Continuous integration: Difference between revisions

Revision as of 06:37, 1 June 2024

Latest revision as of 00:44, 1 September 2025

(26 intermediate revisions by 13 users not shown)

Line 1:

{{short description|Software development practice of building and testing frequentingfrequently}}

{{more footnotes|date=July 2016}}

{{Use dmy dates|date=April 2022}}

Line 6:

[[File:Continuous Integration.jpg|thumb|right|Sketch of [[flow diagram]] for continuous integration]]

'''Continuous integration''' ('''CI''') is the practice of integrating [[source code]] changes frequently and ensuring that the integrated codebase is in a workable state.

'''Continuous integration''' ('''CI''') is the practice of frequently building and testing a [[software system]] during its development. It is intended to ensure that [[source code|code]] written by [[programmers]] is always buildable, runnable and passes [[automated testing]]. Developers [[Merge (version control)|merge]] to an [[Branching (revision control)|integration branch]] and an automated system [[Software build|builds]] and [[software testing|tests]].<ref name="martinfowler" />

Typically, developers [[Merge (version control)|merge]] changes to an [[Branching (revision control)|integration branch]], and an automated system [[Software build|builds]] and [[software testing|tests]] the [[software system]].<ref name="martinfowler" />

Often, the automated process runs on each [[Commit (version control)|commit]] or runs on a schedule such as once a day.

Line 14 ⟶ 16:

{{expand section|date=August 2014}}

The earliest known work (1989) on continuous integration was the Infuse environment developed by G. E. Kaiser, D. E. Perry, and W. M. Schell.<ref>{{Cite conference |last1=Kaiser |first1=G. E. |last2=Perry |first2=D. E. |last3=Schell |first3=W. M. |year=1989 |title=Infuse: fusing integration test management with change management |conference=Proceedings of the Thirteenth Annual International Computer Software & Applications Conference |___location=Orlando, Florida |pages=552–558 |doi=10.1109/CMPSAC.1989.65147|citeseerx=10.1.1.101.3770 }}</ref>

In 1994, Grady Booch used the phrase continuous integration in ''Object-Oriented Analysis and Design with Applications'' (2nd edition)<ref>{{Cite book |last=Booch |first=Grady |url=http://www.cvauni.edu.vn/imgupload_dinhkem/file/pttkht/object-oriented-analysis-and-design-with-applications-2nd-edition.pdf |title=Object-Oriented Analysis and Design with applications |date=December 1998 |edition=2nd |access-date=2 December 2014 |archive-date=19 August 2019 |archive-url=https://web.archive.org/web/20190819035559/http://www.cvauni.edu.vn/imgupload_dinhkem/file/pttkht/object-oriented-analysis-and-design-with-applications-2nd-edition.pdf |url-status=dead }}</ref> to explain how, when developing using micro processes, "internal releases represent a sort of continuous integration of the system, and exist to force closure of the micro process".

Line 20 ⟶ 22:

In 1997, [[Kent Beck]] and [[Ron Jeffries]] invented [[extreme programming]] (XP) while on the [[Chrysler Comprehensive Compensation System]] project, including continuous integration.<ref name="martinfowler">{{Cite web |title=Continuous Integration |url=http://martinfowler.com/articles/continuousIntegration.html |last=Fowler |first=Martin |date=1 May 2006 |access-date=9 January 2014}}</ref>{{self-published source|date=May 2020}} Beck published about continuous integration in 1998, emphasising the importance of face-to-face communication over technological support.<ref>{{Cite conference |last=Beck |first=Kent |date=28 March 1998 |title=Extreme Programming: A Humanistic Discipline of Software Development |url=https://books.google.com/books?id=YBC5xD08NREC&q=%22Extreme+Programming%3A+A+Humanistic+Discipline+of+Software+Development%22&pg=PA4 |___location=Lisbon, Portugal |publisher=[[Springer Science+Business Media|Springer]] |volume=1 |pages=4 |isbn=9783540643036 |book-title=Fundamental Approaches to Software Engineering: First International Conference}}</ref> In 1999, Beck elaborated more in his first full book on Extreme Programming.<ref name="Beck, Extreme Programming Explained">{{Cite book |last=Beck |first=Kent |url=https://archive.org/details/extremeprogrammi00beck |title=Extreme Programming Explained |publisher=Addison-Wesley Professional |year=1999 |isbn=978-0-201-61641-5 |page=[https://archive.org/details/extremeprogrammi00beck/page/97 97] |ref=Beck, Extreme Programming Explained |author-link=Kent Beck |url-access=registration}}</ref> [[CruiseControl]], one of the first open-source CI tools,<ref>{{Cite news |date=1 February 2018 |title=A Brief History of DevOps, Part III: Automated Testing and Continuous Integration |work=CircleCI |url=https://circleci.com/blog/a-brief-history-of-devops-part-iii-automated-testing-and-continuous-integration/ |access-date=19 May 2018}}</ref>{{self-published source|date=May 2020}} was released in 2001.

