スマホ時代のBotアプリのつくり方

YAPC::Asia Hachioji 2016 mid in Shinagawa
2016-07-03
Yusuke Wada a.k.a. yusukebe

Transcript

1. εϚϗ࣌୅ͷ
   #PUΞϓϦͷͭ͘Γํ
   :"1$"TJB)BDIJPKJNJEJO4IJOBHBXB
   
   :VTVLF8BEBBLBZVTVLFCF
   

   View Slide

2. ࣗݾ঺հ
   w ࿨ా༟հBLBZVTVLFCF
   w ϫσΟοτ୅දऔక໾
   w ΦϞϩΩ$50
   w ٕज़ސ໰Y
   w DPGPVOEFSPGCPLFUF
   w XBEBGNEBOEZGN
   w 1FSM.POHFS
   

   View Slide

3. ͦ͏͍͑͹
   

   View Slide

4. ԭೄཱྀߦߦ͖ͬͯ·ͨ͠
   

   View Slide

5. ཱྀߦͱ͍͑͹
   

   View Slide

6. τϥϕϧϒοΫ ג
   ͷٕज़ސ໰΍ͬͯ·͢
   

   View Slide

7. View Slide

8. ࡢ೔ͷϠύνʔͰ
   τϥϕϧϒοΫ͔ࣾΒ
   ໊͕ ֤ࣗॳ
   ൃදʂ
   ✕
   

   View Slide

9. ΊͰ͍ͨʂ
   ˎࣸਅ͸άϧΫϯͰ͢
   

   View Slide

10. Ϡύνʔʹײँ
    

    View Slide

11. ͱ͜ΖͰ
    

    View Slide

12. View Slide

13. ΈΜͳେ޷͖ʂ
    ͩΑͶʁ
    
    

    View Slide

14. ͦΜͳͭͷϓϥοτϑΥʔϜ
    ͔Β݄ʹΞφ΢ϯε͕
    

    View Slide

15. View Slide

16. εϚϗϝοηϯδϟʔ
    w -*/&'BDFCPPL.FTTFOHFS
    w εϚϗ࣌୅ͷϝοηʔδΞϓϦ
    w ରPSάϧʔϓ
    w ΋͸΍͜ͷͭ͸σϑΝΫτε
    λϯμʔυʹͳ͍ͬͯΔ
    w ͦ͜ʹ#PUͱ͍͏֓೦ͱ࣮૷͕
    ೖͬͯ͘Δ
    

    View Slide

17. ຊ೔ͷςʔϚ
    w -*/&'BDFCPPL.FTTFOHFS#PUͷͭ͘Γํ
    w ओʹ-*/&ʮ#05"1*5SJBM"DDPVOUʯΛར༻
    w #0,&5&#05Λྫʹڍ͛·͢
    w ҙ֎ͱۤ࿑͢Δ࣮૷ͷ͍͔ͭ͘ͷίτ
    w ίϚϯυࢦ޲ͱͦͷ࣮૷
    w ཧ૝తͳΞʔΩςΫνϟͱ࣮ྫ
    

    View Slide

18. ͦ΋ͦ΋

    #PUͬͯͳΜͧ
    

    View Slide

19. άάΔ
    

    View Slide

20. ఆظతʹπΠʔτ͢Δ
    πΠολʔ
    ΞΧ΢ϯτ
    

    View Slide

21. /0/0
    ͦΕ͚ͩ͡Όͳ͍Α
    

    View Slide

22. ͔͋ͨ΋ਓؒͷΑ͏ʹ࡞ۀΛ
    ߦ͏ίϯϐϡʔλϓϩάϥϜ
    ͷ૯শ
    

    View Slide

23. 30#05
    

    View Slide

24. ྫ͑͹
    

    View Slide

25. ݕࡧΤϯδϯͷ#PU
    ͱ͔΋͋ΔΑͶ
    

    View Slide

26. -*/&#05"1*ͷ৔߹
    

    View Slide

27. ެࣜ"1*υΩϡϝϯτΑΓ࿨༁Ҿ༻
    w #05"1*Λ࢖͏ͱݸਓͷϢʔβʔͱ௚઀΍ΓͱΓ͕
    ग़དྷΔ
    w #05ΞΧ΢ϯτΛ༑ୡͱͯ͠௥Ճͯ͠΋Β͍ϝο
    ηʔδΛड͚औΔͱࣗಈతʹΧελϚΠζͨ͠Ϩε
    ϙϯεΛฦ͢ͳͲ͕ߟ͑ΒΕΔ
    w ͲΜͳλΠϛϯάͰ΋Ϣʔβʔʹରͯࣗ͠෼ͷ#05
    αʔόʔ͔ΒϝοηʔδΛૹΕΔ
    

