Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Fat Modelに対処する
6つのリファクタリングパターン

Kaoru Hotate
September 15, 2019
Programming
13
4.1k

Fat Modelに対処する
6つのリファクタリングパターン

2019/09/15 大阪Ruby会議02 登壇資料 https://regional.rubykaigi.org/osaka02/
Fat Modelに対処する
6つのリファクタリングパターン

Kaoru Hotate

September 15, 2019
Tweet

More Decks by Kaoru Hotate

See All by Kaoru Hotate
20240607_人を動かし続ける力_ピープルマネジメントへの内発的動機づけの工夫
hotatekaoru
1
360
20210528_MedPeer_事業成長を加速させたエンジニアリングのウラ側
hotatekaoru
0
1.2k
費用対効果の高いテストコードを書くために意識したこと.pdf
hotatekaoru
3
4.7k
新規プロジェクトのリードエンジニアになるために
hotatekaoru
6
2.6k
リファクタリングチャンスを探せ
hotatekaoru
2
430
Dependabotからの脱却
hotatekaoru
0
420
MobPro2Points
hotatekaoru
0
100
ViewModelをプロダクトに導入した🤖
hotatekaoru
1
210
僕らのリファクタリングは裏切らない
hotatekaoru
2
2.6k

Other Decks in Programming

See All in Programming
Domain-Driven Transformation
hschwentner
2
1.9k
Open source software: how to live long and go far
gaelvaroquaux
0
630
Boost Performance and Developer Productivity with Jakarta EE 11
ivargrimstad
0
270
ARA Ansible for the teams
kksat
0
150
Grafana Loki によるサーバログのコスト削減
mot_techtalk
1
130
2,500万ユーザーを支えるSREチームの6年間のスクラムのカイゼン
honmarkhunt
6
5.3k
『GO』アプリ データ基盤のログ収集システムコスト削減
mot_techtalk
0
120
Introduction to kotlinx.rpc
arawn
0
700
1年目の私に伝えたい！テストコードを怖がらなくなるためのヒント/Tips for not being afraid of test code
push_gawa
0
150
技術を根付かせる / How to make technology take root
kubode
1
250
GoとPHPのインターフェイスの違い
shimabox
2
190
Immutable ActiveRecord
megane42
0
140

Featured

See All Featured
Facilitating Awesome Meetings
lara
52
6.2k
For a Future-Friendly Web
brad_frost
176
9.5k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
507
140k
GraphQLの誤解/rethinking-graphql
sonatard
68
10k
Embracing the Ebb and Flow
colly
84
4.6k
Site-Speed That Sticks
csswizardry
4
380
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
6
550
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
29
1k
Building an army of robots
kneath
303
45k
Fashionably flexible responsive web design (full day workshop)
malarkey
406
66k
A better future with KSS
kneath
238
17k
Why You Should Never Use an ORM
jnunemaker
PRO
55
9.2k

Transcript

  1. 'BU.PEFMʹରॲ͢Δ ͭͷϦϑΝΫλϦϯάύλʔϯ ,BPSV)PUBUF!QVSVOLBPSV .FE1FFS3VCZPO3BJMT&OHJOFFS େࡕ3VCZ,BJHJ PTSL

  2. อཱ֜ ,BPSV)PUBUF  !QVSVOLBPSV  ੜ·ΕͯॳΊͯ େࡕʹདྷ·ͨ͠ʂ ࣗݾ঺հ

  3. 'BU.PEFMͱ͸ DMBTT"SUJDMF"QQMJDBUJPO3FDPSE ͨ͘͞Μͷؔ࿈෇͚ IBT@NBOZDPNNFOUT CFMPOHT@UPDBUFHPSZ  ͨ͘͞Μͷείʔϓ TDPQFQVCMJTIFE \ ^

     ͨ͘͞Μͷϝιου EFGQVCMJTIFE  FOE FOE

  4. "QQMJDBUJPO3FDPSEΛܧঝͨ͠Ϋϥε͕ ศརϝιουूʹͳΔ 'BU.PEFMͰਏ͍͜ͱ मਖ਼ൣғͷಛఆʹ͕͔͔࣌ؒΔ ςετ͕ॻ͖ͮΒ͍ ͓·͡ͳ͍͕ॻ͔Ε͍ͯΔ  SVCPDPQEJTBCMF

