アクセス数5倍の急拡大サービスと共に成長するチーム / Accelerate product and team growth with Datadog

by Kaga

Slide 1

Slide 1 text

ΞΫηε਺5ഒͷٸ֦େαʔϏε ͱڞʹ੒௕͢ΔνʔϜ 2021/04/14 Datadog Observability Day Takashi Kaga @ CAMPFIRE

Slide 2

Slide 2 text

ࣗݾ঺հ ɾՃզ وࢤ (͔͕ ͔ͨ͠)ɹ@TAKA_041 1 ɾגࣜձࣾCAMPFIRE ϓϩμΫτ։ൃ෦ ɹSREνʔϜॴଐ ɾ2020೥10݄ʹCAMPFIREೖࣾ ɹझຯ͸DatadogΛ͍͡Δ͜ͱ

Slide 3

Slide 3 text

ΞδΣϯμ 1. CAMPFIREͷ঺հ 2. αʔϏεͷ੒௕ͱݟ͖͑ͯͨ՝୊ 3. DatadogಋೖʹΑΔվળͷτϥΠ 4. ܦӦ՝୊ʹ׆༻͢ΔDatado g 5. ͞ΒͳΔαʔϏεվળʹ޲͚ͯ

Slide 4

Slide 4 text

ΞδΣϯμ 1. CAMPFIREͷ঺հ 2. αʔϏεͷ੒௕ͱݟ͖͑ͯͨ՝୊ 3. DatadogಋೖʹΑΔվળͷτϥΠ 4. ܦӦ՝୊ʹ׆༻͢ΔDatado g 5. ͞ΒͳΔαʔϏεվળʹ޲͚ͯ

Slide 5

Slide 5 text

CAMPFIREͷ঺հ

Slide 6

Slide 6 text

CAMPFIREͷ঺հ

Slide 7

Slide 7 text

CAMPFIREͷ঺հ

Slide 8

Slide 8 text

CAMPFIREͷ঺հ

Slide 9

Slide 9 text

CAMPFIREͷ։ൃνʔϜ

Slide 10

Slide 10 text

CAMPFIREͷΠϯϑϥߏ੒

Slide 11

Slide 11 text

CAMPFIREͷΠϯϑϥߏ੒

Slide 12

Slide 12 text

CAMPFIREͷΠϯϑϥߏ੒

Slide 13

Slide 13 text

CAMPFIREͷΠϯϑϥߏ੒

Slide 14

Slide 14 text

CAMPFIREͷΠϯϑϥߏ੒ ECS on EC2͔Β ECS FargateʹҠߦத

Slide 15

Slide 15 text

CAMPFIREͷαʔϏε੒௕

Slide 16

Slide 16 text

CAMPFIREͷαʔϏε੒௕ ϦΫΤετ਺ 4ഒ ϦΫΤετ਺ 5ഒ

Slide 17

Slide 17 text

ΞδΣϯμ 1. CAMPFIREͷ঺հ 2. αʔϏεͷ੒௕ͱݟ͖͑ͯͨ՝୊ 3. DatadogಋೖʹΑΔվળͷτϥΠ 4. ܦӦ՝୊ʹ׆༻͢ΔDatado g 5. ͞ΒͳΔαʔϏεվળʹ޲͚ͯ

