SlideShare a Scribd company logo
1 of 43
Download to read offline
TestContainers
Integration testing without the hassle
Anton Arhipov
@antonarhipov
Why integration testing?
1. # of tests per time unit
1. # of tests per time unit
2. Complex setup
1. Reproducible environment
1. Reproducible environment
2. Both for development and CI
1. Reproducible environment
2. Both for development and CI
3. Isolated
1. Reproducible environment
2. Both for development and CI
3. Isolated
4. As real as possible
1. Reproducible environment
2. Both for development and CI
3. Isolated
4. As real as possible
5. Cross-platform
1. Reproducible environment
2. Both for development and CI
3. Isolated
4. As real as possible
5. Cross-platform
6. Easy to set up, use & maintain
TestContainers to the rescue!
How does it work?
https://github.com/docker-java/docker-java
Docker environment discovery
Will start docker machine if it’s not started yet
Containers cleanup on JVM shutdown
GenericContainer redis =
new GenericContainer("redis:3.0.6")
.withExposedPorts(6379);
GenericContainer redis =
new GenericContainer("redis:3.0.6")
.withExposedPorts(6379);
PostgreSQLContainer postgreSQLContainer =
new PostgreSQLContainer("postgres:9.6.2")
.withUsername(POSTGRES_USERNAME)
.withPassword(POSTGRES_PASSWORD);
https://github.com/testcontainers/testcontainers-java
Microservices!11
REST service
Java, Spring Boot
Redis & PostgreSQL
Calls to some other application
@RunWith(SpringJUnit4ClassRunner.class)
@SpringBootTest(classes = DemoApplication.class,
webEnvironment = WebEnvironment.RANDOM_PORT)
@ContextConfiguration(initializers = AbstractIntegrationTest.Initializer.class)
public abstract class AbstractIntegrationTest {
@ClassRule
public static PostgreSQLContainer postgreSql = new PostgreSQLContainer();
@ClassRule
public static GenericContainer redis = new GenericContainer("redis:3.0.6")
.withExposedPorts(6379);
@ClassRule
public static MockServerContainer mockServer = new MockServerContainer();
@RunWith(SpringJUnit4ClassRunner.class)
@SpringBootTest(classes = DemoApplication.class,
webEnvironment = WebEnvironment.RANDOM_PORT)
@ContextConfiguration(initializers = AbstractIntegrationTest.Initializer.class)
public abstract class AbstractIntegrationTest {
@ClassRule
public static PostgreSQLContainer postgreSql = new PostgreSQLContainer();
@ClassRule
public static GenericContainer redis = new GenericContainer("redis:3.0.6")
.withExposedPorts(6379);
@ClassRule
public static MockServerContainer mockServer = new MockServerContainer();
Still using all the
Spring goodies!
@RunWith(SpringJUnit4ClassRunner.class)
@SpringBootTest(classes = DemoApplication.class,
webEnvironment = WebEnvironment.RANDOM_PORT)
@ContextConfiguration(initializers = AbstractIntegrationTest.Initializer.class)
public abstract class AbstractIntegrationTest {
@ClassRule
public static PostgreSQLContainer postgreSql = new PostgreSQLContainer();
@ClassRule
public static GenericContainer redis = new GenericContainer("redis:3.0.6")
.withExposedPorts(6379);
@ClassRule
public static MockServerContainer mockServer = new MockServerContainer();
External
dependencies
public class MockServerContainer<SELF extends MockServerContainer<SELF>>
extends GenericContainer<SELF> {
public MockServerContainer() {
super("jamesdbloom/mockserver:latest");
addExposedPorts(8080);
}
private MockServerClient client;
@Override
protected void containerIsStarted(InspectContainerResponse containerInfo) {
super.containerIsStarted(containerInfo);
client = new MockServerClient(getContainerIpAddress(),
getMappedPort(getExposedPorts().get(0)));
}
}
public class MockServerContainer<SELF extends MockServerContainer<SELF>>
extends GenericContainer<SELF> {
public MockServerContainer() {
super("jamesdbloom/mockserver:latest");
addExposedPorts(8080);
}
private MockServerClient client;
@Override
protected void containerIsStarted(InspectContainerResponse containerInfo) {
super.containerIsStarted(containerInfo);
client = new MockServerClient(getContainerIpAddress(),
getMappedPort(getExposedPorts().get(0)));
}
}
MockServerClient client = …
client.when(
HttpRequest.request("/analytics/issues/" +
project.projectId + "/app").withMethod("GET"),
Times.unlimited())
.respond(singleIssueResponse());
https://github.com/bsideup/testcontainers-microservices-example
How to test Java agents?
https://github.com/bsideup/javaagent-boilerplate
https://www.testcontainers.org
https://twitter.com/testcontainers
https://github.com/testcontainers
https://testcontainers.slack.com
anton@zeroturnaround.com
@antonarhipov
slideshare.net/arhan