    View Slide

28. ެࣜ"1*υΩϡϝϯτΑΓਤΛഈआ
    

    View Slide

29. ͭͬͯ͘Έͨ
    

    View Slide

30. View Slide

31. ݱࡏ
    ༑ୡ਺
    

    View Slide

32. ײ૝
    

    View Slide

33. ͭͬͯ͘෼͔Δ#05"1*Ͱग़དྷΔ͜ͱ
    w جຊ͸#05ରϢʔβʔͷΠϯλϥΫγϣϯ
    w NJEݸผ#05ΞϓϦʹͱͬͯͷϢʔβʔࣝผࢠ
    w NJEΛอ࣋ͯ͠Ұ੪ૹ৴ͳͲग़དྷΔ͕ϑΟοτ͠ͳ͍
    w ςΩετͳͲϝοηʔδΛड͚औͬͯԿ͔Λฦ͢
    w Ϧονϝοηʔδ ޙड़
    Λར༻ͯ͠ϘλϯΛ࣮ݱ
    

    View Slide

34. #0,&5&#05ͷػೳ
    

    View Slide

35. ςΩετΛૹΔ
    Ϙέݕࡧ
    

    View Slide

36. ελϯϓΛૹΔ
    ࡢ೔ͷਓؾϘέ
    

    View Slide

37. ʮ΋ͬͱΈΔʯΛλοϓ
    .03&ίϚϯυൃಈ
    ଓ͖ͷϘέ͕ݟΕΔ
    

    View Slide

38. ࠨԼͷϘλϯΛλοϓ
    5*.&-&"1ίϚϯυൃಈ
    աڈͷ೔ͷਓؾϘέ͕ݟΕΔ
    

    View Slide

39. Χʔυͷ্൒෼Λλοϓ
    8FC7JFXͰ։͘
    

    View Slide

40. ӈԼͷϘλϯΛλοϓ
    (";0ίϚϯυൃಈ
    ͦͷϘέͷը૾Λऔಘग़དྷΔ
    

    View Slide

41. ػೳ͓͞Β͍
    

    View Slide

42. #0,&5&#05
    w ςΩετૹΔϘέݕࡧ
    w ελϯϓૹΔࡢ೔ͷਓؾϘέ
    w .03&ίϚϯυ΋ͬͱΈΔ
    w 5*.&-&"1\::::..%%^աڈͷਓؾϘέ
    w (";0\CPLF@JE^Ϙέը૾Λऔಘ
    w Χʔυͷ্൒෼Λλοϓ8FC7JFXͰදࣔ
    

    View Slide

43. ϨεϙϯεΦϒδΣΫτ
    

    View Slide

44. Ϧονϝοηʔδ
    ςΩετ
    ϝοηʔδ
    

    View Slide

45. ը૾
    ϝοηʔδ
    

    View Slide

46. Ϧονϝοηʔδ
    w શͯ͸ը૾
    w ࠲ඪͰۣܗΛࢦఆͯ͠Ξ
    ΫγϣϯΛܾΊΕΔ
    w ࢦఆͨ͠63-Λ։͘
    w ࢦఆͨ͠จࣈྻΛൃݴ͞
    ͤΔίϚϯυ
    w -*/&/&84ͷΞΧ΢ϯ
    τͳͲ΋͜ΕΛར༻ͯ͠
    ΔͬΆ͍
    

