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feat: Add Kubernetes authentication (#1778)

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# What does this PR do?

This commit adds a new authentication system to the Llama Stack server
with support for Kubernetes and custom authentication providers. Key
changes include:

- Implemented KubernetesAuthProvider for validating Kubernetes service
account tokens
- Implemented CustomAuthProvider for validating tokens against external
endpoints - this is the same code that was already present.
- Added test for Kubernetes
- Updated server configuration to support authentication settings
- Added documentation for authentication configuration and usage

The authentication system supports:
- Bearer token validation
- Kubernetes service account token validation
- Custom authentication endpoints

## Test Plan

Setup a Kube cluster using Kind or Minikube.

Run a server with:

```
server:
  port: 8321
  auth:
    provider_type: kubernetes
    config:
      api_server_url: http://url
      ca_cert_path: path/to/cert (optional)
```

Run:

```
curl -s -L -H "Authorization: Bearer $(kubectl create token my-user)" http://127.0.0.1:8321/v1/providers
```

Or replace "my-user" with your service account.

Signed-off-by: Sébastien Han <seb@redhat.com>
This commit is contained in:
Sébastien Han 2025-04-28 22:24:58 +02:00 • committed by GitHub
parent e6bbf8d20b
commit 79851d93aa
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136
.github/workflows/integration-auth-tests.yml vendored Normal file
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@ -0,0 +1,136 @@
name: Integration Auth Tests
on:
push:
branches: [ main ]
pull_request:
branches: [ main ]
paths:
- 'distributions/**'
- 'llama_stack/**'
- 'tests/integration/**'
- 'uv.lock'
- 'pyproject.toml'
- 'requirements.txt'
- '.github/workflows/integration-auth-tests.yml' # This workflow
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
jobs:
test-matrix:
runs-on: ubuntu-latest
strategy:
matrix:
auth-provider: [kubernetes]
fail-fast: false # we want to run all tests regardless of failure
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Install uv
uses: astral-sh/setup-uv@v5
with:
python-version: "3.10"
- name: Set Up Environment and Install Dependencies
run: |
uv sync --extra dev --extra test
uv pip install -e .
llama stack build --template ollama --image-type venv
- name: Install minikube
if: ${{ matrix.auth-provider == 'kubernetes' }}
uses: medyagh/setup-minikube@latest
- name: Start minikube
if: ${{ matrix.auth-provider == 'kubernetes' }}
run: |
minikube start
kubectl get pods -A
- name: Configure Kube Auth
if: ${{ matrix.auth-provider == 'kubernetes' }}
run: |
kubectl create namespace llama-stack
kubectl create serviceaccount llama-stack-auth -n llama-stack
kubectl create rolebinding llama-stack-auth-rolebinding --clusterrole=admin --serviceaccount=llama-stack:llama-stack-auth -n llama-stack
kubectl create token llama-stack-auth -n llama-stack > llama-stack-auth-token
- name: Set Kubernetes Config
if: ${{ matrix.auth-provider == 'kubernetes' }}
run: |
echo "KUBERNETES_API_SERVER_URL=$(kubectl config view --minify -o jsonpath='{.clusters[0].cluster.server}')" >> $GITHUB_ENV
echo "KUBERNETES_CA_CERT_PATH=$(kubectl config view --minify -o jsonpath='{.clusters[0].cluster.certificate-authority}')" >> $GITHUB_ENV
- name: Set Kube Auth Config and run server
env:
INFERENCE_MODEL: "meta-llama/Llama-3.2-3B-Instruct"
if: ${{ matrix.auth-provider == 'kubernetes' }}
run: |
run_dir=$(mktemp -d)
cat <<'EOF' > $run_dir/run.yaml
version: '2'
image_name: kube
apis:
- agents
- datasetio
- eval
- inference
- safety
- scoring
- telemetry
- tool_runtime
- vector_io
providers:
agents:
- provider_id: meta-reference
provider_type: inline::meta-reference
config:
persistence_store:
type: sqlite
namespace: null
db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/ollama}/agents_store.db
telemetry:
- provider_id: meta-reference
provider_type: inline::meta-reference
config:
service_name: "${env.OTEL_SERVICE_NAME:\u200B}"
sinks: ${env.TELEMETRY_SINKS:console,sqlite}
sqlite_db_path: ${env.SQLITE_DB_PATH:~/.llama/distributions/ollama/trace_store.db}
server:
port: 8321
EOF
yq eval '.server.auth = {"provider_type": "${{ matrix.auth-provider }}"}' -i $run_dir/run.yaml
yq eval '.server.auth.config = {"api_server_url": "${{ env.KUBERNETES_API_SERVER_URL }}", "ca_cert_path": "${{ env.KUBERNETES_CA_CERT_PATH }}"}' -i $run_dir/run.yaml
cat $run_dir/run.yaml
source .venv/bin/activate
nohup uv run llama stack run $run_dir/run.yaml --image-type venv > server.log 2>&1 &
- name: Wait for Llama Stack server to be ready
run: |
echo "Waiting for Llama Stack server..."
for i in {1..30}; do
if curl -s -L -H "Authorization: Bearer $(cat llama-stack-auth-token)" http://localhost:8321/v1/health | grep -q "OK"; then
echo "Llama Stack server is up!"
