Elasticsearch + fluentd for Log analysis

&MBTUJDTFBSDI GMVFOUE GPS-PH"OBMZTJT ੿ହള !TFBQZ 303-BC 5VF

FMBTUJDTFBSDI য়೑ࣗझѨ࢝ ࠙ࢳূ૓ ਬোೣ ࠙࢑ पदр

rѨ࢝ূ૓ਵ۽بॳ੉૑݅۽Ӓ࠙ࢳਵ۽بઁѺs ! &-,झఖ FMBTUJDTFBSDI MPHTUBTI LJCBOBઑ೤ਵ۽ ۽Ӓܳऔѱ੷੢ೞҊपदр࠙ࢳೞחҳࢿ

↟ FMBTUJDTFBSDIKBWB MVDFOFӝ߈ ↟ MPHTUBTIKBWB ↟ LJCBOB"OHVMBS+4 FMBTUJDTFBSDI৬3&45ాन WBSMPHIUUQEBDDFTT@MPH
۽Ӓ૘઺߂੐द੷੢ ۽Ӓ੷੢ 3&45"1*

rFMBTUJDTFBSDIחয૸ࣻহ૑݅ MPHTUBTIחSVCZӝ߈੄GMVFOUE۽߸҃оמs

SVCZӝ߈ ׮নೠ೒۞ӒੋਸHFNਵ۽ࢸ஖оמ ! GMVFOUE੗୓ܳHFNਵ۽ࢸ஖ೡࣻ੓૑݅ZVN BQUHFUਵ۽ࢸ஖ӂ੢

↟ FMBTUJDTFBSDIKBWB MVDFOFӝ߈ ↟ GMVFOUESVCZ ↟ LJCBOB"OHVMBS+4 FMBTUJDTFBSDI৬3&45ాन WBSMPHIUUQEBDDFTT@MPH
3&45"1*

GMVFOUEࢸ஖ ↟ࢸ஖द੘੹ഛੋࢎ೦ ↟IUUQEPDTGMVFOUEPSHBSUJDMFTCFGPSFJOTUBMM ↟tVMJNJUOuਸழݔ٘ীࢲप೯ೠѾҗоੋ҃਋੉чਸטܾ೙ਃо੓णפ׮ ↟OUQࢸ੿ਵ۽दрਸزӝച ! ↟ߓನಁః૑ܳ੉ਊೠࢸ஖ ↟IUUQEPDTGMVFOUEPSHBSUJDMFTJOTUBMMCZEFC ↟HFNࢸ஖חCTPO੄ઓࢿਵ۽पಁೞח҃਋ب੓Ҋ૒੽प೯झ௼݀౟ܳ੘ࢿ೧ঠ೧ࢲߓನ౸ࢸ஖ ↟ࢸ஖
↟XHFUIUUQQBDLBHFTUSFBTVSFEBUBDPNEFCJBO31.(1(,&:UEBHFOU ↟TVEPBQULFZBEE31.(1(,&:UEBHFOU ↟DVSM-IUUQUPPMCFMUUSFBTVSFEBUBDPNTIJOTUBMMVCVOUVQSFDJTFTI]TI ↟प೯झ௼݀౟ ↟FUDJOJUEUEBHFOU\TUBSU]TUPQ]TUBUVTj^ ! ↟प೯ഛੋ ↟DVSM91045EKTPO\KTPONFTTBHF^IUUQMPDBMIPTUEFCVHUFTU ↟WBSMPHUEBHFOUUEBHFOUMPH౵ੌ੄׮਺ղਊഛੋ ↟ EFCVHUFTU\KTPONFTTBHF^

↟GMVFOUEࢸ੿ ! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOFYUSBDU@RVFSZ@QBSBNT ↟ VSMQBUIীࢲ౵ۄ޷ఠܳ୶୹റ߹ѐ੄߸ࣻ۽ܻ࠙ ! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOUZQFDBTU ↟۽Ӓ౵यѾҗחޙ੗ৌੋؘ੉઺ੌࠗܳ׮ܲఋੑਵ۽߸ജ
! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOIPTUOBNF ↟ࢲߡ߹ഐझ౟੉ܴ߸ࣻܳ୶о ! ↟ GMVFOUEFMBTUJDTFBSDI ↟ TVEPBQUHFUJOTUBMMMJCDVSMPQFOTTMEFW ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOFMBTUJDTFBSDI ↟ࣻ૘ѾҗܳFMBTUJDTFBSDI۽੹࣠

GMVFOUEࢸ੿tFUDUEBHFOUUEBHFOUDPOGu 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

