make refreshing happen for all routing tables, naming changes, ollama fixes

This commit is contained in:
Ashwin Bharambe 2025-07-24 10:24:10 -07:00
parent 487e073378
commit 0fe110d94a
6 changed files with 67 additions and 63 deletions

View file

@ -37,8 +37,8 @@ RoutingKey = str | list[str]
class RegistryEntrySource(StrEnum):
default = "default"
provider = "provider"
via_register_api = "via_register_api"
listed_from_provider = "listed_from_provider"
class User(BaseModel):
@ -55,7 +55,7 @@ class ResourceWithOwner(Resource):
resource. This can be used to constrain access to the resource."""
owner: User | None = None
source: RegistryEntrySource = RegistryEntrySource.default
source: RegistryEntrySource = RegistryEntrySource.via_register_api
# Use the extended Resource for all routable objects

View file

@ -117,6 +117,9 @@ class CommonRoutingTableImpl(RoutingTable):
for p in self.impls_by_provider_id.values():
await p.shutdown()
async def refresh(self) -> None:
pass
async def get_provider_impl(self, routing_key: str, provider_id: str | None = None) -> Any:
from .benchmarks import BenchmarksRoutingTable
from .datasets import DatasetsRoutingTable

View file

@ -4,7 +4,6 @@
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import asyncio
import time
from typing import Any
@ -22,53 +21,24 @@ logger = get_logger(name=__name__, category="core")
class ModelsRoutingTable(CommonRoutingTableImpl, Models):
listed_providers: set[str] = set()
model_refresh_interval_seconds: int = 300
_refresh_task: asyncio.Task | None = None
async def initialize(self) -> None:
await super().initialize()
task = asyncio.create_task(self._refresh_models())
self._refresh_task = task
async def refresh(self) -> None:
for provider_id, provider in self.impls_by_provider_id.items():
refresh = await provider.should_refresh_models()
if not (refresh or provider_id in self.listed_providers):
continue
def cb(task):
import traceback
try:
models = await provider.list_models()
except Exception as e:
logger.exception(f"Model refresh failed for provider {provider_id}: {e}")
continue
if task.cancelled():
logger.error("Model refresh task cancelled")
elif task.exception():
logger.error(f"Model refresh task failed: {task.exception()}")
traceback.print_exception(task.exception())
else:
logger.debug("Model refresh task completed")
self.listed_providers.add(provider_id)
if models is None:
continue
task.add_done_callback(cb)
async def shutdown(self) -> None:
await super().shutdown()
if self._refresh_task:
self._refresh_task.cancel()
self._refresh_task = None
async def _refresh_models(self) -> None:
while True:
for provider_id, provider in self.impls_by_provider_id.items():
refresh = await provider.should_refresh_models()
if not (refresh or provider_id in self.listed_providers):
continue
try:
models = await provider.list_models()
except Exception as e:
logger.exception(f"Model refresh failed for provider {provider_id}: {e}")
continue
self.listed_providers.add(provider_id)
if models is None:
continue
await self.update_registered_models(provider_id, models)
await asyncio.sleep(self.model_refresh_interval_seconds)
await self.update_registered_models(provider_id, models)
async def list_models(self) -> ListModelsResponse:
return ListModelsResponse(data=await self.get_all_with_type("model"))
@ -132,7 +102,7 @@ class ModelsRoutingTable(CommonRoutingTableImpl, Models):
provider_id=provider_id,
metadata=metadata,
model_type=model_type,
source=RegistryEntrySource.default,
source=RegistryEntrySource.via_register_api,
)
registered_model = await self.register_object(model)
return registered_model
@ -156,7 +126,7 @@ class ModelsRoutingTable(CommonRoutingTableImpl, Models):
for model in existing_models:
if model.provider_id != provider_id:
continue
if model.source == RegistryEntrySource.default:
if model.source == RegistryEntrySource.via_register_api:
model_ids[model.provider_resource_id] = model.identifier
continue
@ -176,6 +146,6 @@ class ModelsRoutingTable(CommonRoutingTableImpl, Models):
provider_id=provider_id,
metadata=model.metadata,
model_type=model.model_type,
source=RegistryEntrySource.provider,
source=RegistryEntrySource.listed_from_provider,
)
)

