Serverless Frameworkの基礎と開発手法

Transcript

1. 4FSWFSMFTT
   'SBNFXPSLͷ
   جૅͱ։ൃख๏
2. ࣗݾ঺հ
3. ࣗݾ঺հ  %JHJUBM$VCF
   $P
   -UEͷΤϯδχΞ
    4FSWFSMFTT
   'SBNFXPSL
   $PSF
   $POUSJCVUPS
    ओཁݴޠ
   
   
   
   
   
   
   /PEFKT
   
   
   
   
   
   
   1)1
   
   
4. 4FSWFSMFTT
   4UFQ
   'VODUJPOT IUUQTHJUIVCDPNIPSJLFTFSWFSMFTTTUFQGVODUJPOT
5. 4IJGUFS IUUQTHFUTIJGUFSJP
6. 2JJUB IUUQRJJUBDPNIPSJLF
7. αʔόϨεΞʔΩςΫνϟͱ͸
8. αʔόϨεΞʔΩςΫνϟͱ͸  'BB4 -BNCEB
   (PPHMF
   $MPVE
   'VODUJPOT
   "[VSF
   'VODUJPOT
   FUD ͱ
 ϚωʔδυαʔϏεΛ࢖ͬͯߏ੒͞ΕͨγεςϜ
    Ϣʔεέʔεɿ

   XFC
   ϞόΠϧ
   *P5ͳͲͷ"1*ͷόοΫΤϯυ

   σʔλϓϩηογϯά
    Πϕϯτۦಈܕ ϓϩηε͕ৗற͠ͳ͍
    αʔό͕ແ͍ͱ͍͏͜ͱͰ͸ͳ͍ɻ
 αʔόͷ؅ཧΛΫϥ΢υϕϯμʔʹΞ΢τιʔε
9. ͳʹ͕͏Ε͍͠ͷ͔ʁ
10. ΠϕϯτυϦϒϯͰ͋Δ͜ͱ
11. ίετ
12. ϓϩηε͸ଘࡏ͠ͳ͍
13. εςʔτϨε
14. εέʔϥϏϦςΟ
16. Ͳ͏΍Δͷ͔ʁ
18. 4FSWFSMFTT
    'SBNFXPSLͷ֓ཁ
19. 4FSWFSMFTT
    'SBNFXPSLͱ͸  αʔόʔϨεΞʔΩςΫνϟʹ͓͚Δ։ൃ΍σϓϩΠΛ
 αϙʔτͯ͘͠ΕΔίϚϯυϥΠϯπʔϧ
     ZBNMʹΑΔΞʔΩςΫνϟͷߏ੒؅ཧ
     ϚϧνΫϥ΢υϓϩόΠμʔαϙʔτ
     044ͱͯ͠(JU)VC্Ͱ։ൃ
     ϓϥάΠϯʹΑΔ֦ு
20. ࣮૷͞Ε͍ͯΔओͳίϚϯυ TMT
    DSFBUF ϓϩδΣΫτͷ࡞੒ TMT
    EFQMPZ ϩʔΧϧ؀ڥ͔ΒΫϥ΢υ΁ͷσϓϩΠ TMT
    JOWPLF ϑΝϯΫγϣϯͷ࣮ߦ TMT
    JOGP σϓϩΠ͞Εͨߏ੒ͷ৘ใΛදࣔ TMT
    MPHT ϑΝϯΫγϣϯͷ࣮ߦϩάͷ֬ೝ TMT
    SFNPWF σϓϩΠ͞Εͨߏ੒ͷ࡟আ
21. ϓϩδΣΫτͷϑΝΠϧߏ੒؅ཧ /PEFKT ᵓᴷ
    TFSWFSMFTTZNM
    ᵋᴷ
    IBOEMFSKT ΞʔΩςΫνϟશମͷߏ੒Λ
    ఆٛ͢ΔϑΝΠϧ ϑΝϯΫγϣϯͰ࣮ߦ͞ΕΔ
    ϓϩάϥϜ
22. :".-ϑΝΠϧʹΑΔߏ੒؅ཧ QSPWJEFS
    
    
    OBNF
    BXT
    
    
    SVOUJNF
    OPEFKT
    
    
    JBN3PMF4UBUFNFOUT
    
    
    
    
    
    &⒎FDU
    "MMPX
    
    
    
    
    