GMVFOUEप೯߂ز੘ഛੋ ↟ UBJMGWBSMPHUEBHFOUUEBHFOUMPH ↟ ۽Ӓী߹׮ܲয়ܨоহ׮ݶ੿࢚ز੘ ↟ ࢸ੿౵ੌ੉ੜޅغѢա೒۞Ӓੋ੉ࢸ஖উػ҃਋۽Ӓ ীࢲഛੋоמ

FMBTUJDTFBSDIࢸ஖

↟ ߓನ౸ਸాೠࢸ஖୶ୌ ↟ KBWBࢸ஖ ↟ FMBTUJDTFBSDIоKBWB۽غয੓য߹بࢸ஖೙ਃ ↟ ۄ੉ࣃझޙઁ۽ӝࠄಁః૑ݾ۾ীחPQFOKELо੓যࢲ׮਺җэ੉ PSBDMFKBWBࢸ஖ ↟
ࢸ஖ࣽࢲ ↟ TVEPBEEBQUSFQPTJUPSZQQBXFCVQEUFBNKBWB ↟ TVEPBQUHFUVQEBUF ↟ TVEPBQUHFUJOTUBMMPSBDMFKBWBJOTUBMMFS ↟ KBWBWFSTJPO

↟ FMBTUJDTFBSDIࢸ஖ ↟ ಁః૑ݾ۾୶о ↟ XHFUIUUQQBDLBHFTFMBTUJDTFBSDIPSH(1(,&:FMBTUJDTFBSDI ↟ TVEPBQULFZBEE(1(,&:FMBTUJDTFBSDI ↟ tFUDBQUTPVSDFTMJTUu౵ੌী׮਺ղਊ୶о
↟ EFCIUUQQBDLBHFTFMBTUJDTFBSDIPSHFMBTUJDTFBSDIEFCJBOTUBCMFNBJO ↟ ࢸ஖ ↟ TVEPBQUHFUJOTUBMMFMBTUJDTFBSDI ↟ ࢲߡ੤द੘द੗زਵ۽੤द੘ࢸ੿ ↟ TVEPVQEBUFSDEFMBTUJDTFBSDIEFGBVMUT ↟ प೯झ௼݀౟ ↟ FUDJOJUEFMBTUJDTFBSDI\TUBSU]TUPQ]TUBUVT^

↟ ӝࠄࢸ੿ FUDFMBTUJDTFBSDIFMBTUJDTFBSDIZNM ↟ DMVTUFSOBNFSPSMBC ↟ э਷௿۞झఠ੉ܴਸо૓FMTо֎౟ਕ௼উী੓ח҃਋௿۞झఠ۽োѾؽӝࠄч FMBTUJDTFBSDI ↟
OPEFOBNFtFMTGJSTUu ↟ OPEF੉ܴਸഐझ౟١ਵ۽ࢸ੿ೞݶࢲߡীࢲ౵ঈೞӝऔ׮ࢸ੿ೞ૑ঋ਷҃਋݃࠶நܼఠ੉ ܴ઺ےؒ ↟ JOEFYOVNCFS@PG@TIBSET ↟ TIBSEіࣻחੋؙझࢤࢿ੉റীח߸҃੉উؽ ↟ JOEFYOVNCFS@PG@SFQMJDBT ↟ ࠂઁࠄіࣻ ↟ ؘ੉ఠਤ஖١ֿܻझജ҃߸ࣻܳాೠࢸ੿ FUDEFGBVMUFMBTUJDTFBSDI ↟ t%"5"@%*3uؘ੉ఠ੷੢ਤ஖

FMTਬਊೠ೒۞Ӓੋ ↟ ୭ࣗೠ੄೒۞Ӓੋ਷ࢸ஖ೞחѪ੉ࢲߡ࢚కഛੋীਬਊ ! ↟ IFBE ↟ ࢸ஖ ↟ VTSTIBSFFMBTUJDTFBSDICJOQMVHJOJOTUBMMNPC[FMBTUJDTFBSDIIFBE
↟ ௿۞झఠҳࢿ੿ࠁ߂֢٘࠙࢑࢚కഛੋ ! ↟ )2 ↟ ࢸ஖ ↟ TVEPVTSTIBSFFMBTUJDTFBSDICJOQMVHJOJOTUBMMSPZSVTTPFMBTUJDTFBSDI)2 ↟ ੋؙझ࢚కഛੋ߂௿۞झఠࢲߡ߹ܻࣗझ࢚కഛੋ ! ↟ NBSWFM ↟ FMBTUJDTFBSDIীࢲ૒੽ٜ݅঻ਵաѐߊਊীೠ೧ޖܐ

