TypeScriptとJestではじめる AWS製サーバーレス REST API のユニットテスト・E2Eテスト #serverlessfukuoka #serverlessdays / Serverless testing using TypeScript and Jest

この発表では、サーバーレスアプリケーションのユニットテストとE2Eテストを書くときの考え方とその手段について述べます。テストについて議論するときは、アプリケーション設計についても述べなければなりません。

発表の中でまず、サーバーレスアプリケーションは、レイヤ・機能別にコードを分類できることを示します。その後、分類しおたコードに対し、Jestでモック化し、テスト対象を抽出してテストするユニットテストを行います。このときモック対象の戦略についても話します。

最後にE2Eテストの有効性と実行方法を述べます。

Transcript

1. TypeScriptͱJestͰ͸͡ΊΔ AWS੡αʔόʔϨε REST API ͷϢχοτςετ/E2Eςετ #serverlessfukuoka
2. ςετίʔυΛॻ͍ͯ΄͍͠
3. αʔόʔϨε։ൃք۾ͷ՝୊ ΞʔΩςΫνϟύλʔϯ
   ϚωʔδυαʔϏε
   ֤αʔϏεͷ࢖͍ํ ΞϓϦέʔγϣϯύλʔϯ
   σϓϩΠύλʔϯ
   ςετ ॆ࣮͖ͯͨ͠ ՝୊͕࢒Δʢࣄྫෆ଍ʣ
4. αʔόʔϨε։ൃք۾ͷ՝୊ ΞʔΩςΫνϟύλʔϯ
   ϚωʔδυαʔϏε
   ֤αʔϏεͷ࢖͍ํ ΞϓϦέʔγϣϯύλʔϯ
   σϓϩΠύλʔϯ
   ςετ ॆ࣮͖ͯͨ͠ ՝୊͕࢒Δʢࣄྫෆ଍ʣ lॳظ։ൃz
   ʹඞཁ
   lܧଓ։ൃz
   ʹඞཁ
   
5. େࠓ೔ࢀߟʹ͍͍ͤͯͨͩͨ͞৘ใ ࿨ా୎ਓ, 2017/6/2 AWS Dev Day Tokyo 2017 IUUQTTQFBLFSEFDLDPNUXBEBUFTUBCMFMBNCEBXPSLJOHF⒎FDUJWFMZXJUIMFHBDZMBNCEB
   Testable Lambda Working Effectivery with Legacy Lambda Clean Architecture ୡਓʹֶͿιϑτ΢ΣΞͷ ߏ଄ͱઃܭ Robert C. Martin ςετۦಈ։ൃ Kent Beck, ࿨ా୎ਓ
6. ࣗݾ঺հ ࿨ా༞հ
   
 $9ࣄۀຊ෦
   
 αʔόʔϨεΤϯδχΞ
   XBEEZ@V ٕज़ॻయ7
7. ࠓ೔ͷ͓୊ʹ࢖Θ͍͍ͤͯͨͩͨΞϓϦέʔγϣϯ 4#(JGU
   ༷
   ΪϑταʔϏε
   όοΫΤϯυͷҰ෦
   
8. αʔόʔαΠυͷςετʹ΋࢖͑Δ+FTU ΦʔϧΠϯϫϯ
   ςετϥϯφʔɺΞαʔγϣϯɺςετμϒϧɺΧόϨοδ Ϩϙʔτ
   UTKFTUͰ
   5ZQF4DSJQU
   ͷςετίʔυΛ௚઀࣮ߦՄೳ
   "84
   $%,
   Ͱ࠾༻͞Ε͍ͯΔ
9. ൃදͷ໨ඪ ςετίʔυΛॻ͘ϋʔυϧΛԼ͛Δ͜ͱ
   ͦͷͨΊʹɿ
   αʔόʔϨεͰ
   lίεύͷྑ͍zςετઓज़Λ੔ཧ͢Δ
 Ϣχοτςετɾ&&ςετ͕ର৅
   ͍ͭͰʹɿ
   αʔόʔϨεΞϓϦέʔγϣϯ։ൃʹ໾ཱͭ
 +FTU
   ͷ
   5JQT
   Λ঺հ͢Δ
10. ࠓ೔ग़ͯ͘ΔαʔόʔϨεΞϓϦͷલఏ w ओʹ"84αʔϏεΛ࢖ͬͯ
    w αʔόʔϨεͰ
    w ϏδωεϩδοΫΛ༗͢Δ
    w 8FC
    "1*
    Λ࡞Δ
    ͱ͍͏લఏͰ͢
    