if grep -q "Enabling authentication with provider: ${{ matrix.auth-provider }}" server.log; then
echo "Llama Stack server is configured to use ${{ matrix.auth-provider }} auth"
exit 0
else
echo "Llama Stack server is not configured to use ${{ matrix.auth-provider }} auth"
cat server.log
exit 1
fi
fi
sleep 1
done
echo "Llama Stack server failed to start"
cat server.log
exit 1
- name: Test auth
run: |
curl -s -L -H "Authorization: Bearer $(cat llama-stack-auth-token)" http://127.0.0.1:8321/v1/providers|jq

106
docs/source/distributions/configuration.md
View file

@ -53,6 +53,13 @@ models:
provider_id: ollama
provider_model_id: null
shields: []
server:
port: 8321
auth:
provider_type: "kubernetes"
config:
api_server_url: "https://kubernetes.default.svc"
ca_cert_path: "/path/to/ca.crt"
```
Let's break this down into the different sections. The first section specifies the set of APIs that the stack server will serve:
@ -102,6 +109,105 @@ A Model is an instance of a "Resource" (see [Concepts](../concepts/index)) and i
What's with the `provider_model_id` field? This is an identifier for the model inside the provider's model catalog. Contrast it with `model_id` which is the identifier for the same model for Llama Stack's purposes. For example, you may want to name "llama3.2:vision-11b" as "image_captioning_model" when you use it in your Stack interactions. When omitted, the server will set `provider_model_id` to be the same as `model_id`.
## Server Configuration
The `server` section configures the HTTP server that serves the Llama Stack APIs:
```yaml
server:
port: 8321 # Port to listen on (default: 8321)
tls_certfile: "/path/to/cert.pem" # Optional: Path to TLS certificate for HTTPS
tls_keyfile: "/path/to/key.pem" # Optional: Path to TLS key for HTTPS
auth: # Optional: Authentication configuration
provider_type: "kubernetes" # Type of auth provider
config: # Provider-specific configuration
api_server_url: "https://kubernetes.default.svc"
ca_cert_path: "/path/to/ca.crt" # Optional: Path to CA certificate
```
### Authentication Configuration
The `auth` section configures authentication for the server. When configured, all API requests must include a valid Bearer token in the Authorization header:
```
Authorization: Bearer <token>
```
The server supports multiple authentication providers:
#### Kubernetes Provider
The Kubernetes cluster must be configured to use a service account for authentication.
```bash
kubectl create namespace llama-stack
kubectl create serviceaccount llama-stack-auth -n llama-stack
kubectl create rolebinding llama-stack-auth-rolebinding --clusterrole=admin --serviceaccount=llama-stack:llama-stack-auth -n llama-stack
kubectl create token llama-stack-auth -n llama-stack > llama-stack-auth-token
```
Validates tokens against the Kubernetes API server:
```yaml
server:
auth:
provider_type: "kubernetes"
config:
api_server_url: "https://kubernetes.default.svc" # URL of the Kubernetes API server
ca_cert_path: "/path/to/ca.crt" # Optional: Path to CA certificate
```
The provider extracts user information from the JWT token:
- Username from the `sub` claim becomes a role
- Kubernetes groups become teams
You can easily validate a request by running:
```bash
curl -s -L -H "Authorization: Bearer $(cat llama-stack-auth-token)" http://127.0.0.1:8321/v1/providers
```
#### Custom Provider
Validates tokens against a custom authentication endpoint:
```yaml
server:
auth:
provider_type: "custom"
config:
endpoint: "https://auth.example.com/validate" # URL of the auth endpoint
```
The custom endpoint receives a POST request with:
```json
{
"api_key": "<token>",
"request": {
"path": "/api/v1/endpoint",
"headers": {
"content-type": "application/json",
"user-agent": "curl/7.64.1"
},
"params": {
"key": ["value"]
}
}
}
```
And must respond with:
```json
{
"access_attributes": {
"roles": ["admin", "user"],
"teams": ["ml-team", "nlp-team"],
"projects": ["llama-3", "project-x"],
"namespaces": ["research"]
},
"message": "Authentication successful"
}
```
If no access attributes are returned, the token is used as a namespace.
## Extending to handle Safety
Configuring Safety can be a little involved so it is instructive to go through an example.

16
llama_stack/distribution/datatypes.py
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@ -4,6 +4,7 @@
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
from enum import Enum
from typing import Annotated, Any, Dict, List, Optional, Union
from pydantic import BaseModel, Field
@ -235,10 +236,21 @@ class LoggingConfig(BaseModel):
)
class AuthProviderType(str, Enum):
"""Supported authentication provider types."""
KUBERNETES = "kubernetes"
CUSTOM = "custom"
class AuthenticationConfig(BaseModel):
endpoint: str = Field(
provider_type: AuthProviderType = Field(
...,
description="Endpoint URL to validate authentication tokens",
description="Type of authentication provider (e.g., 'kubernetes', 'custom')",
)
config: Dict[str, str] = Field(
...,
description="Provider-specific configuration",
)

146
llama_stack/distribution/server/auth.py
View file

@ -5,74 +5,29 @@
# the root directory of this source tree.
import json
from typing import Dict, List, Optional
from urllib.parse import parse_qs
import httpx
from pydantic import BaseModel, Field
from llama_stack.distribution.datatypes import AccessAttributes
from llama_stack.distribution.server.auth_providers import AuthProviderConfig, create_auth_provider
from llama_stack.log import get_logger
logger = get_logger(name=__name__, category="auth")
class AuthRequestContext(BaseModel):
path: str = Field(description="The path of the request being authenticated")
headers: Dict[str, str] = Field(description="HTTP headers from the original request (excluding Authorization)")
params: Dict[str, List[str]] = Field(
description="Query parameters from the original request, parsed as dictionary of lists"
)
class AuthRequest(BaseModel):
api_key: str = Field(description="The API key extracted from the Authorization header")
request: AuthRequestContext = Field(description="Context information about the request being authenticated")
class AuthResponse(BaseModel):
"""The format of the authentication response from the auth endpoint."""
access_attributes: Optional[AccessAttributes] = Field(
default=None,
description="""
Structured user attributes for attribute-based access control.
