Springアプリケーションのテスト道具 使いどころ、使わないどころ / decide-to-use-test-tool-for-spring-application

SPRING FEST ’19
https://springfest2019.springframework.jp/

Transcript

1. 4QSJOH鲚鳏鳢鲩鱅鲯鳟鳫鱳鲾鲱鳀ಓ۩
   ࢖鱉鱮鱘鲒ɺ࢖鲔鱯鱉鱮鱘鲒 4QSJOH
   'FTU
   
   5
   !JSPG
2. JSPG
   鱺鱩鱋鱳鳏鳥鲨鳡鳖
   ։ൃ鲍鲒鱟ʢ鱳นଧ鱦૬खʣ
   鱇鱤鲏鲃鱍鱳鱘鱭鲗
   鱇鱤鲏鲃鱍鱳鱘鱭鱰鱜鱤鱉
   鱉鱛鱭ݴ鱋࣌鱰鱬鱒鲐鱳鱴
   鱉鱩鲇鲉鱨鱫鲐ɺ鱺鱩鱋鱳鱘鱭
3. ࿩鱞鱘鱭 鱺鱩鱋鱳鱘鱭鲗࿩鱜鲃鱞ɻ
   4QSJOH鲚鳏鳢鲩鱅鲯鳟鳫鱳鲾鲱鳀鱞鲐ࡍɺࢲ鱑࢖鱨 鱫鱉鲐ಓ۩鱳঺հ鲗鱜鲃鱞ɻ
   ࢖鱋ɺ࢖鲔鱯鱉鲗൑அ鲗鱮鱳鲍鱋鱰鱜鱫鱉鲐鱐鲗࿩ 鱜鲃鱞ɻ
   鲫鳫鲾鲥鲱鳀鱴4QSJOH
   #PPU鱳4QSJOH
   8FC
   .7$ɻ
4. ࿩鱚鱯鱉鱘鱭 ීஈ鲉鱨鱫鱉鱯鱉鱘鱭鱴࿩鱜鲃鱠鲘ɻ
   鱮鱳ಓ۩鲗࢖鱋鱾鱒鱭ݴ鱨鱤ɺҰൠత鱯౴鱍鱳鲍鱋 鱯鲇鱳鱴࿩鱜鲃鱠鲘ɻ
   鱯鱳鱬ʮ鱘鲑࢖鱍鱵鱉鱉鱳鱰ʯ鱯鱮ɺ鱇鲐鱐鱭ࢥ鱉 鲃鱞ɻ鱡鱷鱏࿩鱜鱜鲃鱜鲌鱋ɻ
5. ૝ఆ鱞鲐օ༷ 4QSJOH
   8FC
   .7$鱬։ൃ鱜鱤鱘鱭鱑鱇鲐
   4QSJOH
   #PPU鱬։ൃ鱜鱤鱘鱭鱑鱇鲐
   +6OJU鱬鲾鲱鳀鱜鱤鱘鱭鱑鱇鲐
   鲾鲱鳀鲗鱮鱋鱞鲑鱵鱉鱉鱐೰鲘鱬鱉鲐
6. ظ଴鱞鲐݁Ռ 鲾鲱鳀鲗鱮鱋鱜鱫鱉鱘鱋鱐ߟ鱍鱴鱝鲆鲎鲑鲐
7. 鱏鱜鱯鱑鱒 ର৅鲚鳏鳢鲩鱅鲯鳟鳫
   ಓ۩鲗鱛鱨鱔鲏঺հ
   鲾鲱鳀鱴แؚؔ܎鱰鱇鲐ʁ
   ࢖鱉鱮鱘鲒
   ࢖鲔鱯鱉鱮鱘鲒
8. ର৅鲚鳏鳢鲩鱅鲯鳟鳫
12. ಓ۩鲗鱛鱨鱔鲏঺հ
13. 鱛鱨鱔鲏Ұཡ +6OJU
    
    .PDLJUP
    4QSJOH