  5. 'BU.PEFMʹͳͬͯ͠·͏ ٕज़తͳ໰୊ ࣌ؒɾ޻਺ͷ໰୊ 'BU.PEFMͰ΋Α͍ :"(/*ɾ,*44 'BU$POUSPMMFSʹൺ΂ͨΒ༏ઌ౓͕௿͘ͳΔ 'BU.PEFM͕ى͖Δɾ์ஔ͞ΕΔཧ༝

  6. 'BU.PEFMʹͳͬͯ͠·͏ ٕज़తͳ໰୊ ࣌ؒɾ޻਺ͷ໰୊ ύλʔϯԽɾٕज़ྗͷ޲্ 'BU.PEFMͰ΋Α͍ :"(/*ɾ,*44 'BU$POUSPMMFSʹൺ΂ͨΒ༏ઌ౓͕௿͘ͳΔ ϦϑΝΫλϦϯάͷश׳ 'BU.PEFMΛى͜͞ͳ͍ͨΊʹ͸ʁ

  7.  ໰୊ΛఆܕԽͯ͠ଊ͑ΒΕΔ  ղܾࡦΛ٬؍తʹൺֱͰ͖Δ  ϝϯόʔͷڞ௨ݴޠͱͳΔ ύλʔϯԽͷϝϦοτ ʮJ04ΞϓϦઃܭύλʔϯʯୈষઃܭ͢Δͱ͍͏͜ͱΑΓ

  8.  ϋϯϚʔఝප  ϋϯϚʔͷ࢖͍ํΛ֮͑ͨΒɺશ෦ఝʹݟ͑Δ ύλʔϯԽͷσϝϦοτɾ஫ҙ఺

  9. ۜͷ஄ؙͰ͸ͳ͍ ଞͷύλʔϯ΋͋Δ͸ͣ ࠙਌ձ΍5XJUUFSͰڞ༗ͯ͠΋Β͑Δͱخ͍͠ʂ ࠓ೔࿩͢͜ͱ͸ਖ਼ղͰ͸ͳ͍Ͱ͢

  10. ύλʔϯԽͷલʹɾɾɾ

  11. 'BU.PEFM΁ͷҙࣝͷ౷Ұ νʔϜͰཧ࿦ʹ͍ͭͯษڧ ໋໊ϧʔϧͷ࡞੒ ύλʔϯԽͷલʹνʔϜͰ΍ͬͨ͜ͱ

  12. όάΛੜΈ΍͍͢ɾςετ͕ॻ͖ͮΒ͍৔߹ͷΈղফ͢Δ ʢඞཁ͕ͳ͚Ε͹ϦϑΝΫλϦϯάΛ͠ͳ͍ʣ 'BU.PEFM΁ͷҙࣝͷ౷Ұ طଘͷίʔυʹରͯ͠मਖ਼͢Δ৔߹͸ ϦϑΝΫλϦϯά΋ҰॹʹͰ͖ͳ͍͔ߟ͑ͯݟੵ΋Γ͢Δ

  13. νʔϜͰཧ࿦ʹ͍ͭͯษڧ ΦϒδΣΫτࢦ޲ઃܭʹ͍ͭͯ ॻ੶ΛಡΜͰཧղΛਂΊΔ

  14. ॲཧΛ੾Γग़͢͜ͱʹͳΔΫϥεΛ෼ྨ͠ɺ ಛఆͷ໋໊ɾωʔϜεϖʔεʹͳΔΑ͏ϧʔϧΛ࡞੒ ໋໊ϧʔϧͷ࡞੒ αʔϏεͷํ޲ʹΑͬͯมΘΔՄೳੑ΋͋ΔͨΊɺ ԾͰܾΊΔ͘Β͍ͷҐஔ͚ͮ

