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containers-on-aws
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ryo nakamaru
September 08, 2016
Technology
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containers-on-aws
Microservices Meetup vol.3 で発表した「AWS loves Docker」の資料です。
ryo nakamaru
September 08, 2016
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Transcript
AWS Docker Microservices Meetup vol.3 2016/09/08
@pottava SUPINF Inc. Docker Administration and Operations (AWS Certified) SA,
DevOps Engineer Pro 2
ޮՌతͳಋೖɾӡ༻ͷͨΊͷ Amazon Web Services ׆༻ೖ 2016/08/01 ίϯςφؔ࿈αʔϏεͰ͋Δ ECSɺECR ͦͷଞ CloudFrontɺACMɺAPI
Gateway IAMɺAWS WAFɺCloudFormation ॻ͖·ͨ͠ɻ 3
http://jawsug-container.connpass.com/ ECS Λத৺ʹɺAWS Ͱͷίϯςφӡ༻Λߟ͍͑ͯ·͢ 4
http://jawsug-ai.connpass.com/ AI ϚΠΫϩαʔϏεͱͯ͠औΓࠐΜ͡Ό͍·͠ΐ͏ʂ 5
גࣜձࣾεϐϯϑ ΞΠσΟΞΛ͔ͨͪʹʂ + 6
https://www.supinf.co.jp/service/dockersupport/ Comfy for Docker ϓϩδΣΫτͷ Docker ಋೖɾ։ൃࢧԉɾӡ༻ࢹߦΛ͍ͨ͠·͢ɻ ʢGCP / Azure
ͪΖΜରԠ͍ͯ͠·͢ɾɾʣ http://prtimes.jp/main/html/rd/p/000000007.000007768.html 7
Ͱ 8
ɹAWS (Docker) Containers 9
͓͍͑ͨ͜͠ͱ 1. AWS ʹίϯςφࢧԉػೳͨ͘͞Μ͋ΔΑ 2. Γ͍ͨ͜ͱʹԠ͍ͯ͡ΖΜͳߏ͋Γ·͢ 10
͓͢͠Δ͜ͱ 1. AWS ͷίϯςφؔ࿈αʔϏε֓ཁ 2. جຊతͳߏɾߋ৽ྫ 2.1. ECSɻ 2.2. ElasticBeanstalkɻ
2.3. CodeDeployɻ 3. AWS ͷϚΠΫϩαʔϏεࢧԉαʔϏε 4. ϑΣʔζผͷߏྫɾࣄྫ 4.1. ։ൃڥ 4.2. ධՁڥ 4.3. ຊ൪ڥ 11
1. AWS ͷίϯςφؔ࿈αʔϏε֓ཁ 12
EC2 Amazon Elastic Compute CloudɻԾαʔόɻ [ Ϣʔεέʔε ] • Docker
ͷ swarm Ϟʔυ Kubernetes Λ͍͍ͨ • Docker ϨδετϦΛࣗલͰӡ༻͍ͨ͠ • อकʢʁʣओʹ SSH ͷओઓɻ [ ಛ ] • Ϋϥελཧπʔϧɺαʔόىಈ↑ӡ༻ෛՙ↑ • ͱ͍͑ɺͳΜͰͰ͖Δ. 13
ECS EC2 Container Serviceɻίϯςφཧɻ [ Ϣʔεέʔε ] • λεΫ͝ͱͷదͳݖݶઃఆ +