In 2010, [[Timothy Fitz]] published an article detailing how [[IMVU]]'s engineering team had built and been using the first practical CICD system. While his post was originally met with scepticismskepticism, it quickly caught on and found widespread adoption<ref>{{Citation | chapter=A Brief Survey of Current Software Engineering Practices in Continuous Integration and Automated Accessibility Testing | doi=10.1109/WiSPNET51692.2021.9419464| arxiv=2103.00097| s2cid=232076320| chapter-url=https://ieeexplore.ieee.org/document/9419464| title=2021 Sixth International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)| year=2021| last1=Sane| first1=Parth| pages=130–134| isbn=978-1-6654-4086-8}}</ref> as part of the [[Leanlean software development]] methodology, also based on IMVU.

== Goal ==

A stated goal of CI is to run the automated process frequently enough that no intervening window remains between [[Commit (version control)|commit]] and [[Software build|build]], and such that no errors can arise without developers noticing them and correcting them immediately.<ref name="martinfowler" /> Generally, this means triggering builds on each commit to a repository. Due to processing limitations, sometimes multiple changes are committed between automation runs.

== Practices ==

The core activities of CI are developers co-locate code changes in a shared, integration area frequently and that the resulting integrated codebase is verified for correctness. The first part generally involves merging changes to a common version control branch. The second part generally involves automated processes including: building, testing and many other processes.

A [[Server (computing)|server]] builds from the integration branch frequently. Usually this is after each commit or periodically like once a day.

Once builtTypically, alla tests[[Server should(computing)|server]] runbuilds from the integration area frequently; i.e. after each commit or periodically like once a day. The server may perform [[quality control]] checks such as running unit tests<ref>{{Cite web |title=Continuous integration |url=https://www.atlassian.com/agile/continuous-integration |last=Radigan |first=Dan |website=Atlassian Agile Coach}}</ref> and collect [[software quality]] metrics via processes such as static analysis and performance testing.

The server may also run other [[quality control]] and [[software quality]] processes such as static analysis, measuring performance, extracting documentation from the source code, and facilitating manual [[Quality assurance|QA]] processes.

== Related practices ==

Line 40 ⟶ 36:

=== Build automation ===

{{Main|Build automation}}

[[Build automation]] is a best practice.<ref name="Brauneis, [OSLC] Possible new Working Group - Automation">{{Cite mailing list |urllast=http://open-services.net/pipermail/community_open-services.net/2010-January/000214.htmlBrauneis |first=David |title=[OSLC] Possible new Working Group – Automation |mailing-list=open-services.net Community |date=1 January 2010 |last=Brauneis |first=David |mailing-listurl=http://open-services.net Community/pipermail/community_open-services.net/2010-January/000214.html |access-date=16 February 2010 |archive-url=https://web.archive.org/web/20180901173720/http://open-services.net/pipermail/community_open-services.net/2010-January/000214.html |archive-date=1 September 2018 |url-status=dead }}</ref><ref name="Taylor, Rails Deployment and Automation with ShadowPuppet and Capistrano">{{Cite web |last=Taylor |first=Bradley |title=Rails Deployment and Automation with ShadowPuppet and Capistrano |url=http://blog.railsmachine.com/articles/2009/02/10/rails-deployment-and-automation-with-shadowpuppet-and-capistrano/ |last=Taylor |first=Bradley |website=Rails machine |type=[[World Wide Web|blog]] |url-status=dead |archive-url=https://archive.today/20121202054105/http://blog.railsmachine.com/articles/2009/02/10/rails-deployment-and-automation-with-shadowpuppet-and-capistrano/ |archive-date=2 December 2012 |access-date=16 February 2010 |website=Rails machine |type=[[World Wide Web|blog]] |ref=Taylor, Rails Deployment and Automation with ShadowPuppet and Capistrano}}</ref> [[List of build automation software|Build automation tools]] automate building.

