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Svelte Runtime 101 (JSConf JP 2022)

Svelte Runtime 101 (JSConf JP 2022)

これは、仮想DOMを使用しない宣言的UIフレームワークであるSvelteに関するセッションです。 今回は、Svelteコンポーネントがどのようなランタイムになるのかを解説します。このセッションを聞くことで、なぜSvelteランタイムが小さく高速なのかを理解できます。

https://jsconf.jp/2022/talk/svelte-runtime-101

Yuichiro Yamashita

November 26, 2022
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  16. גࣜձࣾϑϥΠϧ ࢖༻ٕज़

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  20. 4WFMUFͱ͸

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    Ծ૝%0.͕୲͏૬౰ͷॲཧΛίϯύΠϧ࣌఺Ͱॲཧ͢Δ
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  23. 3FBDU 4WFMUF

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  24. )PXUPHFU
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    ࣍ͷίϚϯυΛ࣮ߦ
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  28. #BTJDPG4WFMUF3VOUJNF

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  31. ͜ͷίʔυΛίϯύΠϧ͢Δͱ
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  32. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
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    MFU \OBNF XPSME ^QSPQT
    TFMGTFU QSPQT
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    ^
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  33. N UBSHFU BODIPS
    \
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    \
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    ^

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  34. ࠷ॳͷײ૝͸

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  35. ίʔυྔ͕গͳ͍

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  36. ͜ΕͳΒཧղͰ͖ͦ͏

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  39. ॱ൪ʹઆ໌͠·͢

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  40. ຕ໨
    Ϋϥεͱ JOTUBODFؔ਺

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  41. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
    DPOTUSVDUPS PQUJPOT
    \
    TVQFS

    JOJU UIJT PQUJPOT JOTUBODF DSFBUF@GSBHNFOU TBGF@OPU@FRVBM \OBNF ^

    ^
    ^
    GVODUJPO JOTUBODF TFMG QSPQT JOWBMJEBUF
    \
    MFU \OBNF XPSME ^QSPQT
    TFMGTFU QSPQT
    \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF


    ^
    SFUVSO
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  42. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
    DPOTUSVDUPS PQUJPOT
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    ^
    ^
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    \
    MFU \OBNF XPSME ^QSPQT
    TFMGTFU QSPQT
    \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF


    ^
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    ^
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    ࢀর 4WFMUFυΩϡϝϯτ

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  43. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
    DPOTUSVDUPS PQUJPOT
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    JOJU UIJT PQUJPOT JOTUBODF DSFBUF@GSBHNFOU TBGF@OPU@FRVBM \OBNF ^

    ^
    ^
    GVODUJPO JOTUBODF TFMG QSPQT JOWBMJEBUF
    \
    MFU \OBNF XPSME ^QSPQT
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    ^
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    JOJUؔ਺͸ओʹҎԼͷͭΛ࣮ࢪ͠·͢ɻ
    AJOTUBODFAؔ਺ ୈҾ਺
    Λ༻͍ͯίϯϙʔωϯτ಺εςʔτΛॳظԽ͢Δ
    ADSFBUF@GSBHNFOUAؔ਺ ୈҾ਺
    Λ༻͍ͯ%0.Λඳը͢Δ ޙͰৄࡉΛઆ໌

    JOJUؔ਺Λܦͯɺશͯͷঢ়ଶ͸ AUIJTAʹΞλον͞ΕΔ

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  44. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
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    ^
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    ͜Ε͸ͳʹ

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  45. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
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    ^
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    ^
    "QQΫϥεͷΠϯελϯε

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  46. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
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    ࠓճͷྫͷ৔߹͸ OBNF

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    TDSJQU
    I)FMMP\OBNF^I

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  47. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
    DPOTUSVDUPS PQUJPOT
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    JOJU UIJT PQUJPOT JOTUBODF DSFBUF@GSBHNFOU TBGF@OPU@FRVBM \OBNF ^

    ^
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    JOWBMJEBUF OBNF QSPQTOBNF


    ^
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    εςʔτ͕ߋ৽͞ΕͨࡍͷॲཧΛ࣮ߦ͢Δؔ਺
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    ͱ