    5FTU
    4FMFOJVN
    %PDLFS
14. +6OJU
     +6OJU
    鱑鳢鳢鱅鲱鱚鲑鱫೥鱑ܦ鱦鲃鱜鱤ɻ
    鲇鱋৽نಋೖ鱳鳢鲱鲧鱴鲀鲁鱇鲏鲃鱠鲘ɻ鱺鱩鱋鱰 +6OJU鲗બ୒鱜鱫େৎ෉ɻ https://speakerdeck.com/irof/junit-5falsekuo-zhang-ji-neng-wowan-quan-nimasutasita ࠓ೥݄鱳
    ؔ鲰鳛鳈鱬࿩鱜鲃鱜鱤
15. .PDLJUP 鳚鲻鲧鳡鲜鳎鳡鳢ɻ
    鳚鲻鲧鳡鲜鳎鳡鳢鱴鱤鱔鱚鲘鱇鲐鱖鲑鱮ɺ.PDLJUP 鱔鲎鱉鱑鳉鳧鳍鳣鱞鱓鱯鱔鱫޷鲄鱬鱞ɻ
    4QSJOH#PPU5FTU鱬ˏ.PDL#FBO鲇࢖鱍鲐鱜ɻ
16. 4QSJOH
    5FTU 4QSJOH࢖鱋鱯鲎鱺鱩鱋࢖鱋鲍鱲ɺ鱭鱉鱋鲾鲱鳀鲭 鳕鱅鳀鲼鱅鳣܈ɻެࣜ鲗Ұ௨鲏ݟ鲃鱜鲌鱋ɻ
    IUUQTEPDTTQSJOHJPTQSJOHGSBNFXPSLEPDTDVSSFOUTQSJOHGSBNFXPSLSFGFSFODFUFTUJOHIUNM
    +6OJU
    ࿈ܞ鲇鱘鱯鲑鱫鱒鲃鱜鱤ɻ
    鳍鳤鱅鳘鳧鱅鲧鲭鳕鱅鳀鱴෼ղ఺鱑ᐆດ鱰鱯鲏鱑鱦 鱯鱳鱬ɺ鱜鱨鱐鲏ࣝผ鱜鲃鱜鲌鱋ɻ鱘鱳఺鱴ޙ鲀鱮 鲇鱋Ұ౓৮鲑鲃鱞ɻ
17. 4QSJOH
    #PPU
    
    
    +6OJU
     +6OJU鱑鲿鳍鲡鳣鳀鱰ɻ
    鱘鲑鲃鱬鲇ґଘ鱰௥Ճ鱜鱤鲎 ࢖鱍鱫鲃鱜鱤鱑ɺԿ鲇ॻ鱐鱯 鱔鱫鲇鲍鱔鱯鲏鲃鱜鱤ɻ
    WJOUBHFೖ鲑鲐鱭৭ʑअຐ鱯 鱳鱬֎鱜鲃鱞鱑ɻ
18. 4FMFOJVN ྺ࢙鱇鲐鳎鳡鲞鲮ࣗಈԽ鲼鱅鳣鱳୅ද֨ɻ
    ଞ鲇৭ʑग़鱫鱒鱤鱖鲑鱮ɺ4QSJOHจ຺鱥鱭+BWB鱰鱴 ෆࣗ༝鱜鱯鱉鱳鱬4FMFOJVN鱑ແ೉鱬鱞ɻ鳈鱅鲰鳟鳫 鲚鲻鳏鱬鱇鲐ఔ౓࢖鱉鲉鱞鱔鱯鱨鱫鱤鲏鱜鲃鱞ɻ
    4FMFOJEF鲉(FC鱯鱮鱴鱏޷鲄鱬鱮鱋鱣ɻ
    4FMFOJEF鱴8&# %#