  15. $PMMFDUPS0CKFDUΛ࢖͏ 7BMVF0CKFDUΛ࢖͏ 1PMJDZ0CKFDUΛ࢖͏ 2VFSZ#VJMEFSΛ࢖͏ 7BMJEBUPS$MBTTΛ࢖͏ ΦϒδΣΫτΛ૿΍ͯ͠ΦϒδΣΫτ಺ͷ෼ذΛݮΒ͢ ϦϑΝΫλϦϯάύλʔϯ

  16. $PMMFDUPS0CKFDUΛ࢖͏ 1

  17. ϦϑΝΫλϦϯάલͷίʔυྫʢهࣄͷҰཡը໘ʣ $PMMFDUPS0CKFDU DMBTT"SUJDMFT$POUSPMMFS"QQMJDBUJPO$POUSPMMFS EFGJOEFY !BSUJDMFT"SUJDMFQVCMJTIFE   QBHF QBSBNT<QBHF> QFS

      FOE FOE GJMUFSFE@CZ@DBUFHPSZ QBSBNT<DBUFHPSZ> PSEFSFE@CZ QBSBNT<PSEFS>

  18. DMBTT"SUJDMF"QQMJDBUJPO3FDPSE CFMPOHT@UPDBUFHPSZ TDPQFGJMUFSFE@CZ@DBUFHPSZ  DBUFHPSZ \ JGDBUFHPSZ KPJOT DBUFHPSZ NFSHF

    $BUFHPSZXIFSF OBNFDBUFHPSZ  FOE ^ FOE ϦϑΝΫλϦϯάલͷίʔυྫʢهࣄΫϥεʣ $PMMFDUPS0CKFDU

  19. ݱঢ়ͷ໰୊఺ $PMMFDUPS0CKFDU ݕࡧ৚͕݅૿͑Δͨͼʹ.PEFMʹTDPQFΛ௥Ճ ෳ਺ͷը໘͔Βผͷ৚݅ʹΑΔݕࡧ͕͋Δ৔߹ɺ ͭͷ.PEFMʹશͯهࡌ͢Δ ଠΓ΍͍͢ମ࣭Ͱ͢

  20. $PMMFDUPS0CKFDUΛ࢖͏ 1

  21. ϦϑΝΫλϦϯάલ $PMMFDUPS0CKFDU "SUJDMFT$POUSPMMFS "SUJDMF "SUJDMFT$POUSPMMFS "SUJDMF'JMUFSJOH "SUJDMFT$PMMFDUPS "SUJDMF0SEFSJOH ϦϑΝΫλϦϯάޙ ϑΟϧλϦϯάΛ୲౰

    ιʔτΛ୲౰

  22. "SUJDMFT$POUSPMMFS"SUJDMFT$PMMFDUPS"SUJDMF'JMUFSJOH $PMMFDUPS0CKFDU DMBTT"SUJDMFT$POUSPMMFS"QQMJDBUJPO$POUSPMMFS EFGJOEFY !BSUJDMFT"SUJDMFT$PMMFDUPSOFX QBSBNTQBSBNT DBMM FOE FOE

  23. DMBTT"SUJDMFT$PMMFDUPS EFGJOJUJBMJ[F QBSBNT  !QBSBNTQBSBNT FOE  EFGDBMM BSUJDMFT"SUJDMFQVCMJTIFE BSUJDMFTGJMUFSJOHDBMM

    BSUJDMFT  BSUJDMFTPSEFSJOHDBMM BSUJDMFT  BSUJDMFTQBHF QBSBNT<QBHF> QFS   FOE "SUJDMFT$POUSPMMFS"SUJDMFT$PMMFDUPS"SUJDMF'JMUFSJOH $PMMFDUPS0CKFDU QSJWBUF  BUUS@SFBEFSQBSBNT  EFGGJMUFSJOH "SUJDMF'JMUFSJOHOFX  QBSBNTQFSNJU DBUFHPSZ    FOE

  24. DMBTT"SUJDMF'JMUFSJOH JODMVEF"DUJWF.PEFM.PEFM BUUS@BDDFTTPSDBUFHPSZ WBMJEBUFTDBUFHPSZ TPNFUIJOH@SVMF  EFGDBMM SFTPVSDFT  SFUVSOSFTPVSDFTJGDBUFHPSZCMBOL