These attributes determine which resources the user can access.
The model provides standard categories like "roles", "teams", "projects", and "namespaces".
Each attribute category contains a list of values that the user has for that category.
During access control checks, these values are compared against resource requirements.
Example with standard categories:
```json
{
"roles": ["admin", "data-scientist"],
"teams": ["ml-team"],
"projects": ["llama-3"],
"namespaces": ["research"]
}
```
""",
)
message: Optional[str] = Field(
default=None, description="Optional message providing additional context about the authentication result."
)
class AuthenticationMiddleware:
"""Middleware that authenticates requests using an external auth endpoint.
"""Middleware that authenticates requests using configured authentication provider.
This middleware:
1. Extracts the Bearer token from the Authorization header
2. Sends it to the configured auth endpoint along with request details
3. Validates the response and extracts user attributes
2. Uses the configured auth provider to validate the token
3. Extracts user attributes from the provider's response
4. Makes these attributes available to the route handlers for access control
Authentication Request Format:
The middleware supports multiple authentication providers through the AuthProvider interface:
- Kubernetes: Validates tokens against the Kubernetes API server
- Custom: Validates tokens against a custom endpoint
Authentication Request Format for Custom Auth Provider:
```json
{
"api_key": "the-api-key-extracted-from-auth-header",
@ -105,21 +60,26 @@ class AuthenticationMiddleware:
}
```
Token Validation:
Each provider implements its own token validation logic:
- Kubernetes: Uses TokenReview API to validate service account tokens
- Custom: Sends token to custom endpoint for validation
Attribute-Based Access Control:
The attributes returned by the auth endpoint are used to determine which
The attributes returned by the auth provider are used to determine which
resources the user can access. Resources can specify required attributes
using the access_attributes field. For a user to access a resource:
1. All attribute categories specified in the resource must be present in the user's attributes
2. For each category, the user must have at least one matching value
If the auth endpoint doesn't return any attributes, the user will only be able to
If the auth provider doesn't return any attributes, the user will only be able to
access resources that don't have access_attributes defined.
"""
def __init__(self, app, auth_endpoint):
def __init__(self, app, auth_config: AuthProviderConfig):
self.app = app
self.auth_endpoint = auth_endpoint
self.auth_provider = create_auth_provider(auth_config)
async def __call__(self, scope, receive, send):
if scope["type"] == "http":
@ -129,66 +89,34 @@ class AuthenticationMiddleware:
if not auth_header or not auth_header.startswith("Bearer "):
return await self._send_auth_error(send, "Missing or invalid Authorization header")
api_key = auth_header.split("Bearer ", 1)[1]
token = auth_header.split("Bearer ", 1)[1]
path = scope.get("path", "")
request_headers = {k.decode(): v.decode() for k, v in headers.items()}
# Remove sensitive headers
if "authorization" in request_headers:
del request_headers["authorization"]
query_string = scope.get("query_string", b"").decode()
params = parse_qs(query_string)
# Build the auth request model
auth_request = AuthRequest(
api_key=api_key,
request=AuthRequestContext(
path=path,
headers=request_headers,
params=params,
),
)
# Validate with authentication endpoint
# Validate token and get access attributes
try:
async with httpx.AsyncClient() as client:
response = await client.post(
self.auth_endpoint,
json=auth_request.model_dump(),
timeout=10.0, # Add a reasonable timeout
)
if response.status_code != 200:
logger.warning(f"Authentication failed: {response.status_code}")
return await self._send_auth_error(send, "Authentication failed")
# Parse and validate the auth response
try:
response_data = response.json()
auth_response = AuthResponse(**response_data)
# Store attributes in request scope for access control
if auth_response.access_attributes:
user_attributes = auth_response.access_attributes.model_dump(exclude_none=True)
else:
logger.warning("No access attributes, setting namespace to api_key by default")
user_attributes = {
"namespaces": [api_key],
}
scope["user_attributes"] = user_attributes
logger.debug(f"Authentication successful: {len(user_attributes)} attributes")
except Exception:
logger.exception("Error parsing authentication response")
return await self._send_auth_error(send, "Invalid authentication response format")
access_attributes = await self.auth_provider.validate_token(token, scope)
except httpx.TimeoutException:
logger.exception("Authentication request timed out")
return await self._send_auth_error(send, "Authentication service timeout")
except ValueError as e:
logger.exception("Error during authentication")
return await self._send_auth_error(send, str(e))
except Exception:
logger.exception("Error during authentication")
return await self._send_auth_error(send, "Authentication service error")
# Store attributes in request scope for access control
if access_attributes:
user_attributes = access_attributes.model_dump(exclude_none=True)
else:
logger.warning("No access attributes, setting namespace to token by default")
user_attributes = {
"namespaces": [token],
}
# Store attributes in request scope
scope["user_attributes"] = user_attributes
logger.debug(f"Authentication successful: {len(scope['user_attributes'])} attributes")
return await self.app(scope, receive, send)
async def _send_auth_error(self, send, message):

262
llama_stack/distribution/server/auth_providers.py Normal file
View file

@ -0,0 +1,262 @@
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import json
from abc import ABC, abstractmethod
from enum import Enum
from typing import Dict, List, Optional
from urllib.parse import parse_qs
import httpx
from pydantic import BaseModel, Field
from llama_stack.distribution.datatypes import AccessAttributes
from llama_stack.log import get_logger
logger = get_logger(name=__name__, category="auth")
class AuthResponse(BaseModel):
"""The format of the authentication response from the auth endpoint."""
access_attributes: Optional[AccessAttributes] = Field(
default=None,
description="""
Structured user attributes for attribute-based access control.