    13&44
    7PM
    鱬ॻ鱒鲃鱜鱤ɻ
19. %PDLFS 鱢鲒鱢鲒࢖鲔鱯鱉鱘鱭鱑鳢鲱鲧鱰鱯鱨鱫鱒鲃鱜鱤ɻ
    ಓ۩鱳ಋೖ鱴鱐鱯鲏৻ॏ೿鱯ࢲ鱳ײ֮ɻ
    鱬鲇ಋೖ鱴鲃鱥鲃鱥鱯ײ鱝鲇鱜鱫鱉鲃鱞ɻ
    ৗ༻鱜鱫鱉鲐ํ鱐鲎鱜鱤鲎ʮࠓߋʁʯ鱭ࢥ鲔鲑鲐鱐 鲇鱜鲑鲃鱠鲘ɻ
20. %PDLFS鱑ग़鱫鱔鲐鱭鱘鲒 ίʔσΟ ϯά νΣοΫ Πϯ Ϗϧυ & ςετ σϓϩΠ ςετ Ϗϧυ؀ڥ όοΫΤϯυαʔϏε ΞϓϦέʔγϣϯͷ࣮ߦ؀ڥ e2eςετ࣮ߦ؀ڥ όοΫΤϯυαʔϏε 4QSJOH鲚鳏鳢鲩鱅鲯鳟鳫鱳։ൃ鱬鱴
    鲫鱅鳁鲗ॻ鱔։ൃ؀ڥ鱬鱴࢖鲔鱯鱉鱭ࢥ鱉鲃鱞
21. 鲾鲱鳀鱴แؚؔ܎鱰鱇鲐ʁ
22. 鲾鲱鳀鱳แؚؔ܎ 鳤鲜鳜鱅鳁鲚鱅鲥鲾鲧鲹鳛鲗鱭鲐Ҏ্ɺ鲾鲱鳀鱴แ ؚؔ܎鱰鱯鲏鱍鲃鱞ɻ
27. 鲍鱔ฉ鱔࿩ ʮ্Ґ鱳鲾鲱鳀鱬શ෦鱬鱒鲐鱳鱬鱴ʯ
    ʮ鱮鱘鱐鲎鲾鲱鳀鲗鱞鲐鱳鱑鱉鱉鱐鲔鱐鲎鱯鱉ʯ
    ʮ鱮鱋ॅ鲄෼鱖鲐鱳鱑鱉鱉鱐鲔鱐鲎鱯鱉ʯ
    ʮ鲾鲱鳀鱜鱫鱉鲐鱘鱭鱑ॏෳ鱜鱫鱉鲐ʯ
28. แؚؔ܎鱰鱯鲏鱍鲐ʺ鱞鲐 鱬鱒鲐鱘鱭鱭鱞鲐鱘鱭鱴۠ผ鱞鲐ඞཁ鱑鱇鲏鲃鱞ɻ
    ্Ґ鱐鲎鱬鱴鱬鱒鱯鱉鲇鱳ɺ鲉鲏鱪鲎鱉鲇鱳鲇ग़鱫 鱒鲃鱞ɻ
29. 鲾鲱鳀鳌鳡鳗鲻鳁 ্Ґ鲀鱮ॾʑ鱳鲫鲱鳀鱑 ਹ鲅鱳鱬ɺԼҐ鱳਺鲗૿鲉 鱜鱫鱉鱘鱋鱭鱉鱋࿩ɻ
    ্Ґ鲀鱮࣮૷鲇࣮ߦ鲇ղ ੳ鲇鲫鲱鳀鱑鱐鱐鲐ɻ
    ʜʜ鱭ݴ鱋鲇鱳鱨鲂鱉ɻ && *OUFHSBUJPO 6OJU
30. 鲾鲱鳀鱜鱤鱉鱘鱭鱴Կʁ
31. දࣔ
    +BWB4DSJQU鱳ಈ鱒
32. 鲱鲾鲛鲻鲥鱅鲳鲻鲯鳟鳫
33. 鳐鲻鲸鱅ฤू
    SFXSJUF
34. ଞ鲇৭ʑ鱇鲏鲃鱞鱑ׂѪ 鳢鲧鲠鲱鳀鱳౸ୡ
35. 鲾鲱鳀鱜鱤鱉鱘鱭鱴Կʁ
36. 鳈鳢鲿鱅鲯鳟鳫
    4FSWJDFݺ鱸ग़鱜
    ը໘ભҠ
    )5.-ॻ鱒ग़鱜
    ݖݶ
37. 鳢鳕鲰鳀鳢鱳ݺ鱸ग़鱜
38. 鳖鲻鳌鳫鲨