    TFUؔ਺͕࣮ߦ͞ΕΔɻ
    // set 関数
    $set($$props) {
    if (this.$$set && !is_empty($$props))
    {
    this.$$.skip_bound = true;
    this.$$set($$props);
    this.$$.skip_bound = false;
    }
    }

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  48. J SFU SFTU
    \
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    CPVOE WBMVF

    JG SFBEZ

    NBLF@EJSUZ DPNQPOFOU J

    ^
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    ^
    JOWBMJEBUFؔ਺ͷத਎ ྫ

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  49. J SFU SFTU
    \
    DPOTU WBMVF SFTUMFOHUI SFTU<>SFU
    JG DUY OPU@FRVBM DUY DUYWBMVF

    \
    JG TLJQ@CPVOE CPVOE

    CPVOE WBMVF

    JG SFBEZ

    NBLF@EJSUZ DPNQPOFOU J

    ^
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    ^
    JOWBMJEBUFؔ਺ͷத਎
    ࠓճηοτ͞Εͨ஋͕લճͱҧ͏஋ͩͬͨΒ

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  50. J SFU SFTU
    \
    DPOTU WBMVF SFTUMFOHUI SFTU<>SFU
    JG DUY OPU@FRVBM DUY DUYWBMVF

    \
    JG TLJQ@CPVOE CPVOE

    CPVOE WBMVF

    JG SFBEZ

    NBLF@EJSUZ DPNQPOFOU J

    ^
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    ^
    JOWBMJEBUFؔ਺ͷத਎
    ʮͲͷίϯϙʔωϯτ DPNQPOFOU
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  51. GVODUJPO NBLF@EJSUZ DPNQPOFOU J
    \
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    \
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    TDIFEVMF@VQEBUF

    DPNQPOFOUEJSUZGJMM

    ^
    DPNQPOFOUEJSUZc J
    ^
    NBLF@EJSUZؔ਺ͷத਎

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  52. GVODUJPO NBLF@EJSUZ DPNQPOFOU J
    \
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    \
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    TDIFEVMF@VQEBUF

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    ^
    DPNQPOFOUEJSUZc J
    ^
    NBLF@EJSUZؔ਺ͷத਎
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  53. GVODUJPO NBLF@EJSUZ DPNQPOFOU J
    \
    JG DPNQPOFOUEJSUZ<>
    \
    EJSUZ@DPNQPOFOUTQVTI DPNQPOFOU

    TDIFEVMF@VQEBUF

    DPNQPOFOUEJSUZGJMM

    ^
    DPNQPOFOUEJSUZc J
    ^
    NBLF@EJSUZؔ਺ͷத਎
    %0.൓өεέδϡʔϥʔΛىಈ
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    \
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    \
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    SFTPMWFE@QSPNJTFUIFO GMVTI

    ^
    ^
    ࣍ͷϚΠΫϩλεΫͰ%0.൓өॲཧΛ࣮ߦ͢Δ
    GMVTIؔ਺ͷதͰ͸ɺEJSUZ@DPNQPOFOUT Λݟͯ
    %0.ߋ৽ॲཧΛݺΜͰ͍͘ ৄࡉͳઆ໌͸ׂѪ

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  54. GVODUJPO NBLF@EJSUZ DPNQPOFOU J
    \
    JG DPNQPOFOUEJSUZ<>
    \
    EJSUZ@DPNQPOFOUTQVTI DPNQPOFOU

    TDIFEVMF@VQEBUF

    DPNQPOFOUEJSUZGJMM

    ^
    DPNQPOFOUEJSUZc J
    ^
    NBLF@EJSUZؔ਺ͷத਎
    ʲࡉ͔͍࿩ʳ
    ίϯϙʔωϯτ಺ͷεςʔτͰԿ͕มߋ͞Εͨͷ؅ཧʹ͸
    Ϗοτԋࢉ͕༻͍ΒΕ͍ͯΔɻ
    ྫ͑͹ɺͱ͍͏εςʔτ͕͋ͬͯɺ GPPͱ CB[
    ͕ߋ৽͞Εͨ৔߹ɺEJSUZͷ஋͸ ʹͳΔ ਐ਺Ͱ

