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
Let's visualize your Spring Cloud Applications!...
Search
Shin Tanimoto
November 18, 2016
Programming
5
16k
Let's visualize your Spring Cloud Applications! #jsug #springday
Spring Day 2016 講演資料
2016-11-18
Shin Tanimoto
November 18, 2016
Tweet
Share
More Decks by Shin Tanimoto
See All by Shin Tanimoto
Spring Bootで実装とインフラをこれでもかと分離するための試み
shintanimoto
7
1.3k
クラウドネイティブ時代のコンテナ環境におけるJavaアプリケーションのメトリクス・ログ・トレースモニタリング
shintanimoto
5
2.4k
26 Java Years
shintanimoto
0
92
Let’s Have Fun with Reactive Programming, Using Reactor and WebFlux
shintanimoto
0
300
Monitoring and Visualizing Your (Micro)services
shintanimoto
1
390
現代に求められるJavaコミュニティとは / What should be the Java Community of Today?
shintanimoto
0
960
人生がときめく「学び」の魔法 / The Life-Changing Magic of Studying
shintanimoto
6
1.7k
業務で使いたいWebFluxによるReactiveプログラミング / Introduction to Reactive Programming using Spring WebFlux
shintanimoto
9
9.5k
from old Java to modern Java (2017) #jjug
shintanimoto
4
1.7k
Other Decks in Programming
See All in Programming
MCPとデザインシステムに立脚したデザインと実装の融合
yukukotani
1
770
UbieのAIパートナーを支えるコンテキストエンジニアリング実践
syucream
2
790
STUNMESH-go: Wireguard NAT穿隧工具的源起與介紹
tjjh89017
0
390
Honoアップデート 2025年夏
yusukebe
1
880
オープンセミナー2025@広島「君はどこで動かすか?」アンケート結果
satoshi256kbyte
0
220
LLMOpsのパフォーマンスを支える技術と現場で実践した改善
po3rin
8
1k
250830 IaCの選定~AWS SAMのLambdaをECSに乗り換えたときの備忘録~
east_takumi
0
350
The state patternの実践 個人開発で培ったpractice集
miyanokomiya
0
150
Langfuseと歩む生成AI活用推進
licux
3
320
rage against annotate_predecessor
junk0612
0
140
未来を拓くAI技術〜エージェント開発とAI駆動開発〜
leveragestech
2
200
AIでLINEスタンプを作ってみた
eycjur
1
220
Featured
See All Featured
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
53
2.9k
Faster Mobile Websites
deanohume
309
31k
Fireside Chat
paigeccino
39
3.6k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
15
1.6k
Agile that works and the tools we love
rasmusluckow
330
21k
Designing Experiences People Love
moore
142
24k
Side Projects
sachag
455
43k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
Git: the NoSQL Database
bkeepers
PRO
431
66k
Measuring & Analyzing Core Web Vitals
bluesmoon
9
570
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
29
2.8k
Intergalactic Javascript Robots from Outer Space
tanoku
272
27k
Transcript
