Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
ELKstackとAthenaの素敵な関係
Search
遊
February 10, 2017
Technology
0
970
ELKstackとAthenaの素敵な関係
2017/02/10 JAWS-UG#9で発表した資料になります
遊
February 10, 2017
Tweet
Share
More Decks by 遊
See All by 遊
applibotのDevOpsを支える terraform/packer
gacharu
1
3.5k
ゲームのインフラ6年やっててよく聞かれること
gacharu
1
1.3k
Other Decks in Technology
See All in Technology
Scrum Guide Expansion Pack が示す現代プロダクト開発への補完的視点
sonjin
0
200
戰略轉變:從建構 AI 代理人到發展可擴展的技能生態系統
appleboy
0
170
複雑さを受け入れるか、拒むか? - 事業成長とともに育ったモノリスを前に私が考えたこと #RSGT2026
murabayashi
0
770
Digitization部 紹介資料
sansan33
PRO
1
6.4k
1万人を変え日本を変える!!多層構造型ふりかえりの大規模組織変革 / 20260108 Kazuki Mori
shift_evolve
PRO
4
460
研究開発部メンバーの働き⽅ / Sansan R&D Profile
sansan33
PRO
4
21k
松尾研LLM講座2025 応用編Day3「軽量化」 講義資料
aratako
14
4.8k
ESXi のAIOps だ!2025冬
unnowataru
0
460
Contract One Engineering Unit 紹介資料
sansan33
PRO
0
12k
国井さんにPurview の話を聞く会
sophiakunii
1
200
AWSインフルエンサーへの道 / load of AWS Influencer
whisaiyo
0
240
ハッカソンから社内プロダクトへ AIエージェント ko☆shi 開発で学んだ4つの重要要素
leveragestech
0
510
Featured
See All Featured
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.6k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
47
7.9k
How to Grow Your eCommerce with AI & Automation
katarinadahlin
PRO
0
82
The World Runs on Bad Software
bkeepers
PRO
72
12k
DBのスキルで生き残る技術 - AI時代におけるテーブル設計の勘所
soudai
PRO
61
47k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
254
22k
What Being in a Rock Band Can Teach Us About Real World SEO
427marketing
0
160
Joys of Absence: A Defence of Solitary Play
codingconduct
1
260
Dominate Local Search Results - an insider guide to GBP, reviews, and Local SEO