εέʔϧ AWS ʹ͍ͤͨ • ࠷େݶϦιʔεΛޮతʹ͍ɺۃྗίετΛ͍͑ͨ. [ ಛ ] • Ϛωʔδυ͞ΕͨΫϥελʔϚωʔδϟɻӡ༻ෛՙ͕͍. • Service Auto Scaling AZ Λҙࣝͨ͠ ࣗಈεέʔϧ • ALB ͱͷΈ߹ΘͤͰಈతϙʔτϚοϐϯά࣮ݱ • λεΫεέδϡʔϥΛࣗ༝ʹೖΕସ͑ΒΕΔ. 14
name EC2 Container Service (ECS) Google Container Engine (GKE) Azure
Container Service (ACS) based on - Kubernetes DC/OS or Docker swarm unit λεΫ Pod Service 15 ࢀߟʣίϯςφཧ͓͓·͔ͳൺֱ
ElasticBeanstalk (EB) Heroku తͳࢠɻ [ Ϣʔεέʔε ] • ίϯςφطଘͷ EB
ΞϓϦಉ༷ʹӡ༻͍ͨ͠ [ ಛ ] • ECS ͷλεΫͱ࣮ͯ͠ߦ͞ΕΔ → ECS ͷΑ͞ΛҰ෦׆͔ͤΔ • ҰํͰ ECS ͷλεΫఆٛɺίϯςφ্ݶ 10 ʹΑΔ੍ • ElasticBeanstalk ͷ֤छػೳ͕͑ΔʂڥΫϩʔϯͳͲ • εέʔϧαʔό୯Ґ. 16
ALB / ELB Application Load Balancer (L7) / Elastic Load
Balancing (L4, L7)ɻϩʔυόϥϯαɻ [ Ϣʔεέʔε ] • ίϯςφͷલʹ͓͖͍ͨ • ECS ͷಈతϙʔτϚοϐϯάΛ͍͍ͨ ( ALB ) • DC/OS Docker for AWS ͳͲͰཧϊʔυͷ HTTPS, SSH [ ಛ ] • ٸܹͳෛՙ͕༧͞ΕΔͱ͖ஆؾਃ • VPC ෦ͷϩʔυόϥϯαͱͯ͠࡞Մೳ NEW 17
ECR EC2 Container RegistryɻDocker ϨδετϦɻ [ Ϣʔεέʔε ] • Docker
Hub ͷ͕ෆຬɻ౦ژʹ΄͍͠ʂ • ΞΫηε੍ޚ͍͚ͨ͠Ͳࣗલཧݏ. [ ಛ ] • Ϛωʔδυ͞Εͨ Docker ϨδετϦɻӡ༻ෛՙ͕͍. • IAM ͱ౷߹͞Ε͍ͯͯɺΞΧϯτ/Ϣʔβࢦఆͷղ์ָ͕ • ΦϑΟε GCP ͳͲ AWS ֎͔Βར༻Մೳ • github.com/awslabs/amazon-ecr-credential-helper 18
S3 ߴػೳͳετϨʔδαʔϏεɻϑΝΠϧஔ͖ɻ [ Ϣʔεέʔε ] • docker save ͰੜͰ͖Δ tar
ΞʔΧΠϒͷอɾ ʢDocker ΠϝʔδͰ͠ʹ͍͘ঢ়گͳͲͰͱͯศརʣ • ൿಗใΛอɾ͍ͨ͠. • ίϯςφ֎ʹӬଓԽ͍ͨ͠σʔλ͕͋Δ. [ ಛ ] • σʔλͷ҉߸ԽΦϓγϣϯ͕๛. • IAM ͱͷ࿈ܞͰίϯςφ͔ΒͷΞΫηε੍ޚ༰қ 19
CodeDeploy σϓϩΠࣗಈԽͷΈʹಛԽͨ͠αʔϏεɻ [ Ϣʔεέʔε ] • docker pull ͚ͩͰͳ͘ɺsave &
load ͍͍ͨ • ωΟςΠϒͳ docker-compose swarm ͰσϓϩΠ͍ͨ͠ • σϓϩΠલޙʹ͋Μͳॲཧ͜ΜͳॲཧΛؾܰʹ͞Έ͍ͨ [ ಛ ] • ΦϯϓϨʹ͋Δαʔόʹରͯ͑͠Δ • Healthy Ͱ͍ͯ΄͍͠ / ׂ߹ Λࢦఆͯ͠σϓϩΠ 20
2. جຊతͳߏɾߋ৽ྫ 21
ECS 22 ࠷খߏ: ECR ECS EC2 Ϣʔβ
ECS 23 ڥߋ৽: ECR ECS EC2 ᶃ docker push ᶄ