    View Slide

47. λοϓͨ͠Β
    
    ࢦఆͨ͠จࣈྻΛൃݴͤ͞Δʁ
    

    View Slide

48. ࡌͬͯͳ͍
    

    View Slide

49. ࣮͸
    

    View Slide

50. IUUQTHJUIVCDPNMJOFMJOFCPU
    TELQFSMCMPCNBTUFSMJC-*/&#PU
    "1*#VJMEFS3JDI.FTTBHFQN-
    4%,ͷιʔεʹͷΈࡌͬͯΔ
    

    View Slide

51. ͬͯ͜ͱͰ࣮૷ͷ࿩
    

    View Slide

52. جຊతͳΞʔΩςΫνϟ
    ࣗલ
    #05ΞϓϦ -*/&
    ϓϥοτϑΥʔϜ
    Ϣʔβʔ
    ϝοηʔδ
    DBMMCBDL
    1045IUUQTFYBNQMFDPNDBMMCBDL
    NFTTBHF
    1045IUUQTUSJBMCPUBQJMJOFNFWFWFOUT
    ϝοηʔδ
    SFTQPOTF
    

    View Slide

53. ࣗલ#05ΞϓϦ
    w DBMMCBDLΛड͚औΓ
    w ϝοηʔδʹؚ·ΕΔNJEΛऔಘ
    w NJEΊ͕͚ͯϨεϙϯεΛฦ͢
    w த਎͸+40/
    άϩʔόϧυϝΠϯ)551αʔ
    ό 44-
    +40/ύʔα)551Ϋ
    ϥΠΞϯτ͕͋Ε͹جຊσΩΔʂ
    ˎॺ໊ͷݕূ͸আ͘
    

    View Slide

54. ͨͩ͠
    ಠࣗϑϨʔϜϫʔΫ͸඼࣭͕௿͍͜ͱ͕ଟ͍
    ॺ໊ͷݕূ͍ͨ͠ -*/&͔ΒૹΒΕ͖ͯͯΔ͔
    
    Ϧονϝοηʔδͱ͔ΊΜͲ͍͘͞
    

    View Slide

55. -*/&#054%,
    

    View Slide

56. -*/&#PU"1*
    w IUUQTNFUBDQBOPSHQPE-*/&#PU"1*
    w $1"/J[F΋͞Ε͍ͯΔ
    w Ϧονϝοηʔδͷ࡞੒ʹ΋΋ͪΖΜରԠ
    w ॺ໊ͷݕূ΋ҰߦͰॻ͚Δ
    w ςετ͕े෼ʹଗ͍ͬͯΔͷͰ඼࣭͕ߴ͍
    w ྫͷυΩϡϝϯτʹࡌͬͯͳ͍"1*͕࣮૷
    w FHσΟϨΫτϦʹϑϨʔϜϫʔΫ͕ܝࡌ
    

    View Slide

57. VOMFTT SFRNFUIPEFR1045SFRQBUIFRDBMMCBDL
    \
    SFUVSO< <> </PU'PVOE>>
    ^
    NZJT@WBMJECPUWBMJEBUF@TJHOBUVSF SFRDPOUFOU SFRIFBEFS 9
    -*/&$IBOOFM4JHOBUVSF
    
    
    VOMFTT JT@WBMJE
    \
    SFUVSO< <> <GBJMFEUPWBMJEBUFTJHOBUVSF>>
    ^
    NZSFDFJWFTCPUDSFBUF@SFDFJWFT@GSPN@KTPO SFRDPOUFOU
    
    GPSNZSFDFJWF !\SFDFJWFT^
    \
    OFYUVOMFTTSFDFJWFJT@NFTTBHFSFDFJWFJT@UFYU
    NZSFTCPUTFOE@UFYU
    UP@NJESFDFJWFGSPN@NJE
    UFYUSFDFJWFUFYU
    
    
    ^
    SFUVSO< <> <0,>>
    4:/014*4
    

    View Slide

58. ࡢ೔ͷ-5ͯ͠Δ࣌ؒʹ
    

    View Slide

59. View Slide

60. -*/&#05"1*ͷಛ௃
    

    View Slide

61. NJE͔͑ͭ͞ΜͰ͠·͑͹ݸผͷ
    Ϣʔβʔʹϝοηʔδ͕ૹΕΔ
    NZSFTCPUTFOE@UFYU
    UP@NJESFDFJWFGSPN@NJE
    UFYUSFDFJWFUFYU
    
    
    w Ϣʔβʔʹ͖ͭͦͷΞϓϦʹͱͬͯ͸ҰҙͷNJE
    w DBMMCBDLʹ൓Ԡ͢ΔλΠϛϯάͰͳͯ͘΋ྑ͍
    w ඇಉظͰૹΕΔɺNJEΛ͓͚֮͑͹$-*͔ΒͰ΋
    w ϝοηʔδΛૹΔࡍͷ࣮ػςετʹ࢖͑Δ
    

