Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

MySQL INDEX+EXPLAIN入門

Avatar for Infiniteloop Infiniteloop
July 12, 2023
Programming
3.7k
3

MySQL INDEX+EXPLAIN入門

Avatar for Infiniteloop

Infiniteloop

July 12, 2023

More Decks by Infiniteloop

See All by Infiniteloop
[新卒向け研修資料] テスト文字列に「うんこ」と入れるな（2025年版）
Avatar for Infiniteloop infiniteloop_inc
18
90k
俺の PHP プロファイラの話 PHP スクリプトで PHP 処理系のメモリをのぞき込む
Avatar for Infiniteloop infiniteloop_inc
1
750
心理的安全性を学び直し、 「いい組織とは何か？」を考えてみる
Avatar for Infiniteloop infiniteloop_inc
1
1.2k
ゼロからつくる 2D物理シミュレーション ～物理現象をコードに落とし込む方法～
Avatar for Infiniteloop infiniteloop_inc
1
1.7k
詫び石の裏側
Avatar for Infiniteloop infiniteloop_inc
0
1k
[新卒向け研修資料] テスト文字列に「うんこ」と入れるな（2024年版）
Avatar for Infiniteloop infiniteloop_inc
7
36k
リファクタリングで実装が○○分短縮した話
Avatar for Infiniteloop infiniteloop_inc
0
320
ADRという考えを取り入れてみて
Avatar for Infiniteloop infiniteloop_inc
0
330
500万行のPHPプロジェクトにおけるログ出力の歩み
Avatar for Infiniteloop infiniteloop_inc
0
240

Other Decks in Programming

See All in Programming
マイコン向けの軽量Ruby「PicoRuby」で各種デバイスを制御するネイティブアプリの実現手法
Avatar for bash0C7 bash0c7
0
450
Streamlitで実現する自然言語データアプリ開発
Avatar for Ayumu Yamaguchi ayumu_yamaguchi
1
320
Augmenting AI with the Power of Jakarta EE
Avatar for ivargrimstad ivargrimstad
0
290
すこし踏み込む CancellationToken
Avatar for tkym htkym
2
1.2k
Heart of Swift Concurrency
Avatar for Yuta Koshizawa koher
0
980
iOSDC2026登壇資料.pdf
Avatar for RioFujimon riofujimon
0
190
KiroのSpecで「五目並べ」を作ってみる
Avatar for Satoshi Kaneyasu satoshi256kbyte
1
230
仕様駆動開発による爆速プロダクト開発 / Bakusoku Spec Driven Development
Avatar for Keisuke Kobayashi kobakei
0
140
モバイル交通系ICへのチャージ実例から考える、クロスプラットフォーム開発におけるiOS実機テスト設計とCI運用
Avatar for Yu Sugawara yusuga
1
540
標準パッケージに uuid が追加された 背景から見る Go らしい意思決定 / go_127_uuid_decision
Avatar for convto convto
5
8.6k
UPDATE をやめる — EF Core でマスタをバージョン管理する
Avatar for HideyukiKitao panda728
PRO
0
760
[Rails World 2026] Durable orchestration on Rails: from continuation to workflow
Avatar for Vladimir Dementyev palkan
1
320

Featured

See All Featured
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
Avatar for Katarina Dahlin katarinadahlin
PRO
3
3.8k
Test your architecture with Archunit
Avatar for Yoan thirion
2
2.4k
So, you think you're a good person
Avatar for Per Axbom axbom
PRO
2
2.2k
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation
Avatar for Ines Montani inesmontani
PRO
3
2.4k
Java REST API Framework Comparison - PWX 2021
Avatar for Matt Raible mraible
34
9.7k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
Avatar for soudai sone soudai
PRO
203
76k
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
Avatar for Aleyda Solis aleyda
2
2.2k
Jess Joyce - The Pitfalls of Following Frameworks
Avatar for Tech SEO Connect techseoconnect
PRO
1
420
Reality Check: Gamification 10 Years Later
Avatar for Sebastian Deterding codingconduct
0
2.3k
The Success of Rails: Ensuring Growth for the Next 100 Years
Avatar for Eileen M. Uchitelle eileencodes
47
8.3k
Abbi's Birthday
Avatar for Violet Bock coloredviolet
4
10k
The Anti-SEO Checklist Checklist. Pubcon Cyber Week
Avatar for Ryan Jones ryanjones
0
250