    
    "DUJPO
    
    
    
    
    
    
    
    
    
    EZOBNPEC
    GVODUJPOT
    
    
    DSFBUF
    
    
    
    
    IBOEMFS
    UPEPTDSFBUFDSFBUF
    
    
    
    
    FWFOUT
    
    
    
    
    
    
    
    IUUQ
    
    
    
    
    
    
    
    
    
    
    QBUI
    UPEPT
    
    
    
    
    
    
    
    
    
    
    NFUIPE
    QPTU
    
    
    
    
    
    
    
    
    
    
    DPST
    USVF ϑΝϯΫγϣϯʹΞλον͢Δ
    ݖݶͷઃఆ ࢖༻͢ΔΫϥ΢υϓϩόΠμʔٴͼ
    ϥϯλΠϜ؀ڥͷࢦఆ ϑΝϯΫγϣϯͷ࣮ߦϑΝΠϧͷ
    ࢦఆ ϑΝϯΫγϣϯΛ࣮ߦͤ͞Δ
    Πϕϯτͷࢦఆ
23. ϚϧνΫϥ΢υϓϩόΠμʔαϙʔτ QSPWJEFS
    
    
    OBNF
    BXT
    QSPWJEFS
    
    
    OBNF
    PQFOXIJTL
    QSPWJEFS
    
    
    OBNF
    B[VSF
    QSPWJEFS
    
    
    OBNF
    HPPHMF
    
24. 044ͱͯ͠(JU)VC্Ͱ։ൃ
25. ϓϥάΠϯʹΑΔػೳ֦ு QMVHJOT
    
    
    
    TFSWFSMFTTTUFQGVODUJPOT
    
    
    
    TFSWFSMFTTP⒐JOF IUUQTHJUIVCDPNTFSWFSMFTTQMVHJOT
26. Πϯετʔϧ͔Βॳظઃఆ·Ͱ
27. Πϯετʔϧ OQN
    JOTUBMM
    H
    TFSWFSMFTT
28. $SFEFOUJBMͷઃఆ TMT
    DPOpH
    DSFEFOUJBMT
    QSPWJEFS
    
    BXT
    LFZ
    ZPVSLFZ
    ŠTFDSFU
    ZPVS
    TFDSFU
29. $SFEFOUJBMͷઃఆ "84ͷ৔߹ɺ"ENJOJTUSBUPS"DDFTTͷϙϦγʔΛ
    BUUBDI͢Δ͜ͱ͕ެࣜυΩϡϝϯτʹهࡌ͞Ε͍ͯΔ IUUQTTFSWFSMFTTDPNGSBNFXPSLEPDTQSPWJEFSTBXTHVJEFDSFEFOUJBMT
30. $SFEFOUJBMͷઃఆ &⒎FDU
    "MMPX
    "DUJPO
    <
    
    
    
    
    
    JBN(FU3PMF
    
    
    
    
    
    JBN$SFBUF3PMF
    
    
    
    
    
    JBN%FMFUF3PMF
    
    
    
    
    
    JBN1VU3PMF1PMJDZ
    
    
    
    
    
    JBN%FMFUF3PMF1PMJDZ
    
    
    
    
    
    JBN1BTT3PMF
    
    
    
    
    
    MPHT 
    
    
    
    
    
    T 
    
    
    
    
    
    MBNCEB 
    
    
    
    
    
    DMPVEGPSNBUJPO 
    
    
    
    
    
    BQJHBUFXBZ 
    >
    3FTPVSDF
    <
    
    
    
    
    
     
    > ΦϑΟγϟϧʹ͸ެ։͞Εͯͳ͍͕ɺ࠷௿ ݶ͜ͷ͋ͨΓͷϦιʔεʹ
    ڐՄ͕͋Ε͹ಈ࡞͢Δ
31. $SFEFOUJBMͷઃఆ IUUQTHJUIVCDPNTFSWFSMFTTTFSWFSMFTTJTTVFT "ENJO
    $SFEFOUJBMΛ࢖Θͳ͍ηοτΞοϓํ๏͸ݱࡏٞ࿦த
32. ։ൃϑϩʔ
33. αʔϏεͷ࡞ ੒ TFSWFSMFTTZNM ΁ͷΞʔΩςΫνϟ ఆٛ σϓϩΠ Ϋϥ΢υ্Ͱ ͷςετ ։ൃͷϫʔΫϑϩʔ ϩʔΧϧͰͷ GVODUJPO։ൃ
34. αʔϏεͷ࡞੒ TMT
    DSFBUF
    UFNQMBUF
    BXTOPEFKT ֤ϓϩόΠμʔͷϥϯλΠϜ؀ڥʹ߹Θͤͨ
    ελʔλʔςϯϓϨʔτΛࣗಈͰ࡞੒ͯ͘͠ΕΔ
35. ରԠ͍ͯ͠ΔϥϯλΠϜ؀ڥ  "84
    