λεΫఆٛߋ৽ & ɹ Service ߋ৽ͳͲ ᶅ ΤʔδΣϯτʹࢦࣔ ΤϯδχΞ Ϣʔβ ᶆ docker pull ᶇ σϓϩΠ
ECS with ALB / ELB AWS CLI Ͱͷߋ৽ྫɻʢECS CLI ݱঢ়ಛఆ༻్͔ͳ..ʣ
1. docker build & push > ECR etc..ɻ 2. λεΫఆٛॻ͖͑ 3. aws ecs register-task-definitionɻ 4. aws ecs update-serviceɻ εέʔϧͤ͞ΔͳΒϩʔυόϥϯαΛɻ ECS αʔϏεσΟεΧόϦ ALB / ELB Ͱߦ͏ࢥɻ 24
ECS: ಈతϙʔτϚοϐϯά • λεΫఆٛ ͷ Host ଆ Port ʹ 0
Λࢦఆ • Service ͷϩʔυόϥϯαʹ ALB Λࢦఆ • ίϯςφଆ Port ͱҰக͢Δ TargetGroup ΛׂΓͯ NEW 25
• ͨͱ͑ EC2 ͕ 1ͰɺService DesiredCount > 1 Մೳ •
ྫ͑ 5 ʹ͢Δͱ͜͏ͳΔ • TargetGroup ͷ Targets ݡ͘ɺউखʹ͜͏ͳΔ ECS: ಈతϙʔτϚοϐϯά NEW 26
ײ • Port ͕λεΫεέδϡʔϧ্ͷ੍͔Β֎Εͨʂʂ • ཁ݅ʹԠͯ͡ docker swarm (+ CodeDeploy)
ͱൺֱݕ౼ - ͍ͣΕແఀࢭͰͷϩʔϦϯάΞοϓσʔτ͕Մೳ - ͨͱ͑ EC2 1Ͱ͋ͬͯʂ • ͍ͭʹ͜ͷ͕དྷͨɻ • ײྦ ECS: ಈతϙʔτϚοϐϯά NEW 27
ElasticBeanstalk 28 ࠷খߏ: EC2 ECR EB ECS Ϣʔβ
ElasticBeanstalk 29 ڥߋ৽: EC2 ECR EB ᶃ docker push ΤϯδχΞ
Ϣʔβ ᶈ docker pull ᶉ ϩʔϦϯά Ξοϓσʔτ S3 ᶄ S3 ʹ bundle.zip సૹ ᶅ όʔδϣΞοϓ & ڥߋ৽ ʢEB ͷߋ৽ύλʔϯෳʣ ECS ᶆ λεΫߋ৽ ᶇ ΤʔδΣϯτ ɹʹࢦࣔ
ElasticBeanstalk: ෳίϯςφڥ AWS CLI Ͱͷߋ৽ྫɻʢEB CLI ͳΒߋʹγϯϓϧʣ • source-bundleɻ -
.ebextensionsɻ - foo.configɻ - bar.configɻ - Dockerrun.aws.json : ඞཁʹԠͯ͜͡ΕΛͭΒͭΒॻ͖͑.. 1. source-bundle Λ zip ͰݻΊͯ S3 ʹసૹ 2. aws elasticbeanstalk create-application-versionɻ 3. aws elasticbeanstalk update-environmentɻ 30
ElasticBeanstalk: ෳίϯςφڥ EB × Dockerɺ͚ͬ͜͏·Δਓଟ͍ʁ • CloudInfra Podcast ( https://cloudinfra.audio/
) #nobolycloud ͷ Track 8 ෳίϯςφ Docker ڥͷͭΒΈ͕ޠΒΕ͍ͯΔ.. • ࣾͰ͋ͬͨ·Γࣄྫ: - λεΫʹఆٛͰ͖Δίϯςφ্ݶ 10 ɹˠ ΓΛಉ͡ϗετ্ʹखಈ / ECS Ͱىಈ ɹˠ EB ͷσϓϩΠ͕ 2 ճʹ 1 ճίέΔ - AWS CLI ͔Βͷ EB ॳճ࡞࣌ɺγϯάϧΠϯελϯεΛ ɹɹ ࢦఆ͍ͯ͠Δͷʹ ELB ͕ੜ͞ΕΔ͜ͱ͕͋ΔʢṖʣ • EB ͷ AutoScale ECS ͷΑ͏ʹΫϥελج४Ͱͳ͘ɺ(ry 31
