| <script>function gtag(){dataLayer.push(arguments)}window.dataLayer=window.dataLayer||[],gtag("js",new Date),gtag("config","G-PKZLL38MQG",{anonymize_ip:!0})</script><title data-rh="true">DBT | Apache DevLake - Open-Source Dev Data Platform for Productivity</title><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://devlake.apache.org/docs/v0.17/Plugins/dbt"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="keywords" content="Engineering Productivity, Open-Source Engineering, Open-Source Integration Tools, Data Integrates Platform, Open-Source Dev Platform, Open-Source Data Integrates, DevOps Tools Integrates, Open-Source DevOps Tools"><meta data-rh="true" name="docusaurus_version" content="v0.17"><meta data-rh="true" name="docusaurus_tag" content="docs-default-v0.17"><meta data-rh="true" name="docsearch:version" content="v0.17"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-v0.17"><meta data-rh="true" property="og:title" content="DBT | Apache DevLake - Open-Source Dev Data Platform for Productivity"><meta data-rh="true" name="description" content="DBT Plugin |
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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="/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">Version: v0.17</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>DBT</h1></header><h2 class="anchor anchorWithStickyNavbar_LWe7" id="summary">Summary<a class="hash-link" href="#summary" title="Direct link to heading"></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="Direct link to heading"></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="Direct link to heading"></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="Direct link to heading"></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="Direct link to heading"></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">"plugin"</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"dbt"</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">"options"</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">"projectPath"</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"/Users/abeizn/demoapp"</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">"projectName"</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"demoapp"</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">"projectTarget"</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"dev"</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">"selectedModels"</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">"my_first_dbt_model"</span><span class="token punctuation" style="color:#393A34">,</span><span class="token string" style="color:#e3116c">"my_second_dbt_model"</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">"projectVars"</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">"demokey1"</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"demovalue1"</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">"demokey2"</span><span class="token operator" style="color:#393A34">:</span><span class="token plain"> </span><span class="token string" style="color:#e3116c">"demovalue2"</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="Copy code to clipboard" title="Copy" 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) |