Proponents of CI recommend that a single command should have the capability of building the system.

Automation often includes automating the integration, which often includes [[software deployment|deployment]] into a production-like [[Deployment environment|environment]]. In many cases, the build script not only compiles binaries but also generates documentation, website pages, statistics and distribution media (such as Debian [[Deb (file format)|DEB]], Red Hat [[RPM Package Manager|RPM]] or Windows [[Microsoft Installer|MSI]] files).

=== Atomic commits ===

Line 64 ⟶ 65:

=== Continuous delivery and continuous deployment ===

{{See also|CI/CD}}

[[Continuous delivery]] ensures the software checked in on an integration branch is always in a state that can be deployed to users, and [[continuous deployment]] automates the deployment process.

''Continuous delivery'' and ''continuous deployment'' are often performed in conjunction with CI and together form a CI/CD pipeline.

=== Version control ===

Line 74 ⟶ 76:

Proponents of CI recommend storing all files and information needed for building in [[version control]], (for [[git]] a ''repository''); that the system should be buildable from a fresh checkout and not require additional dependencies.

[[Martin Fowler (software engineer)|Martin Fowler]] recommends that all developers commit to the same integration branch.<ref name="Fowler, Continuous Integration practices">{{Cite web |title=Practices |url=http://martinfowler.com/articles/continuousIntegration.html#PracticesOfContinuousIntegration |last=Fowler |first=Martin |author-link=Martin Fowler (software engineer) |website=Continuous Integration |type=article |access-date=29 November 2015}}</ref>

=== Commit frequently ===

Developers can reduce the effort of resolving conflicting changes by synchronizing changes with each other frequently; at least daily. Checking in a week's worth of work risks conflict both in likelihood of occurrence and complexity to resolve. Relatively small conflicts are significantly easier to resolve than larger ones. Integrating (committing) changes at least once a day is considered good practice, and more often better.<ref>{{cite book

=== Automate the build ===

{{Main|Build automation}}

[[List of build automation software|Build automation tools]] automate building.

Proponents of CI recommend that a single command should have the capability of building the system.

Automation often includes automating the integration, which often includes [[software deployment|deployment]] into a production-like [[Deployment environment|environment]]. In many cases, the build script not only compiles binaries but also generates documentation, website pages, statistics and distribution media (such as Debian [[Deb (file format)|DEB]], Red Hat [[RPM Package Manager|RPM]] or Windows [[Microsoft Installer|MSI]] files).

=== Everyone commits to the baseline every day ===

By committing regularly, every committer can reduce the number of conflicting changes. Checking in a week's worth of work runs the risk of conflicting with other features and can be very difficult to resolve. Early, small conflicts in an area of the system cause team members to communicate about the change they are making.

Committing all changes "at least once a day" (once per feature built) is generally considered part of the definition of Continuous Integration.<ref>{{cite book

|title=Continuous Integration: Improving Software Quality and Reducing Risk

|author1=Paul M. Duvall

Line 96 ⟶ 87:

|publisher=[[Addison-Wesley Professional]]

|date=2007

}}</ref>

|url=https://www.amazon.com/Continuous-Integration-Improving-Software-Reducing/dp/0321336380

}}

=== Automate theDaily build ===

</ref>

In addition, performing a [[nightly build]] is generally

[[daily build|Building daily]], if not more often, is generally recommended.{{Citation needed|date =April 2012}}

These are lower bounds; the typical frequency is expected to be much higher.

=== Every commit should be built ===

Line 134 ⟶ 124:

== Benefits ==

{{POV section|date=May 2016}}

{{More citations needed section|date=May 2016}}

CI benefits include:

Continuous integration is intended to produce benefits such as:

* HelpsFacilitates detectdetecting [[software bug|bugs]] early and facilitate fixing them due to smaller changesetsearlier

* Reduces effort to find cause of bugs; if a CI test fails then changes since last good build contain causing change; if build after each change then exactly one change is the cause<ref name="martinfowler" />

* Avoids build chaos that otherwise ensures at release time

* Avoids the chaos of integrating many changes

* When a test fails or a bug is found, reverting the codebase to a bug-freegood baselinestate entailsresults in fewer lost changes