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  55. Α͏΍͘ JOTUBODFؔ਺ʹ໭ͬͯ

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  56. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
    DPOTUSVDUPS PQUJPOT
    \
    TVQFS

    JOJU UIJT PQUJPOT JOTUBODF DSFBUF@GSBHNFOU TBGF@OPU@FRVBM \OBNF ^

    ^
    ^
    GVODUJPO JOTUBODF TFMG QSPQT JOWBMJEBUF
    \
    MFU \OBNF XPSME ^QSPQT
    TFMGTFU QSPQT
    \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF


    ^
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    ^
    εςʔτ͸഑ྻͰ؅ཧ͍ͯ͠Δ
    UIJTDUYʹ୅ೖ͞ΕΔ

    View Slide

  57. ͜͜·Ͱͷ·ͱΊ

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  58. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
    DPOTUSVDUPS PQUJPOT
    \
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    JOJU UIJT PQUJPOT JOTUBODF DSFBUF@GSBHNFOU TBGF@OPU@FRVBM \OBNF ^

    ^
    ^
    GVODUJPO JOTUBODF TFMG QSPQT JOWBMJEBUF
    \
    MFU \OBNF XPSME ^QSPQT
    TFMGTFU QSPQT
    \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF


    ^
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    ^
    ● 4WFMUFίϯϙʔωϯτ͸ΫϥεʹͳΔ
    ● ίϯϙʔωϯτͷεςʔτ͸ UIJTDUYΛݟΕ͹Α͍
    ● εςʔτ͕มԽ͢Δ౓ʹ JOWBMJEBUFؔ਺͕ݺ͹ΕΔ
    ● JOWBMJEBUFؔ਺͔Β࠷ऴతʹ͸%0.ߋ৽ॲཧ GMVTIؔ

    ͕ݺ͹ΕΔ

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  59. Α͏΍͘ຕ໨ͷઆ໌͕ऴΘΓ·ͨ͠

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  60. ͋ͱ൒෼
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  61. ຕ໨
    DSFBUF@GSBHNFOUؔ਺

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  62. DMBTT "QQ FYUFOET 4WFMUF$PNQPOFOU \
    DPOTUSVDUPS PQUJPOT
    \
    TVQFS

    JOJU UIJT PQUJPOT JOTUBODF DSFBUF@GSBHNFOU TBGF@OPU@FRVBM \OBNF ^

    ^
    ^
    GVODUJPO JOTUBODF TFMG QSPQT JOWBMJEBUF
    \
    MFU \OBNF XPSME ^QSPQT
    TFMGTFU QSPQT
    \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF


    ^
    SFUVSO
    ^
    ͜Ε͸ͳʹ

    View Slide

  63. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^

    View Slide

  64. େ͖͘ύʔτʹ෼͚·͢

    View Slide

  65. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    DDSFBUFؔ਺

    View Slide

  66. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    NNPVOUؔ਺

    View Slide

  67. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    QVQEBUFؔ਺

    View Slide

  68. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    EEFUBDIؔ਺

    View Slide

  69. ύʔτͣͭઆ໌͍͖ͯ͠·͢

    View Slide

  70. View Slide

  71. View Slide

  72. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    GVODUJPO FMFNFOU OBNF
    \
    SFUVSO EPDVNFOUDSFBUF&MFNFOU OBNF

    ^
    GVODUJPO UFYU EBUB
    \
    SFUVSO EPDVNFOUDSFBUF5FYU/PEF EBUB

    ^
    DDSFBUFؔ਺
    ίϯϙʔωϯτͰ࢖༻͢ΔશͯͷཁૉΛ࡞੒
    JOJUؔ਺͔Βݺ͹ΕΔɻ

    View Slide

  73. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    GVODUJPO JOTFSU UBSHFU OPEF BODIPS
    \
    UBSHFUJOTFSU#FGPSF OPEF BODIPS ccOVMM