Transcript

  1. .Z42- */%&9ʴ&91-"*/ೖ໳ גࣜձࣾΠϯϑΟχοτϧʔϓ PUB ࡞੒ɿɹ࠷ऴߋ৽ɿ

  2. ͜ͷεϥΠυͷ಺༰ .Z42-*OOP%#Λલఏͱͨ͠*/%&9ͱ&91-"*/ͷॳڃฤ

  3. ໨࣍ */%&9Λ࢖͓͏ */%&9ͱ͸Կ͔ */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ */%&9Λ࡞੒͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ &91-"*/Λ࢖͓͏ &91-"*/ͱ͸Կ͔ &91-"*/Ͱग़ྗ͞ΕΔ֤߲໨ʹ͍ͭͯ &91-"*/ग़ྗ݁Ռ͔ΒͰ͖Δ42-νϡʔχϯά

  4. */%&9ͱ͸Կ͔ ςʔϒϧʹ͓͚ΔຊͷࡧҾͷΑ͏ͳ΋ͷ ˞ࡧҾɿຊͷதͷޠ۟΍ࣄ߲ͳͲΛҰఆͷॱংʢ͍͋͏͓͑ॱ౳ʣʹฒ΂ɺͦͷޠ۟΍ࣄ ߲ͷ͋ΔϖʔδΛࣔͨ͠ද ࡧҾΛ࢖Θͣʹ໨తͷϖʔδΛϖʔδ໨͔Βॱ൪ʹ୳͢ ʢΠϯσοΫεΛ࢖༻͠ͳ͍4&-&$5ʣ ˠ஗͍ ࡧҾΛ࢖ͬͯ໨తͷϖʔδΛ୳͢ ʢΠϯσοΫεΛ࢖༻ͨ͠4&-&$5ʣ ˠૣ͍

    ˞ͨͩ͠୯७ͳݕࡧͷ৔߹ɺ ϨίʔυҎԼͳΒΠϯσοΫε͕ͳ͍ํ͕଎͍͜ͱ΋

  5. */%&9ͱ͸Կ͔ 4&-&$5଎౓ൺֱ 0 500 1,000 1,500 2,000 2,500 1 101

    201 300 ϛϦඵ ສϨίʔυ ৚߲݅໨΁ͷΠϯσοΫε༗Γ ແ͠Ͱ4&-&$5ʹ͔͔Δ࣌ؒ ͷҧ͍Λௐ΂ͯΈΔ 4&-&$5 '30.UFTU@UCM8)&3& DPM@ ˞ճຖͷฏۉ஋ ΠϯσοΫεΛ࢖༻͢Δͱ 4&-&$5ʹ͔͔Δ͕࣌ؒ݅ ਺ʹൺྫͤͣҰఆ ΠϯσοΫεΛ࢖༻͠ͳ͍ͱ 4&-&$5ʹ͔͔Δ͕࣌ؒ݅ ਺ʹൺྫͯ͠૿Ճ͢Δ ແ͠ ༗Γ

  6. */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 8)&3&۟ͦͷ̍ ɺ͸ΠϯσοΫε͕࢖༻Ͱ͖ͳ͍ 8)&3&۟ͷશͯͷ"/%ʹ͔͔͍ͬͯͳ͍ΠϯσοΫε͸࢖༻͞Εͳ͍ ᐆດݕࡧ࣌ɺఆ਺จࣈྻʴલํҰகҎ֎Ͱ͸ΠϯσοΫε͕࢖༻Ͱ͖ͳ͍ 8)&3&DPM@JOEFY@"/%DPM@JOEFY@03DPM@JOEFY@"/%DPM@JOEFY@ ɹɹɹɹ◦DPM@JOEFY@ ɹɹɹɹ×DPM@JOEFY@ ɹɹɹɹ×DPM@JOEFY@ ɹɹɹɹ◦8)&3&DPM@JOEFY@-*,&จࣈྻ

