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badge--secondary">Version: v0.21</span><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Introduction</h1></header><h2 class="anchor anchorWithStickyNavbar_LWe7" id="what-is-apache-devlake">What is Apache DevLake?<a class="hash-link" href="#what-is-apache-devlake" title="Direct link to heading"></a></h2><p>Apache DevLake (Incubating) is an open-source dev data platform that ingests, analyzes, and visualizes the fragmented data from DevOps tools to extract insights for engineering excellence, developer experience, and community growth.</p><p>Apache DevLake is designed for developer teams looking to make better sense of their development process and to bring a more data-driven approach to their own practices. You can ask Apache DevLake many questions regarding your development process. Just connect and query.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="what-can-be-accomplished-with-devlake">What can be accomplished with DevLake?<a class="hash-link" href="#what-can-be-accomplished-with-devlake" title="Direct link to heading"></a></h2><ul><li>Unified data integration: Bring together DevOps data from across the Software Development Life Cycle (SDLC) with our <a href="/docs/DataModels/DevLakeDomainLayerSchema">standard data model</a>.</li><li>Out-of-the-box insights: Access key engineering metrics through intuitive, use-case driven dashboards.</li><li>Customizable: Extend DevLake to align with your unique needs, adding <a href="/docs/v0.21/Overview/SupportedDataSources">data sources</a>, <a href="/docs/Metrics/">metrics</a>, and <a href="/livedemo/EngineeringLeads/DORA">dashboards</a> as required.</li><li>Industry standards implementation: Use DevLake to apply recognized <a href="/docs/DORA">DORA metrics</a> to optimize DevOps performance.</li><li>Create a thriving culture: DevLake is centered on healthy practices that may help teams adopt and build a practical data-driven culture.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-do-i-use-devlake">How do I use DevLake?<a class="hash-link" href="#how-do-i-use-devlake" title="Direct link to heading"></a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="1-setting-up-devlake">1. Setting-up DevLake<a class="hash-link" href="#1-setting-up-devlake" title="Direct link to heading"></a></h3><ul><li>To implement a proof of concept for Apache DevLake tailored to your specific use cases, you can install it on your local machines using Docker Compose. The detailed instructions for this setup can be found in the <a href="/docs/GettingStarted/DockerComposeSetup">Docker Compose setup documentation</a>.</li><li>Alternatively, if your infrastructure is powered by Kubernetes, you can explore the <a href="/docs/v0.21/GettingStarted/HelmSetup">Helm setup</a> option. The Helm setup documentation provides guidance on deploying and configuring Apache DevLake using Helm.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="2-configuring-data-source">2. Configuring Data Source<a class="hash-link" href="#2-configuring-data-source" title="Direct link to heading"></a></h3><ul><li><p>Once Installed, you can start configuring DevLake with <a href="/docs/v0.21/Overview/SupportedDataSources">supported data sources</a> like GitHub, GitLab, Jira, Jenkins, BitBucket, Azure DevOps, SonarQube, PagerDuty, TAPD, ZenTao, Teambition, and we are extending our support to many other tools, feel free to check out the <a href="/docs/v0.21/Overview/Roadmap">roadmap</a>.</p></li><li><p>However, if your CI/CD tool is not currently supported by DevLake, you can utilize the <a href="https://devlake.apache.org/docs/Plugins/webhook/" target="_blank" rel="noopener noreferrer">webhooks</a> feature. The Webhooks feature allows you to actively push data to DevLake when there is not a specific plugin available for your DevOps tool.</p><p> <img loading="lazy" alt="img" src="/assets/images/introduction-userflow1-969ad4dd4a43f7aaab63c855a5614aed.png" width="2880" height="1412" class="img_ev3q"></p><p> <img loading="lazy" alt="img" src="/assets/images/introduction-userflow2-5f902237f30cbf20c584732dd5a452a2.png" width="1280" height="624" class="img_ev3q"></p></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="3-creating-your-project">3. Creating your Project<a class="hash-link" href="#3-creating-your-project" title="Direct link to heading"></a></h3><ul><li><p>Once you have connected a data source to Apache DevLake, you can create a "Project" to ensure that you are all set for execution. The process of setting up a project in DevLake typically involves four steps:</p><p> <img loading="lazy" alt="img" src="/assets/images/introduction-userflow3-c72d051a7f0aa26d3556937b477f52b7.png" width="1280" height="641" class="img_ev3q"></p></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="4-checking-the-dashboards-and-metrics">4. Checking the Dashboards and Metrics<a class="hash-link" href="#4-checking-the-dashboards-and-metrics" title="Direct link to heading"></a></h3><ul><li><p>After configuring your project in DevLake, you can access pre-built dashboards in Grafana. These dashboards provide visualizations and insights for various metrics related to software development.</p><p> <img loading="lazy" alt="img" src="/assets/images/userflow3-0d673e4c7005bff5f852f182f765f9ca.png" width="3222" height="1860" class="img_ev3q"></p></li><li><p>To customize the dashboards according to your specific goals and requirements, you can tweak them using Grafana's features. Additionally, if you prefer to create your own dashboards, you have the option to use SQL queries to fetch the necessary data from DevLake referring to the <a href="/docs/DataModels/DevLakeDomainLayerSchema">domain layer data schema</a> and SQL examples in the <a href="/docs/Metrics/">metrics documentation</a>.</p><p> <img loading="lazy" alt="img" src="/assets/images/introduction-userflow5-553752c91d53d8fe8c6f69987b385957.png" width="1280" height="716" class="img_ev3q"></p></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/incubator-devlake-website/edit/main/versioned_docs/version-v0.21/Overview/Introduction.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/v0.21/Overview"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Overview</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/v0.21/Overview/Architecture"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Architecture</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#what-is-apache-devlake" class="table-of-contents__link toc-highlight">What is Apache DevLake?</a></li><li><a href="#what-can-be-accomplished-with-devlake" class="table-of-contents__link toc-highlight">What can be accomplished with DevLake?</a></li><li><a href="#how-do-i-use-devlake" class="table-of-contents__link toc-highlight">How do I use DevLake?</a><ul><li><a href="#1-setting-up-devlake" class="table-of-contents__link toc-highlight">1. Setting-up DevLake</a></li><li><a href="#2-configuring-data-source" class="table-of-contents__link toc-highlight">2. Configuring Data Source</a></li><li><a href="#3-creating-your-project" class="table-of-contents__link toc-highlight">3. Creating your Project</a></li><li><a href="#4-checking-the-dashboards-and-metrics" class="table-of-contents__link toc-highlight">4. 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