CodeDeploy 32 ࠷খߏ: EC2 S3 CodeDeploy Ϣʔβ
CodeDeploy 33 ڥߋ৽: EC2 S3 CodeDeploy ᶃ docker save ͨ͠
tar ͱ ɹ appspec.yml Λసૹ ᶄ CodeDeploy ʹ ɹ S3 ར༻ͷσϓϩΠΛࢦࣔ ᶅ ΤʔδΣϯτʹࢦࣔ ΤϯδχΞ Ϣʔβ ᶆ σʔλऔಘ ᶇ σϓϩΠ
CodeDeploy with docker ڥߋ৽ͷجຊɻ 1. CircleCI GitLab CI Ͱಛఆϒϥϯνʹ
push / λά͕͍ͭͨΒ 2. Docker Πϝʔδੜͯ͠ɺςετ͕௨ͬͨΒ - docker save ͨ͠ tar ࠐΈͰ CodeDeploy ༻ͷ S3 ʹసૹ - ·ͨ ECR ʹ docker push + appspec.yml ͳͲΛ S3 ʹసૹ 3. CodeDeploy ʹσϓϩΠࢦࣔ 4. ApplicationStop ϑοΫͰ docker rm -f name 2>/dev/null || true 5. ApplicationStart ϑοΫͰ docker load / run -d -p 80:80 .. 34
CodeDeploy with docker-compose 35 ϩʔΧϧͱಉ͡ؾ͕ܰ͞΄͍͠ɻ 1. ಉ্ 2. docker-compose.yml
zip ʹೖΕͯ S3 ʹసૹ 3. ಉ্ 4. ApplicationStop ϑοΫͰ docker-compose rm -f 5. ApplicationStart ϑοΫͰ docker-compose up -d
EC2 1ͰແఀࢭΞοϓσʔτ͍ͨ͠ɻ 1. ಉ্ 2. with docker ͱಉ༷ 3. ಉ্
4. ApplicationStop ෆཁ 5. ApplicationStart ϑοΫͰ - ͢ͰʹՔಇαʔϏε͕͋Ε docker service update ʢ͜ͷͱ͖ docker ΠϝʔδΛ࠷৽ʹߋ৽͢ΔͨΊͷΛʂʣ ʢECR ͳΒ @sha256:.. Ͱͷϋογϡࢦఆ͕ݸਓతʹΦεεϝʣ - ͳ͚Ε docker service create --name web -p 80:80 --replicas 2 .. CodeDeploy with docker swarm 36
CodeDeploy ಋೖ Tips 37 • CI αʔό༻ͷ IAM Ϣʔβʹ -
https://circleci.com/docs/continuous-deployment-with-aws-codedeploy/ ɻ - ECR Λܦ༝͢Δ߹͜͜ͷ IAM ʹ ECR ͷཧݖݶΛՃ • CodeDeploy ͷσϓϩΠʹ S3 Λ͏ͱ͖ - EC2 ʹ AmazonS3ReadOnlyAccess ͳͲͷϩʔϧΛ • CodeDeploy ͷσϓϩΠʹ ECR Λ͏ͱ͖ - EC2 ʹ AmazonEC2ContainerRegistryReadOnly ͳͲͷϩʔϧΛ - github.com/awslabs/amazon-ecr-credential-helper ɻ - github.com/pottava/dockerized-ecr-credential-helper ɻ • Docker swarm ϞʔυΛ͏ʹ - Docker 1.12 ͕ඞཁͳͨΊɺAMI ʹ CentOS 7 / Ubuntu 14.04 ͳͲΛ