Let’s Visualize Your Spring Cloud Applications! #sd2016r26 Shin Tanimoto Acroquest
Technology Co., LTD
Copyright © Acroquest Technology Co., Ltd. All rights reserved. ࣗݾհ
2 • ୩ຊ ৺ (Shin Tanimoto) - Acroquest Technologyגࣜձࣾ - ιϦϡʔγϣϯΞʔΩςΫτ - JavaOne / SpringOneεϐʔΧʔ - JJUG / ؔδϟό - Twitter : @cero_t (ຊޠ) - Facebook : shin.tanimoto (ӳޠ)
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3 ຊͷςʔϚɿ Spring Cloud Applicationͷ ʮՄࢹԽʯ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4 ͦͦ Spring Cloud Applicationͱʁ Eureka, Config, Hystrix, Zuul, Session, Stream … ɾɾɾͳͲΛͬͨཁ͢ΔʹϚΠΫϩαʔϏε
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 5 αʔϏε͕૿͖͑ͯͨΒ ৭ʑͱେมʹͳΔ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6 #1 ϚΠΫϩαʔϏε։ൃ ͷۤ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. Devͷਓʁ Opsͷਓʁ ྆ํΔਓʁ 7
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 1. ϚΠΫϩαʔϏε։ൃͷۤ Devͷۤ αʔϏεͷ͕Εͯ͠·͍ɺ αʔϏεಉ࢜ͷґଘ͕͔ؔΒͳ͘ͳΔ ͜ͷαʔϏεΛվम͢ΔͱɺͲ͜ʹӨڹ͢Δʁ ͍·ى͖ͨΤϥʔɺͲ͕͜ݪҼͳͷʁ ͦͦΘΕͯͳ͍αʔϏεͳ͍ͷʁ 8
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 1. ϚΠΫϩαʔϏε։ൃͷۤ Opsͷۤ ࢹ͖͢αʔόϓϩηεͷ͕ଟ͍ 1000ݸͷϓϩηεͯ͢ਖ਼ৗʹಈ͍͍ͯΔʁ ϩάϑΝΠϧ͕ࢄͯ͠͠·͏ ͍·ى͖ͨΤϥʔΛௐΔͨΊʹɺ ͲͷϩάϑΝΠϧΛݟΕ͍͍ͷʁ 9
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 1. ϚΠΫϩαʔϏε։ൃͷۤ OpsΛߟྀͨ͠Devͷۤ ͷஹީΛϩά͔Βݕͮ͠Β͍ ͜ͷerrorϝοηʔδແࢹ͍͍ͯ͠ͷʁ ͜ͷinfoϝοηʔδແࢹ͍͍ͯ͠ͷʁ APIͷ༷͚ͩͰͳ͘ɺϩΪϯά༷·Ͱ ࣄલʹશܾͯΊ͖ͬͯकΒͤΔͷʁ 10
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 1. ϚΠΫϩαʔϏε։ൃͷۤ 11 ཱʹΑͬͯۤҟͳΔ͕ ͍ͣΕʹͤΑαʔϏεϩά͕ ૿͑ͨ͜ͱͰ ݟΔ͖ͷ͕ࡶԽ͢Δ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 12 ͦ͜ͰՄࢹԽͰ͢Α
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 13 #2 ՄࢹԽʹ͏πʔϧ܈
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 2. ՄࢹԽʹ͏πʔϧ܈ ຊհ͢Δπʔϧ܈ αʔϏεؒͷґଘੑΛՄࢹԽ Spring Cloud Sleuth + Zipkin ϩάϑΝΠϧΛՄࢹԽ Elasticsearch + Logstash + Kibana + Filebeat αʔόϓϩηεͷঢ়ଶΛՄࢹԽ Elasticsearch + Kibana + Metricbeat 14
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 15 ඦฉҰݟʹ͔ͣ͠
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 2. ՄࢹԽʹ͏πʔϧ܈ Spring Cloud Sleuth + Zipkin 16 ϘτϧωοΫ Λ୳͢
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 2. ՄࢹԽʹ͏πʔϧ܈ Spring Cloud Sleuth + Zipkin 17 αʔϏεؒͷ ґଘੑΛѲ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 2. ՄࢹԽʹ͏πʔϧ܈ Elasticsearch + Logstash + Kibana + Filebeat 18 Ϩϕϧผʹ ϩά݅ΛѲ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 2. ՄࢹԽʹ͏πʔϧ܈ Elasticsearch + Kibana + Metricbeat 19 Ϧιʔεঢ়گ ΛѲ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 20 Ͱߏங͕େมͳΜͰ͠ΐ͏ʁ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 21 ͍ɺ10ਓ݄Ͱ1000ສԁʹͳΓ·͢ʂ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 22 ɾɾɾͱ͔Ͱͳ͍ͬͯͰ͢ɻ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 23 #3 αʔϏεґଘੑͷ ՄࢹԽ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ ԿͷͨΊʹΔͷʁ αʔϏεͷվम࣌ʹɺͦͷӨڹൣғΛ֬ೝ͍ͨ͠ Τϥʔ͕ൃੜͨ͠ࡍʹɺ֬ೝ͖͢ൣғΛಛఆ͍ͨ͠ ͠ɺ࣮ࡍʹΘΕ͍ͯͳ͍αʔϏε͕͋Εఀࢭ ͍ͨ͠ → ओʹ։ൃऀ͚ͷՄࢹԽͰ͋Δ 24
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ Spring Cloud Sleuth + ZipkinͰαʔϏεґଘੑΛՄࢹԽ Spring Cloud Sleuthͱʁ Distributed Tracing ෳαʔόΛލ͕ΔϦΫΤετʹڞ௨ͷIDΛৼͬͯ ʢHTTP/AMQPϔομͳͲͰͤ͞ͳ͕Βʣ ॲཧΛͰ͖ΔΑ͏ʹ͢ΔΈ Zipkinͱʁ Distributed Tracing Visualization ෳαʔόΛލ͕ΔϦΫΤετΛՄࢹԽ͢Δ 25
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ Spring Cloud Sleuth + ZipkinͷΠϝʔδ 26 Microservice1 Microservice2 طʹ࡞ͬͯ͋Δ ϚΠΫϩαʔϏε
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ Spring Cloud Sleuth + ZipkinͷΠϝʔδ 27 Microservice1 Microservice2 Zipkin Server HTTP Zipkin UI Server SleuthΛͬͯ ݺͼग़͠ใΛ zipkinʹૹΔ ੵ ՄࢹԽ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ Spring Cloud Sleuth + Zipkinͷద༻ Spring Cloud Sleuth ϚΠΫϩαʔϏεͷpom.xmlͷdependenciesʹ ʮspring-cloud-starter-zipkinʯΛՃ ίʔυͷมߋҰͳ͠ Zipkin ৽نϓϩδΣΫτΛ࡞ͬͯpom.xmlʹ ʮzipkin-serverʯͱʮzipkin-autoconfigure-uiʯΛՃ MainΫϥεΛҰͭ࡞Δ 28
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ Zipkinαʔόͷ։ൃ 29 @SpringBootApplication @EnableZipkinServer public class ZipkinApplication { public static void main(String[] args) { SpringApplication.run(ZipkinApplication.class, args); } }
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ Spring Cloud Sleuth + ZipkinͷΠϝʔδ 30 Microservice1 Microservice2 Zipkin Server HTTP Zipkin UI Server Zipkin Client (spring-cloud-starter-zipkin) Zipkin UI (zipkin-autoconfigure-ui) Zipkin Server (zipkin-server)
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 3. αʔϏεґଘੑͷՄࢹԽ 31 Demo
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 32 ͜͏͍͏ࣄ͕؆୯ʹͰ͖Δ͔Β Spring CloudΛ͏Μͩ ͍ͬͯ͏ײ֮ɺ͋Γ·͢
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 33 #4 ϩάͷՄࢹԽ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 34 ͦͦϩάͬͯ ৗతʹݟͯ·͢ʁ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 35 ͕ى͖ͨ࿈བྷΛड͚͔ͯΒ ݪҼΛ֬ೝ͢ΔͨΊ͚ͩʹ ϩάΛͬͯͨΓͯ͠·ͤΜʁ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 36 ৗతʹϩάΛݟͯ ఆ֎ͷࣄ͕ൃੜ͍ͯ͠ͳ͍͔Λ ֬ೝ͢Δ͜ͱͰ αʔϏεϨϕϧ͕֨ஈʹ্͕Δ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 37 ͱݴ͑ɺϩάΛͰݟΔͷແཧɻ ͔ͩΒՄࢹԽ͢ΔΜͰ͢