    ɹɹɹɹ×8)&3&DPM@JOEFY@-*,&จࣈྻ ɹɹɹɹ×8)&3&DPM@JOEFY@-*,&จࣈྻ ɹɹɹɹ×8)&3&DPM@JOEFY@-*,&DPM@ ɹɹɹɹ×8)&3&DPM@JOEFY@ ɹɹɹɹ◦8)&3&DPM@JOEFY@*/   Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@JOEFY@ DPM@JOEFY@ */%&9 DPM@JOEFY@ DPM@JOEFY@ */%&9 DPM@JOEFY@

  7. */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 8)&3&۟ͦͷ̎ ෳ߹ΠϯσοΫε ෳ਺ͷΧϥϜʹର͢ΔΠϯσοΫε ઌ಄ͷΠϯσοΫε͔Βॱʹ෦෼ΠϯσοΫεͱͯ͠࢖༻Ͱ͖Δ ˞΄ͱΜͲͷ৔߹.Z42-ଆͰద੾ʹฒͼସ͑ͯ͘ΕΔ͕ɺҰԠઌ಄ΠϯσοΫε͔Βॱʹॻ͘͜ͱ 8)&3&DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@ ɹɹɹɹ◦DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@

    8)&3&DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@ ɹɹɹɹ◦DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ 8)&3&DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@@@ */%&9 DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@

  8. */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 8)&3&۟ͦͷ̏ લͷΩʔ͕ൣғݕࡧͷ৔߹ɺͦΕҎ߱ͷΩʔ͕࢖༻͞Εͳ͍͜ͱ͕͋Δ ΠϯσοΫεϚʔδ ΠϯσοΫεΛ݁߹ͯ͠ར༻͢Δ ૝ఆ௨ΓʹΠϯσοΫεϚʔδͱͯ͠ར༻͞Εͳ͍Մೳੑ͕͋Δ 8)&3&DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@ ɹɹɹɹ◦DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@

    DPM@JOEFY@QBSU@ ˣΠϯσοΫε͕࢖༻͞ΕΔΑ͏ʹॻ͖׵͑Δˣ 8)&3&DPM@JOEFY@QBSU@*/   "/%DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@ ɹɹɹɹ◦DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@JOEFY@ DPM@JOEFY@ */%&9 DPM@JOEFY@

  9. */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 8)&3&۟ͦͷ̐ ෳ߹ΠϯσοΫεͱΠϯσοΫεϚʔδͷҧ͍ ࢖༻ՄೳͱͳΔΠϯσοΫε ෳ߹ΠϯσοΫεʢDPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ʣ ΠϯσοΫεϚʔδʢDPM@JOEFY@ DPM@JOEFY@ͷ୯ମΠϯσοΫεʣ ◦DPM@JOEFY@QBSU@ ◦DPM@JOEFY@QBSU@

    DPM@JOEFY@QBSU@ ◦DPM@JOEFY@QBSU@ ◦DPM@JOEFY@QBSU@ ◦DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@@ */%&9 DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@JOEFY@ DPM@JOEFY@ */%&9 DPM@JOEFY@

  10. */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 8)&3&۟ͦͷ̑ ࢖༻ՄೳͱͳΔ৚݅ͷҰྫ ෳ߹ΠϯσοΫε ΠϯσοΫεϚʔδ ◦8)&3&DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@ ×8)&3&DPM@JOEFY@QBSU@03DPM@JOEFY@QBSU@ ◦8)&3&DPM@JOEFY@QBSU@03DPM@JOEFY@QBSU@"/%DPM@JOEFY@QBSU@ ◦8)&3&DPM@JOEFY@"/%DPM@JOEFY@ ◦8)&3&DPM@JOEFY@03DPM@JOEFY@

    ×8)&3&DPM@JOEFY@03DPM@JOEFY@"/%DPM@JOEFY@

  11. */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 4&-&$5଎౓ൺֱ 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8

    0.9 1 101 201 300 ϛϦඵ ສϨίʔυ ৚߲݅໨͕ෳ߹ΠϯσοΫε͔Πϯ σοΫεϚʔδ͔Ͱ4&-&$5ʹ͔ ͔Δ࣌ؒͷҧ͍Λௐ΂ͯΈΔ 4&-&$5 '30.UFTU@UCM8)&3&DPM@ "/%DPM@b` ˞ճຖͷฏۉ஋ ෳ߹ɿ Ϛʔδɿ ෳ߹ΠϯσοΫεͱΠϯσοΫε ϚʔδͰ͸ΠϯσοΫεϚʔδͷ ํ͕஗͍ ෳ߹ Ϛʔδ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@@ */%&9 DPM@ DPM@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@ DPM@JOEFY@ */%&9 DPM@ ֦େ

