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ܦςϨίϯΛࢧ͑Δ
&MBTUJDTFBSDI
ຊܦࡁ৽ฉࣾɹᙛହี
ୈ38ճ Elasticsearchษڧձ #elasticsearchjp
2020/10/29
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w ໊લ
w ᙛହี 5BJTVLF)JOBUB
w !IJOBUBEFT
w ॴଐ
w ຊܦࡁ৽ฉࣾΤϯδχΞ৽ଔ
w ࣄ
w αʔόαΠυɾΠϯϑϥத৺
w 8FC"1*ݕࡧ
w (PMBOH1ZUIPO&MBTUJDTFBSDI
ࣗݾհ
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ܦͷσʔλϕʔεࣄۀ
w ࣾҎ্ͷϝσΟΞاۀ༷ͱίϯςϯπ࿈ܞ
w ৽ฉ શࠃࢴํࢴۀքࢴεϙʔπࢴ
w اۀใ
w ۀքϨϙʔτ
w ਓɾਓࣄใ
w 104 ߪങ
σʔλ
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ࠓ͢͜ͱ
w ܦςϨίϯͱ
w &MBTUJDTFBSDIΛಋೖͨ͠എܠ
w Ͳ͏࡞ͬͨͷ͔
w ΞʔΩςΫνϟ
w Πϯϑϥઃܭ
w ࢹ
w Ͳ͏ͳͬͨͷ͔
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ܦςϨίϯ
w ʂ
αʔϏε։࢝
w ࠃ࠷େڃͷϏδωεσʔλϕʔεαʔϏε
w ౦ূҰ෦্اۀͷׂ͕ಋೖ
w Ҏ্ͷهࣄഔମ
w
ສࣾҎ্ͷࠃ֎اۀใ
w ສਓҎ্ͷΩʔύʔιϯใ
w ͦͷଞଟ ϦϯΫࢀর
w ίϯςϯπΛશจݕࡧͰϫϯετοϓऩू
IUUQTUFMFDPNOJLLFJDPKQHVJEF
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ࠓ݄͔Β&MBTUJDTFBSDI
w ܦςϨίϯݕࡧΤϯδϯͷྺ࢙
هࣄ
1999 2000 2001 2002 2003 2004 2005 2006 2007 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022
2008
Pana Search
Pana Search
اۀ
ਓࣄ
+
શจݕࡧαʔϏε։࢝
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݄શίϯςϯπΛ&MBTUJDTFBSDIʹҠߦ
ࠓ݄͔Β&MBTUJDTFBSDI
w ܦςϨίϯݕࡧΤϯδϯͷྺ࢙
هࣄ
1999 2000 2001 2002 2003 2004 2005 2006 2007 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022
2008
Pana Search
Pana Search
اۀ
ਓࣄ
+
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&MBTUJDTFBSDIΛಋೖͨ͠എܠ
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ᶃɾΦϯϓϨ
w ݕࡧΤϯδϯΛҎ্ͷཧαʔόͰӡ༻
w ػثߋ৽ͷͨͼʹҎ্͔͔Γίετେ
w Ϋϥυ্Ͱӡ༻ՄೳͳݕࡧΤϯδϯ͕ඞཁʹ
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ᶄίϯςϯπϓϥοτϑΥʔϜߏ
w ΫϥυҠߦ͠ɺ͞ΒʹͦΕΛશαʔϏεڞ௨ͷ౷߹ݕࡧج൫ʹ
w ΑΓεέʔϥϏϦςΟͷ͋ΔݕࡧΤϯδϯ͕ඞཁʹ
2016 2020
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ͳͥ&MBTUJDTFBSDIͳͷ͔
w ᶃΫϥυԽ
w %PDLFS*NBHFͷ
w Ϋϥυ1MVHJO͕๛ ˞ޙड़
w ᶄϓϥοτϑΥʔϜԽ
w ࢄܕεέʔϥϏϦςΟ
w ϊʔυՃ͕؆୯
w σʔλࢄͱϨϓϦΧࣗಈஔ
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Ͳ͏࡞ͬͨͷ͔
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ΞʔΩςΫνϟ֎؍
ɾ
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ɾ
ݕࡧ༻υϝΠϯ
"1*(BUFXBZ
API
$%/
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ΞʔΩςΫνϟ֎؍
ɾ
ɾ
ɾ
"1*(BUFXBZ