greggifford
PRO
0
27
Balancing Empowerment & Direction
lara
5
830
Rebuilding a faster, lazier Slack
samanthasiow
85
9.3k
Automating Front-end Workflow
addyosmani
1371
200k
Transcript
& - , T U B D L ͱ "
U I F O B ͷ ૉ ఢ ͳ ؔ JAWS-UGԣ #9 - Operational Excellence 2017/02/10 ଜ ༡
˞ ຊ εϥ Π υ & - ,
T U B D L ͱ " N B [ P O " U I F O B Λ ٕ ज़ త ʹ ࿈ ܞ ͞ ͤ ͨ Ͱ ͋ Γ · ͤ Μ ͢ ͍ · ͤ Μ ʂ ͱ ͍ ͏ ͔ ٕ ज़ త ͳ ͋ Γ · ͤ Μ
& - , T U B D L Ͱ ͷ
ӡ ༻ Ͱ ײ ͡ ͨ ෆ ศ Λ " N B [ P O " U I F O B ͕ औ Γ আ ͍ͯ ͘ Ε ͨ ͷ Ͱ ײ ಈ Λ ڞ ༗ ͠ ͨ ͍ ͱ ͍ ͏
͔ ͍ ͠ Ό ͍ Μ ͤ ͍
ͭ ɿ ͓ ͱ ͜ Ϩ ϕ ϧ ɿ ) 1 . 1 ࣗ ݾ հ ࣾ ձ ਓ ྺ d ɹ % $ Ͱ ࢹ Φϖ Ϩ ʔ λ ʔ d ɹ ι ʔ γ ϟϧ ήʔϜ ܥ ձ ࣾ d / 0 8 ɹ ɹ ג ࣜ ձ ࣾ " 1 1 - * # 05 "8 4 ྺ ͳ · ͑ ɹ ɹ ɿ ଜ ɹ ༡ ͭ ͍ ͬ ͨ ʔ ɿ !HBDIBSJPO
None
None
&-,TUBDL "NB[PO"UIFOB FMBTUJDTFBSDI LJCBOBͰͷϩάࢀর ٹੈओ"UIFOB ӡ༻5JQTతͳ ҰԠ৮Ε͓͖ͯ͘͜ͱ ·ͱΊ
࣍
& - , T U B D L • elastic
search + log stash + kibana = elk stack • L ͷ෦ʢσʔλೖʣfluentdͩͬͨΓ͢Δͱ EFKͱͳΔΒ͍͠ɻ • elasticsearchʹೖΕͯkibanaͰݟͯΔͷͰ εϥΠυͰ૯শͱͯͬͯ͠·͢ɻ
" N B [ P O " U I
F O B • 2016/12/01 ެ։ • US East (Northern Virginia)ͱUS West (Oregon) Ͱར༻Մೳ(2017/02/09 ݱࡏ) • S3্ͷσʔλʹϑΟʔϧυΛఆٛͯ͠ ΫΤϦΛ͛ΔͱɺඵͰ݁Ռ͕ฦͬͯ͘Δɻ
" N B [ P O " U I
F O B • 2016/12/01 ެ։ • US East (Northern Virginia)ͱUS West (Oregon) Ͱར༻Մೳ(2017/02/09 ݱࡏ) • S3্ͷσʔλʹϑΟʔϧυΛఆٛͯ͠ ΫΤϦΛ͛ΔͱɺඵͰ݁Ռ͕ฦͬͯ͘Δɻ ˢϚδͰ ਆ͡Όͳ͍͔͢
FMBTUJDTFBSDI LJCBOB Ͱͷϩάࢀর
Ͷ Β ͍ • ͱΓ͋͑ͣௐࠪʹ͏ϩάelasticsearch • ֤αʔόͷϩάΛfluentdͰूɺೖ • ݸʑͷαʔόͷΈʹ͔͠Βͳ͍ϩάΛͳ͘͢ త͋Γ
• ͨ·ʹlogstash • ΫΤϦʹΑΔΞϥʔτઃఆʢࣗલεΫϦϓτʣ
$ V T U P N - 0 (
& - #
3 % 4
F M B T U J D T F B
