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  • Immuta Documentation - 2025.1
  • Configuration
    • Deploy Immuta
      • Requirements
      • Install
        • Managed Public Cloud
        • Red Hat OpenShift
      • Upgrade
        • Migrating to the New Helm Chart
        • Upgrading IEHC
      • Guides
        • Ingress Configuration
        • TLS Configuration
        • Cosign Verification
        • Production Best Practices
        • Rotating Credentials
        • External Cache Configuration
        • Enabling Legacy Query Engine
        • Private Container Registries
        • Air-Gapped Environments
      • Disaster Recovery
      • Troubleshooting
      • Conventions
    • Connect Data Platforms
      • Data Platforms Overview
      • Amazon S3
      • AWS Lake Formation
        • Register an AWS Lake Formation Connection
        • AWS Lake Formation Reference Guide
      • Azure Synapse Analytics
        • Getting Started with Azure Synapse Analytics
        • Configure Azure Synapse Analytics Integration
        • Reference Guides
          • Azure Synapse Analytics Integration
          • Azure Synapse Analytics Pre-Configuration Details
      • Databricks
        • Databricks Spark
          • Getting Started with Databricks Spark
          • How-to Guides
            • Configure a Databricks Spark Integration
            • Manually Update Your Databricks Cluster
            • Install a Trusted Library
            • Project UDFs Cache Settings
            • Run R and Scala spark-submit Jobs on Databricks
            • DBFS Access
            • Troubleshooting
          • Reference Guides
            • Databricks Spark Integration Configuration
              • Installation and Compliance
              • Customizing the Integration
              • Setting Up Users
              • Spark Environment Variables
              • Ephemeral Overrides
            • Security and Compliance
            • Registering and Protecting Data
            • Accessing Data
              • Delta Lake API
        • Databricks Unity Catalog
          • Getting Started with Databricks Unity Catalog
          • How-to Guides
            • Register a Databricks Unity Catalog Connection
            • Configure a Databricks Unity Catalog Integration
            • Migrate to Unity Catalog
          • Databricks Unity Catalog Integration Reference Guide
      • Google BigQuery
      • Redshift
        • Getting Started with Redshift
        • How-to Guides
          • Configure Redshift Integration
          • Configure Redshift Spectrum
        • Reference Guides
          • Redshift Integration
          • Redshift Pre-Configuration Details
      • Snowflake
        • Getting Started with Snowflake
        • How-to Guides
          • Register a Snowflake Connection
          • Configure a Snowflake Integration
          • Snowflake Table Grants Migration
          • Edit or Remove Your Snowflake Integration
          • Integration Settings
            • Enable Snowflake Table Grants
            • Use Snowflake Data Sharing with Immuta
            • Configure Snowflake Lineage Tag Propagation
            • Enable Snowflake Low Row Access Policy Mode
              • Upgrade Snowflake Low Row Access Policy Mode
        • Reference Guides
          • Snowflake Integration
          • Snowflake Data Sharing
          • Snowflake Lineage Tag Propagation
          • Snowflake Low Row Access Policy Mode
          • Snowflake Table Grants
          • Warehouse Sizing Recommendations
        • Explanatory Guides
          • Phased Snowflake Onboarding
      • Starburst (Trino)
        • Getting Started with Starburst (Trino)
        • How-to Guides
          • Configure Starburst (Trino) Integration
          • Customize Read and Write Access Policies for Starburst (Trino)
        • Starburst (Trino) Integration Reference Guide
      • Queries Immuta Runs in Remote Platforms
      • Legacy Integrations
        • Securing Hive and Impala Without Sentry
        • Enabling ImmutaGroupsMapping
      • Connect Your Data
        • Connections
          • How-to Guides
            • Run Object Sync
            • Manage Connection Settings
            • Use the Connection Upgrade Manager
              • Troubleshooting
          • Reference Guides
            • Connections Reference Guide
            • Upgrading to Connections
              • Before You Begin
              • API Changes
              • FAQ
        • Data Sources
          • Data Sources in Immuta
          • Register Data Sources
            • Amazon S3 Data Source
            • Azure Synapse Analytics Data Source
            • Databricks Data Source
            • Google BigQuery Data Source
            • Redshift Data Source
            • Snowflake Data Source
              • Bulk Create Snowflake Data Sources
            • Starburst (Trino) Data Source
          • Data Source Settings
            • How-to Guides
              • Manage Data Sources and Data Source Settings
              • Manage Data Source Members
              • Manage Access Requests and Tasks
              • Manage Data Dictionary Descriptions
              • Disable Immuta from Sampling Raw Data
            • Data Source Health Checks Reference Guide
          • Schema Monitoring
            • How-to Guides
              • Run Schema Monitoring and Column Detection Jobs
              • Manage Schema Monitoring
            • Reference Guides
              • Schema Monitoring