API
ೝূ
ྲྀྔ੍ݶ
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ΞʔΩςΫνϟ֎؍
ɾ
ɾ
ɾ
"1*(BUFXBZ
API
ΫΤϦόϦσʔγϣϯ
ΫΤϦͷࣙॻల։
&4ΫΤϦͷॻ͖͑
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ΞʔΩςΫνϟ֎؍
ɾ
ɾ
ɾ
"1*(BUFXBZ
API
&MBTUJDTFBSDI༻υϝΠϯ
ϦΫΤετઌͷΫϥελΛεϫοϓ
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&4ΫϥελͷΠϯϑϥઃܭ֓ཁ
w &MBTUJDTFBSDIPO%PDLFS
w "NB[PO&$4PO&$
w ϩʔϦϯάΞοϓσʔτ
w ΦʔτεέʔϦϯά
w 4IBSE"MMPDBUJPO"XBSFOFTT
D D D
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&MBTUJDTFBSDIPO%PDLFS
D D D
D
D
D
AZ-a AZ-c AZ-d
.BTUFS %BUB $PPSEJOBUJOH
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Kibana
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w Մൖੑɾڥ࠶ݱੑͷ্
w *NBHF%PDLFSϨδετϦͰอଘ
w όʔδϣϯཧ
Dockerfile CI
Amazon ECR
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"NB[PO&$4PO&$
w "NB[PO&$4
w ίϯςφΦʔέετϨʔγϣϯ
w "NB[PO&$
w αʔόʔ
w "NB[PO&$"VUP4DBMJOH
w ϧʔϧϕʔεͰεέʔϦϯά
D D D
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AZ-a AZ-c AZ-d
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Kibana
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"NB[PO&$4PO&$
w "NB[PO&$4
w ίϯςφΦʔέετϨʔγϣϯ
w "NB[PO&$
w αʔόʔ
w "NB[PO&$"VUP4DBMJOH
w ϧʔϧϕʔεͰεέʔϦϯά
D D D
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"NB[PO&$4PO&$
w "NB[PO&$4
w ίϯςφΦʔέετϨʔγϣϯ
w "NB[PO&$
w αʔόʔ
w "NB[PO&$"VUP4DBMJOH
w ϧʔϧϕʔεͰεέʔϦϯά
D D D
D
D
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AZ-a AZ-c AZ-d
.BTUFS %BUB $PPSEJOBUJOH
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Kibana
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ᶃϩʔϦϯάΞοϓσʔτ
w &$4͕ίϯςφ܊ΛΑΖ͘͠ཧ
w ίϯςφͷҰׅߋ৽
w ίϯςφͷࣗಈ෮چ
w ϚΠφʔόʔδϣϯΞοϓ
͕Ͱ
w ˞ॠஅ͕ൃੜ͢ΔͨΊຊ൪ڥͰ
D D D
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Kibana
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ᶄΦʔτεέʔϦϯά
w ";োͰγϟοτμϯ࣌ʹࣗಈ෮چ
w ෮چޙɺ&4Ϋϥελͷొ͕ඞཁ
w &$%JTDPWFSZ1MVHJO
w 5BHʹ&4Ϋϥελ໊ͷొ
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εςʔτϑϧΞϓϦ
σʔλӬଓԽͷ؍͔Β
ͪ͜ΒΛબͿͣ
ετϨʔδԿΛ͏͔
w &MBTUJDTFBSDIεςʔτϑϧͰ͋ΓετϨʔδ*0͕ॏཁ
w "NB[PO&$
w
w σʔλӬଓԽՄೳ
w ΠϯελϯεετΞ
w شൃੑ͕ͩߴੑೳ
ετϨʔδI/O
Մ༻ੑ
ΠϯελϯεετΞ
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ετϨʔδԿΛ͏͔