S D I ӡ ༻ ϧ ʔ ϧ త ͳ • ೖΕΔσʔλϑΝΠϧͱͯ͠ॻ͖ग़͓ͯ͘͠ʢJSONʣ • dailyͰgzipͯ͠S3backup • ྔͷଟ͍ϩάʢ110GBҎ্ʣஷ·Δϩά3Ͱindexຖআ • ҎલɺظͰݟΕΔΑ͏ʹ͍͕ͯͨ͠ɺkibanaද͕͔ࣔͳΓ͘ͳͬͯ͠·ͬͨ • ͦͦͦΜͳʹաڈͷΛݟͳ͔ͬͨ • ετϨʔδ༰ྔΛऔΒͳ͍͚ͯ͘ͳ͍ͨΊظؒอ࣋ͨ͘͠ͳ͔ͬͨ • εφοϓγϣοτͱͬͨΓͱͬͯͳ͔ͬͨΓ(ũųųƅƁ • ͱ͍ͬͯͨͭҰिؒ΄ͲͰফ͍ͯͨ͠ɻ • ࠓrundeck͞ΜͰຖࣗಈ࣮ߦཧɻS3ʹอଘɻ
• indexআޙͷௐࠪ • ݟ͍ͨϩά΄ΜͷҰ෦ • snapshotͷϦετΞͰ͖ͳ͍߹ •
ेGBͷϩάΛDLͯ͠ղౚͯ͠grepͯ͠ɾɾɾ
• elasticsearchʹೖΕΔͷͦΕͳΓʹ༻ҙ͕ඞཁ • ύʔαʔ୳ͨ͠Γɺॻ͍ͨΓ • template࡞ͬͨΓ(dynamic templateͰେମରԠ)
• ٸͳґཔʹରԠ͖͠Εͳ͍
ٹ ੈ ओ
ࣄ ྫ ͍ ߹ Θ ͤ ௐ ࠪ
ͷ ҝ ɺ ա ڈ ͷ " 1 * ϩ ά ͕ Έ ͨ ͍
ͦ Ε ͳ Β L J C B O B
Ͱ ݟ Ε · ͬ ͤ ʂ
ͦ Ε ͳ Β L J C B O B
Ͱ ݟ Ε · ͬ ͤ ʂ Ұिؒ΄ͲલͳΜͰ͕͢ʜ
T O B Q T I P U ͏
ͳ ͍ Θ ʜ Ұिؒ΄ͲલͳΜͰ͕͢ʜ
4͔Βϩά (# Λ%-ͯ͠ղౚͯ͠HSFQ ͭΒ͍
ٹ ੈ ओ
\ EBUFz UISFBEll MFWFM*/'0 IBOEMFSll 64&3@*%ll
WFSTJPOll 4&44*0/@*%ll OB[P NFTTBHFl63-IUUQ 1BSBNFUFS\dུd^ IPTUOBNFlBQJTEGTGPN ^ ݩϩά +40/ܗࣜ
$3&"5&&95&3/"-5"#-&*'/05&9*454BQJTFSWFSBQJMPH@@ AEBUFAUJNFTUBNQ AUISFBEATUSJOH AMFWFMATUSJOH AIBOEMFSATUSJOH
A64&3@*%ATUSJOH AWFSTJPOATUSJOH A4&44*0/@*%ATUSJOH AOB[PATUSJOH ANFTTBHFATUSJOH AIPTUOBNFATUSJOH 308'03."54&3%&PSHPQFOYEBUBKTPOTFSEF+TPO4FS%F 8*5)4&3%&1301&35*&4 TFSJBMJ[BUJPOGPSNBU -0$"5*0/TMPHCVDLFUBQJTFSWFS %#5BCMF࡞
4&-&$5 '30.BQJMPH@@ 8)&3&VTFS@JE ΫΤϦ࣮ߦ
݁Ռ DTWͰͷ%-Մೳ
Β͘Β͘ڞ༗
ࣄ ྫ 4 ͷ ΞΫ η ε
ϩ ά ͕ ݟ ͨ ͍
%FW 0QT -BNCEBͰը૾ॲཧͯ͠Δ͠ "1*͔Βૢ࡞͍ͯ͠ΔͷͰɺ 4ΞΫηεϩάΈ͍ͨͰ͢ʂ XFCϖʔδೖͬͯΔΘ͚Ͱͳ͍͔ Β0/ʹͯ͠ͳ͔ͬͨΘʜ ઃఆ͠·͢
MPHHJOH0/ 0QT ϩάग़Δ·Ͱʹ͔͔࣌ؒΔͱॻ͍ͯ͋Δ ˞IUUQEPDTBXTBNB[PODPN ϩάLJCBOBͰݟΕ·͔͢Ͷʁ %&-&5&Λߦͳ͍ͬͯΔϦΫΤετ͕ݟ͍ͨ ɹ;Ή ɹFMBTUJDTFBSDIʹೖΕͯ ɹݕࡧͰ͖ΔΑ͏ʹ͠Α͏ %FW
ͯ͞FMBTUJDTFBSDIʹೖΕΔ४උ͠ͱ͔͘ɻ ͲΜͳײ͡ͷ͚ͭͩͬʁ 0QT φχίϨ IUUQEPDTBXTBNB[PODPN KB@KQ"NB[PO4MBUFTUEFW 4ΞΫηεϩάϩάܗࣜαϯϓϧ BEGCFEBFGCBDFEGEFEFBDGGEFDEFGCFNZCVDLFU<'FC >
BEGCFEBFGCBDFEGEFEFBDGGEFDEFGCF&'&9".1-& 3&45(&57&34*0/*/((&5NZCVDLFU WFSTJPOJOH)5514$POTPMF
MPHTUBTIͰύʔεͰ͖Δ༷ʹͯ͠ʜ FMBTUJDTFBSDIʹೖΕͯʜ LJCBOBͰEBTICPBSE࡞ͬͯʜ