11. ΞδΣϯμ ޮ཰ͷྑ͍ςετઓज़ ! ϢχοτςετͱΞϓϦέʔγϣϯઃܭ E2EςετͱΞʔΩςΫνϟύλʔϯ ·ͱΊ
12. ςετޮ཰ͷҰൠతͳΞϓϩʔνɿଟஈࣜΤϥʔϓϧʔϑ σόοάͷૣ͞ͱྔ͸τϨʔυΦϑͳͷͰஈ֊తͳςετ͕๬·͍͠ͱ͍͏ߟ͑ํ ׳ΕΔʁJS ૉૣ͘ڀ໌ʂσόοάೖ໳ https://speakerdeck.com/orgachem/guan-reru-js- su-zao-kujiu-ming-debatuguru-men?slide=32 Kuniwak
13. ҰൠతͳΞϓϩʔνɿଟஈࣜΤϥʔϓϧʔϑ σόοάͷૣ͞ͱྔ͸τϨʔυΦϑͳͷͰஈ֊తͳςετ͕๬·͍͠ͱ͍͏ߟ͑ํ ׳ΕΔʁJS ૉૣ͘ڀ໌ʂσόοάೖ໳ https://speakerdeck.com/orgachem/guan-reru-js- su-zao-kujiu-ming-debatuguru-men?slide=32 Kuniwak αʔόʔϨεͰ΋͓ͳ͡
14. ςετޮ཰ͷҰൠతͳΞϓϩʔνɿଟஈࣜΤϥʔϓϧʔϑ σόοάͷૣ͞ͱྔ͸τϨʔυΦϑͳͷͰஈ֊తͳςετ͕๬·͍͠ͱ͍͏ߟ͑ํ ׳ΕΔʁJS ૉૣ͘ڀ໌ʂσόοάೖ໳ https://speakerdeck.com/orgachem/guan-reru-js- su-zao-kujiu-ming-debatuguru-men?slide=32 Kuniwak 5ZQF4DSJQU
    Λ
    ࢖͏ཧ༝͕͜Ε
15. ҰൠతͳΞϓϩʔνɿଟஈࣜΤϥʔϓϧʔϑ σόοάͷૣ͞ͱྔ͸τϨʔυΦϑͳͷͰஈ֊తͳςετ͕๬·͍͠ͱ͍͏ߟ͑ํ ׳ΕΔʁJS ૉૣ͘ڀ໌ʂσόοάೖ໳ https://speakerdeck.com/orgachem/guan-reru-js- su-zao-kujiu-ming-debatuguru-men?slide=32 Kuniwak ࣍͸͜ͷதͷ
    ޮ཰Λߟ͑Δ
16. ΞδΣϯμ ޮ཰ͷྑ͍ςετઓज़ ϢχοτςετͱΞϓϦέʔγϣϯઃܭ! E2EςετͱΞʔΩςΫνϟύλʔϯ ·ͱΊ
17. Ϣχοτςετɿ-BNCEB
    'VODUJPO
    ͸ԿͰ͔͢ʁ ೖग़ྗͷ͋Δؔ਺ʁ
    