              • Schema Projects
            • Why Use Schema Monitoring?
    • Manage Data Metadata
      • Connect External Catalogs
        • Getting Started with External Catalogs
        • Configure an External Catalog
        • Reference Guides
          • External Catalogs
          • Custom REST Catalogs
            • Custom REST Catalog Interface Endpoints
      • Data Identification
        • Introduction
        • Getting Started with Data Identification
        • How-to Guides
          • Use Identification
          • Manage Identifiers
          • Run and Manage Identification
          • Manage Identification Frameworks
          • Use Sensitive Data Discovery (SDD)
        • Reference Guides
          • How Competitive Criteria Analysis Works
          • Built-in Identifier Reference
            • Built-In Identifier Changelog
          • Built-in Discovered Tags Reference
      • Data Classification
        • How-to Guides
          • Activate Classification Frameworks
          • Adjust Identification and Classification Framework Tags
          • How to Use a Built-In Classification Framework with Your Own Tags
        • Classification Frameworks Reference Guide
      • Manage Tags
        • How-to Guides
          • Create and Manage Tags
          • Add Tags to Data Sources and Projects
        • Tags Reference Guide
    • Manage Users
      • Getting Started with Users
      • Identity Managers (IAMs)
        • How-to Guides
          • Okta LDAP Interface
          • OpenID Connect
            • OpenID Connect Protocol
            • Okta and OpenID Connect
            • OneLogin with OpenID Connect
          • SAML
            • SAML Protocol
            • Microsoft Entra ID
            • Okta SAML SCIM
        • Reference Guides
          • Identity Managers
          • SAML Single Logout
          • SAML Protocol Configuration Options
      • Immuta Users
        • How-to Guides
          • Managing Personas and Permissions
          • Manage Attributes and Groups
          • User Impersonation
          • External User ID Mapping
          • External User Info Endpoint
        • Reference Guides
          • Attributes and Groups in Immuta
          • Permissions and Personas
    • Organize Data into Domains
      • Getting Started with Domains
      • Domains Reference Guide
    • Application Settings
      • How-to Guides
        • App Settings
        • BI Tools
          • BI Tool Configuration Recommendations
          • Power BI Configuration Example
          • Tableau Configuration Example
        • Add a License Key
        • Add ODBC Drivers
        • Manage Encryption Keys
        • System Status Bundle
      • Reference Guides
        • Data Processing, Encryption, and Masking Practices
        • Metadata Ingestion
  • Governance
    • Introduction
      • Automate Data Access Control Decisions
        • The Two Paths: Orchestrated RBAC and ABAC
        • Managing User Metadata
        • Managing Data Metadata
        • Author Policy
        • Test and Deploy Policy
      • Compliantly Open More Sensitive Data for ML and Analytics
        • Managing User Metadata
        • Managing Data Metadata
        • Author Policy
    • Author Policies for Data Access Control
      • Introduction
        • Scalability and Evolvability
        • Understandability
        • Distributed Stewardship
        • Consistency
        • Availability of Data
      • Policies
        • Authoring Policies at Scale
        • Data Engineering with Limited Policy Downtime
        • Subscription Policies
          • How-to Guides
            • Author a Subscription Policy
            • Author an ABAC Subscription Policy
            • Subscription Policies Advanced DSL Guide
            • Author a Restricted Subscription Policy
            • Clone, Activate, or Stage a Global Policy
          • Reference Guides
            • Subscription Policies
            • Subscription Policy Access Types
            • Advanced Use of Special Functions
        • Data Policies
          • Overview
          • How-to Guides
            • Author a Masking Data Policy
            • Author a Minimization Policy
            • Author a Purpose-Based Restriction Policy
            • Author a Restricted Data Policy
            • Author a Row-Level Policy
            • Author a Time-Based Restriction Policy
            • Policy Certifications and Diffs
          • Reference Guides
            • Data Policy Types
            • Masking Policies
            • Row-Level Policies
            • Custom WHERE Clause Functions
            • Data Policy Conflicts and Fallback
            • Custom Data Policy Certifications
            • Orchestrated Masking Policies
      • Projects and Purpose-Based Access Control
        • Projects and Purpose Controls
          • Getting Started
          • How-to Guides
            • Create a Project
            • Create and Manage Purposes
            • Project Management
              • Manage Projects and Project Settings
              • Manage Project Data Sources
              • Manage Project Members
          • Reference Guides
            • Projects and Purposes
          • Why Use Purposes?
        • Equalized Access
          • Manage Project Equalization
          • Project Equalization Reference Guide
          • Why Use Project Equalization?
        • Masked Joins
          • Enable Masked Joins
          • Why Use Masked Joins?
        • Writing to Projects
          • How-to Guides
