Toucan 3.0
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    • 👋Welcome to Toucan
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  • TUTORIALS
    • 📊Getting Started : Embedded Analytics
    • 🤓Advanced tutorials
      • Embedding a story with user attributes
        • Dynamic filter with user attributes
        • Dynamic Tables
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      • Using the HTTP API connector in advanced use cases
      • Using advanced syntax for SQL queries
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      • Deep customization chart (CSS)
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  • Data Management
    • 🧮Overview of Data In Toucan
    • 📡Datasources in Toucan
      • 🔌Managing Connectors
        • 🔌Creating, editing and deleting a connector
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    • 🧑‍🍳Preparing data
      • Overview of YouPrep™
        • 🎹Column header
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      • YouPrep™ Native SQL
      • Hybrid pipeline
    • ➿Managing variables in Toucan
      • ➿Variables hub
      • ♈Use variables in YouPrep™
      • ➿Easy reference to variables
    • 🧞Using advanced data concepts
      • 🧞Data personnalisation with user attributes
        • Connector setup with a user attribute
        • Database selection with a user attribute
        • YouPrep data filtering with a user attribute
        • Filter data in SQL with a user attribute
      • 🧞Advanced syntax for variables
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        • Customizing chart color elements
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        • Setting up, Managing and testing custom visibilities
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        • Creating a dynamic background based on an Filter's column
      • 🏠Home
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        • Creating Tiles
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      • 🧠Common Chart Configuration
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      • 🧞‍♂️Advanced chart configuration
        • Templating from chart's dataset
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        • Navigate with stories
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    • 👩‍💻Embedding
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      • ⚙️Embed SDK
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      • ❓FAQ
    • 🙋Self-Service
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  • Collaboration
    • ⏰Creating alerts
    • 📧Managing notifications
    • ➕Enriching a story with descriptions
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  • Administration
    • Page
    • ⚙️Instance Management
      • ⚙️Managing operations in SaaS
      • ⚙️Customizing your instance (whitelabel)
    • 👥Managing Users
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      • 👥Setting up permissions and visibilities
    • 🌐Managing languages in Toucan (internationalisation)
    • 📈Monitoring Engagement with User Analytics
      • 🎛️How to Filter your User Analytics?
      • 🖥️Understanding your User Analytics Dashboards
  • Additional Ressources
    • 📚External documentation
    • 🚁Support for App-builders
    • 🆕Latest releases
      • 🎁2025 Releases
      • 🎁2024 Releases
      • 🎁2023 Releases
    • 🔧Troubleshooting
      • Troubleshoot:: DataHub
      • Cross-Site Cookies
      • How to :: read the inspector error
      • How to :: troubleshoot the toucan way
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  1. Data Management
  2. Using advanced data concepts
  3. Data personnalisation with user attributes

Filter data in SQL with a user attribute

Last updated 10 months ago

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In this section, we'll explore the process of efficiently filtering tables using user attributes, utilizing the PostgreSQL connector as our example. This feature enables the dynamic application of row-level security, proving especially valuable in scenarios with a multi-tenant data architecture. In such setups, where data for all users is housed within a common table, our user-friendly approach empowers you to seamlessly implement and manage security measures tailored to your unique requirements.

It's highly recommended as an App-builder to be connected with an account that has the user attributes used that are set. This ensures a smooth and efficient configuration process.

Dive into the following guide to manage RLS directly within the SQL query:

  • When creating a dataset from a connector, switch to code-mode.

  • Write your SQL query to fetch data by filtering the data based on the user attribute (customer_key in the example below) by using the syntax {{user.attributes.your_attribute}}

If you are not connected with a user that has those attributes that are set, you can make the choice to use conditional templating syntax (given in the linked page above).

More on variable syntaxes in this .

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user variable syntax in SQL code mode
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