* Frequent availability of a known-good build for testing, demo, and release

* Frequent code check-incommit encourages modular, less complex code<ref>{{Cite journal |last1=Junpeng |first1=Jiang |last2=Zhu |first2=Can |last3=Zhang |first3=Xiaofang |date=July 2020 |title=An Empirical Study on the Impact of Code Contributor on Code Smell |url=https://qrs20.techconf.org/download/QRS-IJPE/12_An%20Empirical%20Study%20on%20the%20Impact%20of%20Code%20Contributor%20on%20Code%20Smell.pdf |journal=International Journal of Performability Engineering |volume=16 |issue=7 |pages=1067–1077 |doi=10.23940/ijpe.20.07.p9.10671077|s2cid=222588815 }}</ref>

Continuous automated testing may include benefits:

* Quick feedback on system-wide impact of code changes

* Supports collection of [[Softwaresoftware metrics]] such as [[code coverage]], [[code complexity]], and [[feature complete]]ness can focus developers on developing functional, quality code, and help develop momentum in a team{{Citation needed|date=November 2009}}

== CostsRisks ==

DownsidesRisks of continuous integrationCI include:

* Setup of a [[buildBuild system]] setup requires effort.<ref>{{Cite journal |last=Laukkanen |first=Eero |year=2016 |title=Problems, causes and solutions when adopting continuous delivery—A systematic literature review |journal=Information and Software Technology |volume=82 |pages=55–79 |doi=10.1016/j.infsof.2016.10.001 |doi-access=free}}</ref>

* ConstructingWriting and maintaining an automated test suite requires effort although this cost may be offset by the benefits of [[Software testing|testing]]

* CI may not be valuable if the project is small

* Value added depends on the quality of tests<ref name=":1">{{Cite web |title=Assessing challenges of continuous integration in the context of software requirements breakdown: a case study |url=http://publications.lib.chalmers.se/records/fulltext/220573/220573.pdf |last=Debbiche |first=Adam}}</ref>

* High build latency (sitting in queue) limits value<ref name=":1" />

* Tracking deliveries while preserving quality can be difficult

* BuildsImplies canthat sitincomplete incode queueshould not be integrated which limitsis counter to some developer's preferred value.practice<ref name=":1" />

* Safety and mission-critical development assurance (e.g., [[DO-178C]], [[ISO 26262]]) require rigorous documentation and in-process review thatwhich aremay be difficult to achieve using continuous integration

* Partial implementation for a feature could easily be pushed and therefore integration tests will fail until the feature is complete.<ref name=":1" />

* Safety and mission-critical development assurance (e.g., [[DO-178C]], [[ISO 26262]]) require rigorous documentation and in-process review that are difficult to achieve using continuous integration

== Best practices for cloud systems ==

The following practices can enhance productivity of [[CI/CD|pipelines]], especially in systems hosted in the [[Cloud computing|cloud]]: <ref>{{Cite book |title=Serverless Architectures on AWS |date=29 March 2022 |publisher=Manning |isbn=978-1617295423}}</ref><ref>{{Cite book |title=Pipeline as Code Continuous Delivery with Jenkins, Kubernetes, and Terraform |date=23 November 2021 |publisher=Manning |isbn=9781638350378}}</ref><ref>{{Cite book |title=Continuous Delivery Reliable Software Releases Through Build, Test, and Deployment Automation |isbn=9780321670229 |last1=Humble |first1=Jez |last2=Farley |first2=David |date=27 July 2010 |publisher=Pearson Education }}</ref>

* '''Number of Pipelines''': Small teams can be more productive by having one [[Repository (version control)|repository]] and one pipeline. In contrast, larger organizations may have separate repositories and pipelines for each team or even separate repositories and pipelines for each service within a team.

* '''Permissions''': In the context of [[CI/CD|pipeline-related]] permissions, adhering to the [[principle of least privilege]] can be challenging due to the dynamic nature of [[Software architecture|architecture]]. Administrators may opt for more permissive permissions while implementing compensating [[security controls]] to minimize the blast radius.

== See also ==

* [[{{Annotated link|Application release automation]]}}

* [[{{Annotated link|Build light indicator]]}}

* [[{{Annotated link|Comparison of continuous integration software]]}}

* [[{{Annotated link|Continuous design]]}}

* [[{{Annotated link|Continuous testing]]}}

* [[{{Annotated link|Multi-stage continuous integration]]}}

* [[{{Annotated link|Rapid application development]]}}

== References ==