    ^
    GVODUJPO BQQFOE UBSHFU OPEF
    \
    UBSHFUBQQFOE$IJME OPEF

    ^
    NNPVOUؔ਺
    DSFBUFؔ਺Ͱ࡞੒ͨ͠ཁૉΛ%0.ʹϚ΢ϯτ
    UBSHFUBODIPS͔ΒཁૉͷૠೖҐஔΛಛఆ
    JOJUؔ਺͔Βݺ͹ΕΔɻ

    View Slide

  74. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    GVODUJPO TFU@EBUB UFYU EBUB
    \
    EBUB EBUB
    JG UFYUXIPMF5FYU EBUB

    UFYUEBUB EBUB
    ^
    QVQEBUFؔ਺
    ߋ৽͞Εͨঢ়ଶʹӨڹͷ͋ΔཁૉΛ࠷৽Խ
    DUY ίϯϙʔωϯτͷεςʔτ
    EJSUZ มߋ͕͋ͬͨεςʔτΛ؅ཧ͢Δม਺
    JOWBMJEBUFؔ਺Ͱ࠷ऴతʹݺͼग़͞ΕΔ GMVTIؔ਺
    ͔Βݺ͹ΕΔɻ
    ิ଍ ͜ͷίϯϙʔωϯτ͕ࢠίϯϙʔωϯτΛ͍࣋ͬͯΔ৔߹ɺ
    ࢠίϯϙʔωϯτͷ TFUؔ਺ΛݺͿɻ

    View Slide

  75. N UBSHFU BODIPS
    \
    JOTFSU UBSHFU I BODIPS

    BQQFOE I U

    BQQFOE I U

    BQQFOE I U

    ^
    Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI I

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU I
    MFU U
    MFU U
    MFU U
    SFUVSO \
    D
    \
    I FMFNFOU I

    U UFYU )FMMP

    U UFYU OBNF DUY<>

    U UFYU

    ^
    GVODUJPO EFUBDI OPEF
    \
    OPEFQBSFOU/PEFSFNPWF$IJME OPEF

    ^
    EEFUBDIؔ਺
    %0.ʹϚ΢ϯτͨ͠શͯͷཁૉΛ%0.͔Β࡟আ
    ਌ίϯϙʔωϯτͷ VQEBUFؔ਺΍ Ϋϥεͷ EFTUSPZ
    ؔ਺͔Βݺ͹ΕΔɻ
    ิ଍ EFUBDIJOH͸جຊతʹ͸ USVF͕ͩ
    ਌ཁૉ͕ͳ͍ͳͲͷ৔߹ʹ GBMTF͕ઃఆ͞ΕΔ͜ͱ͕͋Δ

    View Slide

  76. ΄ͱΜͲ %0.ૢ࡞ "1*ΛݺΜͰ͍Δ͚ͩ

    View Slide

  77. ͜͜·Ͱొ৔ͨ͠ॲཧΛ
    ࠶੔ཧͨ͠ͷ͕ͪ͜Β

    View Slide

  78. DPOTU BQQ OFX "QQ \^

    JOJU UIJT PQUJPOT JOTUBODF DSFBUF@GSBHNFOU TBGF@OPU@FRVBM \OBNF ^

    TFMGTFU QSPQT
    \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF


    ^
    JOJUؔ਺ͷதͰ࣮ߦ
    NBLF@EJSUZ DPNQPOFOU J
    TDIFEVMF@VQEBUF
    GMVTI

    BQQTFU ΋͘͠͸ VQEBUFؔ਺͔Βݺ͹ΕΔ
    DSFBUF
    NPVOUFE

    VQEBUF
    EFTUSPZ

    ผͷϚΠΫϩλεΫͰ࣮ߦ

    View Slide

  79. 4WFMUF,JU ͕·΋ͳ͘όʔδϣϯʹͳΓ·͢ɻ
    4WFMUF͸ 4WFMUF,JU ͱҰॹʹ࢖͏͜ͱ͕ਪ঑͞Ε͍ͯ·͢ɻ
    ·ͩ৮͍ͬͯͳ͍ਓ͸ੋඇ৮ͬͯΈ͍ͯͩ͘͞ɻ