More Related Content

What's hot

What's hot (20)

Testing the Enterprise layers, with Arquillian
Testing the Enterprise layers, with ArquillianTesting the Enterprise layers, with Arquillian
Testing the Enterprise layers, with Arquillian
 
Docker In the Bank
Docker In the BankDocker In the Bank
Docker In the Bank
 
Docker In Bank Unrated
Docker In Bank UnratedDocker In Bank Unrated
Docker In Bank Unrated
 
Everything as a code
Everything as a codeEverything as a code
Everything as a code
 
Prow, ChatOps for open source projects
Prow, ChatOps for open source projectsProw, ChatOps for open source projects
Prow, ChatOps for open source projects
 
Manoj Kolhe - Setup GitHub with Jenkins on Amazon Cloud - End-to-end Automation
Manoj Kolhe - Setup GitHub with Jenkins on Amazon Cloud - End-to-end AutomationManoj Kolhe - Setup GitHub with Jenkins on Amazon Cloud - End-to-end Automation
Manoj Kolhe - Setup GitHub with Jenkins on Amazon Cloud - End-to-end Automation
 
Service Discovery. Spring Cloud Internals
Service Discovery. Spring Cloud InternalsService Discovery. Spring Cloud Internals
Service Discovery. Spring Cloud Internals
 
Capistrano与jenkins(hudson)在java web项目中的实践
Capistrano与jenkins(hudson)在java web项目中的实践Capistrano与jenkins(hudson)在java web项目中的实践
Capistrano与jenkins(hudson)在java web项目中的实践
 
Continuous Delivery Workshop with Ansible x GitLab CI (2nd+)
Continuous Delivery Workshop with Ansible x GitLab CI (2nd+)Continuous Delivery Workshop with Ansible x GitLab CI (2nd+)
Continuous Delivery Workshop with Ansible x GitLab CI (2nd+)
 
Trust, but verify | Testing with Docker Containers
Trust, but verify | Testing with Docker ContainersTrust, but verify | Testing with Docker Containers
Trust, but verify | Testing with Docker Containers
 
Continous Delivering a PHP application
Continous Delivering a PHP applicationContinous Delivering a PHP application
Continous Delivering a PHP application
 
Git
GitGit
Git
 
One commit, one release. Continuously delivering a Symfony project.
One commit, one release. Continuously delivering a Symfony project.One commit, one release. Continuously delivering a Symfony project.
One commit, one release. Continuously delivering a Symfony project.
 
手把手帶你學 Docker 入門篇
手把手帶你學 Docker 入門篇手把手帶你學 Docker 入門篇
手把手帶你學 Docker 入門篇
 
Devoxx 17 - Swift server-side
Devoxx 17 - Swift server-sideDevoxx 17 - Swift server-side
Devoxx 17 - Swift server-side
 
Docker con osdk_ver1.0
Docker con osdk_ver1.0Docker con osdk_ver1.0
Docker con osdk_ver1.0
 
Docker 進階實務班
Docker 進階實務班Docker 進階實務班
Docker 進階實務班
 
手把手帶你學Docker 03042017
手把手帶你學Docker 03042017手把手帶你學Docker 03042017
手把手帶你學Docker 03042017
 
當專案漸趕,當遷移也不再那麼難 (Ship Your Projects with Docker EcoSystem)
當專案漸趕,當遷移也不再那麼難 (Ship Your Projects with Docker EcoSystem)當專案漸趕,當遷移也不再那麼難 (Ship Your Projects with Docker EcoSystem)
當專案漸趕,當遷移也不再那麼難 (Ship Your Projects with Docker EcoSystem)
 