These attributes determine which resources the user can access.
The model provides standard categories like "roles", "teams", "projects", and "namespaces".
Each attribute category contains a list of values that the user has for that category.
During access control checks, these values are compared against resource requirements.
Example with standard categories:
```json
{
"roles": ["admin", "data-scientist"],
"teams": ["ml-team"],
"projects": ["llama-3"],
"namespaces": ["research"]
}
```
""",
)
message: Optional[str] = Field(
default=None, description="Optional message providing additional context about the authentication result."
)
class AuthRequestContext(BaseModel):
path: str = Field(description="The path of the request being authenticated")
headers: Dict[str, str] = Field(description="HTTP headers from the original request (excluding Authorization)")
params: Dict[str, List[str]] = Field(
description="Query parameters from the original request, parsed as dictionary of lists"
)
class AuthRequest(BaseModel):
api_key: str = Field(description="The API key extracted from the Authorization header")
request: AuthRequestContext = Field(description="Context information about the request being authenticated")
class AuthProviderType(str, Enum):
"""Supported authentication provider types."""
KUBERNETES = "kubernetes"
CUSTOM = "custom"
class AuthProviderConfig(BaseModel):
"""Base configuration for authentication providers."""
provider_type: AuthProviderType = Field(..., description="Type of authentication provider")
config: Dict[str, str] = Field(..., description="Provider-specific configuration")
class AuthProvider(ABC):
"""Abstract base class for authentication providers."""
@abstractmethod
async def validate_token(self, token: str, scope: Optional[Dict] = None) -> Optional[AccessAttributes]:
"""Validate a token and return access attributes."""
pass
@abstractmethod
async def close(self):
"""Clean up any resources."""
pass
class KubernetesAuthProvider(AuthProvider):
"""Kubernetes authentication provider that validates tokens against the Kubernetes API server."""
def __init__(self, config: Dict[str, str]):
self.api_server_url = config["api_server_url"]
self.ca_cert_path = config.get("ca_cert_path")
self._client = None
async def _get_client(self):
"""Get or create a Kubernetes client."""
if self._client is None:
# kubernetes-client has not async support, see:
# https://github.com/kubernetes-client/python/issues/323
from kubernetes import client
from kubernetes.client import ApiClient
# Configure the client
configuration = client.Configuration()
configuration.host = self.api_server_url
if self.ca_cert_path:
configuration.ssl_ca_cert = self.ca_cert_path
configuration.verify_ssl = bool(self.ca_cert_path)
# Create API client
self._client = ApiClient(configuration)
return self._client
async def validate_token(self, token: str, scope: Optional[Dict] = None) -> Optional[AccessAttributes]:
"""Validate a Kubernetes token and return access attributes."""
try:
client = await self._get_client()
# Set the token in the client
client.set_default_header("Authorization", f"Bearer {token}")
# Make a request to validate the token
# We use the /api endpoint which requires authentication
from kubernetes.client import CoreV1Api
api = CoreV1Api(client)
api.get_api_resources(_request_timeout=3.0) # Set timeout for this specific request
# If we get here, the token is valid
# Extract user info from the token claims
import base64
# Decode the token (without verification since we've already validated it)
token_parts = token.split(".")
payload = json.loads(base64.b64decode(token_parts[1] + "=" * (-len(token_parts[1]) % 4)))
# Extract user information from the token
username = payload.get("sub", "")
groups = payload.get("groups", [])
return AccessAttributes(
roles=[username], # Use username as a role
teams=groups, # Use Kubernetes groups as teams
)
except Exception as e:
logger.exception("Failed to validate Kubernetes token")
raise ValueError("Invalid or expired token") from e
async def close(self):
"""Close the HTTP client."""
if self._client:
self._client.close()
self._client = None
class CustomAuthProvider(AuthProvider):
"""Custom authentication provider that uses an external endpoint."""
def __init__(self, config: Dict[str, str]):
self.endpoint = config["endpoint"]
self._client = None
async def validate_token(self, token: str, scope: Optional[Dict] = None) -> Optional[AccessAttributes]:
"""Validate a token using the custom authentication endpoint."""
if not self.endpoint:
raise ValueError("Authentication endpoint not configured")
if scope is None:
scope = {}
headers = dict(scope.get("headers", []))
path = scope.get("path", "")
request_headers = {k.decode(): v.decode() for k, v in headers.items()}
# Remove sensitive headers
if "authorization" in request_headers:
del request_headers["authorization"]
query_string = scope.get("query_string", b"").decode()
params = parse_qs(query_string)
# Build the auth request model
auth_request = AuthRequest(
api_key=token,
request=AuthRequestContext(
path=path,
headers=request_headers,
params=params,
),
)
# Validate with authentication endpoint
try:
async with httpx.AsyncClient() as client:
response = await client.post(
self.endpoint,
json=auth_request.model_dump(),
timeout=10.0, # Add a reasonable timeout
)
if response.status_code != 200:
logger.warning(f"Authentication failed with status code: {response.status_code}")
raise ValueError(f"Authentication failed: {response.status_code}")
# Parse and validate the auth response
try:
response_data = response.json()
auth_response = AuthResponse(**response_data)
# Store attributes in request scope for access control
if auth_response.access_attributes:
return auth_response.access_attributes
else:
logger.warning("No access attributes, setting namespace to api_key by default")
user_attributes = {
"namespaces": [token],
}
scope["user_attributes"] = user_attributes
logger.debug(f"Authentication successful: {len(user_attributes)} attributes")
return auth_response.access_attributes
except Exception as e:
logger.exception("Error parsing authentication response")
raise ValueError("Invalid authentication response format") from e
except httpx.TimeoutException:
logger.exception("Authentication request timed out")
raise
except ValueError:
# Re-raise ValueError exceptions to preserve their message
raise
except Exception as e:
logger.exception("Error during authentication")
raise ValueError("Authentication service error") from e
async def close(self):
"""Close the HTTP client."""
