͕λΠϜΞ΢τ
    w %FQMPZNFOU͕ͦͷ··Ͱɺ3FQMJDBTFUͷมߋͰ͖ͣࢭ·Δɻ%FQMPZNFOUͷ
    %&4*3&%ͱ$633&/5͸ҡ࣋͞ΕΔͨΊ໰୊ʹؾ͖ͮʹ͔ͬͨ͘


    ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊

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  31. Π ϯϑ ϥ ى Ҽ ͷ ো ֐
    w 5ISFBEMFBL
    w I U U Q T H J U I V C D P N L V C F S O F U F T L V C F S O F U F T J T T V F T
    JTTVFDPNNFOU
    w ΞϓϦέʔγϣϯଆʹೖΓࠐΉͱ)PTUͷQJE@NBY͕௒աɺ৽͘͠5ISFBEΛ࡞Δ
    ࡍʹΤϥʔ
    w .FNPSZMFBL
    w )PTUͷϝϞϦ͕ރׇ͠ɺ)PTU্ͷ1PEʹӨڹΛ༩͑Δ


    ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊

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  32. ٕज़త౤ࢿ
    4 - * ҡ ࣋ ͠ ͳ ͕ Β ٕ ज़ Ϩ ϕ ϧ Λ ্ ͛Δ ౤ ࢿ
    ج ൫ ʹ ؔ Θ Δ 4 P G U X B S F ͷ ॆ ࣮

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  33. 4F S W J D F - F W F M * O E J D B U P S
    w 4-*ΛϓϩμΫτ୯ҐͰఆΊͯNFUSJDTͱͯ͠ऩू͢Δ
    w Ұ೥࢛൒ظ୯ҐͰԼ߱܏޲Ͱ͋ͬͨ৔߹ʹɺ৴པੑΛ্͛ΔͨΊͷରࡦʹूத͢Δ
    w ΞʔΩςΫνϟͱͯ͠มߋ͕ඞཁͳ৔߹͕͋Δ
    w ݄୯ҐͰԼ߱܏޲Ͱ͋ͬͨ৔߹ʹɺ໰୊͕૿Ճ܏޲ʹ͋Δ͔Ͳ͏͔
    w ࠜຊతͳରࡦ͕Ͱ͖ͯͳ͍͔໰୊Λى͜͠΍͍͢Օॴ͕͋Δ͔
    w ि୯ҐͰԼ߱܏޲Ͱ͋ͬͨ৔߹ʹɺىͬͨ͜໰୊Λڞ༗
    w ো֐಺༰΍ϙετϞʔςϜΛڞ༗͢Δ


    ٕ ज़ త ౤ ࢿ

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  34. ٕ ज़ Ϩ ϕ ϧ Λ ্ ͛Δ ౤ ࢿ
    w 4-*͕कΒΕͯΔ͔Ͳ͏͔
    w ϓϩδΣΫτΛ஗Βͤͯ΋औΓ૊Ή
    w ར༻ऀʹΤϥʔͰऴΘΒͤͯ͸͍͚ͳ͍
    w ࢮक͍ͯ͠Δ͔Βͦ͜͞ΒͳΔ౤ࢿ͕Մೳ
    w ಉ͡ίετͰଟ͘ͷ࢓ࣄΛ࣮ݱ
    w ن໿Λઃ͚ͭͭ΋ɺ։ൃऀͷΞΠσΟΞͷ෯͕޿͕Δٕज़తͳ౤ࢿ


    ٕ ज़ త ౤ ࢿ

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  35. ج ൫ ʹ ؔ Θ Δ 4 P G U X B S F ͷ ॆ ࣮
    w 3FMJBCMFBOE'BVMU5PMFSBOU *TPMBUFGBJMVSF

    w %JTUSJCVUFE4ZTUFNT0CTFSWBCJMJUZ
    w $IBPT$PNQVUJOH


    ٕ ज़ త ౤ ࢿ

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  36. % J T U S J C V U F E 4 Z T U F N T 0 C T F S W B C J M J U Z
    w ໰୊͔Βରࡦ·ͰͷϦʔυλΠϜͷ୹ॖ
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    w -PH"HHSFHBUJPO
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    w %JTUSJCVUFE5SBDJOH %BUBEPH"1. 4UBDLESJWFS5SBDF

    w ͦΕͧΕಠཱͤͣʹίϯςΩετεΠονͳ͠Ͱ࢖͑Δঢ়ଶ͕ඞཁ
    w -PLJͷσβΠϯυΩϡϝϯτʹֶͿ໰୊ղܾͷϑϩʔ


    3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F

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  37. - P L J % F T J H O % P D V N F O U


    3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F

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  38. - P H " H H S F H B U J P O
    w &SSPSݕ஌͔Βରࡦ·ͰͷϦʔυλΠϜͷ୹ॖԽΛ໨త
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    w ࣌ܥྻͰϚΠΫϩαʔϏεؒΛ֬ೝ͢Δ
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    w .FUSJDT͔ΒͰ͸ͳ͘ɺϩά͔Β۩ମతʹԿ͕ى͍ͬͯ͜Δͷ͔


    3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F

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  39. $ I B P T $ P N Q V U J O H
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    w *TPMBUFGBJMVSFো֐͸αʔϏεͷ୯ҰͷΈʹͳ͍ͬͯΔ͔ʁ
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    w ҰͭͷػೳϨϕϧʹରͯ͠ɺෳ਺ͷϚΠΫϩαʔϏεͰߏ੒͍ͯ͠Δ΋ͷ


    3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F

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  40. 4VNNBSZ
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    w 4-*ҡ ࣋ ͠ ͳ ͕ Β ٕज़ϨϕϧΛ্͛Δ౤ࢿ
    w ج൫ʹؔΘΔ4PGUXBSFͷॆ࣮
    ٕ ज़ త ౤ ࢿ


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    w Χεέʔυো֐
    w ΠϯϑϥىҼͷো֐

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  41. ࿩͢͜ͱ
    ຊ ൪ ؀ ڥ ʹ ͓ ͚Δ $ M P V E / B U J W F ͱ Ͳ͏ ෇ ͖ ߹ ͏ ͔ ͕ ओ ୊ Ͱ͢ɻ
    ʮ.JDSPTFSWJDFTΛࢧ͑Δ*OGSBTUSVDUVSFBT4PGUXBSFʯͱ͸ɺ
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    ΔͨΊͷ4PGUXBSFΛࢦ͠·͢ɻ͜ͷΑ͏ͳج൫ͷॆ࣮Λߦ͏͜ͱ
    ʹΑΓɺ։ൃऀ͸ΑΓαʔϏεͷίΞͳ෦෼ʹूதͰ͖·͢ɻ͜ͷ
    औΓ૊Έʹ͍͓ͭͯ࿩Ͱ͖Ε͹ͱࢥ͍·͢ɻ
    41
    . J D S P T F S W J D F T Λ ࢧ ͑ Δ * O G S B T U S V D U V S F B T 4 P G U X B S F

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  42. X
    X
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    42
    8 I Z
    ڧ͍ج൫͚͕ͩ
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  43. X
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    8 F B S F ) J S J O H
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