  12. ҎԼͷ৔߹03%&3#:۟ʹΠϯσοΫε͸࢖༻Ͱ͖ͳ͍ ࿈ଓ͠ͳ͍Ωʔ ˞࿈ଓ͍ͯ͠Ε͹໰୊ͳ͍ 03%&3#:DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ɼDPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ

    03%&3#:ͦͷ̍ 03%&3#:DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ ɹɹɹɹ◦DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@@@ */%&9 DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@

  13. "4$ͱ%&4$͕ࠞࡏ͍ͯ͠Δ ෳ਺ͷΩʔ */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 03%&3#:ͦͷ̎ 03%&3#:DPM@JOEFY@ DPM@JOEFY@ ɹɹɹɹ×DPM@JOEFY@ ɹɹɹɹ×DPM@JOEFY@ Ωʔ໊ छผ

    ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@JOEFY@ DPM@JOEFY@ */%&9 DPM@JOEFY@ 03%&3#:DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@%&4$ ɹɹɹɹ×DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ ɹɹɹɹ×DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@@@ */%&9 DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@ DPM@JOEFY@QBSU@

  14. */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ 03%&3#:ͦͷ̏ 8)&3&۟Ͱ࢖༻͞Ε͍ͯΔ΋ͷͱผͷΩʔ 03%&3#:۟ͱ(3061#:۟Ͱ࢖༻͍ͯ͠Δ߲໨͕ҟͳΔ 8)&3&DPM@JOEFY@ 03%&3#:DPM@JOEFY@ ɹɹɹɹ˚DPM@JOEFY@ ɹɹɹɹ˚DPM@JOEFY@ ˞ͲͪΒ͔ยํͷΈ࢖༻Մೳ Ωʔ໊

    छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@JOEFY@ DPM@JOEFY@ */%&9 DPM@JOEFY@ (3061#:DPM@JOEFY@ 03%&3#:DPM@JOEFY@ ɹɹɹɹ◦DPM@JOEFY@ ɹɹɹɹ×DPM@JOEFY@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@JOEFY@ DPM@JOEFY@ */%&9 DPM@JOEFY@

  15. )"7*/(۟͸ΠϯσοΫε͕࢖༻͞Εͳ͍ ࢖༻ͯ͠ཉ͍͠ΠϯσοΫε͕࢖༻͞Εͳ͍৔߹͸'03$&*/%&9Λ࢖ͬ ͯΠϯσοΫεΛࢦఆ͢Δ͜ͱ͕Ͱ͖Δ ૝ఆͨ͠ΠϯσοΫεΛ࢖༻͢Δ42-ʹͳ͍ͬͯΔ͔Λ&91-"*/Ͱ֬ೝ ͢Δ ˞Ϩίʔυ਺΍σʔλͷ಺༰ʹΑΓ࢖༻͞ΕΔΠϯσοΫε͕มΘΔՄೳੑ͕͋ΔͷͰɺ࣮ࡍ ʹ͍ۙσʔλΛ࢖༻͢Δ͜ͱ͕ॏཁ */%&9Λ࢖༻͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ ͦͷଞ