௿۞झఠ݃ߨ ↟ ই઱੸਷֢۱ਵ۽௿۞झఠҳࢿ੉غҊ࠙ߓоੜؽ ↟ э਷֎౟ਕ௼ী੓ח҃਋௿۞झఠ੉ܴ݅э׮ݶ੗زਵ۽௿۞झఠҳࢿ ↟ э਷֎౟ਕ௼оইפۄݶࢸ੿ਸా೧૒੽ࢲߡݾ۾੘ࢿ ↟ FUDFMBTUJDTFBSDIFMBTUJDTFBSDIZNM ↟
EJTDPWFSZ[FOQJOHNVMUJDBTUFOBCMFEGBMTF ↟ EJTDPWFSZ[FOQJOHVOJDBTUIPTUT<tYYYYYYYYY tYYYYYYYYY> ↟ ೠࢲߡী݅غ੓ਵݶաݠ૑ী੗زҕਬ ↟ QPSUߣഐחOPEFՙܻాनೞחನ౟IUUQನ౟оইשӝࠄч ↟ "84э਷҃਋೒۞Ӓੋ੉੓যࢲӒѪਸࢎਊೞݶ೧׼҅੿੄ࢲߡٜ਷੗زਵ۽ҳࢿ

LJCBOBࢸ஖

↟ ೒۞Ӓੋ਷ইפ૑݅۽Ӓഛੋীਬਊ ↟ "OHVMBS+4೐۽ં౟۽঑୷೧ઁറਢࢲߡীࢲ٣۩షܻ݅ࢸ੿ ↟ ࢸ஖ ↟ XHFUIUUQTEPXOMPBEFMBTUJDTFBSDIPSHLJCBOBLJCBOBLJCBOBUBSH[ ↟ UBSY[WGLJCBOBUBSH[
↟ MOTLJCBOBLJCBOB ↟ ࢸ஖ଵҊޙࢲIUUQXXXFMBTUJDTFBSDIPSHPWFSWJFXLJCBOBJOTUBMMBUJPO ↟ OHJOYࢸ੿ ! TFSWFS\ MJTUFO TFSWFS@OBNFMPDBMIPTU MPDBUJPO\ SPPUIPNFVCVOUVLJCBOB JOEFYJOEFYIUNM ^ ^

GMJDLS4UFWF(BSOFS IUUQTGMJDLSQDKOX1/ 5IJTXPSLJTMJDFOTFEVOEFSB$SFBUJWF$PNNPOT"UUSJCVUJPO(FOFSJD-JDFOTF RUN

Elasticsearch + fluentd for Log analysis

Elasticsearch + fluentd for Log analysis

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&MBTUJDTFBSDI GMVFOUE GPS-PH"OBMZTJT ੿ହള !TFBQZ 303-BC 5VF

FMBTUJDTFBSDI য়೑ࣗझѨ࢝ ࠙ࢳূ૓ ਬোೣ ࠙࢑ पदр

rѨ࢝ূ૓ਵ۽بॳ੉૑݅۽Ӓ࠙ࢳਵ۽بઁѺs ! &-,झఖ FMBTUJDTFBSDI MPHTUBTI LJCBOBઑ೤ਵ۽ ۽Ӓܳऔѱ੷੢ೞҊपदр࠙ࢳೞחҳࢿ

↟ FMBTUJDTFBSDIKBWB MVDFOFӝ߈ ↟ MPHTUBTIKBWB ↟ LJCBOB"OHVMBS+4 FMBTUJDTFBSDI৬3&45ాन WBSMPHIUUQEBDDFTT@MPH

rFMBTUJDTFBSDIחয૸ࣻহ૑݅ MPHTUBTIחSVCZӝ߈੄GMVFOUE۽߸҃оמs

SVCZӝ߈ ׮নೠ೒۞ӒੋਸHFNਵ۽ࢸ஖оמ ! GMVFOUE੗୓ܳHFNਵ۽ࢸ஖ೡࣻ੓૑݅ZVN BQUHFUਵ۽ࢸ஖ӂ੢

↟ FMBTUJDTFBSDIKBWB MVDFOFӝ߈ ↟ GMVFOUESVCZ ↟ LJCBOB"OHVMBS+4 FMBTUJDTFBSDI৬3&45ాन WBSMPHIUUQEBDDFTT@MPH

↟GMVFOUEࢸ੿ ! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOFYUSBDU@RVFSZ@QBSBNT ↟ VSMQBUIীࢲ౵ۄ޷ఠܳ୶୹റ߹ѐ੄߸ࣻ۽ܻ࠙ ! ↟ TVEPVTSMJCGMVFOUSVCZCJOGMVFOUHFNJOTUBMMGMVFOUQMVHJOUZQFDBTU ↟۽Ӓ౵यѾҗחޙ੗ৌੋؘ੉઺ੌࠗܳ׮ܲఋੑਵ۽߸ജ

