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feat: fine grained access control policy (#2264)
This allows a set of rules to be defined for determining access to resources. The rules are (loosely) based on the cedar policy format. A rule defines a list of action either to permit or to forbid. It may specify a principal or a resource that must match for the rule to take effect. It may also specify a condition, either a 'when' or an 'unless', with additional constraints as to where the rule applies. A list of rules is held for each type to be protected and tried in order to find a match. If a match is found, the request is permitted or forbidden depening on the type of rule. If no match is found, the request is denied. If no rules are specified for a given type, a rule that allows any action as long as the resource attributes match the user attributes is added (i.e. the previous behaviour is the default. Some examples in yaml: ``` model: - permit: principal: user-1 actions: [create, read, delete] comment: user-1 has full access to all models - permit: principal: user-2 actions: [read] resource: model-1 comment: user-2 has read access to model-1 only - permit: actions: [read] when: user_in: resource.namespaces comment: any user has read access to models with matching attributes vector_db: - forbid: actions: [create, read, delete] unless: user_in: role::admin comment: only user with admin role can use vector_db resources ``` --------- Signed-off-by: Gordon Sim <gsim@redhat.com>
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32 changed files with 956 additions and 450 deletions
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@ -28,6 +28,7 @@ from llama_stack.apis.vector_dbs import VectorDBs
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from llama_stack.apis.vector_io import VectorIO
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from llama_stack.distribution.client import get_client_impl
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from llama_stack.distribution.datatypes import (
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AccessRule,
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AutoRoutedProviderSpec,
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Provider,
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RoutingTableProviderSpec,
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@ -118,6 +119,7 @@ async def resolve_impls(
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run_config: StackRunConfig,
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provider_registry: ProviderRegistry,
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dist_registry: DistributionRegistry,
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policy: list[AccessRule],
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) -> dict[Api, Any]:
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"""
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Resolves provider implementations by:
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@ -140,7 +142,7 @@ async def resolve_impls(
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sorted_providers = sort_providers_by_deps(providers_with_specs, run_config)
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return await instantiate_providers(sorted_providers, router_apis, dist_registry, run_config)
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return await instantiate_providers(sorted_providers, router_apis, dist_registry, run_config, policy)
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def specs_for_autorouted_apis(apis_to_serve: list[str] | set[str]) -> dict[str, dict[str, ProviderWithSpec]]:
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@ -247,6 +249,7 @@ async def instantiate_providers(
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router_apis: set[Api],
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dist_registry: DistributionRegistry,
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run_config: StackRunConfig,
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policy: list[AccessRule],
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) -> dict:
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"""Instantiates providers asynchronously while managing dependencies."""
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impls: dict[Api, Any] = {}
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@ -261,7 +264,7 @@ async def instantiate_providers(
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if isinstance(provider.spec, RoutingTableProviderSpec):
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inner_impls = inner_impls_by_provider_id[f"inner-{provider.spec.router_api.value}"]
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impl = await instantiate_provider(provider, deps, inner_impls, dist_registry, run_config)
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impl = await instantiate_provider(provider, deps, inner_impls, dist_registry, run_config, policy)
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if api_str.startswith("inner-"):
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inner_impls_by_provider_id[api_str][provider.provider_id] = impl
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@ -312,6 +315,7 @@ async def instantiate_provider(
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inner_impls: dict[str, Any],
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dist_registry: DistributionRegistry,
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run_config: StackRunConfig,
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policy: list[AccessRule],
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):
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provider_spec = provider.spec
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if not hasattr(provider_spec, "module"):
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@ -336,13 +340,15 @@ async def instantiate_provider(
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method = "get_routing_table_impl"
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config = None
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args = [provider_spec.api, inner_impls, deps, dist_registry]
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args = [provider_spec.api, inner_impls, deps, dist_registry, policy]
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else:
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method = "get_provider_impl"
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config_type = instantiate_class_type(provider_spec.config_class)
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config = config_type(**provider.config)
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args = [config, deps]
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if "policy" in inspect.signature(getattr(module, method)).parameters:
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args.append(policy)
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fn = getattr(module, method)
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impl = await fn(*args)
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