    :&4͕ͩͦΕʹཹ·Βͳ͍
    ֎෦͔ΒೖྗΛड͚औΓɺϏδωεϩδοΫΛࢪͯ͠ɺ
 ผͷαʔϏεΛݺͿ
    ΞϓϦέʔγϣϯͷ໾ׂΛ୲͏͜ͱ΋૿͖͑ͯͨ
    ΞϓϦέʔγϣϯͩͱ͢ΔͱɺઃܭΛߟ͑Δҙຯ͕͋Δ
18. 4#(JGU
    ༷
    ΪϑταʔϏε
    όοΫΤϯυͷҰ෦ ྫ͑͹νέοτ৘ใͷফࠐ
    -BNCEB
    'VODUJPO
19. 4#(JGU
    ༷
    ΪϑταʔϏε
    όοΫΤϯυͷҰ෦ ྫ͑͹νέοτ৘ใͷফࠐ
    -BNCEB
    'VODUJPO
20. 4#(JGU
    ༷
    ΪϑταʔϏε
    όοΫΤϯυͷҰ෦ ྫ͑͹νέοτ৘ใͷফࠐ
    -BNCEB
    'VODUJPO IBOEMFS &YDIBOHF,JOFTJT)BOEMFS
21. 4#(JGU
    ༷
    ΪϑταʔϏε
    όοΫΤϯυͷҰ෦ ྫ͑͹νέοτ৘ใͷফࠐ
    -BNCEB
    'VODUJPO IBOEMFS &YDIBOHF,JOFTJT)BOEMFS $MFBS5JDLFU6TF$BTF 7BMJEBUPST EPNBJO
22. 4#(JGU
    ༷
    ΪϑταʔϏε
    όοΫΤϯυͷҰ෦ ྫ͑͹νέοτ৘ใͷফࠐ
    -BNCEB
    'VODUJPO IBOEMFS &YDIBOHF,JOFTJT)BOEMFS $MFBS5JDLFU6TF$BTF $MFBS5JDLFU"QJ$BMMFS 7BMJEBUPST EPNBJO JOGSB
23. 4#(JGU
    ༷
    ΪϑταʔϏε
    όοΫΤϯυͷҰ෦ ྫ͑͹νέοτ৘ใͷফࠐ
    -BNCEB
    'VODUJPO IBOEMFS &YDIBOHF,JOFTJT)BOEMFS $MFBS5JDLFU6TF$BTF $MFBS5JDLFU"QJ$BMMFS DPNQPOFOU 7BMJEBUPST EPNBJO JOGSB
24. 4#(JGU
    ༷
    ΪϑταʔϏε
    όοΫΤϯυͷҰ෦ ྫ͑͹νέοτ৘ใͷফࠐ
    -BNCEB
    'VODUJPO IBOEMFS &YDIBOHF,JOFTJT)BOEMFS $MFBS5JDLFU6TF$BTF $MFBS5JDLFU"QJ$BMMFS DPNQPOFOU 7BMJEBUPST EPNBJO JOGSB ϨΠϠผɺػೳผʹ
    ίʔυΛ෼ྨ
25. ΞϓϦέʔγϣϯઃܭΛखʹೖΕͨ αʔόʔϨεͷੈքʹ͍Ζ͍ΖͳσβΠϯύλʔϯ͕ྲྀ ༻Ͱ͖Δ
    )VNCMF
    0CKFDU
    ύλʔϯ
    
    ϢχοτςετΛ࣮ߦ͢Δਓ͕ɺςετ͠ʹ͍͘ৼΔ෣͍ͱ ςετ͠΍͍͢ৼΔ෣͍Λ෼ྨ͢ΔͨΊʹੜ·Εͨ
    ֎քͱ΍ΓͱΓ͢ΔϨΠϠͷίʔυΛՄೳͳݶΓബ͘͢Δ
    
26. )VNCMF
    0CKFDU
    
    ύλʔϯͷద༻ IBOEMFS &YDIBOHF,JOFTJT)BOEMFS $MFBS5JDLFU6TF$BTF $MFBS5JDLFU"QJ$BMMFS DPNQPOFOU 7BMJEBUPST EPNBJO JOGSB ͜͜Λް͘ʂ
27. )VNCMF
    0CKFDU
    