Slide 18

Slide 18 text

CAMPFIREͷαʔϏε੒௕

Slide 19

Slide 19 text

CAMPFIREͷαʔϏε੒௕

Slide 20

Slide 20 text

౰࣌ͷରԠ ɾΠϯελϯεͷ୆਺ͱεϖοΫͷݟ௚͠ ɾεϩʔΫΤϦͷղফ ɾϞχλϦϯάͷݟ௚͠ ɾϏδωεαΠυͱີͳίϛϡχέʔγϣϯ

Slide 21

Slide 21 text

౰࣌ͷରԠ Ұϲ݄ͰΞΫηε͕4ഒʹͳͬͨ࿩ https://note.com/campfire_dev/n/n99fba1c86328

Slide 22

Slide 22 text

౰࣌ͷରԠΛৼΓฦͬͯ Πϯϑϥ͚ͩͰ͸ͳ͘ ΞϓϦέʔγϣϯ͔Β΋ վળΛߦ͍͖͍ͬͯͨ

Slide 23

Slide 23 text

ΞϓϦέʔγϣϯ͔Βͷվળ վળʹ͋ͨͬͯͷݱঢ়੔ཧ ɹɾΠϯϑϥͷϝτϦΫε͸औಘͰ͖͍ͯΔ ɹɾΞϓϦέʔγϣϯͷϩά͸S3ʹอଘͰ͖͍ͯΔ

Slide 24

Slide 24 text

ΞϓϦέʔγϣϯ͔Βͷվળ վળʹ͋ͨͬͯͷݱঢ়੔ཧ ɹɾΠϯϑϥͷϝτϦΫε͸औಘͰ͖͍ͯΔ ɹɾΞϓϦέʔγϣϯͷϩά͸S3ʹอଘͰ͖͍ͯΔ ɹɾΞϓϦέʔγϣϯͷৄࡉͳಈ͖Λ೺ѲͰ͖͍ͯͳ͍

Slide 25

Slide 25 text

ΞϓϦέʔγϣϯ͔Βͷվળ ΞϓϦέʔγϣϯͷ ΦϒβʔόϏϦςΟ

Slide 26

Slide 26 text

ΦϒβʔόϏϦςΟʁ ɾObservability = Մ؍ଌੑ ɹɾγεςϜͷ಺෦ঢ়ଶΛ؍ଌ͢ΔͨΊͷೳྗ

Slide 27

Slide 27 text

ΦϒβʔόϏϦςΟʁ ɾObservability = Մ؍ଌੑ ɹɾγεςϜͷ಺෦ঢ়ଶΛ؍ଌ͢ΔͨΊͷೳྗ ɹɹɾͦͷγεςϜ͸Կ͕Ͳ͏ಈ͍͍ͯΔ͔

Slide 28

Slide 28 text

ϞχλϦϯάͱΦϒβʔόϏϦςΟ “ϞχλϦϯά͸νʔϜ͕γεςϜͷঢ়ଶΛ؂ࢹͯ͠೺ѲͰ͖ΔΑ͏ʹ͢Δπʔ ϧ΍ٕज़తͳιϦϡʔγϣϯͰ͢ɻϞχλϦϯάͰ͸ɺࣄલʹఆٛͨ͠ࢦඪ΍ϩ άͷऩूΛߦ͍·͢ɻ ΦϒβʔόϏϦςΟ͸νʔϜ͕γεςϜͷσόοάΛੵۃతʹߦ͑ΔΑ͏ʹ͢Δ πʔϧ΍ٕज़తͳιϦϡʔγϣϯͰ͢ɻΦϒβʔόϏϦςΟͰ͸ɺࣄલʹఆٛ͞ Ε͍ͯͳ͍ϓϩύςΟͱύλʔϯͷௐࠪΛߦ͍·͢ɻ” DevOps ଌఆ: ϞχλϦϯάͱΦϒβʔόϏϦςΟ https://cloud.google.com/solutions/devops/devops-measurement-monitoring-and-observability

Slide 29

Slide 29 text

ϗϫΠτϘοΫε ϞχλϦϯά “࠷΋Ұൠతͳཁૉͱͯ͠͸ɺࢦඪɺϩάɺτϨʔεͷ 3 ͕ͭ͋Γ·͢ɻҰ෦ͷ ϞχλϦϯά γεςϜͰ͸ΠϕϯτΛ௥੻ͯ͠ใࠂ͠·͢ɻΠϕϯτ͸ɺγες ϜͰͷϢʔβʔͷૢ࡞΍γεςϜࣗମͷঢ়ଶͷมԽΛද͠·͢ɻ ʢதུʣ ࢦඪɺϩάɺτϨʔεΛଌఆର৅ͷαʔόʔ·ͨ͸ྡ઀͢ΔΤʔδΣϯτ͔ΒϞ χλϦϯά γεςϜʹૹ৴͠ɺγεςϜͷঢ়ଶΛ֬ೝ·ͨ͸ਪଌͰ͖·͢ɻ ” DevOps ଌఆ: ϞχλϦϯάͱΦϒβʔόϏϦςΟ https://cloud.google.com/solutions/devops/devops-measurement-monitoring-and-observability