3. AWS ͷϚΠΫϩαʔϏεࢧԉαʔϏε ʢݸਓతղऍʹجͮ͘ʣ 38
ߴػೳͳίϯςϯπ৴ɻ [ ཱͭػೳ ] • ៛ີʹઃఆͰ͖ΔΩϟογϡઃఆ • cookie ΛؚΉಈతίϯςϯπʹ҆৺ͯ͑͠Δઃܭ •
ෳΦϦδϯͰɺϚΠΫϩαʔϏεΛ౷߹Ͱ͖Δ [ ಛ ] • ͱʹ͔͘ߴʹϨεϙϯε͢ΔͨΊͷ๛ͳػೳ ʢੈքதͷΤοδϩέʔγϣϯɺΩϟογϡɺTCPɾTLS ࠷దԽͳͲʣ CloudFront 39
ࠓேൃදɺɹॕ HTTP/2 ରԠ CloudFront 40 NEW
ར༻ྫ: CloudFront AWS WAF CloudFront ACM ECS / ElasticBeanstalk ELB
/ ALB EC2 https://www.service.com/ https://assets.service.com/ ʢSSL / TLS ূ໌ॻʣ ʢCDNʣ ʢίϯςφΫϥελཧʣ ʢϩʔυόϥϯαʣ ʢԾαʔόʣ S3 AWS Lambda ʢ੩తϑΝΠϧʣ ʢ࣮ؔߦج൫ʣ API Gateway ʢAPI ཧʣ ʢWeb ΞϓϦέʔγϣϯϑΝΠΞΥʔϧʣ * https://api.service.com/v1/mobies/ https://api.service.com/v1/users/ 41
API Gateway API ͷͨΊͷଟ༷ͳػೳΛͬͨήʔτΣΠɻ [ ཱͭػೳ ] • ෳͷ API
Λ·ͱΊΔΧελϜυϝΠϯػೳ • IAMɺLambdaɺCognito UserPools ͷ͍ͣΕ͔ʹΑΔೝՄ • API ΩʔผͷεϩοτϦϯάͱϦΫΤετΫΥʔλ੍ݶ • Τϥʔ࣌ͷࢦؔతޙୀΞϧΰϦζϜʹରԠͨ͠ SDK ͷ ref) http://docs.aws.amazon.com/ja_jp/general/latest/gr/api-retries.html [ ಛ ] • CI / CD Ͱ҆৺ͷϥΠϑαΠΫϧཧ • ख࡞ۀͰͷઃఆͭΒ͍ɻSwagger.. 42
ར༻ྫ: AWS WAF CloudFront ACM ECS / ElasticBeanstalk S3 ELB
/ ALB EC2 ʢԾαʔόʣ API Gateway AWS Lambda ʢ࣮ؔߦج൫ʣ API Gateway ʢAPI ཧʣ * *αʔϏεϓϩΩγɻDynamoDB ͷ GetItem PutItem ͳͲ IAM ͷ actions Ͱݟ׳Εͨ AWS ֤αʔϏεͷΞΫγϣϯΛ API Gateway ͔Βୟ͚Δػೳɻ ʢϩʔυόϥϯαʣ https://api.service.com/v1/mobies/ https://api.service.com/v2/users/ https://api.service.com/v1/users/ 43
Serverless ͷՐ͚ɺFunction as a Serviceɻ [ ཱͭػೳ ] • Cognito
Sync CloudWatch Logs ͳͲ͔Βͷ࣮ߦ • εέδϡʔϧ࣮ߦ [ ಛ ] • Մ༻ੑεέʔϥϏϦςΟ AWS ʹ͓ͤ • ରԠαʔόϨεϑϨʔϜϫʔΫଟɻซ༻ΦεεϝͰ͢ • ެࣜ: ChaliceʢPythonʣ/ Flourishʢެ։ͪ..ʣ • Serverless: API Gateway ͱΈ߹Θͤ HTTP αʔόΛ؆୯ʹ࡞ΕΔ • Apex: Go ݴޠͰॻ͚ΔɻLambda ͷΈͷཧ • Lamvery: KMS ରԠ͍ͯͯ͠ૉఢ Lambda 44