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ԿͷͨΊʹΔͷʁ ΞϓϦέʔγϣϯϩάͷՄࢹԽ γεςϜ͕҆ఆՔಇ͍ͯ͠Δ͔ͷѲ ఆ͠ͳ͍͕ى͖͍ͯͳ͍͔ʁ ΞΫηεϩάͷՄࢹԽ దʹϨεϙϯεΛฦ͍ͤͯΔ͔Ͳ͏͔ͷѲ HTTPεςʔλεͷ400൪ɺ500൪͕ൃੜ͍ͯ͠ͳ͍͔ʁ ϨεϙϯελΠϜ͕େ͖͘ͳ͍ͬͯͳ͍͔ʁ ٸܹͳΞΫηε૿ͳͲ͕ى͖͍ͯͳ͍͔ͷѲ SNSχϡʔεαΠτͳͲͰऔΓ্͛ΒΕͨʁ ߈ܸΛड͚ͨʁ 38
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ElasticελοΫͰϩάΛՄࢹԽ Elasticsearch ࢄશจݕࡧΤϯδϯɻϩάσʔλΛੵ͢Δ Kibana ՄࢹԽ༻ͷUI Filebeat σʔλసૹπʔϧͰ͋ΔBeatsγϦʔζͷҰͭɻ ϑΝΠϧΛಡΈࠐΈɺLogstashʹసૹ͢Δɻ Logstash σʔλͷՃɾసૹπʔϧ Filebeat͔ΒσʔλΛड͚औΓɺՃͯ͠ɺElasticsearchʹసૹ͢Δ 39
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 40 Microservice1 Microservice2 طʹ࡞ͬͯ͋Δ ϚΠΫϩαʔϏε
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 41 Microservice1 Microservice2 Filebeat Filebeat FilebeatͰ ϩάΛಡΈࠐΈ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 42 Microservice1 Microservice2 Filebeat Filebeat Logstash LogstashͰ ϩάΛύʔεͯ͠ JSONԽ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 43 Microservice1 Microservice2 Filebeat Filebeat Elasticsearch Kibana Logstash σʔλͷੵ ՄࢹԽ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ 44 Demo
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ͰͳͥElasticsearchͳͷʁ ElasticελοΫʹΑΔɺऩूɾՃɾੵɾՄࢹԽͷҰ؏ੑ πʔϧͷΈ߹ΘͤΛ໎Θͳ͍͍ͯ͘ Elasticsearchͷෳࡶͳ݅ͰϑΟϧλΛֻ͚ͨ͏͑ͰͷՄࢹԽͳͲ༰қ ʮϩάऩूͱՄࢹԽʯΛతͱͨ͠߹ɺOSSͰଞͷબࢶ͕΄΅ͳ͍ʢ༻ ͰSplunkͳͲ͋Γʣ ʮ࣌ܥྻͷσʔλʯΛѻ͏͍͔ͭ͋͘Δ͕ɺϩάͦͷͷΛѻ͑ Δͷ΄ͱΜͲͳ͍ AWSͷCloud Watch LogsͳͲϩάΛऩू͢Δ͕ɺෳࡶͳϑΟϧλͳͲֻ ͚ΒΕͳ͍ 45
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 4. ϩάͷՄࢹԽ ͰͳͥElasticsearchͳͷʁ ʮ͋ͱ͔Βʯूܭ࣠Λม͑ΒΕΔڧ͞ ࣌ܥྻͷσʔλΛه͢ΔϝτϦΫεπʔϧͰɺͨͱ͑ޙ͔Βʮಛఆͷ Ҭ͔ΒͷΞΫηεʯ͚ͩʹߜͬͨੳͳͲ͕͍͠ ࣄલʹܾΊͨΛੵ͢Δ͜ͱ͕ओతͳͷͰ ϩάϑΝΠϧΛղੳ͢ΔπʔϧͰɺςϥόΠτڃͷղੳΛ͢Δ͜ͱࠔɻ ElasticsearchͳΒݕࡧͷߴ͞ͱ͍͏ྗΛ׆͔ͯ͠ɺूܭ࣠Λม͑ͳ͕Βߴ ʹݕࡧ͕Ͱ͖Δɻ ͭ·Γɺ͍ͬͨΜࡶʹϩάΛElasticsearchʹೖΕ͓͍ͯͯɺ ޙ͔ΒܾΊͨ࣠Ͱੳ͢Δɺͱ͍͏ΞδϦςΟͷߴ͍ରԠ͕औΓ͍͢ 46
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 47 #5 γεςϜϦιʔε ͷՄࢹԽ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 48 ElasticsearchೖΕͨΜͩ͠ ͍ͭͰʹϦιʔεՄࢹԽ͠Α͏ͥ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 5. γεςϜϦιʔεͷՄࢹԽ ԿͷͨΊʹΔͷʁ γεςϜ͕҆ఆՔಇ͍ͯ͠Δ͔ͷѲ CPU༻͕ߴಅ͍ͯ͠ͳ͍͔ʁ ϝϞϦ͕ϦʔΫ͍ͯ͠ͳ͍͔ʁ σΟεΫͷ༰ྔ͕ރׇͯ͠ɺγεςϜఀࢭੇલʹͳ͍ͬͯͳ͍͔ʁ ਖ਼ຯͷɺ͜Εօ͞Μɺ͍ͬͯΔͱࢥ͍·͢ɻ ZabbixɺMackerelɺDataDogɺCloud WatchͳͲɺ ྑ͍πʔϧଟ͋Γ·͢ɻ 49