    View Slide

  80. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠

    View Slide

  81. View Slide

  82. ஥ؒΛืूதͰ͢
    IUUQTIFSQDBSFFSTWGMZMF

    View Slide

  83. ΋͕࣌ؒ͠༨Ε͹ʜ

    View Slide

  84. %FFQ%JWFJOUP4WFMUF
    3VOUJNF

    View Slide

  85. AOBNFAΛߋ৽͢ΔίʔυΛ௥Ճͯ͠Έ·͢
    TDSJQU
    FYQPSU MFU OBNF XPSME
    DPOTU VQEBUF
    OBNF VQEBUFE

    TDSJQU
    I)FMMP\OBNF^I
    CVUUPO PODMJDL\VQEBUF^$MJDLCVUUPO

    View Slide

  86. ίϯύΠϧ͢Δͱʜ

    View Slide

  87. JOTUBODFؔ਺

    View Slide

  88. GVODUJPO JOTUBODF TFMG QSPQT JOWBMJEBUF
    \
    MFU \OBNF XPSME ^QSPQT
    DPOTU VQEBUF
    JOWBMJEBUF OBNF VQEBUFE

    TFMGTFU QSPQT \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF

    ^
    SFUVSO
    ^
    DPOTU VQEBUF
    OBNF VQEBUFE

    ͱ࣮૷ͨؔ͠਺͸ɺAJOWBMJEBUFAؔ਺Ͱϥοϓ͞Εͨɻ
    ίϯύΠϧ࣌ʹɺؔ਺͕Ͳͷঢ়ଶΛมߋ͢Δ͔Λೝࣝ͢Δɻ
    ࠓճͷ৔߹ɺAVQEBUFAؔ਺͕ݺ͹ΕΔ౓ʹ ঢ়ଶͷ൪໨ͷ஋
    ࠓճͷ৔߹ɺঢ়ଶ͸ ͳͷͰ ൪໨͸ AOBNFA

    ʹؔ࿈͢Δ%0.ཁૉΛߋ৽͢Δɻ

    View Slide

  89. DSFBUF@GSBHNFOUؔ਺
    มߋ෦෼ͷΈൈਮ

    View Slide

  90. Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI CVUUPO

    NPVOUFE GBMTF
    EJTQPTF

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU CVUUPO
    MFU NPVOUFE
    MFU EJTQPTF
    SFUVSO \
    D
    \
    CVUUPO FMFNFOU CVUUPO

    CVUUPOUFYU$POUFOU $MJDL
    ^
    N UBSHFU BODIPS
    \
    JOTFSU UBSHFU CVUUPO BODIPS

    JG NPVOUFE
    \
    EJTQPTF MJTUFO CVUUPO DMJDL VQEBUF
    DUY<>

    NPVOUFE USVF
    ^

    View Slide

  91. Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI CVUUPO

    NPVOUFE GBMTF
    EJTQPTF

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU CVUUPO
    MFU NPVOUFE
    MFU EJTQPTF
    SFUVSO \
    D
    \
    CVUUPO FMFNFOU CVUUPO

    CVUUPOUFYU$POUFOU $MJDL
    ^
    N UBSHFU BODIPS
    \
    JOTFSU UBSHFU CVUUPO BODIPS

    JG NPVOUFE
    \
    EJTQPTF MJTUFO CVUUPO DMJDL VQEBUF
    DUY<>

    NPVOUFE USVF
    ^
    DDSFBUFؔ਺
    CVUUPNཁૉΛ࡞੒
    DDSFBUFؔ਺
    CVUUPNཁૉΛ࡞੒

    View Slide

  92. Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI CVUUPO

    NPVOUFE GBMTF
    EJTQPTF

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU CVUUPO
    MFU NPVOUFE
    MFU EJTQPTF
    SFUVSO \
    D
    \
    CVUUPO FMFNFOU CVUUPO