Slide 30

Slide 30 text

CAMPFIREͱΦϒβʔόϏϦςΟ CloudWatchʹΑΓ ϝτϦΫεΛऔಘ ֤छϩά͸ S3ʹอଘ ͜͜ͰτϨʔεΛ ୲౰ͤ͞Δ

Slide 31

Slide 31 text

ΞϓϦέʔγϣϯͷτϨʔε ɾAPM(Application Performance Monitoring)Λ༻͍Δ ɹɾDatadog΍NewRelicɺSplunkͳͲ͕ఏڙ ɹɹɾಋೖ͸αʔϏεܦݧऀ͕ϦʔυͰ͖ͨํ͕ྑ͍ ɹɹɾSREνʔϜʹDatadogར༻ܦݧऀ͕2໊(ࣗ෼ؚΉ)

Slide 32

Slide 32 text

Slide 33

Slide 33 text

ΞδΣϯμ 1. CAMPFIREͷ঺հ 2. αʔϏεͷ੒௕ͱݟ͖͑ͯͨ՝୊ 3. DatadogಋೖʹΑΔվળͷτϥΠ 4. ܦӦ՝୊ʹ׆༻͢ΔDatado g 5. ͞ΒͳΔαʔϏεվળʹ޲͚ͯ

Slide 34

Slide 34 text

DatadogಋೖʹΑΔվળͷτϥΠ վળͷΰʔϧ ɹɾDatadog APMʹΑΓγεςϜͷ಺෦ঢ়ଶΛ؍ଌͰ͖Δ ɹɾ؍ଌ݁Ռ͔ΒΑΓྑ͍ϞχλϦϯά͕ߦ͍͑ͯΔ

Slide 35

Slide 35 text

DatadogಋೖͷྲྀΕ ɾ΍Γ͍ͨ͜ͱ ɹɾAPMಋೖʹΑΔΞϓϦέʔγϣϯͷτϨʔγϯά

Slide 36

Slide 36 text

DatadogಋೖͷྲྀΕ ɾ΍Γ͍ͨ͜ͱ ɹɾAPMಋೖʹΑΔΞϓϦέʔγϣϯͷτϨʔγϯά ɾ΍ͬͨ͜ͱ ɹɾDatadogಋೖͷॾʑ(APMɺμογϡϘʔυɺLogs ) ɹɾυΩϡϝϯτͷ੔උ ɹɾϨΫνϟʔձͷ։࠵

Slide 37

Slide 37 text

Datadogಋೖલ

Slide 38

Slide 38 text

Datadogಋೖޙ αΠυΧʔͰDatadog AgentίϯςφΛ഑ஔ fluentdίϯςφ͔Β Datadog Logsʹసૹ

Slide 39

Slide 39 text

Slide 40

Slide 40 text

υΩϡϝϯτ&ϨΫνϟʔ ɾಋೖͯ͠ऴΘΓʹͨ͘͠ͳ͍ ɹɾͦ΋ͦ΋DatadogͰԿ͕Ͱ͖Δͷ͔Λ෍ڭ͢Δ ɹɾಋೖ͢ΔϝϦοτ͕͋ΔࣄΛ෍ڭ͢Δ ɹɾAPMͷ͢͝͞ͱศར͞Λ෍ڭ͢Δ ɹɾՃզ͕࣭໰૭ޱΛ୲౰͢Δ

Slide 41

Slide 41 text

υΩϡϝϯτ&ϨΫνϟʔ ɾಋೖͯ͠ऴΘΓʹͨ͘͠ͳ͍ ɹɾͦ΋ͦ΋DatadogͰԿ͕Ͱ͖Δͷ͔Λ෍ڭ͢Δ ɹɾಋೖ͢ΔϝϦοτ͕͋ΔࣄΛ෍ڭ͢Δ ɹɾAPMͷ͢͝͞ͱศར͞Λ෍ڭ͢Δ ɹɾՃզ͕࣭໰૭ޱΛ୲౰͢Δ ࣾ಺ͰͷΤόϯδΣϦετ తͳಈ͖Ͱαϙʔτ

Slide 42

Slide 42 text

DatadogಋೖͷྲྀΕ Datadog APMͷ׆༻Ͱര଎վળͷר https://note.com/campfire_dev/n/ne027713b8a61