    
    
    
    
    
    BXTOPEFKT
    
    
    
    
    
    
    BXTQZUIPO
    
    
    
    
    
    
    BXTKBWBHSBEMF
    
    
    
    
    
    
    BXTKBWBNBWFO
    
    
    
    
    
    
    BXTTDBMBTCU
    
    
    
    
    
    
    BXTDTIBSQ
     "[VSF
    
    
    
    
    
    
    OPEFKT
    
    0QFO8IJTL
    
    
    
    
    
    
    PQFOXIJTLOPEFKT
36. TFSWFSMFTTZNM΁ͷΞʔΩςΫνϟఆٛ 
    
    αʔϏεͷϓϩόΠμʔ΍ϥϯλΠϜ؀ڥͷఆٛ
     ϑΝϯΫγϣϯͱͦΕΛൃՐ͢ΔͨΊͷΠϕϯτΛఆٛ
     ࢖༻͢ΔΫϥ΢υϦιʔεͷఆٛ TFSWFSMFTTZNM͕αʔϏεશମͷઃܭਤͱͳΔ
37. TFSWFSMFTTZNM΁ͷΠϕϯτఆٛ GVODUJPOT
    
    
    VTFS$SFBUF
    
    
    
    
    IBOEMFS
    MJCVTFS$SFBUFIBOEMFS
    
    
    
    
    FWFOUT
    
    
    
    
    
    
    
    IUUQ
    
    
    
    
    
    
    
    
    
    
    QBUI
    VTFST
    
    
    
    
    
    
    
    
    
    
    NFUIPE
    QPTU IUUQΠϕϯτͷఆٛ
38. TFSWFSMFTTZNM΁ͷΠϕϯτఆٛ GVODUJPOT
    
    
    SFTJ[F
    
    
    
    
    IBOEMFS
    SFTJ[FIBOEMFS
    
    
    
    
    FWFOUT
    
    
    
    
    
    
    
    T
    
    
    
    
    
    
    
    
    
    
    CVDLFU
    QIPUPT
    
    
    
    
    
    
    
    
    
    
    FWFOU
    T0CKFDU$SFBUFE
    
    
    
    
    
    
    
    
    
    
    SVMFT
    
    
    
    
    
    
    
    
    
    
    
    
    
    QSFpY
    VQMPBET
    
    
    
    
    
    
    
    
    
    
    
    
    
    TV⒏Y
    KQH 4Πϕϯτͷఆٛ
39. TFSWFSMFTTZNM΁ͷΠϕϯτఆٛ GVODUJPOT
    
    
    NZ4LJMM
    
    
    
    
    IBOEMFS
    NZ4LJMMIBOEMFS
    
    
    
    
    FWFOUT
    
    
    
    
    
    
    
    BMFYB4LJMM "MFYB
    4LJMMΠϕϯτͷఆٛ
40. ରԠ͍ͯ͠ΔΠϕϯτ  "84
    
    
    
    
    
    
    "1*
    (BUFXBZ
    
    
    
    
    
    
    ,JOFTJT
    
    %ZOBNP%#
    
    
    
    
    
    
    4
    
    
    
    
    
    
    4DIFEVMF
    
    
    
    
    
    
    4/4
    
    
    
    
    
    
    "MFYB
    4LJMM
    
    
    
    
    
    
    *P5
    
    
    
    
    
    
    $MPVE8BUDI
    &WFOU
     "[VSF
    
    
    
    
    
    
    )551
    
    
    
    
    
    
    5JNFS
    
    
    
    
    
    
    2VFVF
    4UPSBHF
    
    
    
    
    
    
    4FSWJDF
    #VT
    
    
    
    
    
    
    &WFOU
    )VCT
    
    
    
    
    