    42-
39. 鳥鲰鲻鲧 鳥鲰鲻鲧 鳥鲰鲻鲧 鳥鲰鲻鲧
40. ʻݪଇʼ
    鲾鲱鳀鱜鱤鱉鱘鱭鱳ۙ鱔鱬
    鲾鲱鳀鲗ߦ鱋
41. 鲾鲱鳀鱜鱤鱉鱘鱭ʹ鲉鱨鱫鲐鱘鱭
    鲉鱨鱫鲐鱘鱭鱰্Ґ鱬Өڹ鲗༩鱍鱫鱉鲐鱭鱜鱤鲎ઃ ܭ鲱鳙鳣ʜʜ鱯鱳鱥鱖鱮ɺ鱢鲘鱯៉ྷ鱰鱬鱒鱫鱯鱉 鱘鱭鲇ଟ鱉鱬鱞ɻ
    鱢鱋ݴ鱋࣌鱴্Ґ鱐鲎鲉鲐鱜鱐鱯鱉鱳鱬ʮ鱉鱩鲇্ Ґ鱐鲎鲉鲑鱵ྑ鱉ʯ鲄鱤鱉鱯鱘鱭鱰鱯鲏鱑鱦鱬鱞ɻ
42. ۙ鱉鱭鱘鲒鱬鲾鲱鳀鱞鲐
    鱤鲆鱳鳚鲻鲧鱳ಋೖ
43. ࢀߟ
    鳚鲻鲧鱭鲾鲱鳀鲸鳎鳣 ୅ସ鲗Ұ཯鳚鲻鲧鱭ݺ鱸鲃鱞ɻ
    5FTU%PVCMF鱰ݶ鲎鱟ɻ
    鱘鱳࢖鱉෼鱖鱴鲾鲱鳀࣮૷࣌鱴 ༗༻鱬鱞鱑ɺձ࿩࣌鱴鱇鲃鲏خ 鱜鱔鱇鲏鲃鱠鲘ɻ
    鱘鱳ล鱴8&# %#
    WPM鱬ॻ 鱒鲃鱜鱤ɻ4QSJOH鱰鲇৮鲑鱫鱉 鲃鱞ɻ
44. લఏ
    鱮鱳鲍鱋鱯鲾鲱鳀鱬鲇
    Կ鱐鱜鲎鲗鳚鲻鲧鱜鱫鱉鲐 鲾鲱鳀鳁鳡鲜鳈鱴ݺ鱸ग़鱜ݩ鲗鳚鲻鲧鱜鱫鱉鲃鱞ɻ
    ׬શ鱰ຊ൪鱭ಉ鱝ߏ੒鱬鱇鱨鱫鲇ɺ鲾鲱鳀࣮ࢪऀ鱴 ར༻ऀ鲗鳚鲻鲧鱜鱫鱉鲃鱞ɻ
    鲇鱜ར༻ऀ鱰鲾鲱鳀鱜鱫鲇鲎鱨鱫鲇ɺ࣌ؒ鲉ঢ়گ鲗 鳚鲻鲧鱜鱫鱉鲃鱞ɻ
    ա౓鱰鳚鲻鲧鲗سආ鱞鲐ඞཁ鱴鱇鲏鲃鱠鲘ɻ ந৅త
45. SeleniumϢʔβʔίϛϡχςΟษڧձin Kansai ʮSeleniumΛಋೖ͢Δͱ͖ʹߟ͑Δ͜ͱͥΜͿʯΑΓ
46. ϞοΫͷಋೖͰґଘΛஅͪ੾ͬͯɺ ͳΔ΂͍ۙ͘ͱ͜ΖͰςετͰ͖ΔΑ͏ʹߟ͑·͢ɻ
47. ϒϥ΢β HTML SpringWeb Controller Service Repository MyBatis JDBC SQL DataBase Infrastructure 4QSJOHจ຺鱯鱳鱬鲚鳏鳢鲩鱅鲯鳟鳫鲭鱅鳈鱅鲗ࡉ鱐鱔鱏ૹ鲏鱜鲃鱞ɻ ର৅ΞϓϦέʔ γϣϯͰSpringͷ ؔ܎͢Δ෦෼