  16. */%&9Λ࡞੒͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ ͦͷ̍ جຊతʹબ୒ੑͷߴ͍߲໨͕ΠϯσοΫεͩͱޮՌ͕ߴ͍ બ୒ੑ͕ߴ͍ˠͦͷ߲໨ͰߜΓࠐΜͩ݁Ռ݅਺͕গͳ͍ બ୒ੑ͕௿͍ˠͦͷ߲໨ͰߜΓࠐΜͩ݁Ռ݅਺͕ଟ͍ ˞ੑผɺ0/0''ϑϥάͱͯ͠࢖༻͢Δ߲໨ͳͲ ˞΄ͱΜͲϑϥάཱ͕͍ͬͯͳ͍߲໨ͷɺϑϥάཱ͕͍ͬͯΔ΋ͷΛநग़͢Δ৔߹ͳͲ͸ ɹબ୒ੑ͕௿ͯ͘΋݁Ռ݅਺͕গͳ͘ͳΔͨΊΠϯσοΫεʹ͢ΔͱޮՌ͕ߴ͍ ෳ߹ΠϯσοΫε͸ઌ಄͔Βॱʹ෦෼ΠϯσοΫεͱͯ͠΋࢖༻Ͱ͖ΔͷͰɺ ୯ಠͰ࢖ΘΕΔ͜ͱ΋͋ΔΧϥϜ͸ΠϯσοΫεͷ࠷ॳͷྻʹࢦఆ͢Δ

    ෳ߹ΠϯσοΫε͸બ୒ੑͷߴ͍΋ͷΛઌ಄ʹ͢Δ

  17. */%&9Λ࡞੒͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ ͦͷ̎ ΠϯσοΫεαΠζ͕૿͑Δ͜ͱʹΑΔӨڹ ݕࡧ଎౓͕௿Լ */4&35ɺ61%"5&ɺ%&-&5&࣌ΠϯσοΫεΛ࡞Γ௚͢଎౓͕௿Լ ΠϯσοΫε৘ใΛ֨ೲ͢ΔͨΊ%#༰ྔ͕૿Ճ ϝϞϦʹऩ·ΔαΠζΛ௒͑ΔͱɺσΟεΫ͔ΒͷಡΈࠐΈ͕ൃੜͯ͠଎౓͕େ ෯௿Լ

  18. */%&9Λ࡞੒͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ ΠϯσοΫεαΠζൺֱ 0 60 120 180 240 1 101 201

    300 MB ສϨίʔυ 0 1 1(3ͷෳ߹) 3 σʔλαΠζ ΠϯσοΫεͷ༗Γແ͠ɺݸ਺ͰΠϯ σοΫεαΠζͷҧ͍Λௐ΂ͯΈΔ ̌ɿແ͠ ̍ɿ ̍ʢ̏ͷෳ߹ʣɿ ̏ɿ ΠϯσοΫε͕ଟ͍ఔ%#αΠζ૿Ճ ෳ਺ͷ୯ମΠϯσοΫεΑΓ΋ಉ߲໨ ͷෳ߹ΠϯσοΫεͷํ͕%#αΠζগ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@@@ */%&9 DPM@ DPM@ DPM@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@ DPM@JOEFY@ */%&9 DPM@ DPM@JOEFY@ */%&9 DPM@ Ωʔ໊ छผ ϑΟʔϧυ DPM@JOEFY@ */%&9 DPM@

  19. */%&9Λ࡞੒͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ */4&35଎౓ൺֱ 0 1 2 3 4 1 101 201

    300 ϛϦඵ ສϨίʔυ 0 1 1(3ͷෳ߹) 3 ΠϯσοΫεͷ༗Γແ͠ɺݸ਺Ͱ */4&35ʹ͔͔Δ࣌ؒͷҧ͍Λௐ ΂ͯΈΔ */4&35*/50UFTU@UCM DPM@  DPM@ DPM@ DPM@ 7"-6&4 SBOE    SBOE    SBOE     SBOE     ˞ ճຖͷฏۉ஋ ΠϯσοΫε͕ଟ͍ํ͕ΑΓ࣌ ͕͔͔ؒΔ ෳ਺ͷ୯ମΠϯσοΫεΑΓ΋ ಉ߲໨ͷෳ߹ΠϯσοΫεͷํ ͕଎͍

  20. */%&9Λ࡞੒͢Δ࣌ʹؾΛ͚ͭΔ͜ͱ ͦͷ̏ ΠϯσοΫεαΠζΛݮΒ͢ʹ͸ ෆཁͳΠϯσοΫεΛ࡞੒͠ͳ͍ ΠϯσοΫεͷΩʔ௕Λ୹͘͢Δ ɹখ͍͞αΠζͷσʔλܕΛ࢖༻͢Δɺ௕͍จࣈྻͳͲΛΠϯσοΫεʹ͠ͳ͍ σʔλࣗମΛݮΒ͢