w &MBTUJDTFBSDIεςʔτϑϧͰ͋ΓετϨʔδ*0͕ॏཁ
w "NB[PO&$
w
w σʔλӬଓԽՄೳ
w ΠϯελϯεετΞ
w شൃੑ͕ͩߴੑೳ
ετϨʔδI/O
Մ༻ੑ
ΠϯελϯεετΞ
&4γϟʔυ͔Βσʔλ͕
ࣗಈ෮ݩɻࣗಈ෮چΛલఏ
ͱ͢ΕબՄೳʹ
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4IBSE"MMPDBUJPO"XBSFOFTT
AZ-a AZ-c AZ-d
ϓϥΠϚϦγϟʔυ
ϨϓϦΧγϟʔυ
ϓϥΠϚϦʹର͢Δ
ϨϓϦΧ͕ผͷ";ʹ
ࢄ͞ΕߴՄ༻
w ཧαʔόͷ;POFΛߟྀͨ͠ϓϥΠϚϦɾϨϓϦΧγϟʔυͷࢄஔ
w ྫ";
ϊʔυ
ϓϥΠϚϦγϟʔυ
ϨϓϦΧ
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4IBSE"MMPDBUJPO"XBSFOFTT
w ཧαʔόͷ;POFΛߟྀͨ͠ϓϥΠϚϦɾϨϓϦΧγϟʔυͷࢄஔ
w ྫ";
ϊʔυ
ϓϥΠϚϦγϟʔυ
ϨϓϦΧ
AZ-a AZ-c AZ-d
ϓϥΠϚϦγϟʔυ
ϨϓϦΧγϟʔυ
ಉ";ʹ*OEFY͕͠ɺ
ݕࡧ࣌ʹ";ؒ௨৴͕ෆཁʹ
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ࢹʹ͍ͭͯ
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ઐ༻ϞχλϦϯάΫϥελ
w αʔϏεΫϥελͷෛՙݮ
w (PMEϥΠηϯεҎ্Ͱར༻Մೳ
AZ-a
4JOHMF
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Kibana
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xpack.monitoring.exporters.my_remote.type: http
xpack.monitoring.exporters.my_remote.host: https://XXX:9200
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,JCBOB%BTICPBSEͷ׆༻
w &YQPSUͰ͖ΔͷͰҰ࡞ͬͯ͠·͑࠶ར༻Մೳ
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,JCBOB%BTICPBSEͷ׆༻
w ,JCBOBϞχλϦϯάʹࡌͬͯͳ͍ϝτϦΫεΛ࡞ˍࢹ
*OEFYผͷ214ࢹ
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ӡ༻அαʔϏε ΞΫϩΫΤετςΫϊϩδʔࣾ
w िճͷΫϥελΠϯσοΫεஅ
w ݄ճͷϨϙʔτใࠂ
w அʹඞཁͳ,JCBOB%BTICPBSEͷ࡞
IUUQTXXXFOEPTOJQFDPNFMBTUJD@DMVTUFS@EJBHOPTJT
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Ͳ͏ͳͬͨͷ͔
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ᶃόʔδϣϯΞοϓ͕Մೳʹ
w ΦϯϓϨ࣌όʔδϣϯΞοϓͷϋʔυϧ͕ߴ͘ɺಉόʔδϣϯΛػثߋ৽·Ͱอक
w όʔδϣϯΞοϓ͕Ͱ࣮ߦՄೳʹ
ߋ৽ස͕ߴ͍͕
͔ͬ͠Γਵͯ͠
͍͖͍ͨ
IUUQTXXXFMBTUJDDPKQTVQQPSUFPM
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ᶄ෮چ࣌ؒͷॖ
w ΦϯϓϨ࣌োϊʔυͷΓ͠ɺ෮ؼ·Ͱ͕ͯ͢ख࡞ۀ
w &MBTUJDTFBSDIͷϨϓϦέʔγϣϯ1MVHJOʹΑΓશࣗಈ෮چՄೳʹ
w ઌि
ͷ"84ো࣌ແࣄࣗಈ෮چ☺
αʔόγϟʔυ࠶࡞Ͱݩͷঢ়ଶʹ
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ᶅϥϯχϯάίετݮ
w ཧαʔό͔ΒΫϥυαʔόʹ
ݕࡧΤϯδϯ
ؒϥϯχϯάίετ
22.5%ݮ
ݕࡧΤϯδϯͷ
ੑೳΞοϓͷ
د༩͕େ͖͍ͱߟ
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·ͱΊ
w ܦςϨίϯ&MBTUJDTFBSDIʹେ͍ʹࢧ͑ΒΕ͍ͯΔ
w ͋Γ͕ͱ͏ɺ&MBTUJDTFBSDI
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͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