      KPJOT DBUFHPSZ NFSHF $BUFHPSZXIFSF OBNFDBUFHPSZ  FOE FOE "SUJDMFT$POUSPMMFS"SUJDMFT$PMMFDUPS"SUJDMF'JMUFSJOH $PMMFDUPS0CKFDU

  25. վળ݁Ռ $PMMFDUPS0CKFDU ݕࡧ৚͕݅૿͑ͯ΋ݕࡧ৚݅Λ؅ཧ͢Δ 'JMUFSJOHΫϥεʹίʔυΛ૿΍͢ 4Λ࣮ݱ ෳ਺ͷը໘͔Βผͷ৚݅ʹΑΔݕࡧ͕͋Δ৔߹ɺ ͦΕͧΕຖͷը໘༻ͷ$PMMFDUPSɾ'JMUFSJOHΫϥεʹ࣮૷ *Λ࣮ݱ

  26. 7BMVF0CKFDUΛ࢖͏ 2

  27. DMBTT"DDPVOU"QQMJDBUJPO3FDPSE EFGUFM <UFM UFM UFM>KPJO   FOE  EFGUFM@XJUI@IZQIFO

    <UFM UFM UFM>KPJO   FOE  EFGUFM@XJUI@IZQIFO@DPOWFSUFE@GVMM@XJEUI <UFM UFM UFM>KPJO  US  ̌̕  FOE FOE ϦϑΝΫλϦϯάલͷίʔυྫ 7BMVF0CKFDU

  28. ݱঢ়ͷ໰୊఺ 7BMVF0CKFDU UFM͸ɺ൚༻తʹ࢖ΘΕΔ಺༰ͳͷͰɺՕॴʹ·ͱΊ͍ͨ ݱ࣮ੈքͰ͸ɺGBY΋ඞཁͩͬͨ

  29. मਖ਼ํ๏ 7BMVF0CKFDU DPODFSOʹ੾Γग़͢ IFMQFSʹ੾Γग़͢ NPEFMʹ੾Γग़͢

  30. IFMQFSΑΓ͸NPEFMʹ੾Γग़͍ͨ͠ 7BMVF0CKFDU DMBTT"DDPVOU"QQMJDBUJPO3FDPSE 7"-*%@5&-@-&/(5)< > WBMJEBUFGPSNBU@UFM@OVNCFS  EFGGPSNBU@UFM@OVNCFS UFM<UFM UFM

    UFM>KPJO   7"-*%@5&-@-&/(5)JODMVEF UFMMFOHUI FOE FOE

  31. 7BMVF0CKFDUΛ࢖͏ 2

  32. DMBTT5FM BUUS@BDDFTTPSOVNCFS  EFGJOJUJBMJ[F BSFB@DPEF DJUZ@DPEF EJSFDUPSZ@DPEF  !OVNCFS<BSFB@DPEF DJUZ@DPEF

    EJSFDUPSZ@DPEF>KPJO   FOE FOE ి࿩൪߸ΫϥεΛ࡞੒ 7BMVF0CKFDU

  33. DMBTT"DDPVOU"QQMJDBUJPO3FDPSE DPNQPTFE@PGUFM  DMBTT@OBNF5FM  NBQQJOH< <UFM DJUZ@DPEF> <UFM BSFB@DPEF>

    <bUFM EJSFDUPSZ@DPEF> > WBMJEBUFGPSNBU@UFM@OVNCFS  EFGGPSNBU@UFM@OVNCFS 7"-*%@5&-@-&/(5)JODMVEF UFMOVNCFSMFOHUI FOE FOE 7BMVF0CKFDU DPNQPTFE@PGΛ࢖ͬͯ7BMVF0CKFDUΛݺͼग़͢