    
    #MPC
    4UPSBHF
    
    
    
    
    
    
    0UIFS
    #JOEJOHT
    
    0QFO8IJTL
    
    
    
    
    
    
    "1*
    (BUFXBZ
    
    
    
    
    
    
    5SJHHFST
    
    
    
    
    
    
    4DIFEVMF
41. ϩʔΧϧͰͷ։ൃ TMT
    JOWPLF
    MPDBM
    ŠGVODUJPO
    ϑΝϯΫγϣϯ໊ ϩʔΧϧ؀ڥͰ-BNCEB౳ͷϑΝϯΫγϣϯΛ
    ٖࣅతʹ࣮ߦͯ͘͠ΕΔίϚϯυ
42. ϩʔΧϧ࣮ߦͷରԠঢ়گ  "84
    
    
    
    
    
    
    BXTOPEFKT
    
    
    
    
    
    
    BXTQZUIPO
    
    0QFO8IJTL
    
    
    
    
    
    
    PQFOXIJTLOPEFKT
43. ϩʔΧϧ։ൃΛαϙʔτ͢ΔϓϥάΠϯ΍πʔϧ 4FSWFSMFTT
    TJNVMBUJPO
    QMVHJO "1*
    (BUFXBZͱ-BNCEBΛ ϩʔΧϧͰγϡϛϨʔτ IUUQTHJUIVCDPN HFSUKWSTFSWFSMFTT QMVHJOTJNVMBUF 4FSWFSMFTT
    %ZOBNPEC
    -PDBM
    %ZOBNP%#ΛϩʔΧϧͰγ ϡϛϨʔτ IUUQTHJUIVCDPN YUTFSWFSMFTT EZOBNPECMPDBM 4FSWFSMFTT
    0⒐JOF "1*
    (BUFXBZΛϩʔΧϧͰ γϡϛϨʔτ IUUQTHJUIVCDPN EIFSBVMUTFSWFSMFTT P⒐JOF ,JOFTBMJUF ,JOFTJTΛϩʔΧͰγϡϛϨ ʔτ IUUQTHJUIVCDPN NIBSULJOFTBMJUF
44. Ϋϥ΢υ؀ڥ΁ͷσϓϩΠ TMT
    EFQMPZ
    ŠTUBHF
    εςʔδ໊
    WFSCPTF TFSWFSMFTTZNMͰఆٛͨ͠ΞʔΩςΫνϟ
    ٴͼϑΝϯΫγϣϯͷιʔεΛσϓϩΠ͢Δ
45. εςʔδͷ࢓૊Έ EFWεςʔδ ϩʔΧϧ Q SPEVDUJPOεςʔ δ  ςετ؀ڥͱຊ൪؀ڥͱ͍ͬͨ࢖͍෼͚͕࣮ݱͰ͖Δ
    
    
    
    ֤εςʔδ͸ޓ͍ʹӨڹΛٴ΅͠߹Θͳ͍
    
    
    ඞཁͳ͚ͩεςʔδ͸࡞੒Մೳ
46. σϓϩΠͷॲཧͷྲྀΕ TMT
    EFQMPZίϚϯυͷൃߦ 4FSWFSMFTT͕TFSWFSMFTTZNM Λύʔε σϓϩΠύοέʔδ ΛTFSWFSMFTT഑Լʹग़ྗ ֤ϓϩόΠμʔͷํࣜʹैͬͯ
    σϓϩΠ
    "84ͳΒ$MPVE'PSNBUJPO
47. σϓϩΠࣦഊ࣌ͷσόοά TMT
    EFQMPZ
    QBDLBHF TFSWFSMFTT഑ԼʹσϓϩΠύοέʔδͷΈग़ྗ
    ͜ΕΛݩʹௐࠪՄೳ
48. σϓϩΠޙͷ࣮ߦ TMT
    JOWPLF
    ŠGVODUJPO
    ϑΝϯΫγϣϯ໊
    ŠMPHT
    Ϋϥ΢υʹσϓϩΠࡁΈͷϑΝϯΫγϣϯͷ࣮ߦ
49. ϩάͷ֬ೝ TMT
    MPHT
    ŠGVODUJPO
    ϑΝϯΫγϣϯ໊ ϑΝϯΫγϣϯͷ࣮ߦϩάͷ֬ೝ
50. σϓϩΠޙमਖ਼ TMT
    EFQMPZ
    GVODUJPO
    ŠGVODUJPO
    ϑΝϯΫγϣϯ໊ ϑΝϯΫγϣϯ୯ମͷσϓϩΠ͕Մೳ
51. σϓϩΠޙͷϩʔϧόοΫ TMT
    EFQMPZ
    MJTU
    TMT
    