    ύλʔϯͷద༻ IBOEMFS &YDIBOHF,JOFTJT)BOEMFS $MFBS5JDLFU6TF$BTF $MFBS5JDLFU"QJ$BMMFS DPNQPOFOU 7BMJEBUPST EPNBJO JOGSB ͜͜͸ബ͘ʂ ɾ+40/ͷม׵
    ɾॲཧݺͼग़͠
    ͘Β͍ʹͳΔΑ͏ؤுΔ
28. ϐϡΞϩδοΫΛॆ࣮ͤ͞Ε͹ςετޮ཰61 ςετ͠ʹ͍͘ՕॴΛബͨ͘͜͠ͱͰɺϐϡΞϩδοΫ ͕ॆ࣮ͨ͠
    ͜͜ʹରͯ͠Ϣχοτςετ͸Πϝʔδ͠΍͍͢
    )VNCMF
    0CKFDU
    ʹͨ͠ͱ͜Ζ͸͍ͬͨΜϞοΫͰ0,
    -PDBM4UBDL
    ΍
    4".
    -PDBM
    ͷಋೖ͸ͪΐͬͱ4501
    ͜ΕΒͰ֬ೝͰ͖Δର৅͸
    ͍·͸
    )VNCMFͳʢബ͍ʣͷͰɻ
29. 5JQT
    ϞοΫԽʹ͸
    +FTU
    ͷ
    TQZ0O
    ͕໾ཱͭ describe('Clear ticket use case', () => { test('run clear ticket', async (): Promise<void> => { const en = ExchangeNotification.of('123456'); const getTicketSpy = jest .spyOn(ticket, 'getTicket') .mockResolvedValue(searchTicket); const clearTicketSpy = jest .spyOn(ticket, 'clearTicket') .mockResolvedValue('Created:UT'); const result = await clearingTicketUseCase(en); expect(result).toEqual({ result: 'Created', }); expect(getTicketSpy).toHaveBeenCalledWith( en.ticketNo,en.shoriTime, ); expect(clearTicketSpy).toHaveBeenCalledWith(searchTicket); }); });
30. 5JQT
    ϞοΫԽʹ͸
    +FTU
    ͷ
    TQZ0O
    ͕໾ཱͭ describe('Clear ticket use case', () => { test('run clear ticket', async (): Promise<void> => { const en = ExchangeNotification.of('123456'); const getTicketSpy = jest .spyOn(ticket, 'getTicket') .mockResolvedValue(searchTicket); const clearTicketSpy = jest .spyOn(ticket, 'clearTicket') .mockResolvedValue('Created:UT'); const result = await clearingTicketUseCase(en); expect(result).toEqual({ result: 'Created', }); expect(getTicketSpy).toHaveBeenCalledWith( en.ticketNo,en.shoriTime, ); expect(clearTicketSpy).toHaveBeenCalledWith(searchTicket); }); }); ͜ΕͰϩʔΧϧ࣮ߦՄೳ
31. 5JQT
    ϐϡΞϩδοΫͷ໢ཏʹ͸
    1BSBNFUFSJ[FE describe('NotNullValidator', () => { test.each` name | value | expected ${'address'} | ${'tokyo'} | ${{ isValid: true }} ${'first name'} | ${''} | ${{ isValid: true }} ${'first name'} | ${null} | ${{ isValid: false }} `( 'input $value, validation result expected: $expected.isValid', ({ name, value, expected }) => { const suc = new NotNullValidator(name, value); expect(suc.validate()).toEqual({ isValid: expected.isValid, }); }, ); });
32. 5JQT
    ϐϡΞϩδοΫͷ໢ཏʹ͸
    1BSBNFUFSJ[FE describe('NotNullValidator', () => { test.each` name | value | expected ${'address'} | ${'tokyo'} | ${{ isValid: true }} ${'first name'} | ${''} | ${{ isValid: true }} ${'first name'} | ${null} | ${{ isValid: false }} `( 'input $value, validation result expected: $expected.isValid', ({ name, value, expected }) => { const suc = new NotNullValidator(name, value); expect(suc.validate()).toEqual({ isValid: expected.isValid, }); }, ); }); ೖྗɾظ଴஋ϖΞΛςʔϒϧܗࣜͰఆٛ
33. Ϣχοτςετ·ͱΊ )VNCMF
    0CKFDU
    ύλʔϯΛ࢖ͬͯ
    ϋϯυϥϨΠϠɺ ΠϯϑϥϨΠϠΛബ͘͢Δ
    ॆ࣮ͨ͠ϐϡΞϩδοΫʹରͯ͠ςετ͢Δ
    ͦͷࡍɺϞοΫԽͷͨΊͷ
    TQZ0O
    έʔε໢ཏͷͨΊ ͷ
    QBSBNFUFSJ[FE
    UFTU
    Ͱޮ཰ԽͰ͖Δ
34. ΞδΣϯμ ޮ཰ͷྑ͍ςετઓज़ ϢχοτςετͱΞϓϦέʔγϣϯઃܭ E2EςετͱΞʔΩςΫνϟύλʔϯ! ·ͱΊ
35. &&ςετͷఆٛʁ αʔϏεͷ࢓ࣄͿΓΛ֬ೝ͢ΔςετΛ
    &&
    ͱΈͳ͢
    ࠓճͷ৔߹ͩͱ
    σϓϩΠ͞Εͨ
    8FC
    "1*
    ͷ͜ͱ
    &&ྫɿ
 ϦΫΤετΛૹͬͨΒɺϨεϙϯε͕ฦͬͯ͘ΔͷͰɺͦΕ Λ֬ೝ͢Δ
    ϒϥ΢β͸࢖Θͳͯ͘΋0,
36. ਖ਼ৗέʔεΛ&&ςετͰҰຊ௨͢ σϓϩΠͨ͠ΞϓϦέʔγϣϯʹରͯ͠ਖ਼ৗܥ
    ຊͰྑ͍
    αʔόʔϨεΞϓϦέʔγϣϯͰ͸ͱͯͭ΋ͳ͍Ձ஋͕͋Δ
    )VNCMF
    0CKFDU
    ͕ਖ਼ৗܥͻͱͭͰಈ͍͍ͯΔ
    "84
    ߏ੒ͷ௨Γਖ਼ৗܥͻͱͭͰಈ͍͍ͯΔ
    ಛʹޙऀ͸
    -PDBM4UBDL
    Ͱ΋֬ೝͰ͖ͳ͍
    ͍ΘΏΔʮಈ࡞֬ೝʯΛςετίʔυʹམͱ͢
37. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετϨεϙϯε ϦΫΤετσʔλอଘ ϦΫΤετ֎෦αʔϏε
38. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετϨεϙϯε ϦΫΤετσʔλอଘ ϦΫΤετ֎෦αʔϏε ϨεϙϯεϘσΟΛ֬ೝ
39. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετϨεϙϯε describe('exchange API', (): void => { test('clear ticket', async (): void => { const exchangeNotificationUrl = 'http://ticket-system.jp/ticket/clear'; const request = { shori_id: '01234567890', }; const response = await Axios.post( exchangeNotificationUrl, qs.stringify(request), ); expect(response.data).toEqual('{ "response": "ok" }'); }); });
40. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετϨεϙϯε describe('exchange API', (): void => { test('clear ticket', async (): void => { const exchangeNotificationUrl = 'http://ticket-system.jp/ticket/clear'; const request = { shori_id: '01234567890', }; const response = await Axios.post( exchangeNotificationUrl, qs.stringify(request), ); expect(response.data).toEqual('{ "response": "ok" }'); }); }); ϨεϙϯεϘσΟΛ֬ೝ
41. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετϨεϙϯε ϦΫΤετσʔλอଘ ϦΫΤετ֎෦αʔϏε อଘ͞ΕͨσʔλΛ֬ೝ
42. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετσʔλอଘ describe('exchange API', (): void => { test('clear ticket', async (): void => { // Axios request … // const param = { TableName: 'ticket-info', Key: { shoriId: '01234567890' }, }; const dynamoData = await dynamo.getItem(param).promsie(); expect(dynamoData).toEqual({ shoriId: request.shori_id, clear: true, }); }); });
43. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετσʔλอଘ describe('exchange API', (): void => { test('clear ticket', async (): void => { // Axios request … // const param = { TableName: 'ticket-info', Key: { shoriId: '01234567890' }, }; const dynamoData = await dynamo.getItem(param).promsie(); expect(dynamoData).toEqual({ shoriId: request.shori_id, clear: true, }); }); }); อଘ͞ΕͨσʔλΛ֬ೝ
44. 8FC
    "1*
    ࢓ࣄͷύλʔϯ ϦΫΤετϨεϙϯε ϦΫΤετσʔλอଘ ϦΫΤετ֎෦αʔϏε ໰୊͸͜Ε
45. ϦΫΤετ
    