48. ϒϥ΢β HTML SpringWeb Controller Service Repository MyBatis JDBC SQL DataBase Infrastructure 鳞鱅鲮鱅
49. SeleniumDocker Selenium Chrome Test HTML SpringWeb Controller Service Repository MyBatis JDBC SQL DataBase Infrastructure
50. ϒϥ΢β Test HTML SpringWeb Controller Service Repository MyBatis JDBC SQL DataBase Infrastructure Mock
51. ϒϥ΢β HTML SpringWeb Controller Service Repository MyBatis JDBC SQL DataBase Infrastructure Test H2Database
52. ϒϥ΢β HTML SpringWeb Controller Service Repository MyBatis JDBC SQL DataBase Infrastructure Test Mock
53. ࢖鱉鱮鱘鲒
    ࢖鲔鱯鱉鱮鱘鲒
54. 6OJU5FTU鱭鱐*OUFHSBUJPO5FTU鱭鱐ݴ༿鱭鱴௚ߦ鱜 鱫ɺಓ۩鱳࢖༻ཁ൱鱑鱇鲏鲃鱞ɻ
    ಓ۩鲗࢖鱋鱘鱭鱑ྑ鱉৔໘鱥鱖鱬鱇鲑鱵ɺڝ߹鱜鱯 鱉ಓ۩鱴શ鱫٧鲆ࠐ鲅鱳鱑ద੾鱯鱴鱟鱬鱞鱑ɺ鱢鱋 鱴鱯鱨鱫鱉鲃鱠鲘ɻ
    鱩鲃鲏Կ鱐鱜鲎鱳鳉鳡鳙鱅鲷鱅鱑鱇鲏ɺ鱢鲑鱰ج鱪 鱉鱫࢖༻鱞鲐鱐鱮鱋鱐鲗൑அ鱜鱫鱉鲐鲔鱖鱬鱞ɻ
55. ޲鱒ෆ޲鱒 鱬鱒鲐鱐鱬鱒鱯鱉鱐
    鱬鱒鱯鱉鱭鱘鲒鱴ʮ࢖鱉鱮鱘鲒ʯ鱳จ຺鱬鱴୯鱰 ࢖鱍鱯鱉鱥鱖鱯鱳鱬೰鲅ඞཁ鱴鱯鱉
    ޲鱒ෆ޲鱒
    ޲鱉鱫鲐鱭鱘鲒鱬࢖鱋
    ෆ޲鱒鱯鱭鱘鲒鱴࢖鲔鱯鱉
56. ޲鱒ෆ޲鱒鱳鳉鳡鳙鱅鲷 鲾鲱鳀鲱鲧鳢鳏鳀鱳ཧղੑɺशಘੑɺมߋੑ
    鲾鲱鳀ࣦഊ࣌鱳ղੳੑ
    鲾鲱鳀࣮ߦ鱳࣌ؒޮ཰ੑɺࢿݯޮ཰ੑ