    SPMMCBDL
    UJNFTUBNQ
    UJNFTUBNQ TMT
    EFQMPZΛલճ࣮ࢪͨ͠ঢ়ଶ·ͰϩʔϧόοΫ ͯ͘͠ΕΔ
52. $*$%ύΠϓϥΠϯࣗಈԽ
53. ͳͥɺ$*$%  σϓϩΠͷଐਓԽɺϛεΛແ͘͢
     13ۦಈͷ։ൃʹ͓͚Δ඼࣭ͷ୲อ
    
    
    ςετͷࣗಈԽʹΑΔޮ཰Խ
    
54. $*$%ύΠϓϥΠϯߏ੒
55. ܧଓతΠϯςάϨʔγϣϯ $*
56. $*ύΠϓϥΠϯߏ੒  -JOUʹΑΔιʔείʔυͷ੩తղੳ
     Ϣχοτςετ
    
    
    ΠϯςάϨʔγϣϯςετ
57. -JOUʹΑΔιʔείʔυͷ੩తղੳ  ίʔυ࣮ߦલʹγϯλοΫεΤϥʔΛݕ஌Ͱ͖Δ
     ίʔυͷελΠϧ͕౷Ұ͞ΕΔͨΊɺ
 ෳ਺ਓͰͷϝϯςφϯεੑ͕޲্͢Δ
58. Ϣχοτςετ  ϓϩάϥϜΛߏ੒͢Δݸʑͷػೳ͕ਖ਼͘͠ಈ͘͜ͱΛݕূ͢Δςετ
     ςετίʔυΛಡΉͱͦͷιϑτ΢ΣΞ͕Ͳ͏ಈ͘΂͖͔
 ͦͷ࢓༷͕Θ͔Δ
     ͩΕ͕ϓϧϦΫΤετΛૹͬͯ΋ಉ͡ج४Ͱࣗಈςετ͕ߦ͑Δ
    ɹ඼࣭͕୲อ͞ΕΔ
59. -BNCEBͰߦ͏Ϣχοτςετ ᵓᴷ
    IBOEMFSKT
    ᵋᴷ
    MJC
    
    
    
    
    
    
    
    ᵓᴷ
    IFMMPDMBTTKT
    
    
    
    
    
    
    
