Improving the execution time of CI pipelines

Executing a large number of tests, especially integration tests, takes a lot of time. For instance, the pipeline of one of our projects for each Pull Request previously took nearly 30 minutes, including over 1 thousand test cases. This article guides you through several good techniques that we have discovered and applied to improve the time-consuming process.

Parallel stages

Analyze the current phases in your pipeline and categorize them in parallel. For example, we can separate the build and verify code of Node.js and Maven modules simultaneously in our Jenkins pipelines. Please mind using the setting failFast whether you want to abort the pipeline immediately.

Parallel test execution

If you use Maven, the plugin maven-failsafe-plugin is used to execute integration tests during phases integration-test and verify the build lifecycle. It allows us to execute tests in parallel. There are many settings related to parallel test execution, so make sure to configure them correctly for your environment. For example, we can execute tests in parallel using the classes mode and set threadCount=7 for the Jenkins Agent with 8 CPU cores.

Application profiles

There are certain integration tests that don't require the use of a database. These tests focus on scenarios like error handling, authentication filters, or loading configuration. For example, initializing the database with Testcontainers is time-consuming. If you use Spring Boot, you can utilize a different profile and use the H2 in-memory database for these tests. The test class will be annotated with the @ActiveProfiles annotation to run with the specified profile.

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Only allow input number value with autoNumeric.js

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The HelloWorld example of JSF 2.2 with Myfaces

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Sharing a virtualenv across several Python projects using Pipenv

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How to apply Lean - Kanban for your business

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A User Guide To Working With Huong

Introduction I write this user guide to help us (you and me) have a good collaboration at work. I hope you also share yours. How I view success We all feel passionate and happy at work. We all enjoy discussing transparently. We take it easy to give and receive feedback. After all, we together develop and bring valuable applications to users. How I communicate I mostly prefer a face-to-face conversation. Just leave me a message on Slack if you don't want to come to my desk. For a big topic which takes more than 30 minutes, we should have a meeting. Only send me emails only if stuff is very formal or out-of-office hours Things I do that may annoy you I do practice the Pomodoro technique so that sometimes you see me in the "do not disturb" mode. Often to make things clear, I am at ease talking frankly with you. What gains and loses my trust It is easy to gain my trust when you commit to what you say. You show your passion and endeavors to achieve that. It is easy to lo...

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