    View Slide

62. ޮՌత͕ͩΫηͷ͋Δ
    Ϧονϝοηʔδ
    

    View Slide

63. NZSFTCPUSJDI@NFTTBHF IFJHIU
    
    TFU@BDUJPO
    ."/("
    UFYUNBOHB
    MJOL@VSJIUUQTTUPSFMJOFNFGBNJMZNBOHBFO
    
    
    
    BEE@MJTUFOFS
    BDUJPO."/("
    Y
    Z
    XJEUI
    IFJHIU
    
    TFU@BDUJPO
    .64*$
    UFYUNJTJD
    MJOL@VSJIUUQTTUPSFMJOFNFGBNJMZNVTJDFO
    
    
    
    BEE@MJTUFOFS
    
    
    TFOE@NFTTBHF
    UP@NJENJE
    JNBHF@VSMIUUQTFYBNQMFDPNSJDIJNBHFGPP
    BMU@UFYU5IJTJTBBMUUFYU
    
    
    

    View Slide

64. Ϧονϝοηʔδը૾഑৴
    w ͭͷαΠζͷը૾Λ༻ҙͯ͠σόΠεʹରԠ͢Δ
    w IUUQFYBNQMFDPNJNHTGBDF
    w ଟ͘ͷ৔߹ಈతʹը૾Λੜ੒͠ͳ͍ͱ͍͚ͳ͍
    

    View Slide

65. ྫͷλοϓ͢Δͱ
    ൃݴͤ͞Δ΍ͭ
    λοϓ
    Ϣʔβʔ͕
    উखʹൃݴ
    

    View Slide

66. NZSFTTFMGCPUSJDI@NFTTBHF IFJHIUIFJHIU
    
    TFU@BDUJPO
    #0,&
    UFYUՄԙ
    MJOL@VSJIUUQCPLFUFKQCPLFCPLF\JE^
    
    
    
    BEE@MJTUFOFS
    BDUJPO#0,&
    Y
    Z
    XJEUI
    IFJHIU IFJHIU
    
    
    TFU@BDUJPO
    5*.&-&"1
    UFYU5*.&-&"1ZNE
    UZQFTFOE.FTTBHF
    
    
    
    BEE@MJTUFOFS
    BDUJPO5*.&-&"1
    Y
    Z
    XJEUI
    IFJHIU
    
    
    
    UZQFࢦఆͯ͠΍Δ
    

    View Slide

67. #PU։ൃͷ࣮ࡍ
    

    View Slide

68. Ϧονϝοηʔδͷ
    ը૾഑৴
    

    View Slide

69. ཧ૝ͷΞʔΩςΫνϟ
    w ը૾Λੜ੒͢Δʹ͸ίετ͕͔͔Δ
    w DBMMCBDLޙʮ͙͢ʹϝοηʔδΛૹΔඞཁ͸ແ͍ʯ
    w KPCRVFVFʹ౤͛ͯը૾ੜ੒ޙϝοηʔδ͕ཧ૝
    w 8FCαʔό͕٧·Δ͜ͱ͕ແ͍
    8FCαʔό -*/&
    +PCαʔό
    XPSLFS
    XPSLFS
    DBMMCBDL
    SFTQPOTF
    EJTQBUDI
    NFTTBHF
    ը૾ੜ੒
    

    View Slide

70. ͱ͸͍͑
    

    View Slide

71. ࣮ࡍͷΞʔΩςΫνϟ
    w ొ࿥਺ ਓΛ௒͑ͯ΋ΞΫςΟϒ͸গͳ͍
    w 8FCαʔόͷGPSLͨ͠ϓϩηε͕ը૾ੜ੒Λ݉ͶΔ
    w ͔ͭը૾͸े෼ʹΩϟογϡͯ͠0,ʂ
    w ؅ཧίετͷ௿͞Λॏࢹͨ͠ઃܭʹͨ͠
    8FCαʔό -*/&
    DBMMCBDL
    SFTQPOTF
    NFTTBHF
    ը૾ੜ੒
    ը૾഑৴
    Ωϟογϡ