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 50 ͰɺΞΫηε͕ٸ૿ͨ͠ͱ͖ʹ CPU༻͕ͲΕ͙Β͍ʹͳͬͯ ϨεϙϯελΠϜ͕Ͳ͏ͳ͔ͬͨ ૬ؔΛݟͨ͘ͳ͍ʁ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 51 ElasticsearchͰϦιʔεใ ूΊΕ ϩάใͱϦιʔεใΛ ฒͯ֬ೝͰ͖Δ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 5. γεςϜϦιʔεͷՄࢹԽ ElasticελοΫͰϩάΛՄࢹԽ Elasticsearch ࢄશจݕࡧΤϯδϯɻϩάσʔλΛੵ͢Δɻ͖ͬ͞આ໌͠·ͨ͠ɻ Kibana ՄࢹԽ༻ͷUIɻ͖ͬ͞આ໌͠·ͨ͠ɻ Metricbeat Ϧιʔεใͷऩूπʔϧɻ ϦιʔεใΛಡΈऔͬͯɺLogstashʹసૹ͢Δɻ MySQLPostgreSQLɺRedisɺnginxͳͲͷϛυϧΣΞͷAPIΛୟ͍ͯ ใΛऩू͢Δػೳ͋Δʢࠓճઆ໌͠ͳ͍Αʣ 52
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 5. γεςϜϦιʔεͷՄࢹԽ ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 53 Microservice1 Microservice2 Metricbeat Metricbeat MetricbeatͰ ϦιʔεΛಡΈࠐΈ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 5. γεςϜϦιʔεͷՄࢹԽ ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 54 Microservice1 Microservice2 Metricbeat Metricbeat Elasticsearch Kibana σʔλͷੵ ՄࢹԽ Ճ͠ͳ͍ͷͰ Logstashෆཁ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 5. γεςϜϦιʔεͷՄࢹԽ 55 Demo
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 56 ͱ͜ΖͰɺ ϩάใͱϦιʔεใ͚ͩͰͳ͘ ͦ͜ʹച্ֹۚͳͲฒΕ ɾɾɾ͋ͱ͔Δͳʁ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 57 ”CPUεϖοΫ͕Γͳͯ͘ ΞΫηεΛࡹ͘͜ͱ͕Ͱ͖ͣ ͦͷ͍ͤͰചΓ্͕͛མͪ·ͨ͠”
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 58 γεςϜࢿΛଅ͚ͩ͢ͷ ใΛఏڙͰ͖ΔՄೳੑ͕͋Δ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 59 #6 ՄࢹԽͱKafka
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 60 ݴ͍͔͚ͨͬͨͩͪΌ͏Μ͔ͱ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 61 ࠓճͷՄࢹԽͷ͓͞Β͍
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka Spring Cloud Sleuth + ZipkinͷΠϝʔδ 62 Microservice1 Microservice2 Zipkin Server HTTP Zipkin UI Server
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 63 Microservice1 Microservice2 Filebeat Filebeat Elasticsearch Kibana Logstash
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 64 ͠ZipkinLogstash͕མͪͨΓ ElasticsearchͷΩϟύγςΟΛ ӽ͑ͨΒʁ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 65 ใͷܽམɺͦΕΛ͍͗ͨ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka KafkaΛ༻͍ͨγεςϜͷ҆ఆԽ Apache Kafkaͱ ͻͱ͜ͱͰݴ͏ʮΩϡʔͷΑ͏ͳͷʯ ͨͩ͠աڈ1िؒʢσϑΥϧτઃఆʣͷσʔλΛอ͓࣋ͯ͠Γɺ ͍ͭͰ࠶ૹՄೳ ͍ํ ϚΠΫϩαʔϏε͔ΒZipkinͷؒʹKafkaΛڬΉ BeatsͱLogtashElasticsearchͷؒʹKafkaΛڬΉ 66
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka Spring Cloud Sleuth + ZipkinͷΠϝʔδ 67 Microservice1 Microservice2 Zipkin Server HTTP Zipkin UI Server
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka Spring Cloud Sleuth + ZipkinͷΠϝʔδ 68 Microservice1 Microservice2 Zipkin Server Zipkin UI Server Kafka