if self._client:
await self._client.aclose()
self._client = None
def create_auth_provider(config: AuthProviderConfig) -> AuthProvider:
"""Factory function to create the appropriate auth provider."""
provider_type = config.provider_type.lower()
if provider_type == "kubernetes":
return KubernetesAuthProvider(config.config)
elif provider_type == "custom":
return CustomAuthProvider(config.config)
else:
supported_providers = ", ".join([t.value for t in AuthProviderType])
raise ValueError(f"Unsupported auth provider type: {provider_type}. Supported types are: {supported_providers}")

6
llama_stack/distribution/server/server.py
View file

@ -419,9 +419,9 @@ def main(args: Optional[argparse.Namespace] = None):
app.add_middleware(ClientVersionMiddleware)
# Add authentication middleware if configured
if config.server.auth and config.server.auth.endpoint:
logger.info(f"Enabling authentication with endpoint: {config.server.auth.endpoint}")
app.add_middleware(AuthenticationMiddleware, auth_endpoint=config.server.auth.endpoint)
if config.server.auth:
logger.info(f"Enabling authentication with provider: {config.server.auth.provider_type.value}")
app.add_middleware(AuthenticationMiddleware, auth_config=config.server.auth)
try:
impls = asyncio.run(construct_stack(config))

7
pyproject.toml
View file

@ -39,6 +39,7 @@ dependencies = [
"tiktoken",
"pillow",
"h11>=0.16.0",
"kubernetes",
]
[project.optional-dependencies]
@ -48,7 +49,7 @@ dev = [
"pytest-cov",
"pytest-html",
"pytest-json-report",
"nbval", # For notebook testing
"nbval", # For notebook testing
"black",
"ruff",
"types-requests",
@ -56,7 +57,7 @@ dev = [
"pre-commit",
"uvicorn",
"fastapi",
"ruamel.yaml", # needed for openapi generator
"ruamel.yaml", # needed for openapi generator
]
# These are the dependencies required for running unit tests.
unit = [
@ -67,7 +68,7 @@ unit = [
"pypdf",
"chardet",
"qdrant-client",
"opentelemetry-exporter-otlp-proto-http"
"opentelemetry-exporter-otlp-proto-http",
]
# These are the core dependencies required for running integration tests. They are shared across all
# providers. If a provider requires additional dependencies, please add them to your environment

10
requirements.txt
View file

@ -4,15 +4,18 @@ annotated-types==0.7.0
anyio==4.8.0
attrs==25.1.0
blobfile==3.0.0
cachetools==5.5.2
certifi==2025.1.31
charset-normalizer==3.4.1
click==8.1.8
colorama==0.4.6 ; sys_platform == 'win32'
distro==1.9.0
durationpy==0.9
exceptiongroup==1.2.2 ; python_full_version < '3.11'
filelock==3.17.0
fire==0.7.0
fsspec==2024.12.0
google-auth==2.38.0
h11==0.16.0
httpcore==1.0.9
httpx==0.28.1
@ -22,18 +25,22 @@ jinja2==3.1.6
jiter==0.8.2
jsonschema==4.23.0
jsonschema-specifications==2024.10.1
kubernetes==32.0.1
llama-stack-client==0.2.2
lxml==5.3.1
markdown-it-py==3.0.0
markupsafe==3.0.2
mdurl==0.1.2
numpy==2.2.3
oauthlib==3.2.2
openai==1.71.0
packaging==24.2
pandas==2.2.3
pillow==11.1.0
prompt-toolkit==3.0.50
pyaml==25.1.0
pyasn1==0.6.1
pyasn1-modules==0.4.2
pycryptodomex==3.21.0
pydantic==2.10.6
pydantic-core==2.27.2
@ -45,8 +52,10 @@ pyyaml==6.0.2
referencing==0.36.2
regex==2024.11.6
requests==2.32.3
requests-oauthlib==2.0.0
rich==13.9.4
rpds-py==0.22.3
rsa==4.9
setuptools==75.8.0
six==1.17.0
sniffio==1.3.1
@ -57,3 +66,4 @@ typing-extensions==4.12.2
tzdata==2025.1
urllib3==2.3.0
wcwidth==0.2.13
websocket-client==1.8.0

2
tests/unit/registry/test_registry_acl.py
View file

@ -12,7 +12,7 @@ import pytest
from llama_stack.apis.models import ModelType
from llama_stack.distribution.datatypes import ModelWithACL
from llama_stack.distribution.server.auth import AccessAttributes
from llama_stack.distribution.server.auth_providers import AccessAttributes
from llama_stack.distribution.store.registry import CachedDiskDistributionRegistry
from llama_stack.providers.utils.kvstore.config import SqliteKVStoreConfig
from llama_stack.providers.utils.kvstore.sqlite import SqliteKVStoreImpl

238
tests/unit/server/test_auth.py
View file

@ -10,7 +10,9 @@ import pytest
from fastapi import FastAPI
from fastapi.testclient import TestClient
from llama_stack.distribution.datatypes import AccessAttributes
from llama_stack.distribution.server.auth import AuthenticationMiddleware
from llama_stack.distribution.server.auth_providers import AuthProviderConfig, AuthProviderType
class MockResponse:
@ -38,9 +40,23 @@ def invalid_api_key():
@pytest.fixture
def app(mock_auth_endpoint):
def valid_token():
return "valid.jwt.token"
@pytest.fixture
def invalid_token():
return "invalid.jwt.token"
@pytest.fixture
def http_app(mock_auth_endpoint):
app = FastAPI()
app.add_middleware(AuthenticationMiddleware, auth_endpoint=mock_auth_endpoint)
auth_config = AuthProviderConfig(
provider_type=AuthProviderType.CUSTOM,
config={"endpoint": mock_auth_endpoint},
)
app.add_middleware(AuthenticationMiddleware, auth_config=auth_config)
@app.get("/test")
def test_endpoint():