Ϣʔβཧʁ 45
ϢʔβཧೝূɺϢʔβσʔλͷσόΠεؒಉظɻ [ ཱͭػೳ ] • UserPools: AWS ϚωʔδυͳϢʔβཧػೳ • Federated
Identities: ID ϓϩόΠμΛ௨ͨ͡ AWS Ϧιʔεͷ҆શͳΞΫηε • Sync: ϢʔβσʔλͷอଘɺσόΠεؒͰಉظ [ ಛ ] • ֎෦ ID ϓϩόΠμʢFacebook ͳͲʣͱ؆୯ʹ࿈ܞͰ͖Δ • Lambda Λ͍ॊೈʹΧελϚΠζͰ͖Δ Cognito 46
Cognito Cognito UserPools ະೝূ Facebook Google+ Twitter Amazon.com .. Federated
Identities Authenticated Unauthenticated NEW Cognito Streams Cognito Events ϓογϡಉظ 47
.. Cognito Federated Identities ͍ͣΕ͔ͰϩάΠϯͨ͠Β ↓ ະϩάΠϯͳΒ ↓ AWS Ͱ͜Ε͍͍ͬͯΑʂ
AWS Ͱ͜Ε͍͍ͬͯΑʂ มΘͬͨϢʔβσʔλ ͜ΕͩΑ Ϣʔβσʔλ͕ มߋ͞ΕͨΑʂ ଞͷσόΠεʹ σʔλಉظͯ͠ʂ Authenticated Unauthenticated 48
ར༻ྫ: AWS WAF CloudFront ACM ECS / ElasticBeanstalk S3 ELB
/ ALB EC2 Cognito Cognito ͱ࿈ܞͯ͠Ϣʔβใऔಘ AWS Lambda Cognito ͱ࿈ܞ API Gateway CognitoʢϢʔβೝূɾཧʣ * https://www.service.com/ https://api.service.com/v1/mobies/ https://api.service.com/v2/users/ https://api.service.com/v1/users/ Cognito Ͱೝূ͞Εͨਓ͚ͩڐՄʂ *αʔϏεϓϩΩγɻDynamoDB ͷ GetItem PutItem ͳͲ IAM ͷ actions Ͱݟ׳Εͨ AWS ֤αʔϏεͷΞΫγϣϯΛ API Gateway ͔Βୟ͚Δػೳɻ 49
Cognito UserPools ʹΑΔೝূɻϢʔβใͷอ҆৺ɻ Ϣʔβొ αΠϯΠϯ ύεϫʔυมߋ ʢฐࣾࣄྫʣ 50
AWS ϦιʔεΞϓϦέʔγϣϯͷϞχλϦϯάɻ [ ཱͭػೳ ] • ΞϥʔϜ: ECS ͷ Service
Auto Scaling ͕ઃఆͰ͖Δ • CloudWatch Logs: Docker ͷϩάυϥΠόʹରԠࡁɺͱͯศར • Events: ಛఆͷλΠϛϯάͰ Lambda ΛىಈͰ͖Δ [ ಛ ] • ϝτϦοΫεσʔλͷอଘظؒ 2 िؒ • Logs ͷอ࣋ظؒσϑΥϧτͰແظݶ CloudWatch 51
IAM AWS ϢʔβͱϦιʔεͷણࡉͳΞΫηε੍ޚɻ [ ཱͭػೳ ] • ݖݶཧʢEC2 Πϯελϯε /
ECS λεΫ୯ҐͰ੍ޚՄೳʣ • Cognito API Gateway Λซ༻͠ɺαʔϏεͷΞΫηεΛ੍ޚ [ ಛ ] • ΄ͱΜͲͷ AWS αʔϏε͕ IAM ʹରԠࡁ • Policy Simulator ΞΫηεΞυόΠβͰΑΓηΩϡΞͳઃఆ 52
σʔλͷ҉߸Խʹ͏Ωʔͷཧɻ [ ཱͭػೳ ] • ൿಗใͷཧʢ+ DynamoDB → github.com/fugue/credstash etc.