    鲾鲱鳀鱳҆ఆੑ
    鲾鲱鳀࣮ߦ؀ڥ鱳Ҡ২ੑ
    ʜʜ ඼࣭ಛੑ鱭鱐鲗ࢀর鱜鱫ࡐྉ鱰鱞鲐鱭鱉鱉
57. ࡞੒ ࣮ߦ ධՁ อक ֮͑΍͢͞ ݪҼͷಛఆ ͠΍͢͞ έʔεͷ೺ Ѳ͠΍͢͞ ࣮ߦ଎౓ ίʔυͷ ಡΈ΍͢͞ ίʔυͷ ॻ͖΍͢͞ ؀ڥͷ४උ͠ ΍͢͞ ࢖༻Ϧιʔε ҆ఆ ࣗಈԽ ςετର৅ ͱͷۙ͞ ϦʔυλΠϜ Ұྫ
58. 鳉鳡鳙鱅鲷鱳࢖鱉ํ 鳀鳤鱅鳁鲢鳍鲗ೝࣝ鱞鲐ɻ
    Կ鱐鲗௥Ճ鱞鲐鱭ɺඞ鱟Կ鱐鲗ଛ鱲鲃鱞ɻ
    ٕज़鲱鲷鲻鲧鱳૿Ճɻ
    Կ鱐鲗࡟ݮ鱜鱫鲇Կ鱐鲗ଛ鱲鲐鱭鱴ݶ鲏鲃鱠鲘ɻ
    鱢鲘鱯鲇鱳鱴ࣺ鱫鱫鱜鲃鱍ɻ
59. ޲鱉鱫鱯鱉鲇鱳鲍鲏޲鱉鱫鱉鲐鲇鱳鲗ݟ鱩鱖鲐ɻ
    ޲鱉鱫鱉鱯鱉鲇鱳鲗޲鱉鱫鱉鱯鱉鱭鱘鲒鱬ແཧ໼ཧ ࢖鲔鱯鱉ɻ
    鱘鲑鱑ʮ࢖鲔鱯鱉鱮鱘鲒ʯ鱬鱞ɻ
    鱇鱤鲏鲃鱍鱳࿩鱥鱖鲑鱮ɺҙ֎鱭鱬鱒鱯鱉ɻ
60. ಓ۩鱳࢖鱉鱮鱘鲒鲗ݟۃ鲆鲐
    ʢ࢖鱍鲐鱐鱮鱋鱐ฤʣ ʮ࢖鱍鲐ʯ鱳࣍鱴લஈ鱳޲鱒ෆ޲鱒ɻ
61. ಓ۩鱳ొ৔鲯鱅鳫 ςετର৅ ಓ۩ ಓ۩ ςετ εΫϦϓτ
62. ಓ۩鱳ొ৔鲯鱅鳫 ςετର৅ ಓ۩ ಓ۩ ςετ εΫϦϓτ MockMvc Selenium RestAssured MockRestServiceServer h2 database engine Mockito
63. ك鱰鲍鱔ݟ鲐ࣄނ ςετର৅ ಓ۩ ಓ۩ ςετ εΫϦϓτ ຊ౰ʹςετ͔ͨͬͨ͠ൣғ ςετͰ͖ͳ͘ͳ͍ͬͯΔͱ͜Ζ
64. ྫ
    ֎෦鲭鱅鳋鲱ݺ鱸ग़鱜鲗 鲾鲱鳀鱜鱤鱉
65. .PDL3FTU4FSWJDF4FSWFS
    ެࣜ鳁鲥鳝鳙鳫鳀ʣ https://docs.spring.io/spring-framework/docs/current/spring-framework-reference/testing.html#spring-mvc-test-client
66. 3FTU5FNQMBUF鱳࢓૊鲄