    ֎෦αʔϏείʔϧλΠϓ ࡞ͬͨ
    8FC
    "1*
    Ͱ׬݁͠ͳ͍͜ͱ͸βϥ
    1BDU
    Ͱ
    $%$
    ςετͱ͍͏ख΋͋Δ͕ɺ·ͣ͸ࣗ෼͚ͨͪͩͰͰ͖Δ͜ ͱΛߟ͍͑ͨ
    ʮԶͨͪͷ੹೚ൣғ಺Ͱ͸ɺ΍Δ͜ͱ͸΍ͬͨʯͱ͍͏͜ͱ͕֬ೝͰ͖Ε ͹Α͍
    ֎෦αʔϏεΛݺΜͩه࿥Λ࢒͓͖ͯ͠ɺͦͷه࿥͕ҙਤͲ͓ΓͰ͋Δ͜ ͱΛ֬ೝ
    ࣮૷ଆͷमਖ਼΋ඞཁ͕ͩɺ΍ΔՁ஋͸͋Δ
    Introduction - Pact https://docs.pact.io/
46. ྫɿ4ʹอଘͨ͠ॲཧه࿥Λࢀরͯ֬͠ೝ͢Δ describe('exchange API', (): void => { test('clear ticket', async (): Promise<void> => { const exchangeNotificationUrl = 'http://ticket-system.jp/ticket/clear'; const request = { shori_id: '01234567890', }; const response = await Axios.post( exchangeNotificationUrl, qs.stringify(request), ); expect(response.data).toEqual('{ "response": "ok" }'); const param = { Bucket: 'ticket-info', Key: request.shori_id, }; const s3Obj = await s3.getObject(param).promsie(); const reocrd = JSON.parse(s3Obj.Body!.toString()); expect(reocrd).toEqual({ monitor: 'Created', }); }); });
47. ྫɿ4ʹอଘͨ͠ॲཧه࿥Λࢀরͯ֬͠ೝ͢Δ describe('exchange API', (): void => { test('clear ticket', async (): Promise<void> => { const exchangeNotificationUrl = 'http://ticket-system.jp/ticket/clear'; const request = { shori_id: '01234567890', }; const response = await Axios.post( exchangeNotificationUrl, qs.stringify(request), ); expect(response.data).toEqual('{ "response": "ok" }'); const param = { Bucket: 'ticket-info', Key: request.shori_id, }; const s3Obj = await s3.getObject(param).promsie(); const reocrd = JSON.parse(s3Obj.Body!.toString()); expect(reocrd).toEqual({ monitor: 'Created', }); }); });
48. ྫɿ4ʹอଘͨ͠ॲཧه࿥Λࢀরͯ֬͠ೝ͢Δ describe('exchange API', (): void => { test('clear ticket', async (): Promise<void> => { const exchangeNotificationUrl = 'http://ticket-system.jp/ticket/clear'; const request = { shori_id: '01234567890', }; const response = await Axios.post( exchangeNotificationUrl, qs.stringify(request), ); expect(response.data).toEqual('{ "response": "ok" }'); const param = { Bucket: 'ticket-info', Key: request.shori_id, }; const s3Obj = await s3.getObject(param).promsie(); const reocrd = JSON.parse(s3Obj.Body!.toString()); expect(reocrd).toEqual({ monitor: 'Created', }); }); }); ֎෦"1*͔Β
    