@ -50,8 +66,29 @@ def app(mock_auth_endpoint):
@pytest.fixture
def client(app):
return TestClient(app)
def k8s_app():
app = FastAPI()
auth_config = AuthProviderConfig(
provider_type=AuthProviderType.KUBERNETES,
config={"api_server_url": "https://kubernetes.default.svc"},
)
app.add_middleware(AuthenticationMiddleware, auth_config=auth_config)
@app.get("/test")
def test_endpoint():
return {"message": "Authentication successful"}
return app
@pytest.fixture
def http_client(http_app):
return TestClient(http_app)
@pytest.fixture
def k8s_client(k8s_app):
return TestClient(k8s_app)
@pytest.fixture
@ -61,7 +98,7 @@ def mock_scope():
"path": "/models/list",
"headers": [
(b"content-type", b"application/json"),
(b"authorization", b"Bearer test-api-key"),
(b"authorization", b"Bearer test.jwt.token"),
(b"user-agent", b"test-user-agent"),
],
"query_string": b"limit=100&offset=0",
@ -69,13 +106,38 @@ def mock_scope():
@pytest.fixture
def mock_middleware(mock_auth_endpoint):
def mock_http_middleware(mock_auth_endpoint):
mock_app = AsyncMock()
return AuthenticationMiddleware(mock_app, mock_auth_endpoint), mock_app
auth_config = AuthProviderConfig(
provider_type=AuthProviderType.CUSTOM,
config={"endpoint": mock_auth_endpoint},
)
return AuthenticationMiddleware(mock_app, auth_config), mock_app
@pytest.fixture
def mock_k8s_middleware():
mock_app = AsyncMock()
auth_config = AuthProviderConfig(
provider_type=AuthProviderType.KUBERNETES,
config={"api_server_url": "https://kubernetes.default.svc"},
)
return AuthenticationMiddleware(mock_app, auth_config), mock_app
async def mock_post_success(*args, **kwargs):
return MockResponse(200, {"message": "Authentication successful"})
return MockResponse(
200,
{
"message": "Authentication successful",
"access_attributes": {
"roles": ["admin", "user"],
"teams": ["ml-team", "nlp-team"],
"projects": ["llama-3", "project-x"],
"namespaces": ["research", "production"],
},
},
)
async def mock_post_failure(*args, **kwargs):
@ -86,45 +148,46 @@ async def mock_post_exception(*args, **kwargs):
raise Exception("Connection error")
def test_missing_auth_header(client):
response = client.get("/test")
# HTTP Endpoint Tests
def test_missing_auth_header(http_client):
response = http_client.get("/test")
assert response.status_code == 401
assert "Missing or invalid Authorization header" in response.json()["error"]["message"]
def test_invalid_auth_header_format(client):
response = client.get("/test", headers={"Authorization": "InvalidFormat token123"})
def test_invalid_auth_header_format(http_client):
response = http_client.get("/test", headers={"Authorization": "InvalidFormat token123"})
assert response.status_code == 401
assert "Missing or invalid Authorization header" in response.json()["error"]["message"]
@patch("httpx.AsyncClient.post", new=mock_post_success)
def test_valid_authentication(client, valid_api_key):
response = client.get("/test", headers={"Authorization": f"Bearer {valid_api_key}"})
def test_valid_http_authentication(http_client, valid_api_key):
response = http_client.get("/test", headers={"Authorization": f"Bearer {valid_api_key}"})
assert response.status_code == 200
assert response.json() == {"message": "Authentication successful"}
@patch("httpx.AsyncClient.post", new=mock_post_failure)
def test_invalid_authentication(client, invalid_api_key):
response = client.get("/test", headers={"Authorization": f"Bearer {invalid_api_key}"})
def test_invalid_http_authentication(http_client, invalid_api_key):
response = http_client.get("/test", headers={"Authorization": f"Bearer {invalid_api_key}"})
assert response.status_code == 401
assert "Authentication failed" in response.json()["error"]["message"]
@patch("httpx.AsyncClient.post", new=mock_post_exception)
def test_auth_service_error(client, valid_api_key):
response = client.get("/test", headers={"Authorization": f"Bearer {valid_api_key}"})
def test_http_auth_service_error(http_client, valid_api_key):
response = http_client.get("/test", headers={"Authorization": f"Bearer {valid_api_key}"})
assert response.status_code == 401
assert "Authentication service error" in response.json()["error"]["message"]
def test_auth_request_payload(client, valid_api_key, mock_auth_endpoint):
def test_http_auth_request_payload(http_client, valid_api_key, mock_auth_endpoint):
with patch("httpx.AsyncClient.post") as mock_post:
mock_response = MockResponse(200, {"message": "Authentication successful"})
mock_post.return_value = mock_response
client.get(
http_client.get(
"/test?param1=value1&param2=value2",
headers={
"Authorization": f"Bearer {valid_api_key}",
@ -149,40 +212,43 @@ def test_auth_request_payload(client, valid_api_key, mock_auth_endpoint):
@pytest.mark.asyncio
async def test_auth_middleware_with_access_attributes(mock_middleware, mock_scope):
middleware, mock_app = mock_middleware
async def test_http_middleware_with_access_attributes(mock_http_middleware, mock_scope):
