IoTをServerless風にテストしたい！

Serverless Meetup Fukuoka #2

Transcript

1. *P5Λ
   4FSWFSMFTT෩ʹςετ͍ͨ͠ʂ ໟར
   ܒଠ 4FSWFSMFTT
   .FFUVQ
   'VLVPLB
   
   
2. ࣗݾ঺հ ໟར
   ܒଠʢ΋͏Γ
   ͚͍ͨʣ
    'VTJD
   $P
   -UE
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   ൃҊऀϓϩμΫτΦʔφʔ
    *P5ܥͷडୗҊ݅
    લ৬͸ ༯ոͱ͔Ͱ༗໊ͳ ๭ήʔϜձࣾ
3. ࣗݾ঺հ IUUQTRJJUBDPN,UB.JUFNTBGBBCC IUUQTHJUIVCDPN,UB.[BSV ϝʔϧʹύεϫʔυ෇͖[JQΛఴ෇ͯ͠ʮύεϫʔυ͸ผ్͓ૹΓ͍ͨ͠·͢ʯ ͱ͢Δ׳श͕ΊΜͲ͍͘͞ͷͰͳΜͱ͔ͨ͠ 4FSWFSMFTTతͳաڈ࡞
4. ຊ೔ͷ͓࿩ ‣ *P5ͱ4FSWFSMFTT
   ‣ *P5ͱςετ
   ‣ *P5ͱ4FSWFSMFTTͱςετͱ
5. *P5ͱ4FSWFSMFTT
6. *P5ݩ೥໰୊ *P5ݩ೥ɹ *P5ݩ೥ɹ *P5ݩ೥ɹ *P5ݩ೥ɹ ݕࡧ ݕࡧ ݕࡧ ݕࡧ
7. *P5ݩ೥໰୊ *P5ݩ೥ɹ ݕࡧ ͳ͠ ‣ ࣌୅͕ਐΈ࢝Ί͍ͯΔ
   ‣ *P5ͷ໰͍߹Θͤ΋૿͖͑ͯͨ
   ‣ 1P$͔Βຊ։ൃ΁ͷҠߦ΋૿͖͑ͯͨ
   ‣ େن໛ͳ*P5։ൃ͕૿͖͍͑ͯͯΔʂ
8. 4FSWFSMFTTͰ͋ͬͯ͘Ε ࠓͲ͖4FSWFSMFTT͡Όͳ͍ͱ
   ࢮΜͰ͠·͏ Backend Sensor/Device
9. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device ো֐͕ى͖ͨΑʂ PS ϝϯςͯ͠Ͷʂ
10. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device ແ࣊൵ʹ΋σʔλΛ ૹΓଓ͚ΔΑʂ ো֐͕ى͖ͨΑʂ PS ϝϯςͯ͠Ͷʂ
11. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device ແ࣊൵ʹ΋σʔλΛ ૹΓଓ͚ΔΑʂ ো֐͕ى͖ͨΑʂ PS ϝϯςͯ͠Ͷʂ
12. ো֐ϝϯςʹରͯ͠ແ࣊൵
13. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device Ұؾʹ୆
    ૿΍͢Αʂ
14. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device Ұؾʹ୆
    ૿΍͢Αʂ ࠓ೔͸ௐࢠ͕͍͍͔Β ͨ͘͞ΜૹΔΑʂ
15. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device Ұؾʹ୆
    ૿΍͢Αʂ ࠓ೔͸ௐࢠ͕͍͍͔Β ͨ͘͞ΜૹΔΑʂ ϜϦϜϦϜϦ
16. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device ϜϦϜϦϜϦ ແ࣊൵ʹ΋σʔλΛ ૹΓଓ͚ΔΑʂ
17. ΋͠4FSWFSNPSF ͩͬͨΒʜ Backend Sensor/Device ϜϦϜϦϜϦ ແ࣊൵ʹ΋σʔλΛ ૹΓଓ͚ΔΑʂ
18. εέʔϧʹରͯ͠ແ࣊൵
19. *P5ͷσʔλϩετ͸͔ͳΓࠔΔ ‣ औΓ໭ͤͳ͍
     ਓؒ૬खͱ͸ҧͬͯʮ΋͏Ұ౓ૹͬͯʯ͕Ͱ͖ͳ͍ ͜ͱ͕ଟ͍
    ‣ ࣌ܥྻͰҙຯ͕͋Δ
     ஋ͷมಈΛάϥϑͰݟ͔ͨͬͨΓ
     σʔλʹԠͯ͡εςʔλε͕มΘΔ΋ͷͩͬͨΓ
    ‣
    ॏཁͳҙຯΛ࣋ͭσʔλͷ৔߹΋
     ΞϥʔτͷτϦΨʔʹͳΔΑ͏ͳ΋ͷͩͬͨΒେม
20. *P5ͱ4FSWFSMFTT *P5ͷ൵௧ͳڣͼ ো֐ى͖ͳ͍Ͱʂ ͍͍ײ͡ʹεέʔϧͯ͠ʂ ϝϯςདྷͳ͍Ͱʂ
21. *P5ͱ4FSWFSMFTT *P5ͷ൵௧ͳڣͼ 4FSWFSMFTTͷแ༰ྗ ো֐ى͖ͳ͍Ͱʂ ͍͍ײ͡ʹεέʔϧͯ͠ʂ ো֐ ΄΅ ͳ͠ εέʔϧ͕ಘҙ ͳͷ͕ଟ͍ ϝϯςདྷͳ͍Ͱʂ ϝϯς΋ ͨͿΜ ͳ͠
22. *P5ͱ4FSWFSMFTT *P5ͷ൵௧ͳڣͼ 4FSWFSMFTTͷแ༰ྗ ো֐ى͖ͳ͍Ͱʂ ͍͍ײ͡ʹεέʔϧͯ͠ʂ ো֐ ΄΅ ͳ͠ εέʔϧ͕ಘҙ ͳͷ͕ଟ͍ ϝϯςདྷͳ͍Ͱʂ ϝϯς΋ ͨͿΜ ͳ͠
23. "84ᐌ͘ IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUPOMJOFTFNJOBSJPU "84
    #MBDL
    #FMU
    0OMJOF
    4FNJOBS
    