    CVUUPOUFYU$POUFOU $MJDL
    ^
    N UBSHFU BODIPS
    \
    JOTFSU UBSHFU CVUUPO BODIPS

    JG NPVOUFE
    \
    EJTQPTF MJTUFO CVUUPO DMJDL VQEBUF
    DUY<>

    NPVOUFE USVF
    ^
    NNPVOUؔ਺
    CVUUPNཁૉΛϚ΢ϯτͯ͠ɺ
    ΫϦοΫΠϕϯτϦεφʔΛొ࿥͢Δɻ

    View Slide

  93. Q DUY
    \
    JG EJSUZ OBNF
    TFU@EBUB U OBNF
    DUY<>

    ^
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI CVUUPO

    NPVOUFE GBMTF
    EJTQPTF

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU CVUUPO
    MFU NPVOUFE
    MFU EJTQPTF
    SFUVSO \
    D
    \
    CVUUPO FMFNFOU CVUUPO

    CVUUPOUFYU$POUFOU $MJDL
    ^
    N UBSHFU BODIPS
    \
    JOTFSU UBSHFU CVUUPO BODIPS

    JG NPVOUFE
    \
    EJTQPTF MJTUFO CVUUPO DMJDL VQEBUF
    DUY<>

    NPVOUFE USVF
    ^
    EEFUBDIؔ਺
    CVUUPOཁૉ΁ͷΠϕϯτϦεφʔΛղআ

    View Slide

  94. ϦΞΫςΟϒεςʔτϝϯτΛ௥Ճͯ͠Έ·͢
    TDSJQU
    FYQPSU MFU OBNF XPSME
    EPVCMF/BNF OBNF OBNF
    DPOTU VQEBUF
    OBNF VQEBUFE

    TDSJQU
    I)FMMP\OBNF^I
    CVUUPO PODMJDL\VQEBUF^$MJDLCVUUPO
    Q\EPVCMF/BNF^Q

    View Slide

  95. JOTUBODFؔ਺

    View Slide

  96. GVODUJPO JOTUBODF TFMG QSPQT JOWBMJEBUF
    \
    MFU EPVCMF/BNF
    MFU \OBNF XPSME ^QSPQT
    DPOTU VQEBUF
    JOWBMJEBUF OBNF VQEBUFE

    TFMGTFU QSPQT \
    JG OBNF JO QSPQT
    JOWBMJEBUF OBNF QSPQTOBNF

    ^
    TFMGVQEBUF
    \
    JG TFMGEJSUZ OBNF
    \
    JOWBMJEBUF EPVCMF/BNF OBNF OBNF

    ^
    ^
    SFUVSO
    ^
    EPVCMF/BNF΋ঢ়ଶͱͯ͠ѻ͏ɻ
    ίϯύΠϧ࣌ʹɺϦΞΫςΟϒεςʔτϝϯτ಺Ͱ
    ࢖༻͍ͯ͠Δঢ়ଶΛೝࣝ͠ɺͦͷม਺͕มߋ͞ΕΔ
    ౓ʹ࠶ܭࢉ͢Δɻ
    ࠓճͷ৔߹ɺAOBNFA͕มߋ͞ΕΔ౓ʹ
    EPVCMF/BNFΛ࠶ܭࢉ͢Δɻ

    View Slide

  97. DSFBUF@GSBHNFOUؔ਺
    มߋ෦෼ͷΈൈਮ

    View Slide

  98. Q DUY
    \
    JG EJSUZ EPVCMF/BNF
    TFU@EBUB U EPVCMF/BNF
    DUY<>

    ^
    J OPPQ
    P OPPQ
    E EFUBDIJOH
    \
    JG EFUBDIJOH
    EFUBDI Q

    ^
    ^
    ^
    GVODUJPO DSFBUF@GSBHNFOU DUY
    \
    MFU Q
    MFU U
    SFUVSO \
    D
    \
    Q FMFNFOU Q

    U UFYU EPVCMF/BNF
    DUY<>

    ^
    N UBSHFU BODIPS
    \
    JOTFSU UBSHFU Q BODIPS

    BQQFOE Q U

    ^
    ADSFBUF@GSBHNFOUA͸ଞͷঢ়ଶͱಉ༷ʹ
    AEPVCMF/BNFA͕มߋ͞ΕΔ౓ʹ%0.ʹ൓ө͢Δɻ

    View Slide

  99. ͓ΘΓ

    View Slide