Kill the notion of a "remote" / "passthrough" provider

llama_stack/distribution/distribution.py

@@ -9,7 +9,7 @@ from typing import Dict, List
 
 from pydantic import BaseModel
 
-from llama_stack.providers.datatypes import Api, ProviderSpec, remote_provider_spec
+from llama_stack.providers.datatypes import Api, ProviderSpec
 
 
 def stack_apis() -> List[Api]:
@@ -62,9 +62,6 @@ def get_provider_registry() -> Dict[Api, Dict[str, ProviderSpec]]:
     for api in providable_apis():
         name = api.name.lower()
         module = importlib.import_module(f"llama_stack.providers.registry.{name}")
-        ret[api] = {
+        ret[api] = {a.provider_type: a for a in module.available_providers()}
-            "remote": remote_provider_spec(api),
-            **{a.provider_type: a for a in module.available_providers()},
-        }
 
     return ret

llama_stack/distribution/resolver.py

@@ -273,17 +273,8 @@ async def instantiate_provider(
         config_type = instantiate_class_type(provider_spec.config_class)
         config = config_type(**provider.config)
 
-        if provider_spec.adapter:
+        method = "get_adapter_impl"
-            method = "get_adapter_impl"
+        args = [config, deps]
-            args = [config, deps]
-        else:
-            method = "get_client_impl"
-            protocol = protocols[provider_spec.api]
-            if provider_spec.api in additional_protocols:
-                _, additional_protocol = additional_protocols[provider_spec.api]
-            else:
-                additional_protocol = None
-            args = [protocol, additional_protocol, config, deps]
 
     elif isinstance(provider_spec, AutoRoutedProviderSpec):
         method = "get_auto_router_impl"

llama_stack/distribution/routers/routing_tables.py

@@ -33,28 +33,83 @@ async def register_object_with_provider(obj: RoutableObject, p: Any) -> Routable
 
     api = get_impl_api(p)
 
-    if obj.provider_id == "remote":
+    is_remote = obj.provider_id == "remote"
-        # TODO:  this is broken right now because we use the generic
+    if is_remote:
-        # { identifier, provider_id, provider_resource_id } tuple here
+        # TODO: these are incomplete fixes since (a) they are kind of adhoc and likely to break
-        # but the APIs expect things like ModelInput, ShieldInput, etc.
+        # and (b) MemoryBankInput is missing BankParams
-
+        if isinstance(obj, Model):
-        # if this is just a passthrough, we want to let the remote
+            obj = ModelInput(
-        # end actually do the registration with the correct provider
+                model_id=obj.identifier,
-        obj = obj.model_copy(deep=True)
+                metadata=obj.metadata,
-        obj.provider_id = ""
+                provider_model_id=obj.provider_resource_id,
+            )
+        elif isinstance(obj, Shield):
+            obj = ShieldInput(
+                shield_id=obj.identifier,
+                params=obj.params,
+                provider_shield_id=obj.provider_resource_id,
+            )
+        elif isinstance(obj, MemoryBank):
+            # need to calculate params here
+            obj = MemoryBankInput(
+                memory_bank_id=obj.identifier,
+                provider_memory_bank_id=obj.provider_resource_id,
+            )
+        elif isinstance(obj, ScoringFn):
+            obj = ScoringFnInput(
+                scoring_fn_id=obj.identifier,
+                provider_scoring_fn_id=obj.provider_resource_id,
+                description=obj.description,
+                metadata=obj.metadata,
+                return_type=obj.return_type,
+                params=obj.params,
+            )
+        elif isinstance(obj, EvalTask):
+            obj = EvalTaskInput(
+                eval_task_id=obj.identifier,
+                provider_eval_task_id=obj.provider_resource_id,
+                dataset_id=obj.dataset_id,
+                scoring_function_id=obj.scoring_functions,
+                metadata=obj.metadata,
+            )
+        elif isinstance(obj, Dataset):
+            obj = DatasetInput(
+                dataset_id=obj.identifier,
+                provider_dataset_id=obj.provider_resource_id,
+                schema=obj.schema,
+                url=obj.url,
+                metadata=obj.metadata,
+            )
+        else:
+            raise ValueError(f"Unknown object type {type(obj)}")
 
     if api == Api.inference:
         return await p.register_model(obj)
     elif api == Api.safety:
-        await p.register_shield(obj)
+        if is_remote:
+            await p.register_shield(**obj.model_dump())
+        else:
+            await p.register_shield(obj)
     elif api == Api.memory:
-        await p.register_memory_bank(obj)
+        if is_remote:
+            await p.register_memory_bank(**obj.model_dump())
+        else:
+            await p.register_memory_bank(obj)
     elif api == Api.datasetio:
-        await p.register_dataset(obj)
+        if is_remote:
+            await p.register_dataset(**obj.model_dump())
+        else:
+            await p.register_dataset(obj)
     elif api == Api.scoring:
-        await p.register_scoring_function(obj)
+        if is_remote:
+            await p.register_scoring_function(**obj.model_dump())
+        else:
+            await p.register_scoring_function(obj)
     elif api == Api.eval:
-        await p.register_eval_task(obj)
+        if is_remote:
+            await p.register_eval_task(**obj.model_dump())
+        else:
+            await p.register_eval_task(obj)
     else:
         raise ValueError(f"Unknown API {api} for registering object with provider")
 

llama_stack/distribution/server/server.py

@@ -182,15 +182,6 @@ async def lifespan(app: FastAPI):
         await impl.shutdown()
 