    *P5޲͚࠷৽ΞʔΩςΫνϟύλʔϯ
24. "[VSFᐌ͘ IUUQTBLBNTJPUSFGBSDIJUFDUVSF "[VSF
    *P5
    3FGFSFODF
    "SDIJUFDUVSF
    (VJEF
25. ($1ᐌ͘ IUUQTXXXZPVUVCFDPNXBUDI WLQ&U92BL "O
    PWFSWJFX
    PG
    $MPVE
    *P5
    $PSF
    (PPHMF
    *0
    
26. ຊ೔ͷ͓࿩ ‣ *P5ͱ4FSWFSMFTT
    ‎ *P5ͷ#BDLFOE͸4FSWFSMFTTͰΩϚϦʂ
    ‣ *P5ͱςετ
    ‣ *P5ͱ4FSWFSMFTTͱςετͱ
27. *P5ͱςετ
28. *P5ͷςετ͕΍ΓͮΒ͍໰୊ ͪΌΜͱςετ͠Α͏ͱ͢Δͱ
    ͱͯ΋΍ΓͮΒ͍ Backend Sensor/Device
29. *P5ͷςετ͕΍ΓͮΒ͍໰୊ σʔλ͕དྷͳ͍ͱಈ͔ͳ͍ Backend Sensor/Device D a t a
30. *P5ͷςετ͕΍ΓͮΒ͍໰୊ ςετʹඞཁͳσʔλΛ
    Ͳ͔͜Βௐୡ͠Α͏ʁ Backend Sensor/Device D a t a
31. *P5ͷςετ͕΍ΓͮΒ͍໰୊ ͦͷ··࣮σόΠε͔Β
    σʔλΛૹΖ͏ Backend Sensor/Device D a t a
32. ࣮σόΠε͔ΒૹΔ࡞ઓ ‣ ௐୡ
     ͔ͳΓ͕͔͔࣌ؒΔ
     ࣗࣾ։ൃ ηϯαʔͷબఆɾઃܭɾ࣮૷ͳͲ
    PS
    ط੒඼ͷߪೖ
    ‣
    ॳظίετ
     ୆͋ͨΓͦΕͳΓͷඅ༻͕͔͔Δ
     ςετ໨తͰ५୔ʹ༻ҙ͢Δͷ͸ඇݱ࣮త
    ‣
    धཁʹԠͨ͡εέʔϧ
     ΋ͪΖΜ͠ͳ͍
33. ͓΍ʜ
34. ͜Ε͸Ҏલզʑ͕ܾผΛਤͬͨ
    ʮΦϯϓϨʯతͳ΍ͭͰ͸ʁ
35. *P5ͷςετ͕΍ΓͮΒ͍໰୊ ͳΒ͹γϛϡϨʔλʔΛ࡞ͬͯ
    ૹͬͯ͋͛Α͏ Backend Simulator D a t a
36. γϛϡϨʔλʔ͔ΒૹΔ࡞ઓ ‣ αʔόʔͷ͓ੈ࿩
     Ͳ͔͜͠Βͷαʔόʔ খن໛ͳΒϩʔΧϧʁ ͔ΒૹΒͳ͚Ε͹
     αʔόʔͷઃఆͱ͔͍Ζ͍Ζେม
    ‣
    ΋Ζ΋Ζಠ࣮ࣗ૷
     #BDLFOE΁ͷ઀ଓɾೝূ
     ૹΔσʔλͷத਎΍σόΠεͷঢ়ଶભҠ੍ޚ
     Քಇঢ়گͷ؂ࢹ
     େྔՔಇ࣌ͷεέʔϧ
    ‣
    ςετ༻σʔλ͕ཉ͍͚ͩ͠ͳͷʹ࡞ۀྔ͕ଟ͗͢Δ
37. ͓΍ʜ
38. ͜Ε͸Ҏલզʑ͕ܾผΛਤͬͨ
    ʮαʔόʔʯతͳ΍ͭͰ͸ʁ
39. 4FSWFSMFTTతʹղܾ͠Α͏ σόΠεͷ'VODUJPOBM
    4BB4͸
    Ͱ͖ͳ͍΋ͷ͔ʜ Backend Functional Saas? D a t a
40. ͜Μͳײ͡ ‣ ඞཁͳͱ͖ʹ͙͢ʹௐୡͰ͖Δ
    ‣ αʔόʔͷଘࡏΛҙࣝͤͣʹඞཁͳ୆਺͚ͩՔಇͰ͖Δ
    ‣ ඞཁͳσʔλΛૹΔ͜ͱ͚ͩʹूதͰ͖Δ
    ‣ ϓϩάϥϜͰىಈ΍ఀࢭ੍͕ޚͰ͖Δ
41. ຊ೔ͷ͓࿩ ‣ *P5ͱ4FSWFSMFTT
    ‎ *P5ͷ#BDLFOE͸4FSWFSMFTTͰΩϚϦʂ
    ‣ *P5ͱςετ
    ‎ ී௨ʹ΍Δͱπϥ͍ɻ'VODUJPOBM
    4BB4ͳσόΠε͕΄͍͠ʂ
    ‣ *P5ͱ4FSWFSMFTTͱςετͱ
42. *P5ͱ4FSWFSMFTTͱςετͱ
43. *P5ςετ༻Ծ૝σόΠε࡞੒αʔϏε ੈքॳʂ
44. NPDLNPDLͱ͸ʁ σόΠεʹ୅Θͬͯ
    ςετ༻σʔλΛૹΔԾ૝σόΠε Backend D a t a
45. ಈ࡞֓ཁ  Backend ίϯιʔϧͰઃఆΛߦͳ͏
     σʔλૹ৴ઌ
     ϓϩτίϧ
     σʔλੜ੒ํ๏ͷઃఆ
     ঢ়ଶભҠͷઃఆ
     FUDʜ
46. ಈ࡞֓ཁ  Backend NPDLΛͭ͘Δ
47. ಈ࡞֓ཁ  Backend D a t a NPDLΛಈ͔͢
49. ରԠϓϩτίϧɾ࿈ܞαʔϏε ɹϓϥοτϑΥʔϜ ɹαʔϏε ɹϓϩτίϧ ɹಠࣗαʔόʔ ɹ ɹ)551)5514