"""Test HTTP middleware behavior with access attributes"""
middleware, mock_app = mock_http_middleware
mock_receive = AsyncMock()
mock_send = AsyncMock()
with patch("httpx.AsyncClient") as mock_client:
mock_client_instance = AsyncMock()
mock_client.return_value.__aenter__.return_value = mock_client_instance
mock_client_instance.post.return_value = MockResponse(
with patch("httpx.AsyncClient.post") as mock_post:
mock_response = MockResponse(
200,
{
"message": "Authentication successful",
"access_attributes": {
"roles": ["admin", "user"],
"teams": ["ml-team"],
"projects": ["project-x", "project-y"],
}
"teams": ["ml-team", "nlp-team"],
"projects": ["llama-3", "project-x"],
"namespaces": ["research", "production"],
},
},
)
mock_post.return_value = mock_response
await middleware(mock_scope, mock_receive, mock_send)
assert "user_attributes" in mock_scope
assert mock_scope["user_attributes"]["roles"] == ["admin", "user"]
assert mock_scope["user_attributes"]["teams"] == ["ml-team"]
assert mock_scope["user_attributes"]["projects"] == ["project-x", "project-y"]
attributes = mock_scope["user_attributes"]
assert attributes["roles"] == ["admin", "user"]
assert attributes["teams"] == ["ml-team", "nlp-team"]
assert attributes["projects"] == ["llama-3", "project-x"]
assert attributes["namespaces"] == ["research", "production"]
mock_app.assert_called_once_with(mock_scope, mock_receive, mock_send)
@pytest.mark.asyncio
async def test_auth_middleware_no_attributes(mock_middleware, mock_scope):
async def test_http_middleware_no_attributes(mock_http_middleware, mock_scope):
"""Test middleware behavior with no access attributes"""
middleware, mock_app = mock_middleware
middleware, mock_app = mock_http_middleware
mock_receive = AsyncMock()
mock_send = AsyncMock()
@ -203,4 +269,104 @@ async def test_auth_middleware_no_attributes(mock_middleware, mock_scope):
assert "user_attributes" in mock_scope
attributes = mock_scope["user_attributes"]
assert "namespaces" in attributes
assert attributes["namespaces"] == ["test-api-key"]
assert attributes["namespaces"] == ["test.jwt.token"]
# Kubernetes Tests
def test_missing_auth_header_k8s(k8s_client):
response = k8s_client.get("/test")
assert response.status_code == 401
assert "Missing or invalid Authorization header" in response.json()["error"]["message"]
def test_invalid_auth_header_format_k8s(k8s_client):
response = k8s_client.get("/test", headers={"Authorization": "InvalidFormat token123"})
assert response.status_code == 401
assert "Missing or invalid Authorization header" in response.json()["error"]["message"]
@patch("kubernetes.client.ApiClient")
def test_valid_k8s_authentication(mock_api_client, k8s_client, valid_token):
# Mock the Kubernetes client
mock_client = AsyncMock()
mock_api_client.return_value = mock_client
# Mock successful token validation
mock_client.set_default_header = AsyncMock()
# Mock the token validation to return valid access attributes
with patch("llama_stack.distribution.server.auth_providers.KubernetesAuthProvider.validate_token") as mock_validate:
mock_validate.return_value = AccessAttributes(
roles=["admin"], teams=["ml-team"], projects=["llama-3"], namespaces=["research"]
)
response = k8s_client.get("/test", headers={"Authorization": f"Bearer {valid_token}"})
assert response.status_code == 200
assert response.json() == {"message": "Authentication successful"}
@patch("kubernetes.client.ApiClient")
def test_invalid_k8s_authentication(mock_api_client, k8s_client, invalid_token):
# Mock the Kubernetes client
mock_client = AsyncMock()
mock_api_client.return_value = mock_client
# Mock failed token validation by raising an exception
with patch("llama_stack.distribution.server.auth_providers.KubernetesAuthProvider.validate_token") as mock_validate:
mock_validate.side_effect = ValueError("Invalid or expired token")
response = k8s_client.get("/test", headers={"Authorization": f"Bearer {invalid_token}"})
assert response.status_code == 401
assert "Invalid or expired token" in response.json()["error"]["message"]
@pytest.mark.asyncio
async def test_k8s_middleware_with_access_attributes(mock_k8s_middleware, mock_scope):
middleware, mock_app = mock_k8s_middleware
mock_receive = AsyncMock()
mock_send = AsyncMock()
with patch("kubernetes.client.ApiClient") as mock_api_client:
mock_client = AsyncMock()
mock_api_client.return_value = mock_client
# Mock successful token validation
mock_client.set_default_header = AsyncMock()
# Mock token payload with access attributes
mock_token_parts = ["header", "eyJzdWIiOiJhZG1pbiIsImdyb3VwcyI6WyJtbC10ZWFtIl19", "signature"]
mock_scope["headers"][1] = (b"authorization", f"Bearer {'.'.join(mock_token_parts)}".encode())
await middleware(mock_scope, mock_receive, mock_send)
assert "user_attributes" in mock_scope
assert mock_scope["user_attributes"]["roles"] == ["admin"]