Slide 43

Slide 43 text

Datadog APM “Datadog APM ͱ෼ࢄܕτϨʔγϯά͸ɺWeb αʔϏεɺΩϡʔɺσʔλϕʔε͕ ϦΫΤετɺΤϥʔɺϨΠςϯγʔΛ؂ࢹ͢ΔͨΊͷඪ४ͷύϑΥʔϚϯεμο γϡϘʔυΛ࢖༻ͯ͠ɺΞϓϦέʔγϣϯΛৄࡉʹՄࢹԽ͠·͢ɻ෼ࢄܕτϨʔε ͸ɺϗετɺίϯςφɺϓϩΩγɺαʔόʔϨεػೳશମͰɺϒϥ΢βηογϣϯɺ ϩάɺsynthetic νΣοΫɺωοτϫʔΫɺϓϩηεɺΠϯϑϥετϥΫνϟʔͷϝ τϦΫεʹγʔϜϨεʹؔ࿈෇͚ΒΕ·͢ɻ” APMͱ෼ࢄܕτϨʔγϯά https://docs.datadoghq.com/ja/tracing/

Slide 44

Slide 44 text

Datadog APMͰग़དྷΔ͜ͱ ɾϦΫΤετʙϨεϙϯεͷྲྀΕΛՄࢹԽ ɹɾspanͱ͍͏࿦ཧతͳ࡞ۀ୯ҐͰ·ͱΊΒΕΔ ɹɹɾnginx, rails, redis, mysqlͳͲͷҰ௨Γͷॲཧ ɹɹɾ࣮ߦ͞ΕͨSQLͷΫΤϦ·ͰՄࢹԽ

Slide 45

Slide 45 text

Datadog APMͰग़དྷΔ͜ͱ

Slide 46

Slide 46 text

Datadog APMͰग़དྷΔ͜ͱ

Slide 47

Slide 47 text

Datadog APMͰग़དྷΔ͜ͱ

Slide 48

Slide 48 text

DatadogಋೖʹΑΔվળͷτϥΠ վળͷΰʔϧ ɹɹDatadog APMʹΑΓγεςϜͷ಺෦ঢ়ଶΛ؍ଌͰ͖Δ ɹɾ؍ଌ݁Ռ͔ΒΑΓྑ͍ϞχλϦϯά͕ߦ͍͑ͯΔ

Slide 49

Slide 49 text

DatadogಋೖʹΑΔվળͷτϥΠ վળͷΰʔϧ ɹɹDatadog APMʹΑΓγεςϜͷ಺෦ঢ়ଶΛ؍ଌͰ͖Δ ɹɾ؍ଌ݁Ռ͔ΒΑΓྑ͍ϞχλϦϯά͕ߦ͍͑ͯΔ  ɹɹ(in progress)

Slide 50

Slide 50 text

ϞχλϦϯάͷઃܭ ɾΑΓޮՌతͳϞχλϦϯάΛߟ͑Δ

Slide 51

Slide 51 text

ϞχλϦϯάͷઃܭ ɾΑΓޮՌతͳϞχλϦϯάΛߟ͑Δ ɹɾϢʔβʔମݧʹӨڹ͕͋Δ΋ͷ ɹɾϏδωεཁ݅ʹӨڹ͕͋Δ΋ͷ

Slide 52

Slide 52 text

ϞχλϦϯάͷઃܭ ɾΑΓޮՌతͳϞχλϦϯάΛߟ͑Δ ɹɾϢʔβʔମݧʹӨڹ͕͋Δ΋ͷ ɹɾϏδωεཁ݅ʹӨڹ͕͋Δ΋ͷ ΠϯϑϥدΓͷϞχλϦϯά͔Β ΞϓϦέʔγϣϯدΓͷϞχλϦϯά΁

Slide 53

Slide 53 text

Datadog͕΋ͨΒͨ͠΋ͷ νʔϜͷ։ൃྗ޲্

Slide 54

Slide 54 text

νʔϜͷ։ൃྗ޲্ ɾಉ͡ਓ਺Ͱ΋͞Βʹଟ͘ͷࣄ͕Ͱ͖ΔΑ͏ʹ ɹɾૣظͷΤϥʔݕ஌ ɹɾஅଓతʹൃੜ͍ͯ͠ΔΤϥʔͷղফ ɹɾఆྔతͳύϑΥʔϚϯεվળ ɹɾΑΓ౿ΈࠐΜͩΞϥʔτରԠͷٞ࿦

