Datadog Summit Tokyoでの登壇資料です。 動画はhttps://www.youtube.com/watch?v=_Z4HBiwODbc
1ϚϧνΫϥυͳେنαʔϏεKARTEΛࢧ͑ΔDatadogɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹPLAID, Inc.Daiki Matsui
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22019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.ࣗݾհদҪ େٍ גࣜձࣾϓϨΠυSRE Senior Architect2012-2015·ͰגࣜձࣾαΠόʔυʹͯήʔϜ։ൃʹैࣄ2015ΑΓϓϨΠυʹࢀը͠ɺSREͱͯ͠ϚϧνΫϥυΠϯϑϥͷߏஙɾӡ༻Λ୲2015ೖࣾ
ɹɹʛɹɹ© 2019 PLAID Inc. 32019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹגࣜձࣾϓϨΠυʹ͍ͭͯגࣜձࣾϓϨΠυ౦ژதԝ۠ۜ࠲6-10-1 GINZA SIX 10Fઃཱɿ201110݄ैۀһɿ130໊ ࢿຊۚɿ149,987,878ԁ ※ࢿຊ४උؚۚΉ
42019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.KARTEʹ͍ͭͯ֬ೝ͢ΔجຊαʔϏε͝ར༻ํ๏Λ͝հ͠·͢ɻ͓ಘͳಛయཱͭใ͕ຬࡌͰ͢ɻॳΊͯͷํְתּׅ然钠ׅ6*رؠ؎ش٦ֽוזַזַ♳麦׃זְծ➙״إٔؗ،حف׃ְהְֲ倯䗳铣דׅկUIرؠ؎ش٦ָ濼גֶֻץֹ7אךرؠ؎ٕٝ٦ٕDESIGNRULES» CHECK׆ה⢪ִ،؎ذيֽ䲧ִת׃կֿך堣⠓ֶ鋅鷕׃זֻկ窫㼎ծ妜׃ְౙͷओɺΞλʔCOLLECTIONOUTER嗚稊勴⟝㼰׃㢌刿ֽׅדծ֮זך椚䟝ך暟⟝ח⳿⠓ִ〳腉䚍ָ넝ֻזתׅկ勴⟝㢌ִג嗚稊׃גגְֻׁկ׀䋞劄ך暟⟝כ鋅אַתׇד׃ַꟗׄҰਓҰਓʹ߹Θͤͨސ٬ମݧΛఏڙWebαΠτͷ๚ऀͷߦಈΛ ސ٬͝ͱʹϦΞϧλΠϜʹղੳ$9 ސ٬ମݧϓϥοτϑΥʔϜ
52019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.͢͜ͱKARTEͷಛKARTEΛࢧ͑ΔࢹͷϙΠϯτࠓޙΓ͍ͨ͜ͱ123
62019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.͢͜ͱKARTEͷಛKARTEΛࢧ͑ΔࢹͷϙΠϯτࠓޙΓ͍ͨ͜ͱ
7ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEͷಛ1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ͢͜ͱ→
8ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEͷಛ1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ͢͜ͱ→
92019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.Ϛϧνςφϯτ
ɹɹʛɹɹ© 2019 PLAID Inc. 102019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɾ༷ʑͳෛՙͷ͓٬͞Μ͕͍ΔɾΞΫηεύλʔϯ৭ʑϚϧνςφϯτ
ɹɹʛɹɹ© 2019 PLAID Inc. 112019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɾෛՙ͕1Ͱ10ഒมԽ͢ΔɾηʔϧͰෛՙ͕ٸ૿͢ΔϚϧνςφϯτ1ͷෛՙਪҠ
12ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEͷಛ1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ͢͜ͱ→
132019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.ϨΠςϯγʔɺߴෛՙsec to real-timeactions0.xevents per day3 billionstored in BigQuery2+ PBevents (rows) / sec65,000streaming insert permonth1 PBanalysis per month60+ PBSRE3ϨΠςϯγʔ/ߴෛՙ
142019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.ϨΠςϯγʔɺߴෛՙsec to real-timeactions0.xevents per day3 billionstored in BigQuery2+ PBevents (rows) / sec65,000streaming insert permonth1 PBanalysis per month60+ PBSRE3ϨΠςϯγʔ/ߴෛՙ
152019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.ϨΠςϯγʔɺߴෛՙ
162019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.ϨΠςϯγʔɺߴෛՙsec to real-timeactions0.xevents per day3 billionstored in BigQuery2+ PBevents (rows) / sec65,000streaming insert permonth1 PBanalysis per month60+ PBSRE3ϨΠςϯγʔ/ߴෛՙ
17ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEͷಛ1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ͢͜ͱ→
182019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.େنγεςϜ
19ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEͷಛ1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ͢͜ͱ→
202019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.ϚϧνΫϥυߏ
ɹɹʛɹɹ© 2019 PLAID Inc. 212019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹPros1. ֤ϓϩόΠμʔͷྑ͍ͱ͜औΓ͕Ͱ͖Δ2. ϓϩόΠμʔͷোΛผϓϩόΠμʔͰΧόʔͰ͖ΔPros/ConsϚϧνΫϥυߏCons1. ӡ༻ͷख͕ؒ૿͑Δ
