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End-to-end and integration testing approaches, patterns and examples

+

A collection of recipes for testing applications with testcontainers.

+
    +
  • Running tests in parallel/isolation. Do not restart tomodachi container between tests, + but control isolation with the application means (multitenancy); + https://softwaregarden.dev/en/posts/testcontainers/parallel-start-with-prepulling/
  • +
  • Using same level of abstractions in the tests
  • +
  • Not accessing a database directly
  • +
  • Getting the system in the required state via the public API (REST, GraphQL, etc.)
  • +
  • One test per feature
  • +
  • Rather than focusing on testing individual endpoints, + focus on testing the feature, which may involve multiple endpoints
  • +
  • Error handling counts as a feature
  • +
  • If using Docker multi-stage builds, use the same Dockerfile and release + target as in production
  • +
  • Stubbing external HTTP APIs with WireMock
  • +
  • REST API
  • +
  • Asynchronous messaging with async probes - sampling
  • +
  • Mixing REST API and asynchronous messaging tests
  • +
  • GraphQL
  • +
  • +

    Scheduled jobs

    +
  • +
  • +

    Testcontainers Desktop - https://testcontainers.com/guides/simple-local-development-with-testcontainers-desktop/

    +
  • +
+

Use cases

+
    +
  • +

    [ ] PlantUML-C4 - use icons for technologies

    +
  • +
  • +

    [ ] SQL databases. For testing SQL, we could use SQLite, but ORMs actually don't ensure that the code is portable between different database versions. + Test the system with a real database that you're using in production.

    +
  • +
  • +

    Testing integration with SFTP

    +
  • +
  • +

    AWS mocks like Moto and LocalStack. DynamoDB, S3, SNS SQS etc.

    +
  • +
  • +

    SQS in, SQS out

    +
  • +
  • +

    Stubbing collaborator services with WireMock

    +
  • +
  • +

    Webhooks. WireMock verified

    +
  • +
  • +

    Testing scheduled jobs. Tomodachi jobs (separate REST endpoint for testing), k8 jobs running as a Python script (with DockerContainer.exec)

    +
  • +
  • +

    Real infra/supporting services like bank-holidays or leader election

    +
  • +
  • Internal services - start real versions of them, but not try to test them
  • +
  • External services - mock them
  • +
+

Controlling the system state

+
    +
  • Test isolation
  • +
+

Performance

+
    +
  • Start containers in parallel
  • +
  • Pre-pull required docker images in CI
  • +
  • Start containers only once, isolate the state with application means
  • +
+

Techniques

+
    +
  • +

    Integration testing - verify that all system components and frameworks are integrated correctly.

    +
  • +
  • +

    Functional/acceptance testing - verifying system behavior by real world examples.

    +
  • +
  • Build a facade on top of your application, invent domain specific language
  • +
+