    5&3"40-/"鳁鲥鳝鳙鳫鳀 https://terasolunaorg.github.io/guideline/5.5.1.RELEASE/ja/ArchitectureInDetail/WebServiceDetail/RestClient.html 5&3"40-/"鱴4QSJOH鱬࠷ॳ鱰ݟ鲐೔ຊޠ鳁鲥鳝鳙鳫鳀
67. .PDL3FTU4FSWJDF4FSWFS鱳 ࣮ݱํ๏ MockRestServiceServerͷίʔυൈਮ
68. $MJFOU)UUQ3FRVFTU'BDUPSZ鱑ஔ鱒׵鱍鲎鲑鲐ɻ
    )551鲧鳡鲜鲚鳫鳀鱳ઃఆ鱴鲾鲱鳀鱬鱒鱯鱉鱜ɺ
    ௨৴鲇౰વ鲾鲱鳀鱬鱒鱯鱉ɻ ϞοΫʹͳΔ ςετෆՄ
69. .PDL3FTU4FSWJDF4FSWFS鱬.FTTBHF$POWFSUFS鱭 3FTU5FNQMBUF鱳૊鲄߹鲔鱠鱴鲾鲱鳀鱬鱒鲐ɻ
    ʜʜ鲍鱋ݟ鱍鲐ɻ鱜鱐鱜ɻ
70. 3FTU5FNQMBUF鲗ड鱖औ鲐 $PNQPOFOU鲗ߟ鱍鲐
71. 10+65鱬鲾鲱鳀 3FTU5FNQMBUF鲜鳫鲱鲷鳫鲱࡞鱨鱫ɻ
    .PDL3FTU4FSWJDF4FSWFS鱬鳈鲜鳫鳁鱜鱫ɻ
    3FTU5FNQMBUF鲗鲜鳫鲰鲟鲧鲯鳟鳫鱜鱤鲾鲱鳀ର৅鲜鳫鲱鲷鳫鲱鲗࡞鱨鱫ɻ
    鲾鲱鳀鱞鲐ɻ 10+651MBJO
    0ME
    +6OJU
    5FTU
    鱭鱉鱋ྲྀߦ鲎鱠鱤鱉଄ޠ
    QPKVU鱴গ೥鱤鱦鱨鱫ҙຯ鲎鱜鱉
72. 4QSJOH#PPU࢖鱨鱫鲾鲱鳀
73. 鱮鱦鲎鱑ྑ鱉ʁʢ᠘ʣ ᠘鱯鱳鱴ʮ.PDL3FTU4FSWJDF4FSWFS鲗࢖鱋ʯ鱜鱐ݴ鱨鱫鱯鱉鱐鲎ɻ
74. .PDL3FTU4FSWJDF4FSWFS鱬鲾鲱鳀鱬鱒鱫鱉鲐鱭ݴ鱋 鱤鲆鱰鱴ɺ3FTU5FNQMBUF鱑ظ଴鱞鲐鲇鱳鱬鱯鱖鲑鱵 鱯鲎鱯鱉ɻ
    4QSJOH#PPU鱬"QQMJDBUJPO$POUFYU鲗鱏೚鱠鱜鱫鱉鲐 鱳鱬鱇鲑鱵ɺԼख鱰4QSJOH+6OJU$POpH鲗࢖鱨鱫ࣗ෼ 鱬鲳鲻鳀鲚鲻鳏鱞鲐鱭ɺ3FTU5FNQMBUF鱴ظ଴鱞鲐鲇 鱳鱭ҟ鱯鲐ʢ鱐鲇鱜鲑鱯鱉ʣɻ
