{"id":544,"date":"2022-12-05T08:30:00","date_gmt":"2022-12-05T08:30:00","guid":{"rendered":"https:\/\/datablog.roman-halliday.com\/?p=544"},"modified":"2022-11-23T17:50:45","modified_gmt":"2022-11-23T17:50:45","slug":"a-technique-for-sharing-dbt-demo-projects","status":"publish","type":"post","link":"https:\/\/datablog.roman-halliday.com\/index.php\/2022\/12\/05\/a-technique-for-sharing-dbt-demo-projects\/","title":{"rendered":"A technique for sharing dbt demo projects"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"685\" src=\"https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/3683580-1024x685.jpg\" alt=\"\" class=\"wp-image-586\" srcset=\"https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/3683580-1024x685.jpg 1024w, https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/3683580-300x201.jpg 300w, https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/3683580-768x514.jpg 768w, https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/3683580-404x270.jpg 404w, https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/3683580.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>This was inspired by a thread in the <a href=\"https:\/\/www.getdbt.com\/community\/join-the-community\/\" target=\"_blank\" rel=\"noreferrer noopener\">dbt slack community<\/a>. A need came up for developers to be able to download a fully working and configured project which they could just run (or modify) to demonstrate an aspect of dbt or share a problem\/solution.<\/p>\n\n\n\n<p>This is an approach for sharing CLI\/dbt-core projects in a self-contained way. I&#8217;ve used <a href=\"https:\/\/www.sqlite.org\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">SQLite<\/a> so that regardless of the database a developer may usually use (and have installed, hosted or other access to), minimal extra installation is required to demo an aspect of dbt functionality. In short:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>From an empty directory, to <code>dbt run<\/code> in under 5 minutes.<\/p>\n<\/blockquote>\n\n\n\n<p>The project, code and documentation can be found on my GitHub here:<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/d-roman-halliday\/SQLite-DBT-Example\">https:\/\/github.com\/d-roman-halliday\/SQLite-DBT-Example<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What this isn&#8217;t!<\/h2>\n\n\n\n<p>Importantly, this isn&#8217;t a &#8220;getting started with dbt&#8221; project (although it uses their example models), and it&#8217;s not a guide on any specific dbt approach outside of structuring a project and repository to be self-contained.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is it for?<\/h2>\n\n\n\n<p>This is a suggestion for a common approach to creating an easily distributable demo project which any developer can use\/share\/modify. Mostly for the purpose of demonstrating dbt code or methods.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Worksop projects<\/li>\n\n\n\n<li>Sample transformations\/solutions<\/li>\n\n\n\n<li>Sample macros<\/li>\n\n\n\n<li>Sample problems<\/li>\n<\/ul>\n\n\n\n<p>The key point is that rather than just sharing a few example files or just a git repository of code. This approach is about a working dbt project which can be used, modified and then thrown away.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What&#8217;s significant about it?<\/h2>\n\n\n\n<p>This example (and anything built like it\/extending on it) is self-contained, so it can be replaced and deleted with minimal impact on the system it&#8217;s being run on. To achieve this, the project uses the&nbsp;<a href=\"https:\/\/docs.getdbt.com\/reference\/warehouse-setups\/sqlite-setup\">dbt-SQLite<\/a>&nbsp;database connector, with a local (to the project) <code>profiles.yml<\/code>&nbsp;configuration file.<\/p>\n\n\n\n<p>This can have a running pre-built dbt project without installing any large database software, or modifying existing local configurations. Everything is self-contained in a python virtual environment and local directory structure (checked out from GitHub).<a href=\"https:\/\/github.com\/d-roman-halliday\/SQLite-DBT-Example#out-of-the-box-install--execute\"><\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">How do I use it and what do I do with it?