Docker 初探,實驗室中的運貨鯨
Docker 初探,實驗室中的運貨鯨Docker 初探,實驗室中的運貨鯨
Docker 初探,實驗室中的運貨鯨
 

Similar to JavaDay Kiev 2017 - Integration testing with TestContainers

Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...
Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...
Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...
JAXLondon2014
 
Gr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx Plugin
Gr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx PluginGr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx Plugin
Gr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx Plugin
Yasuharu Nakano
 

Similar to JavaDay Kiev 2017 - Integration testing with TestContainers (20)

Stop Being Lazy and Test Your Software
Stop Being Lazy and Test Your SoftwareStop Being Lazy and Test Your Software
Stop Being Lazy and Test Your Software
 
Docker–Grid (A On demand and Scalable dockerized selenium grid architecture)
Docker–Grid (A On demand and Scalable dockerized selenium grid architecture)Docker–Grid (A On demand and Scalable dockerized selenium grid architecture)
Docker–Grid (A On demand and Scalable dockerized selenium grid architecture)
 
Securing Containers, One Patch at a Time - Michael Crosby, Docker
Securing Containers, One Patch at a Time - Michael Crosby, DockerSecuring Containers, One Patch at a Time - Michael Crosby, Docker
Securing Containers, One Patch at a Time - Michael Crosby, Docker
 
Codecamp 2020 microservices made easy workshop
Codecamp 2020 microservices made easy workshopCodecamp 2020 microservices made easy workshop
Codecamp 2020 microservices made easy workshop
 
Throwing complexity over the wall: Rapid development for enterprise Java (Jav...
Throwing complexity over the wall: Rapid development for enterprise Java (Jav...Throwing complexity over the wall: Rapid development for enterprise Java (Jav...
Throwing complexity over the wall: Rapid development for enterprise Java (Jav...
 
Continuous Everything v2.0
Continuous Everything v2.0Continuous Everything v2.0
Continuous Everything v2.0
 
How to Achieve Canary Deployment on Kubernetes
How to Achieve Canary Deployment on KubernetesHow to Achieve Canary Deployment on Kubernetes
How to Achieve Canary Deployment on Kubernetes
 
How to test infrastructure code: automated testing for Terraform, Kubernetes,...
How to test infrastructure code: automated testing for Terraform, Kubernetes,...How to test infrastructure code: automated testing for Terraform, Kubernetes,...
How to test infrastructure code: automated testing for Terraform, Kubernetes,...
 
Containerised Testing at Demonware : PyCon Ireland 2016
Containerised Testing at Demonware : PyCon Ireland 2016Containerised Testing at Demonware : PyCon Ireland 2016
Containerised Testing at Demonware : PyCon Ireland 2016
 
Continuous Everything
Continuous EverythingContinuous Everything
Continuous Everything
 
Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...
Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...
Testing the Enterprise Layers - the A, B, C's of Integration Testing - Aslak ...
 
Containerize your Blackbox tests
Containerize your Blackbox testsContainerize your Blackbox tests
Containerize your Blackbox tests
 
Cloud Native Dünyada CI/CD
Cloud Native Dünyada CI/CDCloud Native Dünyada CI/CD
Cloud Native Dünyada CI/CD
 
Release Automation: Better Quality, Faster Deployment, Amazing ROI
Release Automation: Better Quality, Faster Deployment, Amazing ROIRelease Automation: Better Quality, Faster Deployment, Amazing ROI
Release Automation: Better Quality, Faster Deployment, Amazing ROI
 
Testing Automaton - CFSummit 2016
Testing Automaton - CFSummit 2016Testing Automaton - CFSummit 2016
Testing Automaton - CFSummit 2016
 
Testing automaton
Testing automatonTesting automaton
Testing automaton
 
Run & Report
Run & ReportRun & Report
Run & Report
 
The Future of Security and Productivity in Our Newly Remote World
The Future of Security and Productivity in Our Newly Remote WorldThe Future of Security and Productivity in Our Newly Remote World
The Future of Security and Productivity in Our Newly Remote World
 
Test it! Unit, mocking and in-container Meet Arquillian!
Test it! Unit, mocking and in-container Meet Arquillian!Test it! Unit, mocking and in-container Meet Arquillian!
Test it! Unit, mocking and in-container Meet Arquillian!
 