Slide 55

Slide 55 text

Slide 56

Slide 56 text

அଓతΤϥʔͷղফ ɾAPMಋೖޙɺஅଓతʹൃੜ͍ͯ͠Δ5XXΤϥʔ͕ՄࢹԽ ɹɾ։ൃνʔϜͱSREνʔϜͱͰ͜ΕΛௐࠪ ɹɾ౰೔தʹݪҼ൑໌ & σϓϩΠʹͯղফ ɹɾDev🤝Ops

Slide 57

Slide 57 text

அଓతΤϥʔͷղফ

Slide 58

Slide 58 text

அଓతΤϥʔͷղফ

Slide 59

Slide 59 text

Datadog͕΋ͨΒͨ͠΋ͷ Datadog͕ νʔϜͷ੒௕ΛՃ଎ͤ͞Δ

Slide 60

Slide 60 text

ΞδΣϯμ 1. CAMPFIREͷ঺հ 2. αʔϏεͷ੒௕ͱݟ͖͑ͯͨ՝୊ 3. DatadogಋೖʹΑΔվળͷτϥΠ 4. ܦӦ՝୊ʹ׆༻͢ΔDatado g 5. ͞ΒͳΔαʔϏεվળʹ޲͚ͯ

Slide 61

Slide 61 text

ܦӦ՝୊ʹ׆༻͢ΔDatadog ɾτοϓϖʔδͷ଎౓վળ͕ܦӦ՝୊ʹ ɹɾ͜Ε·Ͱ΋ܧଓͯ͠ௐࠪΛ࣮ࢪ͖ͯͨ͠

Slide 62

Slide 62 text

ܦӦ՝୊ʹ׆༻͢ΔDatadog ɾτοϓϖʔδͷ଎౓վળ͕ܦӦ՝୊ʹ ɹɾ͜Ε·Ͱ΋ܧଓͯ͠ௐࠪΛ࣮ࢪ͖ͯͨ͠ ɹɹɾ֎ܗ؂ࢹʹΑΔԠ౴଎౓ͷௐࠪ ɹɹɾίʔυϦʔσΟϯάʹΑΔௐࠪ

Slide 63

Slide 63 text

ܦӦ՝୊ʹ׆༻͢ΔDatadog Ͳ͏ͤͳΒDatadogΛ ׆༻ͯ͠Έ·ͤΜ͔ʁ

Slide 64

Slide 64 text

ܦӦ՝୊ʹ׆༻͢ΔDatadog ɾτοϓϖʔδͷ଎౓վળ͕ܦӦ՝୊ʹ ɹɾ͜Ε·Ͱ΋ܧଓͯ͠ௐࠪΛ࣮ࢪ͖ͯͨ͠ ɹɹɾ֎ܗ؂ࢹʹΑΔԠ౴଎౓ͷௐࠪ ɹɹɾίʔυϦʔσΟϯάʹΑΔௐࠪ ɹɹɾDatadog APMʹΑΔΤϯυϙΠϯτ୯ҐͰͷௐࠪ ɹɹɾμογϡϘʔυͰͷܧଓతͳϝτϦΫενΣοΫ

Slide 65

Slide 65 text

ܦӦ՝୊ʹ׆༻͢ΔDatadog ಛఆͷׂ߹ͷϢʔβʔʹର͠ ଎౓վળͷϦϦʔεΛ࣮ࢪ ૝ఆͨ͠ޮՌ͕֬ೝͰ͖ͨͷͰ ඍௐ੔ͨ͠ޙʹ࠶ϦϦʔε

Slide 66

Slide 66 text

ܦӦ՝୊ʹ׆༻͢ΔDatadog ɾτοϓϖʔδͷ଎౓վળ͕ܦӦ՝୊ʹ ɹɾ͜Ε·Ͱ΋ܧଓͯ͠ௐࠪΛ࣮ࢪ͖ͯͨ͠ ɹɹɾDatadogʹΑΓৄࡉ͔ͭఆྔతͳݕূ͕Մೳʹ

