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Norikra in Gunosy Network Ads@Norikra meetup #2
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shunsukeaihara
June 03, 2015
Programming
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Norikra in Gunosy Network Ads@Norikra meetup #2
shunsukeaihara
June 03, 2015
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Transcript
Norikra in Gunosy Network Ads Shunsuke Aihara@Gunosy
͜ΜΜɺGunosyͰ͢
χϡʔε͚ͩ͡Όͳͯ͘Ξυࣄۀͬͯ·͢
ࣗݾհ • Shunsuke Aihara • Gunosyͷࠂ৴ؔ࿈։ൃϚωʔ δϟʔ • ը૾ॲཧɾԻॲཧɾݴޠॲཧͷ ϥΠϒϥϦ͍Ζ͍Ζॻ͍ͯΔ
• https://bitbucket.org/aihara • ݏ͍ͳͷ • ͷHadoopΫϥελ
Agenda • Ϣʔεέʔε • ಋೖڥ • Πϯϑϥߏ • ӡ༻ɾࢹͱ͔
ΞυωοτϫʔΫͰͷϢʔεέʔε • CTRফԽֹɺCPAͷϦΞϧλΠϜϑΟʔυόοΫ • ΫϦΤΠςΟϒ࠷దԽͷͨΊͷόϯσΟοτ • ৴୯Ձࣗಈௐ • ϦΞϧλΠϜͷՄࢹԽɾੳͷχʔζ(kibanaͱ͔) •
৴ঢ়گѲɾϩδοΫҟৗͷ֬ೝ • ແବʹπʔϧ࡞Γ͜Έͨ͘ͳ͍͍͠߹ΘͤݮΒ͍ͨ͠
ಋೖڥ • AWSڥ • ΞυωοτϫʔΫ༻ΞυαʔόΛGolangͰϦϓϨΠε • APIαʔόͰग़དྷΔݶΓബ͘࡞Δ͜ͱͰߴԽ • ͦͬͪͷৄࡉ·ͨผͷػձͰ
Ξυαʔό • EC2 c4.large 1ͨΓ • 1000req/sec • 2000ʙ2500logs/sec •
Norikraʹ͍͛ͯΔͷ 1000~1500logs/sec
લఏ • ͍ΖΜͳ࠷దԽɾλʔήςΟϯάग़དྷΔݶΓཪଆͰ • ूܭɾөͰ͖Δ͚ͩૣ͘ • ͱͱRedshift + ಠࣗͷूܭɾՄࢹԽܥ •
Redshiftӡ༻ׂͱμϧ͍ • ϩάྔଟͯ͘kibana4ʹੜϩάಥͬࠐΉͱࢮ͵ • Spark StreamingStorm͏ఔͰͳ͍
NorikraͰαϚͬͯΈΑ͏
ଟஈNorikra • 2ʙ3ͷAPIαʔόʹରͯ͠1ͷfluentd+Norikraαʔό
APIαʔόͷө • λʔήςΟϯάɾόϯσΟοτ࠷ దԽ༻σʔλPythonΫϥελͰॲ ཧͯ͠LevelDBܗࣜͰS3ʹஔ • NorikraҎ֎ͷσʔλιʔε͔Βͷσ ʔλෳͷϥΠϑαΠΫϧͰ LevelDBʹݻΊͨΓRedisʹೖͨ͠ Γ
kibana4 • ࠷ऴஈͷnorikraͰαϚͬͨΛ1ຖ ʹkibana4ʹೖ • ඇΤϯδχΞͰ࠷ݶඞཁͳใ ͕υϦϧμϯ
OpsWorksͰϙνϙναʔόߏங1 • Custom CookbookΛ࡞Γ͜ΜͰϥʔϝϯτοϐϯάؾͰ αʔόΛཱͯΔ
OpsWorksͰϙνϙναʔόߏங2 • ઃఆશͯcustom jsonʹ͘͘Γͩ͠
ࢹ1 • DatadogͰαʔόͷࢹɾΞϥʔτ • fluentdͷΩϡʔαΠζͱ͔ • JVMͷঢ়گϞχλϦϯάͯ͠νϡʔχϯάͨ͠Γ • ҎԼͷΦϓγϣϯͤΔΑ͏ʹͪΐͬ͜ͱNorikra͍͡Δ -Dcom.sun.management.jmxremote=true
-Dcom.sun.management.jmxremote.port=PORTNUM -Dcom.sun.management.jmxremote.authenticate=false -Dcom.sun.management.jmxremote.ssl=false
ࢹ2 • papertrailͰfluentdͱnorikraͷϩάΛࢹ • Full GC͕Δͱ௨ • fluentd͕٧·ΔͱΞϥʔτ • ࣗલͷshellεΫϦϓτͰfluentdͷࢮ׆ࢹɾࣗಈ࠶ىಈ
• Norikraͷग़ྗͷҰ෦DatadogʹૹͬͯΞϥʔτઃఆ ͜Μͳײ͡Ͱϲ݄҆ఆͯ͠ಈ͍ͯΔ
datadog dashboardʹiframe ຒΊࠐΊͯศར
·ͱΊ • ใͰྑ͍౷ܭNorikraͰϦΞϧλΠϜʹαϚͬͯΞ υαʔόʹϑΟʔυόοΫ • ඇΤϯδχΞͷӡ༻νʔϜ͕kibana4ͰϙνϙνμογϡϘʔ υ࡞ͬͯӡ༻ग़དྷΔΑ͏ʹͳͬͨ • OpsworksڥͰNorikraͷڥΛϙνϙνߏங •
ҰਓͰΞυαʔόͷ։ൃӡ༻ग़དྷΔ • DatadogͰࢹɾνϡʔχϯά͕ḿΔ