base on The simplest, fastest way to get business intelligence and analytics to everyone in your company :yum: # Metabase [Metabase](https://www.metabase.com) is the easy, open-source way for everyone in your company to ask questions and learn from data.  [](https://github.com/metabase/metabase/releases) [](https://codecov.io/gh/metabase/metabase)  ## Get started The easiest way to get started with Metabase is to sign up for a free trial of [Metabase Cloud](https://store.metabase.com/checkout). You get support, backups, upgrades, an SMTP server, SSL certificate, SoC2 Type 2 security auditing, and more (plus your money goes toward improving Metabase). Check out our quick overview of [cloud vs self-hosting](https://www.metabase.com/docs/latest/cloud/cloud-vs-self-hosting). If you need to, you can always switch to [self-hosting](https://www.metabase.com/docs/latest/installation-and-operation/installing-metabase) Metabase at any time (or vice versa). ## Features - [Set up in five minutes](https://www.metabase.com/docs/latest/setting-up-metabase.html) (we're not kidding). - Let anyone on your team [ask questions](https://www.metabase.com/docs/latest/users-guide/04-asking-questions.html) without knowing SQL. - Use the [SQL editor](https://www.metabase.com/docs/latest/questions/native-editor/writing-sql) for more complex queries. - Build handsome, interactive [dashboards](https://www.metabase.com/docs/latest/users-guide/07-dashboards.html) with filters, auto-refresh, fullscreen, and custom click behavior. - Create [models](https://www.metabase.com/learn/getting-started/models) that clean up, annotate, and/or combine raw tables. - Define canonical [segments and metrics](https://www.metabase.com/docs/latest/administration-guide/07-segments-and-metrics.html) for your team to use. - Send data to Slack or email on a schedule with [dashboard subscriptions](https://www.metabase.com/docs/latest/users-guide/dashboard-subscriptions). - Set up [alerts](https://www.metabase.com/docs/latest/users-guide/15-alerts.html) to have Metabase notify you when your data changes. - [Embed charts and dashboards](https://www.metabase.com/docs/latest/administration-guide/13-embedding.html) in your app, or even [your entire Metabase](https://www.metabase.com/docs/latest/enterprise-guide/full-app-embedding.html). Take a [tour of Metabase](https://www.metabase.com/learn/getting-started/tour-of-metabase). ## Supported databases - [Officially supported databases](./docs/databases/connecting.md#connecting-to-supported-databases) - [Partner and Community drivers](./docs/developers-guide/partner-and-community-drivers.md) ## Installation Metabase can be run just about anywhere. Check out our [Installation Guides](https://www.metabase.com/docs/latest/operations-guide/installing-metabase). ## Contributing ## Quick Setup: Dev environment In order to spin up a development environment, you need to start the front end and the backend as follows: ### Frontend quick setup The following command will install the Javascript dependencies: ``` $ yarn install ``` To build and run without watching changes: ``` $ yarn build ``` To build and run with hot-reload: ``` $ yarn build-hot ``` ### Backend quick setup In order to run the backend, you'll need to build the drivers first, and then start the backend: ``` $ ./bin/build-drivers.sh $ clojure -M:run ``` For a more detailed setup of a dev environment for Metabase, check out our [Developers Guide](./docs/developers-guide/start.md). ## Internationalization We want Metabase to be available in as many languages as possible. See which translations are available and help contribute to internationalization using our project over at [POEditor](https://poeditor.com/join/project/ynjQmwSsGh). You can also check out our [policies on translations](https://www.metabase.com/docs/latest/administration-guide/localization.html). ## Extending Metabase Hit our Query API from Javascript to integrate analytics. Metabase enables your application to: - Build moderation interfaces. - Export subsets of your users to third party marketing automation software. - Provide a custom customer lookup application for the people in your company. Check out our guide, [Working with the Metabase API](https://www.metabase.com/learn/administration/metabase-api). ## Security Disclosure See [SECURITY.md](./SECURITY.md) for details. ## License This repository contains the source code for both the Open Source edition of Metabase, released under the AGPL, as well as the [commercial editions of Metabase](https://www.metabase.com/pricing), which are released under the Metabase Commercial Software License. See [LICENSE.txt](./LICENSE.txt) for details. Unless otherwise noted, all files © 2024 Metabase, Inc. ## [Metabase Experts](https://www.metabase.com/partners/) If you’d like more technical resources to set up your data stack with Metabase, connect with a [Metabase Expert](https://www.metabase.com/partners/?utm_source=readme&utm_medium=metabase-expetrs&utm_campaign=readme). ", Assign "at most 3 tags" to the expected json: {"id":"2199","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"