Container and Test Automation Management Practices in TrendMicro
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The document discusses containerization and test automation practices at Trend Micro. It describes how the company uses containers, Kubernetes, and related tools to improve their continuous delivery processes. Key practices include using TestRail for test case management and automatically syncing test cases with a robot framework; implementing blue/green deployments in Kubernetes for faster, safer releases; leveraging Kubernetes features like configmaps, secrets, and ingress for configuration management and routing; and monitoring containerized services with Prometheus and Grafana. Testing is also containerized for easier replication of environments and parallel test execution.
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- 12. © 2019 Trend Micro Inc.12 Automation Testing Framework • Robot Framework – Python Based – Keyword – Tags for filtering • Case category • TestRail Case id
- 13. © 2019 Trend Micro Inc.13
- 14. © 2019 Trend Micro Inc.14 Case Synchronization On git change
- 15. © 2019 Trend Micro Inc.15 Case Synchronization TestRail Section Path Case ID
- 16. © 2019 Trend Micro Inc.16 Case Synchronization • Sync target – Case Title – Case ID – Customized Attributes • Sync options – direction (From robot or TestRail) – mode (Create or delete cases if not existed)
- 17. © 2019 Trend Micro Inc.17 Case Skeleton Creation • Generate a robot file with the skeletons of the test cases – Title – ID, customized attributes – Steps as comments – Force Fail
- 18. © 2019 Trend Micro Inc.18 Auto Test Plan (Run) • Test report before going production
- 19. © 2019 Trend Micro Inc.19 Auto Test Run Create Test Plan Create Test Run Update Test Results
- 20. © 2019 Trend Micro Inc.20 Container + k8s Practice
- 21. Before Containerization Load Balancer Machine 1 Machine 2 Machine 4Machine 3 Load Balancer Machine 1 Machine 2 Machine 4Machine 3 Tech Operator
- 22. © 2019 Trend Micro Inc.22 Before Containerization • Server Provision 1 or 2 weeks later … Request for new server Tech Operator CentOS 7 Python 3.6 Python 2.7 ?
- 23. © 2019 Trend Micro Inc.23 Containerization • Infra as code Service A Service B Service C YAML Files
- 24. © 2019 Trend Micro Inc.24 Deployment Requirements
- 25. © 2019 Trend Micro Inc.25 Before Containerization • Rolling Update – Old and new version might be published in the same time – Bind and Unbind – Time consuming Tech Operator QA Please unbind machine group 1 Group 1 has been unbound 3 min later … QA Deploy and test group 1 … Please bind machine group 1 Group 1 has been bound 3 min later … …
- 26. © 2019 Trend Micro Inc.26 Containerization • Blue Green Deployment – Time Saving • Switching pod selector – Easy to recover • Scale up/down pod replica k8s service pod selector Replica = 2 Replica = 0
- 27. © 2019 Trend Micro Inc.27 Before Containerization • Single Point Test – Every machine needs to be checked individually
- 28. © 2019 Trend Micro Inc.28 Containerization • No need for Single Point Test – All pods are replicas • k8s Configmap – Light weight deploy – Central Management • Only one replica Configmap A
- 29. © 2019 Trend Micro Inc.29 Containerization • Auto Scaling • Health Assurance k8s deployment Replica = 4 Running RunningRunning Exit Container Creating
- 30. © 2019 Trend Micro Inc.30 Containerization • Service / Machine – Microservice Friendly – Light way deployment – Cost down (10 -> 2 nodes) Service A Service B Service C Standby
- 31. © 2019 Trend Micro Inc.31 • Each environment needs individual Cname Before Containerization service-stage.trendmicro.comservice-beta.trendmicro.com Service A Service B Service C Service A Service B Service C
- 32. © 2019 Trend Micro Inc.32 • Ingress – No need to build individual k8s for every environment – Services are mapped by routes • Dev/QA • Beta/Stage • Production Containerization service-test.iam.trend.com /beta/login/ /stage/login/
- 33. © 2019 Trend Micro Inc.33 k8s Secrets • sensitive data
- 34. © 2019 Trend Micro Inc.34 CI Flow • CI – Docker Image • Product Image = Base Image + App Image • Base Image – OS – System Library • App Image – Source Code – App Library – Version control Base Product
- 35. © 2019 Trend Micro Inc.35 Deployment Process Environment Check Create pods to test connection to external services (DB, API, …) Blue (Green) Deploy DVT Test Pod Switch
- 36. © 2019 Trend Micro Inc.36 CD Environment • Dev/QA – k8s • Beta/Stage – AWS EKS • Production – AWS EKS • Any k8s compatible environment can be deployed
- 37. © 2019 Trend Micro Inc.37 Lesson Learn • Node Selection – Connection super slow VPN
- 38. © 2019 Trend Micro Inc.38 • Replica or Deployment – RestartPolicy: Always • Job – RestartPolicy: OnFailure or Never Lesson Learn
- 39. © 2019 Trend Micro Inc.39 • (App configuration + Deployment yaml) * service * env • Solution – Config change review Lesson Learn YAML Files
- 40. © 2019 Trend Micro Inc.40 Logging • Log cannot not be preserved in container • EKS (Beta to Production): Gray Log • K8s (Dev/QA): – Mount log folder on k8s Volumes – Cronjob sync to NAS K8s volume App cronjob
- 41. © 2019 Trend Micro Inc.41 Monitoring • Monitis – E2E case • User scenario • Response time
- 42. © 2019 Trend Micro Inc.42 Monitoring • Prometheus + Grafana – Resource • CPU • Memory • Pod Restart Count – Slack Channel Integration • Warning • Recovering
- 43. © 2019 Trend Micro Inc.43 Monitoring
- 44. Monitoring
- 45. © 2019 Trend Micro Inc.45 • Three environments to maintain • Shared by multiple teams – Computing Resources – Libraries – Browser Test using Traditional Way Test Client 1 Test Client 2 Test Client 3
- 46. © 2019 Trend Micro Inc.46 • Dockerfile tells everything – Easy to replicate • No worry about resource dependency • Python migration to 3 • Selenium Grid Enabled Test in Container
- 47. © 2019 Trend Micro Inc.47 Selenium Grid 74 73 • Parallel Test
- 48. © 2019 Trend Micro Inc.48 Summary • YAML: code as infrastructure • Replica: HA, Auto Scaling • Ingress: Routing mapping service • Pod Selection: Blue Green Deploy • Volume: Log preservation • Prometheus + Grafana: Monitoring • Test in Container
- 49. © 2019 Trend Micro Inc.49 Thank You
Editor's Notes
- #5: 傳統文化Dev QA壁壘分明 Dev QA會一起cowork 想test case 或者QA有能力也可以協助開發
- #8: QA 和 DEV 壁壘分明 DEV 不准碰 qa以上的環境 缺點?
- #10: 某個project外部整合 頻繁且小的更動 Dev不需開branch QA可以縮小測試範圍
- #14: 工程師懶惰或忘記只改一邊 新人看不懂
- #19: 人工去create test plan or test run
- #28: 獨立機器 單點測試 手動hotfix 一台一台去fix
- #29: 測FQDN下課
- #32: 按照之前的邏輯 Dev QA Beta Stage要額外一個k8s
- #33: Routing 對應 k8s service http service可以掛在同一個domain下面
- #35: Base image可以重複利用for不同的專案
- #39: 要注意你container的restart policy Pending的原因
- #42: 比起health check更能知道目前系統的瓶頸 設定SLI 我們可以了解user在任何時刻的使用上的感受度