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href="/zh/docs/v0.17/Metrics/PRMergeRate">PR Merge Rate</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/zh/docs/v0.17/Metrics/PRReviewDepth">PR Review Depth</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/zh/docs/v0.17/Metrics/PRSize">PR Size</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/zh/docs/v0.17/Metrics/BuildCount">Build Count</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/zh/docs/v0.17/Metrics/BuildDuration">Build Duration</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/zh/docs/v0.17/Metrics/BuildSuccessRate">Build 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href="/zh/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_OVgt"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/zh/docs/v0.17/Metrics"><span itemprop="name">Metrics</span></a><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">PR Coding Time</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">版本:v0.17</span><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">本页总览</button></div><div class="theme-doc-markdown markdown"><header><h1>PR Coding Time</h1></header><h2 class="anchor anchorWithStickyNavbar_LWe7" id="what-is-this-metric">What is this metric?<a class="hash-link" href="#what-is-this-metric" title="标题的直接链接"></a></h2><p>The time it takes from the first commit until a PR is issued. </p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="why-is-it-important">Why is it important?<a class="hash-link" href="#why-is-it-important" title="标题的直接链接"></a></h2><p>It is recommended that you keep every task on a workable and manageable scale for a reasonably short amount of coding time. The average coding time of most engineering teams is around 3-4 days.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="which-dashboards-does-it-exist-in">Which dashboard(s) does it exist in?<a class="hash-link" href="#which-dashboards-does-it-exist-in" title="标题的直接链接"></a></h2><ul><li><a href="/zh/livedemo/EngineeringLeads/EngineeringThroughputAndCycleTime">Engineering Throughput and Cycle Time</a></li><li><a href="/zh/livedemo/EngineeringLeads/EngineeringThroughputAndCycleTimeTeamView">Engineering Throughput and Cycle Time - Team View</a></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-is-it-calculated">How is it calculated?<a class="hash-link" href="#how-is-it-calculated" title="标题的直接链接"></a></h2><b>Data Sources Required</b><p>This metric relies on PRs/MRs collected from GitHub, GitLab, BitBucket, Gitee or other code review tools.</p><b>Data Transformation Required</b><p>N/A</p><b>SQL Queries</b><p>The following SQL shows how to find the <code>coding time</code> of a specific PR. DevLake pre-calculates the metric and stores it in table.project_pr_metrics.</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">SELECT</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> pr_coding_time/60 as 'PR Coding Time(h)'</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">FROM</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> project_pr_metrics</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="复制代码到剪贴板" title="复制" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you want to measure the monthly trend of <code>PR coding time</code> in the screenshot below, please run the following SQL in Grafana. </p><p><img loading="lazy" src="/zh/assets/images/pr-coding-time-monthly-ef784a357be7784149db0546124bbda3.png" width="1116" height="299" class="img_ev3q"></p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">SELECT </span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> DATE_ADD(date(pr.created_date), INTERVAL -DAY(date(pr.created_date))+1 DAY) as time,</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> avg(ppm.pr_coding_time)/60 as 'PR Coding Time(h)'</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">FROM </span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> pull_requests pr</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> JOIN project_pr_metrics ppm ON pr.id = ppm.id</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">GROUP BY 1</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">ORDER BY 1</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="复制代码到剪贴板" title="复制" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-improve">How to improve?<a class="hash-link" href="#how-to-improve" title="标题的直接链接"></a></h2><p>Divide coding tasks into workable and manageable pieces.</p></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-v0.17/Metrics/PRCodingTime.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>编辑此页</a></div><div class="col lastUpdated_vwxv"></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="文档分页导航"><a class="pagination-nav__link pagination-nav__link--prev" href="/zh/docs/v0.17/Metrics/PRCycleTime"><div class="pagination-nav__sublabel">上一页</div><div class="pagination-nav__label">PR Cycle Time</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/zh/docs/v0.17/Metrics/PRPickupTime"><div class="pagination-nav__sublabel">下一页</div><div class="pagination-nav__label">PR Pickup Time</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-this-metric" 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