%&-&5&ͷϩάΛݟ͍͚ͨͩͳͷʹʜ ࣌ؒʜ͔͔Δʜͳ͊
ٹ ੈ ओ
$3&"5&&95&3/"-5"#-&*'/05&9*454T@BDDFTTMPHSFTPVSTF@CVDLFU #VDLFU0XOFSTUSJOH #VDLFUTUSJOH 3FRVFTU%BUF5JNFTUSJOH 3FNPUF*1TUSJOH
3FRVFTUFSTUSJOH 3FRVFTU*%TUSJOH 0QFSBUJPOTUSJOH ,FZTUSJOH 3FRVFTU63*@PQFSBUJPOTUSJOH 3FRVFTU63*@LFZTUSJOH 3FRVFTU63*@IUUQ1SPUPWFSTJPOTUSJOH )551TUBUVTTUSJOH &SSPS$PEFTUSJOH #ZUFT4FOUTUSJOH 0CKFDU4J[FTUSJOH 5PUBM5JNFTUSJOH 5VSO"SPVOE5JNFTUSJOH 3FGFSSFSTUSJOH 6TFS"HFOUTUSJOH 7FSTJPO*ETUSJOH 308'03."54&3%&PSHBQBDIFIBEPPQIJWFTFSEF3FHFY4FS%F 8*5)4&3%&1301&35*&4 TFSJBMJ[BUJPOGPSNBU JOQVUSFHFY <?> <?> aa< aa> <?> <?> <?> <?> <?> aaa <?> <?> c<?> aaa c<> <?> <?> <?> <?> <?> <?> a<?a> a <?> -0$"5*0/bTBXTMPH4SFTPVSTF@CVDLFU %#5BCMF ࡞
4&-&$5SFNPUFJQ SFRVFTUFS DPVOU DPVOU '30.SFTPVSTF@CVDLFU 8)&3&SFRVFTUVSJ@PQFSBUJPO%&-&5& HSPVQCZSFNPUFJQ
SFRVFTUFS ΫΤϦ࣮ߦ
SFNPUFJQSFRVFTUFS DPVOU BSOBXTJBNˎˎˎˎˎˎˎˎVTFSEFWFMPQFS
BSOBXTJBNˎˎˎˎˎˎˎˎVTFSEFWFMPQFS BSOBXTJBNˎˎˎˎˎˎˎˎVTFSEFWFMPQFS dུd BSOBXTJBNˎˎˎˎˎˎˎˎVTFSEFWFMPQFS ˎˎˎˎˎˎˎˎ BSOBXTJBNˎˎˎˎˎˎˎˎVTFSEFWFMPQFS ˎˎˎˎˎˎˎˎ BSOBXTJBNˎˎˎˎˎˎˎˎVTFSEFWFMPQFS ˎˎˎˎˎˎˎˎ BSOBXTJBNˎˎˎˎˎˎˎˎVTFSEFWFMPQFS ݁Ռ
·ͱΊ
· ͱ Ί • Amazon AthenaͰS3্ͷϩά͕ଈղੳՄೳঢ়ଶʹ AthenaͰݟΔͨΊʹ~ΛS3ʹ͘Α͏ʹͯ͠…ͱ͔Ͱͳ͘ɺ ͢ͰʹόοΫΞοϓͱ্͍ͯ͛ͯͨ͠ϩάશ͕ͯࣗಈతʹରͱݴ͑Δɻ AWSͷαʔϏε(S3 /
CloudFront / ELB / CloudTrail)͔Βॻ͖ग़͢ϩάɺ ௐ͚ࠪͩͳΒ͜ΕͰेɻ • elasticsearch͔Βআͯ͠S3ʹϩάϑΝΠϧ͋ΕௐࠪOK ظؒݟΕΔ༷ʹ͢ΔͨΊʹ αʔόεϖοΫΛ্͓͛ͯ͘ඞཁແ͘ͳͬͨɻ ˠ ຊʹඞཁͳظؒͷΈͰΑ͘ͳͬͨɻ ɹ→ snapshotͪΌΜͱऔΖ͏+͋Δఔظؒ࣋ͬͯͯΑ͔ͬͨ(ল)
· ͱ Ί • ϦΞϧλΠϜͷϩάղੳ → elasticsearch + kibana •
S3ʹ͓͍ͨϩάௐࠪ → Amazon Athena
& - , T U B D L Ͱ ͷ
ӡ ༻ Ͱ ײ ͡ ͨ ෆ ศ Λ " N B [ P O " U I F O B ͕ औ Γ আ ͍ͯ ͘ Ε ͨ ͷ Ͱ ײ ಈ Λ ڞ ༗ ͠ ͨ ͍ ͱ ͍ ͏ Ͱ ͠ ͨ
ޚ ਗ਼ ௌ ͋ Γ ͕ ͱ ͏ ͝
͟ ͍ · ͠ ͨ