assert mock_scope["user_attributes"]["teams"] == ["ml-team"]
mock_app.assert_called_once_with(mock_scope, mock_receive, mock_send)
@pytest.mark.asyncio
async def test_k8s_middleware_no_attributes(mock_k8s_middleware, mock_scope):
"""Test middleware behavior with no access attributes"""
middleware, mock_app = mock_k8s_middleware
mock_receive = AsyncMock()
mock_send = AsyncMock()
with patch("kubernetes.client.ApiClient") as mock_api_client:
mock_client = AsyncMock()
mock_api_client.return_value = mock_client
# Mock successful token validation
mock_client.set_default_header = AsyncMock()
# Mock token payload without access attributes
mock_token_parts = ["header", "eyJzdWIiOiJhZG1pbiJ9", "signature"]
mock_scope["headers"][1] = (b"authorization", f"Bearer {'.'.join(mock_token_parts)}".encode())
await middleware(mock_scope, mock_receive, mock_send)
assert "user_attributes" in mock_scope
attributes = mock_scope["user_attributes"]
assert "roles" in attributes
assert attributes["roles"] == ["admin"]
mock_app.assert_called_once_with(mock_scope, mock_receive, mock_send)

111
uv.lock generated
View file

@ -676,6 +676,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/8f/d7/9322c609343d929e75e7e5e6255e614fcc67572cfd083959cdef3b7aad79/docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2", size = 587408 },
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[[package]]
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version = "0.9"
source = { registry = "https://pypi.org/simple" }
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wheels = [
{ url = "https://files.pythonhosted.org/packages/4c/a3/ac312faeceffd2d8f86bc6dcb5c401188ba5a01bc88e69bed97578a0dfcd/durationpy-0.9-py3-none-any.whl", hash = "sha256:e65359a7af5cedad07fb77a2dd3f390f8eb0b74cb845589fa6c057086834dd38", size = 3461 },
]
[[package]]
name = "exceptiongroup"
version = "1.2.2"
@ -842,6 +851,20 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/1d/9a/4114a9057db2f1462d5c8f8390ab7383925fe1ac012eaa42402ad65c2963/GitPython-3.1.44-py3-none-any.whl", hash = "sha256:9e0e10cda9bed1ee64bc9a6de50e7e38a9c9943241cd7f585f6df3ed28011110", size = 207599 },
]
[[package]]
name = "google-auth"
version = "2.38.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "cachetools" },
{ name = "pyasn1-modules" },
{ name = "rsa" },
]
sdist = { url = "https://files.pythonhosted.org/packages/c6/eb/d504ba1daf190af6b204a9d4714d457462b486043744901a6eeea711f913/google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4", size = 270866 }
wheels = [
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[[package]]
name = "googleapis-common-protos"
version = "1.67.0"
@ -1289,6 +1312,28 @@ wheels = [
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[[package]]
name = "kubernetes"
version = "32.0.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "certifi" },
{ name = "durationpy" },
{ name = "google-auth" },
{ name = "oauthlib" },
{ name = "python-dateutil" },
{ name = "pyyaml" },
{ name = "requests" },
{ name = "requests-oauthlib" },
{ name = "six" },
{ name = "urllib3" },
{ name = "websocket-client" },
]
sdist = { url = "https://files.pythonhosted.org/packages/b7/e8/0598f0e8b4af37cd9b10d8b87386cf3173cb8045d834ab5f6ec347a758b3/kubernetes-32.0.1.tar.gz", hash = "sha256:42f43d49abd437ada79a79a16bd48a604d3471a117a8347e87db693f2ba0ba28", size = 946691 }
wheels = [
{ url = "https://files.pythonhosted.org/packages/08/10/9f8af3e6f569685ce3af7faab51c8dd9d93b9c38eba339ca31c746119447/kubernetes-32.0.1-py2.py3-none-any.whl", hash = "sha256:35282ab8493b938b08ab5526c7ce66588232df00ef5e1dbe88a419107dc10998", size = 1988070 },
]
[[package]]
name = "levenshtein"
version = "0.27.1"
@ -1384,6 +1429,7 @@ dependencies = [
{ name = "huggingface-hub" },
{ name = "jinja2" },
{ name = "jsonschema" },
{ name = "kubernetes" },
{ name = "llama-stack-client" },
{ name = "openai" },
{ name = "pillow" },
@ -1485,6 +1531,7 @@ requires-dist = [
{ name = "jinja2", specifier = ">=3.1.6" },
{ name = "jinja2", marker = "extra == 'codegen'", specifier = ">=3.1.6" },
{ name = "jsonschema" },
{ name = "kubernetes" },
{ name = "llama-stack-client", specifier = ">=0.2.2" },
{ name = "llama-stack-client", marker = "extra == 'ui'", specifier = ">=0.2.1" },
{ name = "mcp", marker = "extra == 'test'" },
@ -2022,6 +2069,15 @@ wheels = [
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name = "oauthlib"
version = "3.2.2"
source = { registry = "https://pypi.org/simple" }
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[[package]]
name = "openai"
version = "1.71.0"
@ -2525,6 +2581,27 @@ wheels = [
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version = "0.6.1"
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version = "0.4.2"
source = { registry = "https://pypi.org/simple" }
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{ name = "pyasn1" },
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