            • Create and Manage Snowflake Project Workspaces
            • Create and Manage Databricks Spark Project Workspaces
            • Write Data to the Workspace
          • Reference Guides
            • Project Workspaces
            • Project UDFs (Databricks)
    • Observe Access and Activity
      • Introduction
      • Audit
        • How-to Guides
          • Export Audit Logs to S3
          • Export Audit Logs to ADLS
          • Run Governance Reports
        • Reference Guides
          • Universal Audit Model (UAM)
            • UAM Schema
          • Query Audit Logs
            • Snowflake Query Audit Logs
            • Databricks Unity Catalog Query Audit Logs
            • Databricks Spark Query Audit Logs
            • Starburst (Trino) Query Audit Logs
          • Audit Export GraphQL Reference Guide
          • Governance Report Types
          • Unknown Users in Audit Logs
      • Dashboards
        • Use the Audit Dashboards How-To Guide
        • Audit Dashboards Reference Guide
      • Monitors
        • Manage Monitors and Observations
        • Monitors Reference Guide
    • Access Data
      • Subscribe to a Data Source
      • Query Data
        • Querying Snowflake Data
        • Querying Databricks Data
        • Querying Databricks SQL Data
        • Querying Starburst (Trino) Data
        • Querying Redshift Data
        • Querying Azure Synapse Analytics Data
        • Connect to a Database Tool to Run Ad Hoc Queries
      • Subscribe to Projects
  • Releases
    • Release Notes
      • Immuta v2025.1 Release Notes
        • User Interface Changes in v2025.1 LTS
      • Immuta LTS Changelog
      • Immuta Image Digests
      • Immuta CLI Release Notes
    • Immuta Release Lifecycle
    • Immuta Support Matrix Overview
    • Preview Features
      • Features in Preview
    • Deprecations and EOL
  • Developer Guides
    • The Immuta CLI
      • Install and Configure the Immuta CLI
      • Manage Your Immuta Tenant
      • Manage Data Sources
      • Manage Sensitive Data Discovery
        • Manage Sensitive Data Discovery Rules
        • Manage Identification Frameworks
        • Run Sensitive Data Discovery on Data Sources
      • Manage Policies
      • Manage Projects
      • Manage Purposes
      • Manage Audit
    • The Immuta API
      • Integrations API
        • Getting Started
        • How-to Guides
          • Configure an Amazon S3 Integration
          • Configure an Azure Synapse Analytics Integration
          • Configure a Databricks Unity Catalog Integration
          • Configure a Google BigQuery Integration
          • Configure a Redshift Integration
          • Configure a Snowflake Integration
          • Configure a Starburst (Trino) Integration
        • Reference Guides
          • Integrations API Endpoints
          • Integration Configuration Payload
          • Response Schema
          • HTTP Status Codes and Error Messages
      • Connections API
        • How-to Guides
          • Register a Connection
            • Register a Snowflake Connection
            • Register a Databricks Unity Catalog Connection
            • Register an AWS Lake Formation Connection
          • Manage a Connection
          • Deregister a Connection
        • Connection Registration Payloads Reference Guide
      • Immuta V2 API
        • Data Source Payload Attribute Details
        • Data Source Request Payload Examples
        • Create Policies API Examples
        • Create Projects API Examples
        • Create Purposes API Examples
      • Immuta V1 API
        • Authenticate with the API
        • Configure Your Instance of Immuta
          • Get Job Status
          • Manage Frameworks
          • Manage IAMs
          • Manage Licenses
          • Manage Notifications
          • Manage Tags
          • Manage Webhooks
          • Search Filters
          • Manage Identification
            • Identification Frameworks to Identifiers in Domains
            • Manage Sensitive Data Discovery (SDD)
        • Connect Your Data
          • Create and Manage an Amazon S3 Data Source
          • Create an Azure Synapse Analytics Data Source
          • Create an Azure Blob Storage Data Source
          • Create a Databricks Data Source
          • Create a Presto Data Source
          • Create a Redshift Data Source
          • Create a Snowflake Data Source
          • Create a Starburst (Trino) Data Source
          • Manage the Data Dictionary
        • Use Domains
        • Manage Data Access
          • Manage Access Requests
          • Manage Data and Subscription Policies
          • Manage Write Policies
            • Write Policies Payloads and Response Schema Reference Guide
          • Policy Handler Objects
          • Search Connection Strings
          • Search for Organizations
          • Search Schemas
        • Subscribe to and Manage Data Sources
        • Manage Projects and Purposes
          • Manage Projects
          • Manage Purposes
        • Generate Governance Reports
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On this page
  • Subscribe to a project
  • Change project contexts
  • Switch projects in the Immuta UI
  • Switch projects using UDFs in Databricks
  • Create a project-based API key
  • Leave a project
  • Manage project data sources
  • Add data sources to a project
  • Add data sources by purpose
  • Create a derived data source outside a workspace
  • Remove data sources from a project
  • Search for projects