GMVFOUEࢸ੿tFUDUEBHFOUUEBHFOUDPOGu IUUQTHJTUHJUIVCDPNTFBQZ NBUDIFYUSBDUFEBQBDIFBDDFTT UZQFUZQFDBTU JUFN@UZQFT TJ[FJOUFHFS DPEFJOUFHFS SFTQPOTF@UJNF@NJDSP@TFDJOUFHFS J EJOUFHFS

GMVFOUEप೯߂ز੘ഛੋ ↟ UBJMGWBSMPHUEBHFOUUEBHFOUMPH ↟ ۽Ӓী߹׮ܲয়ܨоহ׮ݶ੿࢚ز੘ ↟ ࢸ੿౵ੌ੉ੜޅغѢա೒۞Ӓੋ੉ࢸ஖উػ҃਋۽Ӓ ীࢲഛੋоמ

FMBTUJDTFBSDIࢸ஖

↟ ߓನ౸ਸాೠࢸ஖୶ୌ ↟ KBWBࢸ஖ ↟ FMBTUJDTFBSDIоKBWB۽غয੓য߹بࢸ஖೙ਃ ↟ ۄ੉ࣃझޙઁ۽ӝࠄಁః૑ݾ۾ীחPQFOKELо੓যࢲ׮਺җэ੉ PSBDMFKBWBࢸ஖ ↟

↟ FMBTUJDTFBSDIࢸ஖ ↟ ಁః૑ݾ۾୶о ↟ XHFUIUUQQBDLBHFTFMBTUJDTFBSDIPSH(1(,&:FMBTUJDTFBSDI ↟ TVEPBQULFZBEE(1(,&:FMBTUJDTFBSDI ↟ tFUDBQUTPVSDFTMJTUu౵ੌী׮਺ղਊ୶о

↟ ӝࠄࢸ੿ FUDFMBTUJDTFBSDIFMBTUJDTFBSDIZNM ↟ DMVTUFSOBNFSPSMBC ↟ э਷௿۞झఠ੉ܴਸо૓FMTо֎౟ਕ௼উী੓ח҃਋௿۞झఠ۽োѾؽӝࠄч FMBTUJDTFBSDI ↟

FMTਬਊೠ೒۞Ӓੋ ↟ ୭ࣗೠ੄೒۞Ӓੋ਷ࢸ஖ೞחѪ੉ࢲߡ࢚కഛੋীਬਊ ! ↟ IFBE ↟ ࢸ஖ ↟ VTSTIBSFFMBTUJDTFBSDICJOQMVHJOJOTUBMMNPC[FMBTUJDTFBSDIIFBE

௿۞झఠ݃ߨ ↟ ই઱੸਷֢۱ਵ۽௿۞झఠҳࢿ੉غҊ࠙ߓоੜؽ ↟ э਷֎౟ਕ௼ী੓ח҃਋௿۞झఠ੉ܴ݅э׮ݶ੗زਵ۽௿۞झఠҳࢿ ↟ э਷֎౟ਕ௼оইפۄݶࢸ੿ਸా೧૒੽ࢲߡݾ۾੘ࢿ ↟ FUDFMBTUJDTFBSDIFMBTUJDTFBSDIZNM ↟

LJCBOBࢸ஖

↟ ೒۞Ӓੋ਷ইפ૑݅۽Ӓഛੋীਬਊ ↟ "OHVMBS+4೐۽ં౟۽঑୷೧ઁറਢࢲߡীࢲ٣۩షܻ݅ࢸ੿ ↟ ࢸ஖ ↟ XHFUIUUQTEPXOMPBEFMBTUJDTFBSDIPSHLJCBOBLJCBOBLJCBOBUBSH[ ↟ UBSY[WGLJCBOBUBSH[

GMJDLS4UFWF(BSOFS IUUQTGMJDLSQDKOX1/ 5IJTXPSLJTMJDFOTFEVOEFSB$SFBUJWF$PNNPOT"UUSJCVUJPO(FOFSJD-JDFOTF RUN