ʣ • ҉߸ԽΩʔ ID ͷΈΛڥมͰίϯςφʹ͢ͳͲ [ ಛ ] • 伴Λ͏ݖݶͷͳ͍ਓ͔ΒใΛकΔ͜ͱ͕Ͱ͖Δ • CloudTrail Λ༗ޮʹ͢ΕɺΩʔͷ༻ͯ͢ϩάʹΔ KMS 53
4. ϑΣʔζผͷߏྫɾࣄྫ Suzie Prince Head of Product, ThoughtWorks Products 54
ϩʔΧϧ։ൃڥ: ໌.. http://m3-engineer.connpass.com/event/36062/ ʮ։ൃڥͷ Docker Խύλʔϯूʯ@pottava 55
ͲΜͳڥͰɺئΘ͘ • Ҋ݅͝ͱʹՄ༻ੑɾΞΫηε੍ޚɾίετͳͲͰߏΛܾΊ͍ͨ • Infrastructure as Code ͳɺόʔδϣϯཧ͞Εͨੈքʹ͍ͨ͠ • ΠϯϑϥΞϓϦ
git push Ͱڥߋ৽͍ͨ͠ ɹʢͨͩ͠Πϯϑϥͷͯ͢ΛɺͱݴΘͳ͍ʣ • No more SSHɻ • ֤ਓͷׂʹԠͯ͡ɺΕΔ͜ͱΛ੍ݶ͍ͨ͠ → IAM Role • ୭͕ԿΛͨ͠ͷ͔Ѳ͍ͨ͠ → CloudTrail 56
ҎԼɺҰྫ 57
։ൃڥ • Մ༻ੑɿଟগͷμϯλΠϜڐ༰͢Δ • ΞΫηε੍ޚɿҰൠެ։͠ͳ͍ɺϓϩδΣΫτʹΑͬͯෳࡶ • ίετɿ࠷খߏͰ͓ئ͍͠·͢ɻ 58
։ൃڥ ฐࣾࣄྫ: ECS ෳϓϩδΣΫτɺςετڥಥͬࠐΈ͍͢ɻ • ALB / ELB ΘͣɺEC2 1ߏ
• Minimum healthy percent: 0, Maximum percent: 100 Ͱμϯڐ༰ 59 EC2 ᶃ ߋ৽ࢦࣔ ᶄ docker pull ECS ECR
։ൃڥ ฐࣾࣄྫ: ElasticBeanstalk EB ʹ׳Ε͍ͯΕൺֱతಋೖ͍͢͠Ͱ͢ɻ • ECS Λϥοϓͯ͠Ӆṭ͍ͯ͠ΔͷͰɺֶशίετҰݟ͍ • τϥϒͬͨ࣌ͳͲ
ECS ίϯιʔϧ݁ہ։͘͜ͱ͠͠.. 60 EB ᶃ λεΫߋ৽ EC2 ᶄ ߋ৽ࢦࣔ ᶅ docker pull ECS ECR
։ൃڥ ฐࣾࣄྫ: CodeDeploy ΘΓͱͳΜͰͰ͖Δ͕ɺγΣϧܳײ൱Ίͳ͍ɾɾ • ϩʔΧϧڥಉ༷ docker-compose ͕ͦͷ··͑Δͷ͏Ε͍͠ • The
Twelve-Factor App ײɺߴΊΒΕΔɻߴ·Δʔ • ັͷΦϯϓϨར༻.. 61 S3 CodeDeploy EC2 ᶃ ߋ৽ࢦࣔ ᶄ σʔλऔಘ
ຊ൪ڥ • Մ༻ੑɿॏཁɻσϓϩΠ࣌μϯλΠϜڐ༰͠ͳ͍ • ΞΫηε੍ޚɿηΩϡϦςΟରࡦɺAPI ܥͷೝূɾೝՄ • ίετɿϩʔυόϥϯαࣗಈεέʔϧߟྀʹೖΕͯ OK 62
ຊ൪ڥ ฐࣾࣄྫ: ECS + ALB ಈతϙʔτϚοϐϯάͰߋʹίετݮͰ͖·ͨ͠ɻ • ίϯςφஔ্ɺϙʔτ͕ͭΒ͔ͬͨ → ղফʂ
• ϩάϩάυϥΠόܦ༝Ͱͯ͢ CloudWatch Logs ʹ 63 EC2 ECR ALB ECS S3 CloudWatch CloudFront AWS WAF + ACM +
ຊ൪ڥ ฐࣾࣄྫ: Microservices AWS ͷϚωʔδυαʔϏεΛଟ༻ɻ • CognitoɺLambdaɺAPI GatewayɺKinesisɺSES • ALB
ͷύεϕʔεϧʔςΟϯάʢ /auth ͷΈผαʔϏεͳͲʣ • ίϯςφىಈ࣌ʹ͢ڥมͰڍಈɺԠΛ੍ޚ • Sentry ͳͲΤϥʔτϨʔεख๏ΫοΫύου͞ΜΛࢀߟʹ 64
ຊ൪ڥ ฐࣾࣄྫ: DC/OS (Mesos) ෳࡶͳ෦௨৴ʹ ELB Ҏ֎ͷબࢶɻ • ELB ͷ࣍ϨΠϠʹ
