base on Open-source BI for engineers <p align="center"> <a href="https://quary.dev"> <img align="center" src="https://storage.googleapis.com/public_hosted_materials/quary.svg" height="128"> <h1 align="center">Quary</h1> <h3 align="center">Business Intelligence for Engineers 🅀</h3> </a> </p> <div class="title-block" style="text-align: center;" align="center"> [](https://www.quary.dev/) [](https://join.slack.com/t/quarylabs/shared_invite/zt-2dlbfnztw-dMLXJVL38NcbhqRuM5gUcw) [](https://www.ycombinator.com/companies/quary) [](https://github.com/quarylabs/quary) </div> <h2>With Quary, engineers can:</h2> - 🔌 Connect to their Database - 📖 Write SQL queries to transform, organize, and document tables in a database - 📊 Create charts, dashboards and reports (in development) - 🧪 Test, collaborate & refactor iteratively through version control - 🚀 Deploy the organised, documented model back up to the database View the [documentation](https://www.quary.dev/docs). ## 🗃️ Supported Databases <p align="center"> <img src="https://img.shields.io/badge/Amazon%20Redshift-527FFF?style=for-the-badge&logo=Amazon%20Redshift&logoColor=white" alt="Amazon Redshift"> <img src="https://img.shields.io/badge/Google%20BigQuery-4285F4?style=for-the-badge&logo=Google%20Cloud&logoColor=white" alt="Google BigQuery"> <img src="https://img.shields.io/badge/PostgreSQL-336791?style=for-the-badge&logo=postgresql&logoColor=white" alt="PostgreSQL"> <img src="https://img.shields.io/badge/Snowflake-29B5E8?style=for-the-badge&logo=snowflake&logoColor=white" alt="Snowflake"> <img src="https://img.shields.io/badge/Supabase-3ECF8E?style=for-the-badge&logo=supabase&logoColor=white" alt="Supabase"> <img src="https://img.shields.io/badge/DuckDB-FFF?style=for-the-badge&logo=duckdb&logoColor=black" alt="DuckDB"> <img src="https://img.shields.io/badge/SQLite-003B57?style=for-the-badge&logo=sqlite&logoColor=white" alt="SQLite"> </p>  ## 🏗️ Asset Types in Quary Define and manage the following asset types as code: - **Sources:** Define the external data sources that feed into Quary, such as database tables, flat files, or APIs (with DuckDB). - **Models:** Transform raw data from sources into analysis-ready datasets using SQL, this lets engineers split complex queries into atomic components. - **Charts:** Create visual representations of your data using SQL. - **🚧 Dashboards (WIP):** Combine multiple charts into a single view, allowing engineers to monitor and analyze data in one place. - **🚧 Reports (WIP):** Create detailed reports to share insights and findings with your team or stakeholders. ## 🚀 Getting Started ### Installation Quary is a VSCode Extension (Interface) & Rust-based CLI (Core) #### Extension The VSCode extension can be installed [here](https://marketplace.visualstudio.com/items?itemName=Quary.quary-extension). Note that it depends on the CLI being installed. #### CLI #### Homebrew installation ``` brew install quarylabs/quary/quary ``` #### Linux/Mac through curl Quary can be installed using curl on Linux/Mac using the following command: ```shell curl -fsSL https://raw.githubusercontent.com/quarylabs/quary/main/install.sh | bash ``` #### Other installations Other builds are available in the [releases page](https://github.com/quarylabs/quary/releases/latest) to download. ### Usage Once installed, a sample project can be created and run as follows: ```shell mkdir example # create an empty project folder cd example quary init # initialize DuckDB demo project with sample data quary compile # validate the project structure and model references without database quary build # build and execute the model views/seeds against target database quary test -s # run defined tests against target database ``` <h2>🅀 Community</h2> [Join our Slack channel](https://join.slack.com/t/quarylabs/shared_invite/zt-2dlbfnztw-dMLXJVL38NcbhqRuM5gUcw), for help, ideas, and discussions. ## Support If you run into any problems using Quary, please let us know. We want Quary to be easy-to-use, so if you are getting confused, it is our fault, not yours. [Create an issue](https://github.com/quarylabs/quary/issues) and we'll be happy to help you out. ### Check out our other projects [SQRUFF](https://github.com/quarylabs/sqruff), a compact, high-speed SQL linter, engineered with Rust efficiency. ", Assign "at most 3 tags" to the expected json: {"id":"8037","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"