    $SFBUFE
    ͕ ฦ͖ͬͯͨ͜ͱΛه࿥ɺ֬ೝ ※࣮ࡍʹ͸஗ԆͱϦτϥΠ͕ඞཁ
49. &&ςετ·ͱΊ ਖ਼ৗܥΛҰຊ௨͢͜ͱͰಘΒΕΔ҆৺ײ͸େ͖͍
    αʔόʔϨεΞϓϦέʔγϣϯͷύλʔϯʹ߹Θͤͯɺ ·ͣॻ͘
    ͦͷޙɺΤϥʔϨεϙϯεΛॆ࣮ͤͨ͞Γɺอଘ͢Δ σʔλͷόϦΤʔγϣϯΛ૿΍ͤ͹ྑ͍
50. ΞδΣϯμ ޮ཰ͷྑ͍ςετઓज़ ϢχοτςετͱΞϓϦέʔγϣϯઃܭ E2EςετͱΞʔΩςΫνϟύλʔϯ ·ͱΊ!
51. ϢχοτςετҎ߱ͷΤϥʔϓϧʔϑΟϯά )VNCMF
    0CKFDU
    
    ͷϢχοτςετ ϐϡΞϩδοΫͷϢχοτςετ ਖ਼ৗܥͷ&&ςετ ҟৗܥΛؚΉ&&ςετ 6 5 &  & JSONม׵ϛε ϩδοΫߟྀ࿙Ε AWSߏ੒ϛε
 IAMϛε ࢓༷ͷෆ۩߹
52. ϢχοτςετͷΞϓϩʔν )VNCMF
    0CKFDU
    
    ͷϢχοτςετ ϐϡΞϩδοΫͷϢχοτςετ ਖ਼ৗܥͷ&&ςετ ҟৗܥΛؚΉ&&ςετ 6 5 &  & JSONม׵ϛε ϩδοΫߟྀ࿙Ε AWSߏ੒ϛε
 IAMϛε ࢓༷ͷෆ۩߹ ςετ͠΍͍͢ϐϡΞϩδοΫͱͦΕҎ֎Λ෼ׂͨ͠
53. ϢχοτςετͷΞϓϩʔν )VNCMF
    0CKFDU
    