Marathon-LBɺͦͷԼʹϚΠΫϩαʔϏε • Marathon-LB: ϗετ໊ HTTP ϔομͰϧʔςΟϯά • ͍ۙকདྷ GPU ରԠͷਪϚΠΫϩαʔϏεೖͨ͘͠.. ʢECS ͰͰ͖Δ͕.. ઌ Apache Mesos v1.0 ౸ୡɺGPU ਖ਼ࣜαϙʔτʣ 65 Master ELB Public Agent Private Agent
AWS ެࣜͰͷࣄྫ 66
• ΫϨδοτΧʔυॅϩʔϯʹڧΈΛͭΞϝϦΧͷۜߦɻ • ALB Ͱ API Λ·ͱΊͨΓɺίετݮͰ͖ͨɻݩʑ AWS Ϣʔβɻ Capital
OneʢECS + ALB ࣄྫʣ 67 https://aws.amazon.com/jp/blogs/compute/microservice-delivery-with-amazon-ecs-and-application-load-balancers/
• ੈքதͷେֶͱڠྗɺ͍͔ͭ͘ΛແঈͰΦϯϥΠϯ্ʹఏڙ͍ͯ͠Δɻ • δϣϒΛ Docker ͰϚΠΫϩαʔϏεʹׂɺECS Ͱεέδϡʔϧɻ CourseraʢECS ࣄྫʣ 68
https://aws.amazon.com/jp/solutions/case-studies/coursera-ecs/
• EC αΠτͷʮ͜ͷΛങͬͨਓ͜Μͳ͍ͯ͠·͢ʯ • σΟʔϓϥʔχϯάͷ OSS * ͚ͩͰͳ͘ɺࣗࣾͷߏࣄྫެ։ɻ Amazon.comʢECS +
EMR ࣄྫʣ 69 http://aws.typepad.com/sajp/2016/07/generating-recommendations-at-amazon-scale-with-apache-spark-and-amazon-dsstne.html * Amazon DSSTNE: https://github.com/amznlabs/amazon-dsstne
֤ϗετͰඞͣىಈ͍ͤͨ͞ίϯςφ͕͋Δ ʢϞχλϦϯάɺvolume / network ϓϥάΠϯͳͲʣ [ AWS αʔϏε ] •
ECS: UserData Ͱ aws ecs start-task Λར༻ ref) http://docs.aws.amazon.com/ja_jp/AmazonECS/latest/developerguide/start_task_at_launch.html • ElasticBeanstalk: جຊతʹͦ͏ಈ͘ [ ͦͷଞ ] • Docker swarm Ϟʔυ: --mode global ͰαʔϏεੜ • Mesos/Marathon: UNIQUE ੍Λ͚ͭͯαʔϏεੜ • Kubernetes: DaemonSet Λ͏ ࢀߟʣon every node 70
ࢀߟʣAWS Ͱͷ DevOps • ܧଓతσϓϩΠ • AWS API Λͬͯࣗલ CI
αʔό͔Βͷࣗಈద༻ • Code 3ܑఋͱ֎෦αʔϏε࿈ܞ • αʔϏεམͪΔ • Route53ɺALB / ELB ͰͷϔϧενΣοΫ • CloudFront S3 ͰͷιʔϦʔ / Τϥʔϖʔδઃఆ • ECSɺAutoScaling Ͱͷࣗಈ෮چ • ΠϯϑϥϨΠϠΠϛϡʔλϒϧʹ • CloudFormation ςϯϓϨʔτ / αʔυύʔςΟπʔϧ܈ • ECSɺElasticBeanstalkɺAPI Gateway ͳͲͷόʔδϣχϯά • ΠϯϑϥϨΠϠ Docker Λҙࣝ͢Δ • IAMʢಛʹϩʔϧʣ/ VPC / SecurityGroup ͷݟ͠ • ϚωʔδυαʔϏεͷಋೖ 71
• Docker ࣾɺAWS ༻ swarm Ϋϥελಋೖπʔϧɻεέʔϧ؆୯ɻ • αʔϏεΛఆٛ͢Δͱ ELB ͷ֘ϙʔτ͕ͦΕʹࣗಈਵ͢Δʂ
• Γͳ͍ͱ͜ΖΈΜͳͰ Docker ࣾʹཁΛʙ ࢀߟʣDocker for AWS 72
͝૬ஊ͓ؾܰʹͪ͜Β·Ͱ.. <