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  1. Governance
  2. Access Data

Subscribe to Projects

Subscribe to a project

  1. Click Data in the navigation menu and then select Projects.

  2. Click Join Project from either the all projects view or the project overview tab, which can be accessed by clicking on the project.

  3. Click Join to confirm you want to join the project.

  4. After you have been granted access to the project, go to the project and click I Agree to acknowledge that you will only use the project for its specified purposes.

Change project contexts

Switch projects in the Immuta UI

  1. Click the dropdown menu in the top right corner of the console.

  2. Select a project. Once selected, the current project will display at all times in the top right corner of the console.

If you unsubscribe from the project, this display will default to No Current Project.

Switch projects using UDFs in Databricks

  1. View your available projects by running the following query in Spark: select * from immuta.list_projects. In the resulting table, note the values listed in the id column; this value will be used at the parameter in the following step.

  2. Run select immuta.set_current_project(<id>). This UDF must be called in its own notebook cell to ensure the changes take effect.

Your project context will be switched, and that project's data sources and workspaces will now be visible. To set your project context to None, run select immuta.set_current_project() with no parameters.

Create a project-based API key

Any project member can create project-based API keys, which are used for authenticating external tools with Immuta.

  1. Navigate to the Project Overview tab.

  2. Click Get API Key in the upper right corner.

  3. A window will display with the API key. Store this key somewhere secure. If you misplace it, you will have to generate a new one and re-authenticate all services connected to Immuta via this key.

  4. Click Close.

Leave a project

  1. Navigate to the Project Overview tab.

  2. Click the Leave Project button in the upper right corner, and then click Confirm.

Manage project data sources

Add data sources to a project

  1. Select the project, and then navigate to the Project Overview tab.

  2. Click the Add Data Sources button in the Data Sources section in the center pane.

  3. Start typing the name of a data source you'd like to include in the project.

  4. Select the data source from the list of auto-completed options in the dropdown menu.

  5. Repeat this process to add additional data sources to the list. Click Remove to remove them.

  6. When complete, click the Add button at the bottom of the list.

Add data sources by purpose

You can automatically add all data sources to a project that contain a Limit usage to purpose policy that matches the purpose of that project.

  1. Select a Project, and click the Add Data Sources button on the Data Sources tab.

  2. Click Add By Purpose in the top right of the dialog.

  3. All data sources matching the project's purpose(s) will populate at the bottom of the dialog. Review this list, and then click Save.

Create a derived data source outside a workspace

  1. Select a project and navigate to the Overview or Data Sources tab.

  2. Click Add Derived Data Source.

  3. Begin typing in the Search by Name or Description text box, and then select the data source(s) from which your new data source will be derived.

  4. Click Save.

Deprecation notice: Support for this feature has been deprecated.

Remove data sources from a project

As a project member, you can only delete data sources you've added to the project.

  1. Select a project, and then click the Data Sources tab.

  2. Click the Remove Data Source icon in the Actions column of the data source you want to remove.

  3. Click Confirm in the window that appears.

Search for projects

Immuta's UI provides a list of all projects, excluding those that have been set to private. Users can search for projects by keyword, tag, or data source.

  1. To access a list of all projects, click the projects icon in the left sidebar, and then click the All Projects tab.

  2. To filter projects by keyword, type one or more keywords into the search box at the top of the page, and select a keyword from the auto-completed results. If a list does not display, then no keywords matching that text currently exist.

  3. To filter projects by tags, type one or more tag names into the search box at the top of the page and select a tag from the list of auto-completed results. If a list of tags does not display, then no tags matching that text currently exist.

  4. To filter projects by data sources, type one or more data source names into the search box at the top of the page and select a data source from the list of auto-completed results. If a list of data sources does not display, then no data sources matching that text currently exist.

Last updated 4 months ago

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Note: Since the UDFs are not actually registered with the FunctionRegistry, if you call DESCRIBE FUNCTION immuta.set_current_project, you won't get back the documentation for the UDF. For a complete list of functions, see the reference guide.

Any project member can add data sources to a project, unless the or features are enabled; in those cases only project owners can add data sources to the project.

Follow the instructions for .

Project UDFs
project equalization
allow masked joins
creating a data source