  21. &91-"*/ͱ͸Կ͔ ʮ&91-"*/4&-&$5ʙʯ౳4&-&$5จͷ಄ʹʮ&91-"*/ʯΛ͚ͭΔͱɺ .:42-ΦϓςΟϚΠβ͕ΫΤϦͷ࣮ߦܭըΛදࣔͯ͘͠ΕΔ ˞%&-&5&ɺ61%"5&Ͱ࢖༻͍ͨ͠৔߹͸4&-&$5ʹॻ͖׵͑Δ &91-"*/4&-&$5 '30.UFTU@UCM 8)&3&DPM@JOEFY@ "/%DPM@JOEFY@ "/%DPM@JOEFY@ JE

    TFMFDU@UZQF UBCMF UZQF QPTTJCMF@LFZT LFZ LFZ@MFO SFG SPXT &YUSB  4*.1-& UFTU@UCM SFG DPM@JOEFY@ DPM@JOEFY@ DPM@JOEFY@  DPOTU  6TJOHXIFSF

  22. &91-"*/Ͱग़ྗ͞ΕΔ֤߲໨ʹ͍ͭͯ ͦͷ̍ TFMFDU@UZQF ɹ4FMFDUͷछྨɹ UBCMF ɹࢀর͢Δςʔϒϧ QPTTJCMF@LFZT ɹ࢖༻ՄೳͳΠϯσοΫεϦετ LFZ ɹ.Z42-͕࣮ࡍʹ࢖༻Λܾఆͨ͠ΠϯσοΫε

    ॏཁ JE TFMFDU@UZQF UBCMF UZQF QPTTJCMF@LFZT LFZ LFZ@MFO SFG SPXT &YUSB  4*.1-& UFTU@UCM SFG DPM@JOEFY@ DPM@JOEFY@ DPM@JOEFY@  DPOTU  6TJOHXIFSF

  23. &91-"*/Ͱग़ྗ͞ΕΔ֤߲໨ʹ͍ͭͯ ͦͷ̎ LFZ@MFO ɹΠϯσοΫεͷΩʔ௕ SFG ɹݕࡧ৚݅ͰɺLFZͱൺֱ͞Ε͍ͯΔΧϥϜ·ͨ͸ఆ਺ SPXT ɹݕࡧ͞ΕΔਪఆϨίʔυ਺ ɹಉ݁͡ՌͱͳΔ42-ͳΒ͕͜͜গͳ͍΄Ͳྑ͍ ॏཁ

    JE TFMFDU@UZQF UBCMF UZQF QPTTJCMF@LFZT LFZ LFZ@MFO SFG SPXT &YUSB  4*.1-& UFTU@UCM SFG DPM@JOEFY@ DPM@JOEFY@ DPM@JOEFY@  DPOTU  6TJOHXIFSF

  24. &91-"*/Ͱग़ྗ͞ΕΔ֤߲໨ʹ͍ͭͯ ͦͷ̏ UZQF ݁߹ܕ DPOTU ɹҰக͢ΔϨίʔυ͕࠷େͭ ɹ6/*26&·ͨ͸13*."3:,&:ͷΠϯσοΫεͷ౳Ձݕࡧ FR@SFG ɹ̍ɿ̍ͷ+0*/ ɹ6/*26&·ͨ͸13*."3:,&:ͷΠϯσοΫεΛ࢖༻

    SFG ɹ̍ɿ̽ͷ+0*/ ɹ6/*26&·ͨ͸13*."3:,&:Ҏ֎ͷΠϯσοΫεΛ࢖༻ SFG@PS@OVMM ɹ/6--Λ࢖༻ͨ͠Ϩίʔυͷิ଍ݕࡧ΋௥Ճ࣮ߦ͞ΕΔ ॏཁ JE TFMFDU@UZQF UBCMF UZQF QPTTJCMF@LFZT LFZ LFZ@MFO SFG SPXT &YUSB  4*.1-& UFTU@UCM SFG DPM@JOEFY@ DPM@JOEFY@ DPM@JOEFY@  DPOTU  6TJOHXIFSF