  34. DPNQPTFE@PGUFM DMBTT@OBNF5FM NBQQJOH<<UFM DJUZ@DPEF>ʜ> EFGUFM 5FMOFX DJUZ@DPEFUFM ʜ  FOE

    7BMVF0CKFDU DPNQPTFE@PGͱ͸

  35. 1PMJDZ0CKFDUΛ࢖͏ 3

  36. DMBTT"SUJDMF"QQMJDBUJPO3FDPSE EFGFEJUJOH  EFMFUFE  QVCMJTIFE@BUCMBOL ccQVCMJTIFE@BU%BUF5JNFOPX  FOE 

    EFGXBJU@SFWJFX  EFMFUFEQVCMJTIFE@BUQVCMJTIFE@BU%BUF5JNFOPX SFWJFXFE FOE  EFGQVCMJTIFE  FOE ϦϑΝΫλϦϯάલͷίʔυྫ 1PMJDZ0CKFDU

  37. ݱঢ়ͷ໰୊఺ 1PMJDZ0CKFDU ϏδωεϩδοΫ͕"3Λܧঝͨ͠Ϋϥεʹॻ͔Ε͍ͯΔ ݟ௨͕͠ѱ͘ͳΔ

  38. 1PMJDZ0CKFDUΛ࢖͏ 3

  39. DMBTT"SUJDMF1PMJDZ EFGJOJUJBMJ[F BSUJDMF  !BSUJDMFBSUJDMF FOE  EFGFEJUJOH  !BSUJDMFEFMFUFE

     !BSUJDMFQVCMJTIFE@BUCMBOL cc !BSUJDMFQVCMJTIFE@BU%BUF5JNFOPX  FOE FOE ෳ਺Ϩίʔυͷ7BMJEBUJPO΋੾Γग़ͤΔ 1PMJDZ0CKFDU

  40. 2VFSZ#VJMEFSʹ੾Γग़͢ 4

  41. DMBTT"SUJDMF"QQMJDBUJPO3FDPSE TDPQFTDPQF@CZ@NBOZ@DPOEJUJPO@DPMVNOT  QBSBNT \ XIFSF ৚݅"  PS 

    XIFSF ৚݅#  XIFSFOPU ৚݅$    ^ FOE ϦϑΝΫλϦϯάલͷίʔυྫ 2VFSZ#VJMEFS

  42. ݱঢ়ͷ໰୊఺ 2VFSZ#VJMEFS TDPQFͷݟ௨͕͠ѱ͍ TDPQFͷதͰɺ3FMBUJPO$IBJO͍ͯ͠ΔՕॴΛ ৼΔ෣͍͝ͱʹॲཧΛ෼͚͍ͨ  ผͷTDPQFʹ੾Γग़͢ͱɺେྔͷTDPQF͕Ͱ͖Δ

  43. 2VFSZ#VJMEFSʹ੾Γग़͢ 4

  44. DMBTT"SUJDMF)PHF2VFSZ#VJMEFS EFGJOJUJBMJ[F QBSBNT  !QBSBNTQBSBNT FOE  EFGDBMM GPS@DPOEJUJPO@B PS

    GPS@DPOEJUJPO@C@D  FOE FOE "SUJDMF"SUJDMF)PHF2VFSZ#VJMEFS 2VFSZ#VJMEFS QSJWBUF  EFGGPS@DPOEJUJPO@B "SUJDMFXIFSF ৚݅"  FOE  EFGGPS@DPOEJUJPO@C@D "SUJDMFXIFSF ৚݅#  XIFSFOPU ৚݅$  FOE ͜͜͸ద੾ͳϝιου໊ʹ͢Δ

  45. DMBTT"SUJDMF"QQMJDBUJPO3FDPSE TDPQFTDPQF@CZ@NBOZ@DPOEJUJPO@DPMVNOT  QBSBNT \ "SUJDMF)PHF2VFSZ#VJMEFSOFX QBSBNTQBSBNT DBMM ^ FOE

    "SUJDMF"SUJDMF)PHF2VFSZ#VJMEFS 2VFSZ#VJMEFS

  46. 7BMJEBUPS$MBTTΛ࢖͏ 5

  47. DMBTT6TFS"QQMJDBUJPO3FDPSE WBMJEBUFLBOB@OBNF@TIPVME@POMZ@LBUBLBOB  QSJWBUF  EFGLBOB@OBNF@TIPVME@POMZ@LBUBLBOB SFUVSOJGLBOB@OBNFNBUDI ,"5","/"@3&(&9 FSSPSTBEE LBOB@OBNF