Misc

+
    +
  • Debugging. Stop the time by placing a breakpoint and inspect containers
  • +
  • Attach the debugger
  • +
  • Export test coverage
  • +
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+ + + + + + + + + + \ No newline at end of file diff --git a/architecture/c4/level_2_container/01_app_with_relational_db.png b/architecture/c4/level_2_container/01_app_with_relational_db.png new file mode 100644 index 0000000000000000000000000000000000000000..1c0253dc4cdd8827517cbe518e1d38d4bb22194c GIT binary patch literal 17952 zcmb@tWl&vPvo?ym1b2tv?(PuW-3jjQ7Tn!kf&>Zf!6mpmL4$jc6`XIf_j%8EZq@m7 z>t2e21#8YRd-P~|`srR#%8Js+2>1wKU|`5HpCnYlz`);t*A;LOz)urLCv@N!otvb# z+h<27Z##1fH!x{)2Xhw_H*+&mQ*Tl$H#a9&K4xYoI}-;tcY8ag&yMyUQ)47xU~qNT z>e_Dq`9Byqu#Q*mxq*Re4iBdP-`bh7r$meFL1QGI6bqZWReSEN7MV4FD}EwVTZ}R; zFK})d&&Mq-W1&z=#JZHi)qS6jBx2Hh`fdqK{k>JBO)pNo1?~aPzeeqN!?w4bcH4{2 z+h(TU5KypHN)?Yn+2JOdaAOId)>;pZNsw@2ve@gzf4cV7U~C4t^2EF~S{j>0fYOM1 z6@MBsuw7l;#1|~$8SLy6LB0BP$Jq3MdFA049}=$3gFWy2x*B(?Ii2#8A&DHF7uw@o zDn&GoBIj;h7IGPidg7-9q@C~aA$Id#^v8RcA-pwYG+v=^h7Dx7o=+7K1j9dq`~O(0 zab$jVE3@L>cfg@9SogGKfjhJH+IbEVIq`H}p#340%g|I(#(m>=H4z(7A`016B<1Zwr;5!7N(qIVN@=~|E8>UM?yxW15w<7;fBtB=N!Y&$@lVCVXbi*n 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/dev/null +++ b/architecture/c4/level_2_container/02_app_sftp_file_transfer.puml @@ -0,0 +1,13 @@ +@startuml +!include ./container/containers.puml + +title Container Diagram - SFTP File Transfer Application + +appContainer() +externalSftpContainer() +s3BucketContainer() + +Rel_L(app, externalSftp, "Reads files from", "AsyncSSH") +Rel_R(app, s3Bucket, "Transfers files to", "aiobotocore") + +@enduml diff --git a/architecture/c4/level_2_container/container/containers.png b/architecture/c4/level_2_container/container/containers.png new file mode 100644 index 0000000000000000000000000000000000000000..5f6bc16bfa6c7d04232c3a7f415e8a99fe4c1cb1 GIT binary patch literal 2331 zcmV+$3FP*PP)^?c_3(XbZ~PzFE4OxVQzGFZEP-MZ*6wY${zp#2#;x0Safh~ zVQzGFZEOGm0001Zob6p*kDE9Yeb29O+kKcyZ8s1CWHhQ8NRZm?sNH7TKCD(FLfjeD z3}k^!XLi;9zP1CzU}GTjfwjwx)K0+1_i(vBzA=Hki4!+UwpZ)H6F>0Q+Z6;Sw)U&7 zo!eoMxPAbm*Mq^6O%!@?wT&QfH=BIV(enX7wttUyz5q|Bo6Xwy+{6!qr|9j++vG9~ 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+1,20 @@ +@startuml +!include + +!procedure appContainer() + Container(app, "Application", "Python, tomodachi") +!endprocedure + +!procedure relationalDbContainer() + ContainerDb(relationalDb, "Relational database", "PostgreSQL", "Datastore.") +!endprocedure + +!procedure externalSftpContainer() + Container_Ext(externalSftp, "Client SFTP server", "SFTP", "Files provided by a client.") +!endprocedure + +!procedure s3BucketContainer() + Container(s3Bucket, "S3 bucket", "AWS S3", "Internal file storage.") +!endprocedure + +@enduml diff --git a/architecture/c4/level_3_component/01_app_with_relational_db.png b/architecture/c4/level_3_component/01_app_with_relational_db.png new file mode 100644 index 0000000000000000000000000000000000000000..8fedcbea08aac53c8ce591c58f5c8625eabcb78c GIT binary patch literal 76724 zcmbrkbzGEP`!71QfPjKhQX(*PcY}1NbR*p%9V#K+-Cfd+l$3N!sf2WQ*IxL%&s*oW z&u5=~{_$qUnKkQP>$<+R?jQv@aWoWs6bJ-@CMhAJ1cAWfLm==Ck6^(&^9yHX;6m*r 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../level_2_container/container/containers.puml + +title Component Diagram - Application with Relational Database + +relationalDbContainer() + +Boundary(appContainerBoundary, "Application", "Container") { + Boundary(serviceLayer, "Service", "Layer") { + Component(useCases, "Use cases", "Python", "Application use cases (services).") + } + + Boundary(domainLayer, "Domain", "Layer") { + Component(domain, "Domain", "Python", "Application domain objects.") + + Component(ports, "Ports", "Python, typing.Protocol", "Ports protocol.") + } + + Boundary(infrastructureLayer, "Adapters", "Layer") { + Component(Repository, "In-memory repository", "Python", "Fake in-memory repository for testing and demo purposes.") + + Component_Ext(postgresRepository, "PostgreSQL repository", "Python, SQLAlchemy", "Adapter for PostgreSQL database.") + } +} + +Component(testcontainers, "Testcontainers", "Python, pytest", "Testcontainers library.") + +Lay_R(domain, ports) + +Lay_R(Repository, postgresRepository) + 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