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka Spring Cloud Sleuth + ZipkinͷΠϝʔδ 69 Microservice1 Microservice2 Zipkin Server Zipkin UI Server Kafka spring-cloud-sleuth-stream spring-cloud-stream-binder-kafka zipkin-autoconfigure-ui spring-cloud-sleuth-zipkin-stream spring-cloud-stream-binder-kafka
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka Spring Cloud Sleuth + ZipkinͷΠϝʔδ 70 Name artifactId Log HTTP Kafka Sleuth spring-cloud-starter-sleuth Service Sleuth Stream spring-cloud-sleuth-stream Service Zipkin Client spring-cloud-starter-zipkin Service Zipkin Stream spring-cloud-sleuth-zipkin-stream Zipkin Zipkin UI spring-boot-starter zipkin-autoconfigure-ui Zipkin Zipkin Zipkin Server spring-boot-starter zipkin-server Zipkin Stream Kafka spring-cloud-stream-binder-kafka Both
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 71 Microservice1 Microservice2 Filebeat Filebeat Elasticsearch Kibana Logstash
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka ElasticελοΫʹΑΔՄࢹԽͷΠϝʔδ 72 Microservice1 Microservice2 Filebeat Filebeat Elasticsearch Kibana Logstash Kafka
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka ͳͥKafkaΛ͏ͷ͔ʁ େྔͷΞΫηεʹΑΔՄࢹԽγεςϜશମͷఀࢭΛ͙ ElasticsearchLogstash͕աෛՙʹΑΓఀࢭ͢Δ ͦͷؒʹདྷͨϝοηʔδ͕ফࣦͯ͠͠·͏͜ͱΛ͙ LogstashͷઃఆΛमਖ਼ͨ͠ޙʹɺ࠶ૹͰ͖Δ Logstashͷઃఆʹϛε͕͋Γɺύʔεʹࣦഊͯ͠͠·ͬͯɺ ઃఆΛͨ͠͏͑ͰKafka͔ΒऔΓͤਖ਼͘͠గਖ਼Ͱ͖Δ ཁ͢ΔʹՄࢹԽγεςϜͷ҆ఆԽ ՄࢹԽͷॏཁੑ͕͍߹ɺผʹͳͯ͘ྑ͍ ηΩϡϦςΟ༻్ͰՄࢹԽ͢Δ߹ͳͲɺͥͻೖΕ͍ͨΑͶʁ 73
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 6. ՄࢹԽͱKafka Spring Cloud Streamͷྑ͍ྫͱݴ͑Δ Spring Cloud StreamɺҰݟ͢Εʮࣗʹ͋·Γؔͷͳ͍ͷʯͱ ଊ͑ͯ͠·͍͕ͪ ͰࠓճͷՄࢹԽɺશʹSpring Cloud Streamͱಉ͡ྲྀΕʹͳΔ ʮ͜ͷαʔϏεʗϛυϧΣΞΛࢭΊͯɺϝοηʔδΛܽམͤ͞Δ͜ͱͳ ͘ॲཧͰ͖Δ͔ʁʯͱ͍͏ࢹͰߟ͑ΕɺSpring Cloud StreamͷϝϦοτ ͕·ͨݟ͑ͯ͘Δ ༨ஊ͚ͩͲɺBeatsͱLogstashͷؒόοΫϓϨογϟʔܕͷಠࣗϓϩ τίϧͳͷͰɺ͜͜Λਅʹߟ͑ΔͱɺόοΫϓϨογϟʔͷϝϦοτ ·ͨݟ͑ͯ͘Δɻͦͷ·͍ͨͣΕʂ 74
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. 75 ·ͱΊ
Copyright © Acroquest Technology Co., Ltd. All rights reserved. Copyright
© Acroquest Technology Co., Ltd. All rights reserved. ·ͱΊ DevܥSpring Cloud Sleuth + ZipkinʹΑΔ αʔϏεґଘੑͷՄࢹԽΛ͙͢Δ͖ OpsܥElasticελοΫΛͬͯϩάͷՄࢹԽΛ ͙͢Δ͖ োγεςϜఀࢭ͕ى͖Δ͜ͱେલఏͱͯ͠ɺ KafkaΛ༻͍ͨ҆ఆԽΛݕ౼͢Εɺ ؾ͍ͮͨΒSpring Cloud StreamόοΫϓϨογϟʔͷ ϝϦοτ͕͔ΔΑ͏ʹͳΔΑʂ 76
Copyright © Acroquest Technology Co., Ltd. All rights reserved. 77
Enjoy visualizing your Spring Cloud Applications!