    ͕ෆਖ਼ͳܗࣜͰ͢  FOE FOE ϦϑΝΫλϦϯάલͷίʔυྫ 7BMJEBUPS$MBTT

  48. ݱঢ়ͷ໰୊఺ 7BMJEBUPS$MBTT ֤Ϋϥεͷதʹॻ͘ͱɺڞ௨ԽͰ͖ͳ͍ 7BMJEBUJPOࣗମͷॲཧ͕ଟ͍ͱɺ .PEFMͷݟ௨͕͠ѱ͘ͳΔ

  49. 7BMJEBUPS$MBTTΛ࢖͏ 5

  50. DMBTT6TFS"QQMJDBUJPO3FDPSE WBMJEBUFTLBOB@OBNF LBUBLBOBUSVF FOE  DMBTT,BUBLBOB7BMJEBUPS"DUJWF.PEFM&BDI7BMJEBUPS EFGWBMJEBUF@FBDI SFDPSE BUUSJCVUF WBMVF

     SFUVSOJGWBMVFNBUDI ,"5","/"@3&(&9 SFDPSEFSSPSTBEE LBOB@OBNF ͕ෆਖ਼ͳܗࣜͰ͢  FOE FOE ,BUBLBOB7BMJEBUPSΫϥεʹ੾Γग़͢ 7BMJEBUPS$MBTT

  51. DMBTT6TFS"QQMJDBUJPO3FDPSE WBMJEBUFT@XJUI%BUF7BMJEBUPS FOE  DMBTT%BUF7BMJEBUPS"DUJWF.PEFM7BMJEBUPS EFGWBMJEBUF SFDPSE  EBUF%BUFQBSTF SFDPSEZFBS

    SFDPSENPOUI SFDPSEEBZ  SFTDVF"SHVNFOU&SSPS SFDPSEFSSPSTBEE CBTF ͕ਖ਼͋͘͠Γ·ͤΜ  FOE FOE ෳ਺ଐੑͷ7BMJEBUJPO΋੾Γग़ͤΔ 7BMJEBUPS$MBTT

  52. ΦϒδΣΫτΛ૿΍ͯ͠ ΦϒδΣΫτ಺ͷ෼ذΛݮΒ͢ 6

  53. DMBTT"SUJDMF$SFBUPS FOVNCZ<VTFS BENJO>  EFGTBWF QBSBNT CZCZ  BSUJDMF"SUJDMFOFX QBSBNT

     BSUJDMFTBWF Ϣʔβʔ͕࡞੒ͨ͠৔߹ɺطಡऀ؅ཧςʔϒϧʹ*/4&35͢Δ BSUJDMFWJFXFSTDSFBUF VTFSBSUJDMFPXOFS JGCZVTFS  FOE FOE ϦϑΝΫλϦϯάલͷίʔυྫ ΦϒδΣΫτΛ૿΍ͯ͠෼ذΛݮΒ͢

  54. ݱঢ়ͷ໰୊఺ ΦϒδΣΫτΛ૿΍ͯ͠෼ذΛݮΒ͢ FOVNCZ\VTFS BENJO^ͷ߲໨͕૿͑ͨ࣌ʹɺ ʮ˓˓ͷ͚࣮࣌ͩߦʯͷ෼ذ͕૿͑Δ ͦͷ෼ςετ΋૿͑Δ

  55. ΦϒδΣΫτΛ૿΍ͯ͠ ΦϒδΣΫτ಺ͷ෼ذΛݮΒ͢ 6

  56. DMBTT"SUJDMF$SFBUPS FOVNCZ<VTFS BENJO>  EFGTBWF QBSBNT CZCZ  BSUJDMF"SUJDMFOFX QBSBNT

     BSUJDMFTBWF Ϣʔβʔ͕࡞੒ͨ͠৔߹ɺطಡऀ؅ཧςʔϒϧʹ*/4&35͢Δ BSUJDMFWJFXFSTDSFBUF VTFSBSUJDMFPXOFS JGCZVTFS  FOE FOE ϦϑΝΫλϦϯάલͷίʔυྫ ΦϒδΣΫτΛ૿΍ͯ͠෼ذΛݮΒ͢ FOVNͷΞΠςϜ਺͚ͩ ΫϥεΛ࡞Δ