 ɹ.255.2554 ɹ"NB[PO
    8FC
    4FSWJDFT ɹɹɹ"84
    *P5
    $PSF ɹ)5514.2554 ɹɹɹ"NB[PO
    ,JOFTJT
    %BUB
    4USFBNT ɹ ɹ(PPHMF
    $MPVE
    1MBUGPSN ɹɹɹ$MPVE
    *P5
    $PSF ɹ.2554 ɹ.JDSPTPGU
    "[VSF ɹɹɹ"[VSF
    *P5
    )VC ɹ.2554
    ".214 ɹ403"$0. ɹɹɹ403"$0.
    1MBUGPSN
 ɹɹɹ#FBN'VOOFM)BSWFTU
    ۙ೔ϦϦʔε ɹ ɹͦͷଞ ɹ͓ؾܰʹ͝૬ஊ͍ͩ͘͞
50. ରԠϓϩτίϧɾ࿈ܞαʔϏε ɹϓϥοτϑΥʔϜ ɹαʔϏε ɹϓϩτίϧ ɹಠࣗαʔόʔ ɹ ɹ)551)5514
 ɹ.255.2554 ɹ"NB[PO
    8FC
    4FSWJDFT ɹɹɹ"84
    *P5
    $PSF ɹ)5514.2554 ɹɹɹ"NB[PO
    ,JOFTJT
    %BUB
    4USFBNT ɹ ɹ(PPHMF
    $MPVE
    1MBUGPSN ɹɹɹ$MPVE
    *P5
    $PSF ɹ.2554 ɹ.JDSPTPGU
    "[VSF ɹɹɹ"[VSF
    *P5
    )VC ɹ.2554
    ".214 ɹ403"$0. ɹɹɹ403"$0.
    1MBUGPSN
 ɹɹɹ#FBN'VOOFM)BSWFTU
    ۙ೔ϦϦʔε ɹ ɹͦͷଞ ɹ͓ؾܰʹ͝૬ஊ͍ͩ͘͞ 4FSWFSMFTT
    ͳ
    *P5
    #BDLFOE
    ʹରԠʂ
51. "MM
    4FSWFSMFTT Backend D a t a 'VODUJPOBM
    4BB4 'VODUJPOBM
    4BB4 'BB4
52. ͜͜·Ͱ͘Ε͹
 *P5ͷ&&ςετ͕
    $*ͰͰ͖Δʂ
53. "84Ͱ΍ͬͯΈͨ Thermometer Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB { "serial_number": "mk-00001", "timestamp": "2018-08-21T07:09:05Z", "temperatures": [ "22.8", "21.9" ] } ఆظతʹσʔλऔಘ ݅ͣͭ1VU |serial_number|timestamp |temperature01|temperature02|created_at | |-------------|-------------------|-------------|-------------|-------------------| |mk-00001 |2018/08/21 07:09:05|23.8 |25.4 |2018/08/21 07:09:06| |mk-00002 |2018/08/21 07:09:05|23.2 |24.0 |2018/08/21 07:09:06| |mk-00001 |2018/08/21 07:09:15|24.1 |25.6 |2018/08/21 07:09:17| |mk-00002 |2018/08/21 07:09:15|23.8 |24.4 |2018/08/21 07:09:18| |mk-00001 |2018/08/21 07:09:25|24.3 |25.0 |2018/08/21 07:09:26| |mk-00002 |2018/08/21 07:09:25|24.0 |23.9 |2018/08/21 07:09:27| ςετର৅ͷΞϓϦέʔγϣϯ
54. σϞ
55. "84Ͱ΍ͬͯΈͨ ᶃίʔυΛ1VTI
56. "84Ͱ΍ͬͯΈͨ ᶃίʔυΛ1VTI ᶄ$*ىಈ
57. "84Ͱ΍ͬͯΈͨ AWS Batch ᶃίʔυΛ1VTI ᶄ$*ىಈ ᶅ"84
    #BUDIͷ
 +PCΛૹ৴ 
    ؅ཧԼͷίϯϐϡʔςΟϯά؀ڥ &$ ্Ͱ+PCΛ࣮ߦ͢Δ
    