    鱭鱘鲒鱬鱮鲘鱯3FTU5FNQMBUF鲗ظ଴鱜鱫鱉鲐鲘鱬 鱜鲌鱋ɺ鱢鱳鲾鲱鳀鱴ɻ
75. બ鱻鱤鲆鱰ඞཁ鱯৘ใ鱴ʁ 鱘鱤鱍鱴ׂѪ
76. ྫ୊
    .PDL.WD鲗࢖鱋৔߹ 鱴Կ鱑鲾鲱鳀鱬鱒ɺԿ鱑鲾鲱 鳀Մೳൣғ鱐鲎֎鲑鱫鱉鲐ʁ
77. ࢀߟ
    鱮鱘鱬鳚鲻鲧鲗࢖鱏鱋鱐 https://irof.hateblo.jp/entry/2019/07/18/140046
78. ʮ鱮鲑鱑鳑鲱鳀鱬鱞鱐ʁʯ ߟ鱍鲃鱜鲌鱋ɻ
    ଞ鱰鲇鱇鲏鲃鱞ɻ鱮鲑鱰鲇鳙鳢鲻鳀鲿鳙鳢鲻鳀鱑鱇 鲏鲃鱞ɻ鱯鱐鱨鱤鲎౫ଡ鱚鲑鱫鱉鲃鱞ɻ
    鲾鲱鳀鱜鱤鱉鱘鱭鱴Կ鱐ɺ鱘鱳鲾鲱鳀鱬鲾鲱鳀鱜鱤 鱉鱘鱭鱴Կ鱐ɺ鱘鱘鱬鲾鲱鳀鱬鱒鲐鱘鱭鱴Կ鱐ɺ鱬 鱒鱯鱉鱘鱭鱴Կ鱐ɺ鱘鱘鱬鱢鲑鲗鲾鲱鳀鱞鲐ඞཁ鱴 鱇鲐鱐ɺ鲉鲎鱯鱐鱨鱤鲎鱮鱘鱬鲾鲱鳀鱞鲐鱳鱐ʜʜ
79. ஌鱨鱫鱉鲑鱵鱇鱤鲏鲃鱍鱳鱘鱭鱥鱖鲑鱮ɺ஌鲎鱯鱖 鲑鱵ෆՄղ鱯鱘鱭鱰鱯鲐ɻ
    ஌ࣝෆ଍鲉צҧ鱉鱐鲎དྷ鲐ࣄނ鱬鲾鲱鳀鲼鱅鳣鱴ෆ ౰鱯ධՁ鲗ड鱖鱑鱦ɻ
    ʮ鲾鲱鳀鱜鱤鱩鲇鲏鱰鱯鱨鱫鱉鱤ʯ
    ʮ鲾鲱鳀鱰鱯鱨鱫鱉鲐鱐鱮鱋鱐鲔鱐鲎鱯鱉ʯ
80. 鱺鱩鱋鱰࢖鱍鲐鲍鱋鱰鱯鲐鱰鱴ɺ஌ࣝ鱑ඞཁɻ
    ஌ࣝ鲗鱩鱖鲃鱜鲌鱋ɻ
    ʜʜ鱭ݴ鱋鱳鱴গʑ೉鱜鱉ɻಓ۩鱑ଟ鱞鱓鲐ɻ
    鲾鲱鳀鱬鱒鱫鱉鲐鱐鲗֬ೝ鱞鲐ज़鲗਎鱰ண鱖鲐鱭鱉 鱉鱭ࢥ鱉鲃鱞ɻ
    ྫ鱍鱵鲫鱅鳁鳢鱅鲿鲛鳫鲨ɺ鲾鲱鳀鳍鲙鱅鲱鳀ɺ ૝ఆ鲗֎鱜鱫鱉鱤࣌鱰Ҿ鱨ֻ鱖鲎鲑鲐鲾鲱鳀
81. 鲾鲱鳀鱬Ұ൪࢖鱍鲐ಓ۩
83. ೴ศརɻ
    ೰鲘鱬ཱ鱦ࢭ鲃鱨鱫鱯鱉鱬ߟ鱍鲃鱜鲌鱋ɻ
    鱘鱳鲳鲻鲯鳟鳫鱑鱢鱳ࡐྉ鱳Ұ鱩鱰鱯鲑鱵޾鱉鱬 鱞ɻߟ鱍鲐ࡐྉ鱴鲃鱥鲃鱥鱇鲏鲃鱞鱑ɺߟ鱍࢝鲆鲐 鱭鱨鱐鱐鲏鱰鱴鱯鲐鱭ࢥ鱨鱫鱉鲃鱞ɻ
    鲃鱥଍鲏鱯鱉鱭鱐鱇鲑鱵鱏੠鱑鱖鱔鱥鱚鱉ɻ
    鲇鱋গ鱜ઌ鱐鲎鱴ݱ৔鱬࿩鱜鱤鱉鱭鱘鲒鱬鱞ɻ