<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"333\" src=\"https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/database-plan.jpg\" alt=\"database plan\" class=\"wp-image-589\" srcset=\"https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/database-plan.jpg 500w, https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/database-plan-300x200.jpg 300w, https:\/\/datablog.roman-halliday.com\/wp-content\/uploads\/2022\/11\/database-plan-405x270.jpg 405w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><figcaption class=\"wp-element-caption\">database plan<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">View the existing example<\/h2>\n\n\n\n<p>Follow the steps under <a href=\"https:\/\/github.com\/d-roman-halliday\/SQLite-DBT-Example#step-by-step-checkout--execution\" target=\"_blank\" rel=\"noreferrer noopener\">&#8216;Step by step&#8217; Checkout &amp; Execution<\/a> to pull and run the project. In short, the below steps (note variations for windows\/git access):<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># Create a working directory\nmkdir dbt_demo\ncd dbt_demo\n\n# Clone the code from git (use one of)\ngit clone git@github.com:d-roman-halliday\/SQLite-DBT-Example.git\ngit clone https:\/\/github.com\/d-roman-halliday\/SQLite-DBT-Example.git\n\n# Create a python virtual environment (the second option shown as a Windows example, because python isn't always configured in the path on windows)\npython -m venv venv\n\"C:\\Program Files\\Python310\\python.exe\" -m venv venv\n\n# Start the virtual environment (The second line is for cmd under windows)...\nsource venv\/bin\/activate\nvenv\\Scripts\\activate.bat\n\n# ...and install `dbt-sqlite`\npip install --upgrade pip\npip install dbt-SQLite\n\n#Run the project (changing into directory, showing both options for run and build (which includes tests))\ncd SQLite-DBT-Example\ncd demo\n\ndbt run\n\ndbt build<\/pre>\n\n\n\n<p>There is also a demonstration script which does much of the installation work automated, this is documented under <a href=\"https:\/\/github.com\/d-roman-halliday\/SQLite-DBT-Example#setup-script\" target=\"_blank\" rel=\"noreferrer noopener\">Setup Script<\/a>. I recommend caution and reading the script before importing it and executing it as shown in the documentation, as it configures the virtual environment and checks out code from GitHub.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Create a distributable project<\/h2>\n\n\n\n<p>I hope this helps others, I&#8217;m planning on using it as an approach for some examples in the future. <\/p>\n\n\n\n<p>To use the same approach, people can either<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Copy the repository as is and modify it<\/li>\n\n\n\n<li>Follow the same steps I made under <a href=\"https:\/\/github.com\/d-roman-halliday\/SQLite-DBT-Example#installation--configuration-command-history\" target=\"_blank\" rel=\"noreferrer noopener\">Installation &amp; Configuration Command History<\/a>:<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">SQLite Database Browser<\/h2>\n\n\n\n<p>The only thing you might need to install (or use a standalone binary for) is a browser for SQLite databases, the <code>dbt-sqlite<\/code> python library can create and update the SQLite database, but it&#8217;s not helpful for browsing (to view the changed data). To view the database you will need either&nbsp;<a href=\"https:\/\/www.sqlite.org\/download.html\">SQLite<\/a>&nbsp;or an application which can browse the database file such as&nbsp;<a href=\"https:\/\/sqlitebrowser.org\/dl\/\">DB Browser for SQLite<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An approach for creating a dbt demo project which can be shared and run easily by any developer. From an empty directory, to dbt run in under 5 minutes.<\/p>\n","protected":false},"author":1,"featured_media":586,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[61,59,58],"tags":[63,62,66,67],"class_list":["post-544","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dbt","category-development","category-sqlite","tag-bash","tag-dbt","tag-git","tag-sqlite"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A technique for sharing dbt demo projects - Rows Across The Lake<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datablog.roman-halliday.com\/index.php\/2022\/12\/05\/a-technique-for-sharing-dbt-demo-projects\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A technique for sharing dbt demo projects - Rows Across The Lake\" \/>\n<meta property=\"og:description\" content=\"An approach for creating a dbt demo project which can be shared and run easily by any developer. 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