    ᵋᴷ
    IFMMPDMBTTUFTUKT -BNCEBͰ࣮ߦ͞ΕΔ
    ϝΠϯͷϑΝΠϧ ϏδωεϩδοΫ Ϣχοτςετͷίʔυ
60. const Hello = require(‘./lib/hello.class.js'); const hello = new Hello(); module.exports.hello = (event, context, callback) => { const response = { statusCode: 200, body: JSON.stringify({ message: hello.say(), input: event, }), }; callback(null, response); }; -BNCEBͰߦ͏Ϣχοτςετ ςετ͕΍Γ΍͍͢Α͏ʹ-BNCEBΛ࣮ߦ ͢ΔϝΠϯͷϑΝΠϧ͔ΒΫϥεͰ੾Γग़ ͯ͋͛͠Δ IBOEMFSKT
61. -BNCEBͰߦ͏Ϣχοτςετ class Hello { say() { return 'Your function executed successfully!'; } } module.exports = Hello; IFMMPDMBTTKT
62. -BNCEBͰߦ͏Ϣχοτςετ const expect = require('chai').expect; const Hello = require('./hello.class.js'); describe('Hello', () => { let hello; beforeEach(() => { hello = new Hello(); }); describe('say', () => { it('should return the value', () => expect(hello.say()) .to.be.equal('Your function executed successfully!')); }); }); ΫϥεͰ੾Γग़ͨ͠ϏδωεϩδοΫ ʹରͯ͠ςετίʔυΛఆٛ IFMMPDMBTTUFTUKT
63. Ϣχοτςετʹ͓͚ΔBXTTELͷѻ͍ beforeEach(() => { awsStub = sinon.stub(aws.provider, 'request') .returns(BbPromise.resolve({})); });  ςετ಺ͰΫϥ΢υ؀ڥʹ͸ΞΫηε͠ͳ͍
     ελϒԽɻBXTTEL͸ϢχοτςετͷൣғͰ͸ͳ͍ IUUQTHJTUHJUIVCDPNIPSJLFBCECGFDGDBCFG
64. ΠϯςάϨʔγϣϯςετ  TFSWFSMFTTZNMͰఆٛͨ͠ߏ੒ٴͼϑΝϯΫγϣϯΛ
 ࣮ࡍͷΫϥ΢υ؀ڥ΁σϓϩΠͯࣗ͠ಈͰ݁߹ςετΛߦ͏
65. "1*
    (BUFXBZΠϕϯτͷςετͷϑϩʔ "1*
    (BUFXBZΠϕϯ τͷσϓϩΠ BXTTELͷ EFTDSJCF4UBDLTʹΑΓ"1* ΤϯυϙΠϯτΛऔಘ "1*ͷฦΓ஋ ΛνΣοΫ "1*ʹ
    IUUQϦΫΤετ IUUQTHJUIVCDPNIPSJLFTFSWFSMFTTBQJJOUFHSBUJPOUFTUTBNQMFCMPCNBTUFSJOUFHSBUJPOUFTUUFTUKT--
66. 4Πϕϯτͷςετͷϑϩʔ 4Πϕϯτͷ
    σϓϩΠ σϓϩΠࡁΈͷόέοτ ΁ͷΦϒδΣΫτૢ࡞ $MPVE8BUDI-PHT ͰΠϕϯτ͕ൃՐ͔ͨ͠ νΣοΫ IUUQTHJUIVCDPNIPSJLFTFSWFSMFTTBQJJOUFHSBUJPOUFTUTBNQMFCMPCNBTUFSJOUFHSBUJPOUFTUUFTUKT--
67. ܧଓతσϦόϦʔ $%
68. $%ύΠϓϥΠϯߏ੒  EFWFMPQNFOUϒϥϯνQVTI࣌ͷςετͷ࣮ߦ
 ੒ޭ࣌ʹςετεςʔδʹσϓϩΠ
     NBTUFSϒϥϯνΛ࠷৽ιʔεͷू໿৔ॴͱͯ͠ɺ
 QVTI࣌ʹςετͷΈ࣮ߦ
    
    UBHΛ੾ͬͯQVTI͢ΔͱϦϦʔε
    
    
    
    ςετ࣮ߦͯ͠੒ޭ͢Ε͹ຊ൪εςʔδʹσϓϩΠ
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70. $%ύΠϓϥΠϯߏ੒ CSBODINBTUFS CSBODIEFWFMPQNFOU UBHYYY -JOU -JOU -JOU Ϣχοτς ετ Ϣχοτς ετ Ϣχοτς ετ ΠϯςάϨʔ γϣϯςετ ΠϯςάϨʔ γϣϯςετ
71. language: node_js node_js: - '4.3' env: global: - AWS_REGION=us-east-1 - SLS_DEBUG=true - secure: lSxO7tZ0….BEVm - secure: LIh0lkl….7fM= before_install: - chmod +x ./bin/deploy.sh - npm i -g serverless install: - travis_retry npm install script: - npm run lint - npm run test - if [[ $TRAVIS_BRANCH == "master" ]] || [[ $TRAVIS_TAG ]]; then npm run integration-test; fi after_success: - ./bin/deploy.sh USBWJTZNMͷઃఆ "84ͷDSFEFOUJBMΛ҉߸Խͯ͠ઃఆ
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 ΠϯςάϨʔγϣϯςετ͕૸Δ ੒ޭ͢Ε͹σϓϩΠεΫϦϓτ͕૸Δ
72. EFQMPZTI QVTIઌʹԠͯ͡TUBHFΛઃఆ σϓϩΠޠ͸ෆཁͳOQNύοέʔδͷ૟আ σϓϩΠ #!/bin/bash set -e if [[ $TRAVIS_TAG ]]; then STAGE="production" elif [[ $TRAVIS_BRANCH == 'dev' ]]; then STAGE="development" fi echo "Deploying from branch $BRANCH to stage $STAGE" npm prune --production #remove devDependencies sls deploy --stage $STAGE --region $AWS_REGION
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