ɹɹʛɹɹ© 2019 PLAID Inc. 222019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹৄࡉΛΓ͍ͨํʮσϒαϛ 2018ʯͷࢿྉͰʂϚϧνΫϥυߏhttps://speakerdeck.com/tikson/zhan-lue-topointonituite
232019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.͢͜ͱKARTEͷಛKARTEΛࢧ͑ΔࢹͷϙΠϯτࠓޙΓ͍ͨ͜ͱ✓
KARTEΛࢧ͑ΔࢹͷϙΠϯτ24ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɾϦΞϧλΠϜੑɾॊೈੑɾεέʔϥϏϦςΟɾ҆ఆੑ
25ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEͷಛ →1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ
26ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEΛࢧ͑ΔࢹͷϙΠϯτ1.Datadogʹશͯू2.Custom metricsͷੵۃ׆༻3.LayerΛ͚ͨDashboard͢͜ͱ→
27ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹ→1.Datadogʹશͯू2.Custom metricsͷੵۃ׆༻3.LayerΛ͚ͨDashboard1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ
ɹɹʛɹɹ© 2019 PLAID Inc. 282019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹোରԠ࣌ʹDatadogΛݟΕ͙͢ʹঢ়گΛѲͰ͖ΔΑ͏ʹDatadogʹશͯू
29ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEΛࢧ͑ΔࢹͷϙΠϯτ͢͜ͱ→1.Datadogʹશͯू2.Custom metricsͷੵۃ׆༻3.LayerΛ͚ͨDashboard
30ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹ→1.Datadogʹશͯू2.Custom metricsͷੵۃ׆༻3.LayerΛ͚ͨDashboard1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ
ɹɹʛɹɹ© 2019 PLAID Inc. 312019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹ32M/mon ΄Ͳར༻Custom metricsͷੵۃ׆༻
Custom metricsͷੵۃ׆༻32ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹhttps://github.com/makinoy/libs-dogstatsdɾlibs-dogstatsdͰɺ؆୯ʹॲཧͷ࣮ߦճ࣮ߦ࣌ؒΛଌఆͰ͖ΔΑ͏ʹɾؔΑΓࡉ͔͍୯ҐͰlatencyΛଌఆɾϢʔβ୯ҐͰͷύϑΥʔϚϯεΛଌఆ 1 const dd = require('libs-dogstatsd');2 const stats = dd.start();3 // measure hoge4 hoge();5 stats.tick('hoge', 1, 1, [user_id:1234]);Node.jsͷwrapper library
ɹɹʛɹɹ© 2019 PLAID Inc. 332019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹtagͰϢʔβࣝผ༻IDΛૹΔࠓى͍ͬͯ͜Δ͕ʮಛఆͷϢʔβىҼͰى͍ͬͯ͜ΔʁʯʮKARTEશମͰى͍ͬͯ͜Δʁʯ͔ΛΓ͚͍ͯ͘͢͠͠ΔCustom metricsͷੵۃ׆༻
34ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEΛࢧ͑ΔࢹͷϙΠϯτ͢͜ͱ→1.Datadogʹશͯू2.Custom metricsͷੵۃ׆༻3.LayerΛ͚ͨDashboard
35ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹ→1.Datadogʹશͯू2.Custom metricsͷੵۃ׆༻3.LayerΛ͚ͨDashboard1.Ϛϧνςφϯτ2.ϨΠςϯγʔ/ߴෛՙ3.େنγεςϜ4.ϚϧνΫϥυߏ
ɹɹʛɹɹ© 2019 PLAID Inc. 362019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹLayer 1ɾKARTE͕ੜ͖͍ͯΔ͔Ͳ͏͔LayerΛ͚ͨDashboard
ɹɹʛɹɹ© 2019 PLAID Inc. 372019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹLayer 2ɾॏཁͳίϯϙʔωϯτɾॏཁͳΞϓϦέʔγϣϯͷϝτϦοΫLayerΛ͚ͨDashboard
ɹɹʛɹɹ© 2019 PLAID Inc. 382019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹLayer 3ɾ֤αʔό܈ͷࡉ͔͍ϝτϦοΫLayerΛ͚ͨDashboard
392019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.͢͜ͱKARTEͷಛKARTEΛࢧ͑ΔࢹͷϙΠϯτࠓޙΓ͍ͨ͜ͱ✓✓
ɹࠓޙΓ͍ͨ͜ͱ40ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹશͯͷΤϯδχΞ͕োͷҰ࣌ରԠΛͰ͖ΔΑ͏ʹ͢Δɾࢹ/োରԠͷϑϩʔͷཧɾDatadogΛ͍͜ͳͯ͠Β͏
ɹࠓޙΓ͍ͨ͜ͱ41ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹCustom metrics 1ԯԁͷղܾɾ͋·ΓʹศརͩͬͨͷͰ͍͗ͯ͢͠·ͬͨ…ɾCustom metricsͷཧΛߦ͏
422019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹɹɹʛɹɹ© 2019 PLAID Inc.·ͱΊ·ͱΊ
43ɹɹʛɹɹ© 2019 PLAID Inc. 2019.11.13ɹɹʛɹɹDatadog Summit Tokyo 2019ɹɹʛɹKARTEΛࢧ͑ΔࢹͷϙΠϯτ1.Datadogʹશͯू2.Custom metricsͷੵۃ׆༻3.LayerΛ͚ͨDashboard→