    &$͸࣮ߦ͢Δ+PCͷྔʹԠͯࣗ͡ಈͰ૿ݮͯ͘͠ΕΔ
    
    +PC͸ίϯςφΛ࢖࣮ͬͯߦ͢Δ
 
    େ୾ʹͬ͘͟Γݴ͑͹௕࣌ؒՔಇ͕Մೳͳ-BNCEB
58. "84Ͱ΍ͬͯΈͨ AWS Batch EC2 instance ᶃίʔυΛ1VTI ᶄ$*ىಈ ᶅ"84
    #BUDIͷ
 +PCΛૹ৴ ᶆίϯϐϡʔςΟϯά
    ؀ڥ࡞੒
59. "84Ͱ΍ͬͯΈͨ AWS Batch EC2 instance Amazon ECR Container ᶃίʔυΛ1VTI ᶄ$*ىಈ ᶅ"84
    #BUDIͷ
 +PCΛૹ৴ ᶆίϯϐϡʔςΟϯά
    ؀ڥ࡞੒ ᶇίϯςφىಈ
60. "84Ͱ΍ͬͯΈͨ EC2 instance Container ᶈ$MPOF AWS SAM Test Script #!/bin/bash git clone $CODE_REPO $CODE_DIR cd $CODE_DIR sh test/batch/run.sh
61. "84Ͱ΍ͬͯΈͨ EC2 instance Container ᶈ$MPOF AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶉ%FQMPZ #!/bin/bash git clone $CODE_REPO $CODE_DIR cd $CODE_DIR sh test/batch/run.sh Cloudformation Stack
62. "84Ͱ΍ͬͯΈͨ EC2 instance Container ᶈ$MPOF AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶉ%FQMPZ #!/bin/bash git clone $CODE_REPO $CODE_DIR cd $CODE_DIR sh test/batch/run.sh ᶊNPDLىಈ"1* Cloudformation Stack
63. "84Ͱ΍ͬͯΈͨ EC2 instance Container ᶈ$MPOF AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶉ%FQMPZ #!/bin/bash git clone $CODE_REPO $CODE_DIR cd $CODE_DIR sh test/batch/run.sh ᶊNPDLىಈ"1* ᶋςετσʔλૹ৴ Cloudformation Stack
64. "84Ͱ΍ͬͯΈͨ EC2 instance Container AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶌͨ·ͬͨσʔλΛूܭ Cloudformation Stack
65. "84Ͱ΍ͬͯΈͨ EC2 instance Container AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶌͨ·ͬͨσʔλΛूܭ ᶍ4MBDLʹ݁ՌΛ௨஌ Cloudformation Stack
66. "84Ͱ΍ͬͯΈͨ EC2 instance Container AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶌͨ·ͬͨσʔλΛूܭ ᶍ4MBDLʹ݁ՌΛ௨஌ ᶎ4UBDLΛ࡟আ Cloudformation Stack
67. "84Ͱ΍ͬͯΈͨ EC2 instance Container AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶌͨ·ͬͨσʔλΛूܭ ᶍ4MBDLʹ݁ՌΛ௨஌ ᶎ4UBDLΛ࡟আ Cloudformation Stack ᶏ$POUBJOFSऴྃ
68. "84Ͱ΍ͬͯΈͨ EC2 instance Container AWS SAM Test Script Amazon Kinesis Data Streams AWS Lambda Amazon DynamoDB ᶌͨ·ͬͨσʔλΛूܭ ᶍ4MBDLʹ݁ՌΛ௨஌ ᶎ4UBDLΛ࡟আ Cloudformation Stack ᶏ$POUBJOFSऴྃ ᶐίϯϐϡʔςΟϯά؀ڥ࡟আ
69. "84Ͱ΍ͬͯΈͨ ‣ ຊ൪؀ڥͱશ͘ಉ͡؀ڥͰςετ͕Ͱ͖Δ
    ‣ ςετ؀ڥཱ͕ͭͷ͸ςετͷͱ͖͚ͩ
    ‣ "84
    #BUDIΛ࢖͍ͬͯΔͷͰ$JSDMF$*͸͙͢ʹख์ͤΔ
    ‎ ࣌ؒɺ೔ɺिؒ୯ҐͷΤΠδϯάςετͰ΋ݱ࣮తʹՄೳ
70. ຊ೔ͷ͓࿩ ‣ *P5ͱ4FSWFSMFTT
    ‎ *P5ͷ#BDLFOE͸4FSWFSMFTTͰΩϚϦʂ
    ‣ *P5ͱςετ
    ‎ ී௨ʹ΍Δͱπϥ͍ɻ'VODUJPOBM
    4BB4ͳσόΠε͕΄͍͠ʂ
    ‣ *P5ͱ4FSWFSMFTTͱςετͱ
    ‎
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    Λ࢖͏͜ͱͰ"MM
    4FSWFSMFTTʹʂ$*΋ճͤΔʂʂ
    
71. 
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    ͷ͜Ε͔Β ‣ ͱΓ͋͑ͣ"1*ΛϦϦʔε͢Δ
    ‎ ϦϦʔεͨ͠Βࠓճͷ$*͕Ͱ͖·͢
    
    ‣ ૹ৴ͨ͠σʔλΛऔಘͰ͖ΔΑ͏ʹ͢Δʂ
    ‎ ཷ·ͬͨσʔλͱಥ͖߹ΘͤͨΓͰ͖ͯɺςετͷ෯͕޿͕Δ
72. ·ͱΊ
73. ຊ೔ͷ͓࿩ ‣ *P5ͷ#BDLFOE͸4FSWFSMFTT͕ελϯμʔυ
    ‣ *P5ͷςετ͸ී௨ʹ΍Δͱπϥ͍
    ‣
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    Λ࢖͏͜ͱͰ"MM
    4FSWFSMFTTͰςετ͕Մೳʹ
    ‣ ͦͷ੎͍ʹ৐ͬͯ$*΋ճͨ͠ʂ
74. ͝ਗ਼ௌ͋Γ͕ͱ͏
    ͍͟͝·ͨ͠ʂ IUUQTNPDLNPDLDPNKB