    ͷϢχοτςετ ϐϡΞϩδοΫͷϢχοτςετ ਖ਼ৗܥͷ&&ςετ ҟৗܥΛؚΉ&&ςετ 6 5 &  & JSONม׵ϛε ϩδοΫߟྀ࿙Ε AWSߏ੒ϛε
 IAMϛε ࢓༷ͷෆ۩߹ +FTU
    ͷػೳΛ׆༻ͯ͠ޮ཰ԽͰ͖Δ ɾspyOn() ʹΑΔϞοΫ ɾparameterized test
54. &&ςετ )VNCMF
    0CKFDU
    
    ͷϢχοτςετ ϐϡΞϩδοΫͷϢχοτςετ ਖ਼ৗܥͷ&&ςετ ҟৗܥΛؚΉ&&ςετ 6 5 &  & JSONม׵ϛε ϩδοΫߟྀ࿙Ε AWSߏ੒ϛε
 IAMϛε ࢓༷ͷෆ۩߹ ·ͣ͸Ұຊ௨͢
55. &&ςετ )VNCMF
    0CKFDU
    
    ͷϢχοτςετ ϐϡΞϩδοΫͷϢχοτςετ ਖ਼ৗܥͷ&&ςετ ҟৗܥΛؚΉ&&ςετ 6 5 &  & JSONม׵ϛε ϩδοΫߟྀ࿙Ε AWSߏ੒ϛε
 IAMϛε ࢓༷ͷෆ۩߹ ύλʔϯʹ߹Θ࣮ͤͯࢪ ɾϦΫΤετ-Ϩεϙϯε ɾϦΫΤετ-σʔλอଘ ɾϦΫΤετ-αʔϏείʔϧ
56. ·ͱΊ )VNCMF
    0CKFDU
    
    ͷϢχοτςετ ϐϡΞϩδοΫͷϢχοτςετ ਖ਼ৗܥͷ&&ςετ ҟৗܥΛؚΉ&&ςετ 6 5 &  & JSONม׵ϛε ϩδοΫߟྀ࿙Ε AWSߏ੒ϛε
 IAMϛε ࢓༷ͷෆ۩߹ ͜ͷ;ͨͭɺίεύ˕Ͱ͸͡Ί΍͍͢ʂ
    ˞΋ͪΖΜ࠷ޙ͸શ෦΍Δ
57. ͍͞͝ʹ ιϑτ΢ΣΞςετ͸ɺ਺ֶతূ໌Ͱ͸ͳ͘Պֶత൓ূ
    ʮগͳ͘ͱ΋͜ͷέʔεͰ͸ςετ͕ࣦഊ͠ͳ͍ʯ։ൃऀࣗ਎ͷͨ ΊͷূڌूΊ࡞ۀɻͲ͜·ͰԿΛ΍Δ͔ʁݶΒΕͨ࣌ؒͷͳ͔Ͱམ ͱ͠ॴΛܾΊͯޮ཰Λ্͛Δඞཁ͕͋Δ
    ۃ୺ͳ࿩ɺϝϯς༧ఆͷͳ͍ɺͨͩͻͱͭͷॲཧ͕͢Ͱʹόάͳ͘ ಈ͍͍ͯΔͷͳΒɺվΊͯςετΛॻ͘ඞཁ͸ͳ͍
    Ͱ΋Ϗδωε͸੒௕͢Δ͠ɺ/PEFKT
    ͷόʔδϣϯ΋্͕Δ͠ɺ 3%4
    1SPYZ
    ΋ొ৔͢ΔɻपΓ͕มԽ͢Δɻςετ͸ඞཁʹͳΔɻ ͦͷͱ͖ʹखΛ෇͚ΔͨΊͷࢀߟʹͳΕ͹޾͍Ͱ͢
58. େࠓ೔ࢀߟʹ͍͍ͤͯͨͩͨ͞৘ใ ࿨ా୎ਓ, 2017/6/2 AWS Dev Day Tokyo 2017 IUUQTTQFBLFSEFDLDPNUXBEBUFTUBCMFMBNCEBXPSLJOHF⒎FDUJWFMZXJUIMFHBDZMBNCEB
    Testable Lambda Working Effectivery with Legacy Lambda Clean Architecture ୡਓʹֶͿιϑτ΢ΣΞͷ ߏ଄ͱઃܭ Robert C. Martin ςετۦಈ։ൃ Kent Beck, ࿨ా୎ਓ