  25. &91-"*/Ͱग़ྗ͞ΕΔ֤߲໨ʹ͍ͭͯ ͦͷ̐ *OEFY@NFSHF ɹΠϯσοΫεϚʔδ͕࢖༻͞ΕΔ VOJRVF@TVCRVFSZ ɹαϒΫΤϦͰ6/*26&·ͨ͸13*."3:,&:ͷΠϯσοΫεΛ࢖༻ JOEFY@TVCRVFSZ ɹαϒΫΤϦͰ6/*26&·ͨ͸13*."3:,&:Ҏ֎ͷΠϯσοΫεΛ࢖༻ SBOHF ɹΠϯσοΫεΛ࢖༻ͨ͠ൣғݕࡧ

    JOEFY ɹϑϧΠϯσοΫεεΩϟϯ ɹΠϯσοΫεʹର͢Δ"--ͷͨΊ஗͍ "-- ɹϑϧςʔϒϧεΩϟϯ ɹΠϯσοΫεͷ௥ՃͳͲͰճආՄೳ ͜Ε͕ग़ͨΒ஫ҙ

  26. &91-"*/Ͱग़ྗ͞ΕΔ֤߲໨ʹ͍ͭͯ ͦͷ̑ &YUSB ɹͲͷΑ͏ʹΫΤϦ͕ղܾ͞ΕΔ͔ʹؔ͢Δ௥Ճ৘ใ ɹ਺͕ଟ͍ͷͰग़ͨΒ஫ҙͳ΋ͷͷΈهࡌ 6TJOHpMFTPSU ɹ03%&3#:ʹΠϯσοΫεΛ࢖༻Ͱ͖ͳ͍ 6TJOHUFNQPSBSZ ɹΫΤϦͷղܾʹςϯϙϥϦςʔϒϧͷ࡞੒͕ඞཁ ɹ%*45*/$5ͷ࢖༻࣌΍03%&3#:ʹΠϯσοΫεΛ࢖༻Ͱ͖ͳ͍৔߹ɺ03%&3#:ͱ

    (3061#:͕ࣜҟͳΔ৔߹ͳͲ ͜Ε͕ग़ͨΒ஫ҙ ॏཁ JE TFMFDU@UZQF UBCMF UZQF QPTTJCMF@LFZT LFZ LFZ@MFO SFG SPXT &YUSB  4*.1-& UFTU@UCM SFG DPM@JOEFY@ DPM@JOEFY@ DPM@JOEFY@  DPOTU  6TJOHXIFSF

  27. &91-"*/ग़ྗ݁Ռ͔ΒͰ͖Δ42-νϡʔχϯά 42-Λνϡʔχϯά͢Δʹ͸UZQF LFZ SPXT FYUSB͕ॏཁ UZQF ɹJOEFY "--ͷ৔߹͸νϡʔχϯάͰ͖ͳ͍͔ݕ౼͢Δ LFZ ɹ૝ఆ௨ΓͷΠϯσοΫε͕࢖༻͞Ε͍ͯΔ͔֬ೝ͢Δ

    SPXT ɹΑΓ݅਺ΛߜΓࠐΉ͜ͱ͸Մೳ͔ݕ౼͢Δ &YUSB ɹVTJOHpMFTPSU VTJOHUFNQPSBSZͷ৔߹͸νϡʔχϯάͰ͖ͳ͍͔ݕ౼͢Δ JE TFMFDU@UZQF UBCMF UZQF QPTTJCMF@LFZT LFZ LFZ@MFO SFG SPXT &YUSB  4*.1-& UFTU@UCM SFG DPM@JOEFY@ DPM@JOEFY@ DPM@JOEFY@  DPOTU  6TJOHXIFSF

  28. ࢀߟࢿྉ .Z42-ϦϑΝϨϯεϚχϡΞϧ࠷దԽ4&-&$5εςʔτϝ ϯτ͓ΑͼͦͷଞͷΫΤϦͷ࠷దԽ IUUQEFWNZTRMDPNEPDSFGNBOKBRVFSZTQFFEIUNM .Z42-1SBDUJDF8JLJ IUUQXXXNZTRMQSBDUJDFXJLJDPN

  29. ͦͷଞ σʔλ࡞੒ʹ࢖༻ͨ͠ϚγϯͷεϖοΫ .Z42- $16()[*OUFM$PSF%VP 3".(#