 
-def create_dynamic_passthrough(
-    downstream_url: str, downstream_headers: Optional[Dict[str, str]] = None
-):
-    async def endpoint(request: Request):
-        return await passthrough(request, downstream_url, downstream_headers)
-
-    return endpoint
-
-
 def is_streaming_request(func_name: str, request: Request, **kwargs):
     # TODO: pass the api method and punt it to the Protocol definition directly
     return kwargs.get("stream", False)
@@ -305,28 +296,19 @@ def main(
         endpoints = all_endpoints[api]
         impl = impls[api]
 
-        if is_passthrough(impl.__provider_spec__):
+        for endpoint in endpoints:
-            for endpoint in endpoints:
+            if not hasattr(impl, endpoint.name):
-                url = impl.__provider_config__.url.rstrip("/") + endpoint.route
+                # ideally this should be a typing violation already
-                getattr(app, endpoint.method)(endpoint.route)(
+                raise ValueError(f"Could not find method {endpoint.name} on {impl}!!")
-                    create_dynamic_passthrough(url)
-                )
-        else:
-            for endpoint in endpoints:
-                if not hasattr(impl, endpoint.name):
-                    # ideally this should be a typing violation already
-                    raise ValueError(
-                        f"Could not find method {endpoint.name} on {impl}!!"
-                    )
 
-                impl_method = getattr(impl, endpoint.name)
+            impl_method = getattr(impl, endpoint.name)
 
-                getattr(app, endpoint.method)(endpoint.route, response_model=None)(
+            getattr(app, endpoint.method)(endpoint.route, response_model=None)(
-                    create_dynamic_typed_route(
+                create_dynamic_typed_route(
-                        impl_method,
+                    impl_method,
-                        endpoint.method,
+                    endpoint.method,
-                    )
                 )
+            )
 
         cprint(f"Serving API {api_str}", "white", attrs=["bold"])
         for endpoint in endpoints:

llama_stack/providers/datatypes.py

@@ -99,6 +99,7 @@ class RoutingTable(Protocol):
     def get_provider_impl(self, routing_key: str) -> Any: ...
 
 
+# TODO: this can now be inlined into RemoteProviderSpec
 @json_schema_type
 class AdapterSpec(BaseModel):
     adapter_type: str = Field(
@@ -171,12 +172,10 @@ class RemoteProviderConfig(BaseModel):
 
 @json_schema_type
 class RemoteProviderSpec(ProviderSpec):
-    adapter: Optional[AdapterSpec] = Field(
+    adapter: AdapterSpec = Field(
-        default=None,
         description="""
 If some code is needed to convert the remote responses into Llama Stack compatible
-API responses, specify the adapter here. If not specified, it indicates the remote
+API responses, specify the adapter here.
-as being "Llama Stack compatible"
 """,
     )
 
@@ -186,38 +185,21 @@ as being "Llama Stack compatible"
 
     @property
     def module(self) -> str:
-        if self.adapter:
+        return self.adapter.module
-            return self.adapter.module
-        return "llama_stack.distribution.client"
 
     @property
     def pip_packages(self) -> List[str]:
-        if self.adapter:
+        return self.adapter.pip_packages
-            return self.adapter.pip_packages
-        return []
 
     @property
     def provider_data_validator(self) -> Optional[str]:
-        if self.adapter:
+        return self.adapter.provider_data_validator
-            return self.adapter.provider_data_validator
-        return None
 
 
-def is_passthrough(spec: ProviderSpec) -> bool:
+def remote_provider_spec(api: Api, adapter: AdapterSpec) -> RemoteProviderSpec:
-    return isinstance(spec, RemoteProviderSpec) and spec.adapter is None
-
-
-# Can avoid this by using Pydantic computed_field
-def remote_provider_spec(
-    api: Api, adapter: Optional[AdapterSpec] = None
-) -> RemoteProviderSpec:
-    config_class = (
-        adapter.config_class
-        if adapter and adapter.config_class
-        else "llama_stack.distribution.datatypes.RemoteProviderConfig"
-    )
-    provider_type = f"remote::{adapter.adapter_type}" if adapter else "remote"
-
     return RemoteProviderSpec(
-        api=api, provider_type=provider_type, config_class=config_class, adapter=adapter
+        api=api,
+        provider_type=f"remote::{adapter.adapter_type}",
+        config_class=adapter.config_class,
+        adapter=adapter,
     )

llama_stack/providers/tests/inference/fixtures.py

@@ -189,6 +189,7 @@ async def inference_stack(request, inference_model):
         models=[
             ModelInput(
                 model_id=inference_model,
+                provider_id=inference_fixture.providers[0].provider_id,
             )
         ],
     )