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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/Plugins"><span itemprop="name">Plugins</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">DBT</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>DBT</h1></header><h2 class="anchor anchorWithStickyNavbar_LWe7" id="summary">Summary<a class="hash-link" href="#summary" title="标题的直接链接">​</a></h2><p>dbt (data build tool) enables analytics engineers to transform data in their warehouses by simply writing select statements. dbt handles turning these select statements into tables and views.
dbt does the T in ELT (Extract, Load, Transform) processes – it doesn’t extract or load data, but it’s extremely good at transforming data that’s already loaded into your warehouse.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="user-setup">User setup<a id="user-setup"></a><a class="hash-link" href="#user-setup" title="标题的直接链接">​</a></h2><ul><li>If you plan to use this product, you need to install some environments first.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="required-packages-to-install">Required Packages to Install<a id="user-setup-requirements"></a><a class="hash-link" href="#required-packages-to-install" title="标题的直接链接">​</a></h4><ul><li><a href="https://www.python.org/downloads/" target="_blank" rel="noopener noreferrer">python3.7+</a></li><li><a href="https://pypi.org/project/dbt-mysql/#configuring-your-profile" target="_blank" rel="noopener noreferrer">dbt-mysql</a></li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="commands-to-run-or-create-in-your-terminal-and-the-dbt-project">Commands to run or create in your terminal and the dbt project<a id="user-setup-commands"></a><a class="hash-link" href="#commands-to-run-or-create-in-your-terminal-and-the-dbt-project" title="标题的直接链接">​</a></h4><ol><li>pip install dbt-mysql</li><li>dbt init demoapp (demoapp is project name)</li><li>create your SQL transformations and data models</li></ol><h2 class="anchor anchorWithStickyNavbar_LWe7" id="convert-data-by-dbt">Convert Data By DBT<a class="hash-link" href="#convert-data-by-dbt" title="标题的直接链接">​</a></h2><p>Use the Raw JSON API to manually initiate a run using <strong>cURL</strong> or graphical API tool such as <strong>Postman</strong>. <code>POST</code> the following request to the DevLake API Endpoint.</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token punctuation" style="color:#393A34">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;plugin&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;dbt&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;options&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;projectPath&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;/Users/abeizn/demoapp&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;projectName&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;demoapp&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;projectTarget&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;dev&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;selectedModels&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">[</span><span class="token string" style="color:#e3116c">&quot;my_first_dbt_model&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token string" style="color:#e3116c">&quot;my_second_dbt_model&quot;</span><span class="token punctuation" style="color:#393A34">]</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;projectVars&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;demokey1&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;demovalue1&quot;</span><span class="token punctuation" style="color:#393A34">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token property" style="color:#36acaa">&quot;demokey2&quot;</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">&quot;demovalue2&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"> </span><span class="token punctuation" style="color:#393A34">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token punctuation" style="color:#393A34">]</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><ul><li><code>projectPath</code>: the absolute path of the dbt project. (required)</li><li><code>projectName</code>: the name of the dbt project. (required)</li><li><code>projectTarget</code>: this is the default target your dbt project will use. (optional)</li><li><code>selectedModels</code>: a model is a select statement. Models are defined in .sql files, and typically in your models directory. (required)
And selectedModels accepts one or more arguments. Each argument can be one of:</li></ul><ol><li>a package name, runs all models in your project, example: example</li><li>a model name, runs a specific model, example: my_fisrt_dbt_model</li><li>a fully-qualified path to a directory of models.</li></ol><ul><li><code>projectVars</code>: variables to parametrize dbt models. (optional)
example:
<code>select * from events where event_type = &#x27;{{ var(&quot;event_type&quot;) }}&#x27;</code>
To execute this SQL query in your model, you need set a value for <code>event_type</code>.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="resources">Resources:<a class="hash-link" href="#resources" title="标题的直接链接">​</a></h3><ul><li>Learn more about dbt <a href="https://docs.getdbt.com/docs/introduction" target="_blank" rel="noopener noreferrer">in the docs</a></li><li>Check out <a href="https://discourse.getdbt.com/" target="_blank" rel="noopener noreferrer">Discourse</a> for commonly asked questions and answers</li></ul><br><br><br></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/Plugins/dbt.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/Plugins/customize"><div class="pagination-nav__sublabel">上一页</div><div class="pagination-nav__label">Customize</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/zh/docs/v0.17/Plugins/feishu"><div class="pagination-nav__sublabel">下一页</div><div class="pagination-nav__label">Feishu</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="#summary" class="table-of-contents__link toc-highlight">Summary</a></li><li><a href="#user-setup" class="table-of-contents__link toc-highlight">User setup<a id="user-setup"></a></a></li><li><a href="#convert-data-by-dbt" class="table-of-contents__link toc-highlight">Convert Data By DBT</a><ul><li><a href="#resources" class="table-of-contents__link toc-highlight">Resources:</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Docs</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/zh/docs/GettingStarted">Getting Started</a></li><li class="footer__item"><a class="footer__link-item" href="/zh/docs/DataModels/DevLakeDomainLayerSchema">Data Models</a></li><li class="footer__item"><a class="footer__link-item" href="/zh/docs/Metrics">Engineering Metrics</a></li></ul></div><div class="col footer__col"><div class="footer__title">Community</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://join.slack.com/t/devlake-io/shared_invite/zt-2ox842kuu-_6x3Lwdj88YpzKhMRpgnMg" target="_blank" rel="noopener noreferrer" class="footer__link-item">Slack</a></li><li class="footer__item"><a href="https://github.com/apache/incubator-devlake/issues" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub Issue Tracker</a></li><li class="footer__item"><a href="https://github.com/apache/incubator-devlake-website/issues" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub Issue Tracker For Docs</a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/apache/incubator-devlake" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub</a></li><li class="footer__item"><a href="https://twitter.com/ApacheDevLake" target="_blank" rel="noopener noreferrer" class="footer__link-item">Twitter</a></li><li class="footer__item"><a class="footer__link-item" href="/zh/community/trademark">Trademark Guidelines</a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">
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