Slide 67

Slide 67 text

ΞδΣϯμ 1. CAMPFIREͷ঺հ 2. αʔϏεͷ੒௕ͱݟ͖͑ͯͨ՝୊ 3. DatadogಋೖʹΑΔվળͷτϥΠ 4. ܦӦ՝୊ʹ׆༻͢ΔDatado g 5. ͞ΒͳΔαʔϏεվળʹ޲͚ͯ

Slide 68

Slide 68 text

͞ΒͳΔαʔϏεվળʹ޲͚ͯ ɾϑϩϯτΤϯυ͔ΒͷαʔϏεվળ ɾίʔυϨϕϧͰͷϘτϧωοΫௐࠪ ɾDatadogͰͷSLI/SLO੔උ

Slide 69

Slide 69 text

͞ΒͳΔαʔϏεվળʹ޲͚ͯ ɾϑϩϯτΤϯυ͔ΒͷαʔϏεվળ ɾίʔυϨϕϧͰͷϘτϧωοΫௐࠪ ɾDatadogͰͷSLI/SLO੔උ

Slide 70

Slide 70 text

ϑϩϯτΤϯυ͔ΒͷαʔϏεվળ ɾDatadog RUM(Real User Monitoring)ͷಋೖ

Slide 71

Slide 71 text

ϑϩϯτΤϯυ͔ΒͷαʔϏεվળ ɾDatadog RUM(Real User Monitoring)ͷಋೖ ɹɾΑΓϢʔβʔʹ͍ۙҐஔ͔ΒͷϞχλϦϯά ɹɹɾϢʔβʔମݧʹӨڹ͕͋Δ΋ͷ

Slide 72

Slide 72 text

͞ΒͳΔαʔϏεվળʹ޲͚ͯ ɾϑϩϯτΤϯυ͔ΒͷαʔϏεվળ ɾίʔυϨϕϧͰͷϘτϧωοΫௐࠪ ɾDatadogͰͷSLI/SLO੔උ

Slide 73

Slide 73 text

ίʔυϨϕϧͰͷϘτϧωοΫௐࠪ ɾDatadog Continuous Profilerͷಋೖ

Slide 74

Slide 74 text

ίʔυϨϕϧͰͷϘτϧωοΫௐࠪ ɾDatadog Continuous Profilerͷಋೖ ɹɾίʔυϨϕϧͰͷϘτϧωοΫௐࠪ ɹɹɾ։ൃऀ͕ΑΓߴ඼࣭ͳίʔυΛॻ͚ΔΑ͏ʹ ɹɹɾطଘͷίʔυͷϦϑΝΫλϦϯάΛࢧԉ

Slide 75

Slide 75 text

͞ΒͳΔαʔϏεվળʹ޲͚ͯ ɾϑϩϯτΤϯυ͔ΒͷαʔϏεվળ ɾίʔυϨϕϧͰͷϘτϧωοΫௐࠪ ɾDatadogͰͷSLI/SLO੔උ

Slide 76

Slide 76 text

DatadogͰͷSLI/SLO੔උ ɾDatadogͰͷSLI/SLO؅ཧ

Slide 77

Slide 77 text

DatadogͰͷSLI/SLO੔උ ɾDatadogͰͷSLI/SLO؅ཧ ɹɾαʔϏεͷ඼࣭ΛఆΊɺҡ࣋͢Δ ɹɹɾϨΠςϯγͳͲͷύϑΥʔϚϯεόδΣοτ ɹɹɾ5XXΤϥʔͳͲͷΤϥʔόδΣοτ

Slide 78

Slide 78 text

·ͱΊ

Slide 79

Slide 79 text

·ͱΊ ɾ1೥ؒͰΞΫηε਺5ഒʹαʔϏε͕੒௕ ɾͦΕʹ൐͍ϞχλϦϯάͷվળ͕ٸ຿ʹ ɾDatadog APMͷಋೖͰΦϒβʔόϏϦςΟΛ࣮ݱ ɾDatadog͕༷ʑͳ՝୊ղܾΛޙԡ͠ ɾࠓޙ΋ܧଓతͳαʔϏεվળʹDatadogΛ׆༻