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seapy
April 29, 2014
Programming
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Elasticsearch + fluentd for Log analysis
Elasticsearch, fluentd(not logstash), kibana for Log analysis
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seapy
April 29, 2014
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Transcript
&MBTUJDTFBSDI GMVFOUE GPS-PH"OBMZTJT ହള !TFBQZ 303-BC 5VF
FMBTUJDTFBSDI য়ࣗझѨ࢝ ࠙ࢳূ ਬোೣ ࠙ पदр
rѨ࢝ূਵ۽بॳ݅۽Ӓ࠙ࢳਵ۽بઁѺs ! &-,झఖ FMBTUJDTFBSDI MPHTUBTI LJCBOBઑਵ۽ ۽ӒܳऔѱೞҊपदр࠙ࢳೞחҳࢿ
↟ FMBTUJDTFBSDIKBWB MVDFOFӝ߈ ↟ MPHTUBTIKBWB ↟ LJCBOB"OHVMBS+4 FMBTUJDTFBSDI৬3&45ాन WBSMPHIUUQEBDDFTT@MPH
۽Ӓ߂द ۽Ӓ 3&45"1*
rFMBTUJDTFBSDIחযࣻহ݅ MPHTUBTIחSVCZӝ߈GMVFOUE۽߸҃оמs
SVCZӝ߈ নೠ۞ӒੋਸHFNਵ۽ࢸоמ ! GMVFOUEܳHFNਵ۽ࢸೡࣻ݅ZVN BQUHFUਵ۽ࢸӂ
↟ FMBTUJDTFBSDIKBWB MVDFOFӝ߈ ↟ GMVFOUESVCZ ↟ LJCBOB"OHVMBS+4 FMBTUJDTFBSDI৬3&45ాन WBSMPHIUUQEBDDFTT@MPH
3&45"1*
GMVFOUEࢸ ↟ࢸदഛੋࢎ೦ ↟IUUQEPDTGMVFOUEPSHBSUJDMFTCFGPSFJOTUBMM ↟tVMJNJUOuਸழݔ٘ীࢲप೯ೠѾҗоੋ҃чਸטܾਃоणפ ↟OUQࢸਵ۽दрਸزӝച ! ↟ߓನಁఃܳਊೠࢸ ↟IUUQEPDTGMVFOUEPSHBSUJDMFTJOTUBMMCZEFC ↟HFNࢸחCTPOઓࢿਵ۽पಁೞח҃بҊप೯झ݀ܳࢿ೧ঠ೧ࢲߓನ౸ࢸ ↟ࢸ
↟XHFUIUUQQBDLBHFTUSFBTVSFEBUBDPNEFCJBO31.(1(,&:UEBHFOU ↟TVEPBQULFZBEE31.(1(,&:UEBHFOU ↟DVSM-IUUQUPPMCFMUUSFBTVSFEBUBDPNTIJOTUBMMVCVOUVQSFDJTFTI]TI ↟प೯झ݀ ↟FUDJOJUEUEBHFOU\TUBSU]TUPQ]TUBUVTj^ ! ↟प೯ഛੋ ↟DVSM91045EKTPO \KTPONFTTBHF^IUUQMPDBMIPTUEFCVHUFTU ↟WBSMPHUEBHFOUUEBHFOUMPHੌղਊഛੋ ↟ EFCVHUFTU\KTPONFTTBHF^
↟GMVFOUEࢸ ! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOFYUSBDU@RVFSZ@QBSBNT ↟ VSMQBUIীࢲۄఠܳ୶റ߹ѐ߸ࣻ۽ܻ࠙ ! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOUZQFDBTU ↟۽ӒयѾҗחޙৌੋؘੌࠗܳܲఋੑਵ۽߸ജ
! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOIPTUOBNF ↟ࢲߡ߹ഐझܴ߸ࣻܳ୶о ! ↟ GMVFOUE FMBTUJDTFBSDI ↟ TVEPBQUHFUJOTUBMMMJCDVSMPQFOTTMEFW ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOFMBTUJDTFBSDI ↟ࣻѾҗܳFMBTUJDTFBSDI۽࣠
GMVFOUEࢸtFUDUEBHFOUUEBHFOUDPOGu IUUQTHJTUHJUIVCDPNTFBQZ NBUDIFYUSBDUFEBQBDIFBDDFTT UZQFUZQFDBTU JUFN@UZQFT TJ[FJOUFHFS DPEFJOUFHFS SFTQPOTF@UJNF@NJDSP@TFDJOUFHFS J EJOUFHFS
QSFGJYUZQFE NBUDI ! NBUDIUZQFEFYUSBDUFEBQBDIFBDDFTT UZQFIPTUOBNF LFZ@OBNFTFSWFS@IPTU BEE@QSFGJYIPTUOBNF NBUDI ! NBUDIIPTUOBNFUZQFEFYUSBDUFEBQBDIFBDDFTT UZQFFMBTUJDTFBSDI IPTUTFDYYYDPNQVUFBNB[POBXTDPN UZQF@OBNFBDDFTTMPH MPHTUBTI@GPSNBUUSVF MPHTUBTI@QSFGJYMPHTUBTI VUD@JOEFYGBMTF ! CVGGFS CVGGFS@UZQFGJMF CVGGFS@QBUIWBSMPHUEBHFOUCVGGFSBQBDIFBDDFTT FMBTUJDTFBSDI CVGGFS CVGGFS@DIVOL@MJNJUN CVGGFS@RVFVF@MJNJU GMVTI@JOUFSWBM SFUSZ@MJNJU NBUDI *OQVU TPVSDF UZQFUBJM GPSNBU? IPTU <?> <?> VTFS <?> =< UJNFTUBNQ <?=>> => NFUIPE =4 QBUI <?> =4 DPEF <?> TJ[F <?> SFGFSFS <?=> BHFOU <?=> SFTQPOTF@UJNF@NJDSP@TFD <?> QBUIIPNFVCVOUVMPH@NBLFSUNQMPHBDDFTT QPT@GJMFWBSMPHUEBHFOUBQBDIFBDDFTTQPT UBHBQBDIFBDDFTT TPVSDF ! 065165 NBUDIBQBDIFBDDFTT UZQFFYUSBDU@RVFSZ@QBSBNT LFZQBUI BEE@UBH@QSFGJYFYUSBDUFE POMZVJE N NBUDI
GMVFOUEप೯߂زഛੋ ↟ UBJMGWBSMPHUEBHFOUUEBHFOUMPH ↟ ۽Ӓী߹ܲয়ܨоহݶ࢚ز ↟ ࢸੌੜޅغѢա۞Ӓੋࢸউػ҃۽Ӓ ীࢲഛੋоמ
FMBTUJDTFBSDIࢸ
↟ ߓನ౸ਸాೠࢸ୶ୌ ↟ KBWBࢸ ↟ FMBTUJDTFBSDIоKBWB۽غযয߹بࢸਃ ↟ ۄࣃझޙઁ۽ӝࠄಁఃݾ۾ীחPQFOKELоযࢲҗэ PSBDMFKBWBࢸ ↟
ࢸࣽࢲ ↟ TVEPBEEBQUSFQPTJUPSZQQBXFCVQEUFBNKBWB ↟ TVEPBQUHFUVQEBUF ↟ TVEPBQUHFUJOTUBMMPSBDMFKBWBJOTUBMMFS ↟ KBWBWFSTJPO