    αʔό
    

    View Slide

72. ը૾ੜ੒഑৴
    w ಺෦Ϙέͯ"1*͔ΒϘέ৘ใΛऔಘ
    w *NBHFSͰΨϦΨϦը૾࡞੒
    w े෼ͳ࣌ؒͰNFNDBDIFEʹσʔλΛΩϟογϡ
    w ্هΛݩσʔλͱ͠ϦαΠζͯ͠഑৴
    w $%/͸ܦ༝ͤͣ"84&-#͔Β௚઀഑৴
    w DBMMCBDL͕དྷͨॠؒʹࣗΒͷը૾Λऔಘ
    w ΩϟογϡΛੜ੒͓ͯ͘͠
    

    View Slide

73. ίϚϯυͷ࣮૷
    w ςΩετϝοηʔδΛϋϯυϧ͢ΔࡍจࣈྻΛൺֱ
    w Ϛονͨ͠ΒͦΕͧΕσΟεύον
    w Ϛον͠ͳ͔ͬͨΒϘέݕࡧϞʔυ΁
    JG BSHT\UFYU^FR3"/,*/(
    \
    SFUVSOTFMGIBOEMF@TUJDLFS BSHT
    
    ^
    JG BSHT\UFYU^_N?5*.&-&"1=T=E
    \
    SFUVSOTFMGIBOEMF@UJNFMFBQ BSHT
    
    ^
    JG BSHT\UFYU^_N?(";0=T=E
    \
    SFUVSOTFMGIBOEMF@HB[P BSHT
    
    ^
    
    

    View Slide

74. .03&ίϚϯυͷ࣮૷
    w NJEΛϕʔεʹηογϣϯ*%Λੜ੒
    w ηογϣϯ͔ΒݱࡏͷίϯςΩετΛऔಘ
    w ্هͩͱԿϖʔδ໨͔ʁͱݕࡧΫΤϦʔ
    w ηογϣϯ৘ใ͸NFNDBDIFEʹஞҰอଘ
    JG BSHT\UFYU^FR.03&
    \
    NZQBSBNTTFTTJPOHFU QBSBNT
    ]]\^
    QBHFQBSBNT\QBHF^
    RVFSZQBSBNT\RVFSZ^
    ^
    

    View Slide

75. #PUͷӡ༻
    

    View Slide

76. ϢʔβʔͷߦಈΛ
    τϥοΩϯά͍ͨ͠
    

    View Slide

77. View Slide

78. +4࣮ߦͱ͔ϜϦϙ
    

    View Slide

79. .FBTVSFNFOU1SPUPDPM
    w )551ϦΫΤετΛૹͬͯΞΫηεͱݟͳ͢
    w ͱΓ͋͑ͣϨεϙϯε͕੒ޭͨ͠৔߹ʹૹͬͯΔ
    w NJEΛΩʔʹϢχʔΫϢʔβʔΛΧ΢ϯτ
    w CPLFTFBSDIωίCPLFEBJMZ
    

    View Slide

80. ݱ࣮
    

    View Slide

81. View Slide

82. ͳ͔ͳ͔ݫ͍͠
    

    View Slide

83. ͦΖͦΖ·ͱΊ
    

    View Slide

84. #PU։ൃͷݱ࣮·ͱΊ
    w -*/&#05"1*͸جຊతʹϢʔβର#05
    w NJEͰϢʔβʔΛࣝผ͠Ԡ༻͠Α͏
    w ϝοηʔδ͸ඇಉظͰฦͤ͹ྑ͍
    w ΞΫςΟϒ͕ଟ͘ͳΕ͹ཧ૝తͳΞʔΩςΫνϟ΁
    w ϦονϝοηʔδͱίϚϯυͰػೳΛ࣮ݱ
    w ϞόΠϧΞϓϦ͕͍Βͳ͘ͳΔੈք؍͸དྷΔͷ͔
    w ίϯςϯπΛੜ੒͢Δ͜ͱ΋ग़དྷΕ͹໘ന͍͔΋
    

    View Slide