Gr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx Plugin
Gr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx PluginGr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx Plugin
Gr8conf EU 2013 Speed up your development: GroovyServ and Grails Improx Plugin
 

More from Anton Arhipov

JavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdfJavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdf
Anton Arhipov
 
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloadingRiga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Anton Arhipov
 
Devclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервьюDevclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервью
Anton Arhipov
 

More from Anton Arhipov (20)

JavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdfJavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdf
 
Idiomatic kotlin
Idiomatic kotlinIdiomatic kotlin
Idiomatic kotlin
 
TechTrain 2019 - (Не)адекватное техническое интервью
TechTrain 2019 - (Не)адекватное техническое интервьюTechTrain 2019 - (Не)адекватное техническое интервью
TechTrain 2019 - (Не)адекватное техническое интервью
 
Build pipelines with TeamCity
Build pipelines with TeamCityBuild pipelines with TeamCity
Build pipelines with TeamCity
 
Build pipelines with TeamCity
Build pipelines with TeamCityBuild pipelines with TeamCity
Build pipelines with TeamCity
 
Devoxx Ukraine 2018 - Kotlin DSL in under an hour
Devoxx Ukraine 2018 - Kotlin DSL in under an hourDevoxx Ukraine 2018 - Kotlin DSL in under an hour
Devoxx Ukraine 2018 - Kotlin DSL in under an hour
 
GeeCON Prague 2018 - Kotlin DSL in under an hour
GeeCON Prague 2018 - Kotlin DSL in under an hourGeeCON Prague 2018 - Kotlin DSL in under an hour
GeeCON Prague 2018 - Kotlin DSL in under an hour
 
Build pipelines with TeamCity and Kotlin DSL
Build pipelines with TeamCity and Kotlin DSLBuild pipelines with TeamCity and Kotlin DSL
Build pipelines with TeamCity and Kotlin DSL
 
Build pipelines with TeamCity
Build pipelines with TeamCityBuild pipelines with TeamCity
Build pipelines with TeamCity
 
JavaOne 2017 - The hitchhiker’s guide to Java class reloading
JavaOne 2017 - The hitchhiker’s guide to Java class reloadingJavaOne 2017 - The hitchhiker’s guide to Java class reloading
JavaOne 2017 - The hitchhiker’s guide to Java class reloading
 
JavaZone 2017 - The Hitchhiker’s guide to Java class reloading
JavaZone 2017 - The Hitchhiker’s guide to Java class reloadingJavaZone 2017 - The Hitchhiker’s guide to Java class reloading
JavaZone 2017 - The Hitchhiker’s guide to Java class reloading
 
JUG.ua 20170225 - Java bytecode instrumentation
JUG.ua 20170225 - Java bytecode instrumentationJUG.ua 20170225 - Java bytecode instrumentation
JUG.ua 20170225 - Java bytecode instrumentation
 
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloadingRiga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
 
GeeCON 2017 - TestContainers. Integration testing without the hassle
GeeCON 2017 - TestContainers. Integration testing without the hassleGeeCON 2017 - TestContainers. Integration testing without the hassle
GeeCON 2017 - TestContainers. Integration testing without the hassle
 
JEEConf 2017 - The hitchhiker’s guide to Java class reloading
JEEConf 2017 - The hitchhiker’s guide to Java class reloadingJEEConf 2017 - The hitchhiker’s guide to Java class reloading
JEEConf 2017 - The hitchhiker’s guide to Java class reloading
 
JEEConf 2017 - Having fun with Javassist
JEEConf 2017 - Having fun with JavassistJEEConf 2017 - Having fun with Javassist
JEEConf 2017 - Having fun with Javassist
 
Devclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервьюDevclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервью
 
Joker 2016 - Bytecode 101
Joker 2016 - Bytecode 101Joker 2016 - Bytecode 101
Joker 2016 - Bytecode 101
 
JPoint 2016 - Etudes of DIY Java profiler
JPoint 2016 - Etudes of DIY Java profilerJPoint 2016 - Etudes of DIY Java profiler
JPoint 2016 - Etudes of DIY Java profiler
 
JPoint 2016 - Bytecode
JPoint 2016 - BytecodeJPoint 2016 - Bytecode
JPoint 2016 - Bytecode
 

Recently uploaded

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 

Recently uploaded (20)

Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 

JavaDay Kiev 2017 - Integration testing with TestContainers