↟ FMBTUJDTFBSDIࢸ ↟ ಁఃݾ۾୶о ↟ XHFUIUUQQBDLBHFTFMBTUJDTFBSDIPSH(1(,&:FMBTUJDTFBSDI ↟ TVEPBQULFZBEE(1(,&:FMBTUJDTFBSDI ↟ tFUDBQUTPVSDFTMJTUuੌীղਊ୶о
↟ EFCIUUQQBDLBHFTFMBTUJDTFBSDIPSHFMBTUJDTFBSDIEFCJBOTUBCMFNBJO ↟ ࢸ ↟ TVEPBQUHFUJOTUBMMFMBTUJDTFBSDI ↟ ࢲߡददزਵ۽दࢸ ↟ TVEPVQEBUFSDEFMBTUJDTFBSDIEFGBVMUT ↟ प೯झ݀ ↟ FUDJOJUEFMBTUJDTFBSDI\TUBSU]TUPQ]TUBUVT^
↟ ӝࠄࢸ FUDFMBTUJDTFBSDIFMBTUJDTFBSDIZNM ↟ DMVTUFSOBNFSPSMBC ↟ э۞झఠܴਸоFMTо֎ਕউীח҃۞झఠ۽োѾؽӝࠄч FMBTUJDTFBSDI ↟
OPEFOBNFtFMTGJSTUu ↟ OPEFܴਸഐझ١ਵ۽ࢸೞݶࢲߡীࢲঈೞӝऔࢸೞঋ҃݃࠶நܼఠ ܴےؒ ↟ JOEFYOVNCFS@PG@TIBSET ↟ TIBSEіࣻחੋؙझࢤࢿറীח߸҃উؽ ↟ JOEFYOVNCFS@PG@SFQMJDBT ↟ ࠂઁࠄіࣻ ↟ ؘఠਤ١ֿܻझജ҃߸ࣻܳాೠࢸ FUDEFGBVMUFMBTUJDTFBSDI ↟ t%"5"@%*3uؘఠਤ
FMTਬਊೠ۞Ӓੋ ↟ ୭ࣗೠ۞ӒੋࢸೞחѪࢲߡ࢚కഛੋীਬਊ ! ↟ IFBE ↟ ࢸ ↟ VTSTIBSFFMBTUJDTFBSDICJOQMVHJOJOTUBMMNPC[FMBTUJDTFBSDIIFBE
↟ ۞झఠҳࢿࠁ߂֢࢚٘࠙కഛੋ ! ↟ )2 ↟ ࢸ ↟ TVEPVTSTIBSFFMBTUJDTFBSDICJOQMVHJOJOTUBMMSPZSVTTPFMBTUJDTFBSDI)2 ↟ ੋؙझ࢚కഛੋ߂۞झఠࢲߡ߹ܻࣗझ࢚కഛੋ ! ↟ NBSWFM ↟ FMBTUJDTFBSDIীࢲٜ݅ਵաѐߊਊীೠ೧ޖܐ
۞झఠ݃ߨ ↟ ই֢۱ਵ۽۞झఠҳࢿغҊ࠙ߓоੜؽ ↟ э֎ਕীח҃۞झఠܴ݅эݶزਵ۽۞झఠҳࢿ ↟ э֎ਕоইפۄݶࢸਸా೧ࢲߡݾ۾ࢿ ↟ FUDFMBTUJDTFBSDIFMBTUJDTFBSDIZNM ↟
EJTDPWFSZ[FOQJOHNVMUJDBTUFOBCMFEGBMTF ↟ EJTDPWFSZ[FOQJOHVOJDBTUIPTUT<tYYYYYYYYY tYYYYYYYYY> ↟ ೠࢲߡী݅غਵݶաݠীزҕਬ ↟ QPSUߣഐחOPEFՙܻాनೞחನIUUQನоইשӝࠄч ↟ "84э҃۞ӒੋযࢲӒѪਸࢎਊೞݶ೧҅ࢲߡٜزਵ۽ҳࢿ
LJCBOBࢸ
↟ ۞Ӓੋইפ݅۽Ӓഛੋীਬਊ ↟ "OHVMBS+4۽ં۽୷೧ઁറਢࢲߡীࢲ٣۩షܻ݅ࢸ ↟ ࢸ ↟ XHFUIUUQTEPXOMPBEFMBTUJDTFBSDIPSHLJCBOBLJCBOBLJCBOBUBSH[ ↟ UBSY[WGLJCBOBUBSH[
↟ MOTLJCBOBLJCBOB ↟ ࢸଵҊޙࢲIUUQXXXFMBTUJDTFBSDIPSHPWFSWJFXLJCBOBJOTUBMMBUJPO ↟ OHJOYࢸ ! TFSWFS\ MJTUFO TFSWFS@OBNFMPDBMIPTU MPDBUJPO\ SPPUIPNFVCVOUVLJCBOB JOEFYJOEFYIUNM ^ ^
GMJDLS4UFWF(BSOFS IUUQTGMJDLSQDKOX1/ 5IJTXPSLJTMJDFOTFEVOEFSB$SFBUJWF$PNNPOT"UUSJCVUJPO(FOFSJD-JDFOTF RUN
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