Currently, when authenticating a Fabric Data Agent via code, only BrowserCredential and DefaultAzureCredential (CLI-based) flows work reliably.
While this is fine for local development, it becomes a major blocker for containerization and production deployments, where:
- Interactive browser auth is not possible unless VMs are provisioned
- Azure CLI is not available or recommended inside containers
- Headless / non-interactive auth is required
This makes it difficult to deploy Data Agents in:
- Docker containers
- Kubernetes
- CI/CD pipelines
- Cloud-hosted services (App Service, Container Apps, etc.)
Expected behavior
The SDK should support non-interactive, production-grade authentication mechanisms, such as:
- Client Secret–based Service Principal authentication
- Managed Identity (system-assigned / user-assigned)
- Explicit TokenCredential injection without requiring browser or CLI dependencies
These are standard patterns across Azure SDKs and are essential for real-world deployments.
Actual behavior
-
BrowserCredential works only locally and requires user interaction
-
DefaultAzureCredential falls back to Azure CLI, which:
- Is unavailable in containers by default
- Is not a recommended auth mechanism for production workloads
As a result, agents cannot be reliably productionized today.
Why this matters
Without headless authentication support:
- Data Agents remain effectively dev-only
- Teams cannot adopt them in enterprise environments
- CI/CD, automation, and scalable deployments are blocked
This significantly limits real-world adoption.
Request
Please add support and documentation for:
- Service Principal–based authentication
- Managed Identity authentication
- Explicit
TokenCredential configuration patterns suitable for containers
Environment
- SDK: Fabric Data Agent (Python)
- Deployment target: Docker / Cloud-hosted services
- OS: Linux containers
Currently, when authenticating a Fabric Data Agent via code, only BrowserCredential and DefaultAzureCredential (CLI-based) flows work reliably.
While this is fine for local development, it becomes a major blocker for containerization and production deployments, where:
This makes it difficult to deploy Data Agents in:
Expected behavior
The SDK should support non-interactive, production-grade authentication mechanisms, such as:
These are standard patterns across Azure SDKs and are essential for real-world deployments.
Actual behavior
BrowserCredential works only locally and requires user interaction
DefaultAzureCredential falls back to Azure CLI, which:
As a result, agents cannot be reliably productionized today.
Why this matters
Without headless authentication support:
This significantly limits real-world adoption.
Request
Please add support and documentation for:
TokenCredentialconfiguration patterns suitable for containersEnvironment