  57. DMBTT"SUJDMF$SFBUPS#Z6TFS EFGTBWF QBSBNT  TBWF@CZ@VTFSͷ಺༰͕ೖΔ FOE FOE 6TFS͕هࣄΛ࡞੒͢Δ$SFBUPSΫϥε ΦϒδΣΫτΛ૿΍ͯ͠෼ذΛݮΒ͢

  58. मਖ਼݁Ռ ΦϒδΣΫτΛ૿΍ͯ͠෼ذΛݮΒ͢ ʮ˓˓ͷ͚࣮࣌ͩߦʯͷ෼ذ͕૿͑Δ ͦͷ෼ςετ΋૿͑Δ  ʮ˓˓ͷ͚࣮࣌ͩߦʯͷ˓˓͝ͱʹΫϥε͕࡞ΒΕΔ ෼ذ͕গͳ͍ͷͰɺςετίʔυͷ਺΋ݮΔ 40-*%ݪଇͷ4ͱ0Λ࣮ݱ

  59. ·ͱΊʢ͕࣌ؒ͋Ε͹ɾɾɾʣ

  60. w ύλʔϯԽ͢ΔϝϦοτ w ύλʔϯͷదԠલʹνʔϜͰ΍Δ΂͖͜ͱ w ύλʔϯͷ঺հ ·ͱΊ

  61.  ໰୊ΛఆܕԽͯ͠ଊ͑ΒΕΔ  ղܾࡦΛ٬؍తʹൺֱͰ͖Δ  ϝϯόʔͷڞ௨ݴޠͱͳΔ ύλʔϯԽͷϝϦοτ ʮJ04ΞϓϦઃܭύλʔϯʯୈষઃܭ͢Δͱ͍͏͜ͱΑΓ

  62. 'BU.PEFM΁ͷҙࣝͷ౷Ұ νʔϜͰཧ࿦ʹ͍ͭͯษڧ ໋໊ϧʔϧͷ࡞੒ ύλʔϯͷదԠલʹνʔϜͰ΍Δ΂͖͜ͱ

  63. $PMMFDUPS0CKFDUΛ࢖͏ 7BMVF0CKFDUΛ࢖͏ 1PMJDZ0CKFDUΛ࢖͏ 2VFSZ#VJMEFSΛ࢖͏ 7BMJEBUPS$MBTTΛ࢖͏ ΦϒδΣΫτΛ૿΍ͯ͠ΦϒδΣΫτ಺ͷ෼ذΛݮΒ͢ ϦϑΝΫλϦϯάύλʔϯ

  64. w 1BUUFSOTUP3FGBDUPS'BU"DUJWF3FDPSE.PEFMT IUUQTDPEFDMJNBUFDPNCMPHXBZTUPEFDPNQPTFGBUBDUJWFSFDPSE NPEFMT w 3BJMTͷϑΝοτϞσϧ໰୊ʹରॲ͢ΔલʹಡΜͰ΄͍͠هࣄ IUUQTRJJUBDPNLMSJVUTBJUFNTEGDDBG w 3BJMTͰ΍ͬͯ͠·͍͕ͪͳอकੑΛԼ͛ͯ͠·͏ίʔυͱͦͷղܾࡦ IUUQTRJJUBDPNTIVOIJLJUBJUFNTGECEDFDGD

    w J04ΞϓϦઃܭύλʔϯೖ໳ IUUQTQFBLTDDCPPLTJ04@BSDIJUFDUVSF w 4BOEJ.FU[ΦϒδΣΫτࢦ޲ઃܭ࣮ફΨΠυd3VCZͰΘ͔ΔਐԽ͚ͭͮ͠Δॊೈ ͳΞϓϦέʔγϣϯͷҭͯํ w 3PCFSU$.BSUJO$MFBO"SDIJUFDUVSFୡਓʹֶͿιϑτ΢ΣΞͷߏ଄ͱઃܭ ࢀߟจݙ

  65. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