View file

@ -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.
import asyncio
import importlib.resources
import os
import re
@ -38,6 +39,7 @@ from llama_stack.distribution.distribution import get_provider_registry
from llama_stack.distribution.inspect import DistributionInspectConfig, DistributionInspectImpl
from llama_stack.distribution.providers import ProviderImpl, ProviderImplConfig
from llama_stack.distribution.resolver import ProviderRegistry, resolve_impls
from llama_stack.distribution.routing_tables.common import CommonRoutingTableImpl
from llama_stack.distribution.store.registry import create_dist_registry
from llama_stack.distribution.utils.dynamic import instantiate_class_type
from llama_stack.log import get_logger
@ -90,6 +92,9 @@ RESOURCES = [
]
REGISTRY_REFRESH_INTERVAL_SECONDS = 300
async def register_resources(run_config: StackRunConfig, impls: dict[Api, Any]):
for rsrc, api, register_method, list_method in RESOURCES:
objects = getattr(run_config, rsrc)
@ -324,9 +329,33 @@ async def construct_stack(
add_internal_implementations(impls, run_config)
await register_resources(run_config, impls)
task = asyncio.create_task(refresh_registry(impls))
def cb(task):
import traceback
if task.cancelled():
logger.error("Model refresh task cancelled")
elif task.exception():
logger.error(f"Model refresh task failed: {task.exception()}")
traceback.print_exception(task.exception())
else:
logger.debug("Model refresh task completed")
task.add_done_callback(cb)
return impls
async def refresh_registry(impls: dict[Api, Any]):
routing_tables = [v for v in impls.values() if isinstance(v, CommonRoutingTableImpl)]
while True:
for routing_table in routing_tables:
await routing_table.refresh()
await asyncio.sleep(REGISTRY_REFRESH_INTERVAL_SECONDS)
def get_stack_run_config_from_template(template: str) -> StackRunConfig:
template_path = importlib.resources.files("llama_stack") / f"templates/{template}/run.yaml"

View file

@ -5,6 +5,7 @@
# the root directory of this source tree.
import asyncio
import base64
import uuid
from collections.abc import AsyncGenerator, AsyncIterator
@ -97,14 +98,16 @@ class OllamaInferenceAdapter(
def __init__(self, config: OllamaImplConfig) -> None:
self.register_helper = ModelRegistryHelper(MODEL_ENTRIES)
self.config = config
self._client = None
self._clients: dict[asyncio.AbstractEventLoop, AsyncClient] = {}
self._openai_client = None
@property
def client(self) -> AsyncClient:
if self._client is None:
self._client = AsyncClient(host=self.config.url)
return self._client
# ollama client attaches itself to the current event loop (sadly?)
loop = asyncio.get_running_loop()
if loop not in self._clients:
self._clients[loop] = AsyncClient(host=self.config.url)
return self._clients[loop]
@property
def openai_client(self) -> AsyncOpenAI:
@ -191,8 +194,7 @@ class OllamaInferenceAdapter(
return HealthResponse(status=HealthStatus.ERROR, message=f"Health check failed: {str(e)}")
async def shutdown(self) -> None:
self._client = None
self._openai_client = None
self._clients.clear()
async def unregister_model(self, model_id: str) -> None:
pass

View file

@ -416,7 +416,7 @@ async def test_models_source_tracking_default(cached_disk_dist_registry):
models = await table.list_models()
assert len(models.data) == 1
model = models.data[0]
assert model.source == RegistryEntrySource.default
assert model.source == RegistryEntrySource.via_register_api
assert model.identifier == "test_provider/user-model"
# Cleanup
@ -452,7 +452,7 @@ async def test_models_source_tracking_provider(cached_disk_dist_registry):
# All models should have provider source
for model in models.data:
assert model.source == RegistryEntrySource.provider
assert model.source == RegistryEntrySource.listed_from_provider
assert model.provider_id == "test_provider"
# Cleanup
@ -473,7 +473,7 @@ async def test_models_source_interaction_preserves_default(cached_disk_dist_regi
models = await table.list_models()
assert len(models.data) == 1
user_model = models.data[0]
assert user_model.source == RegistryEntrySource.default
assert user_model.source == RegistryEntrySource.via_register_api
assert user_model.identifier == "my-custom-alias"
assert user_model.provider_resource_id == "provider-model-1"
@ -505,11 +505,11 @@ async def test_models_source_interaction_preserves_default(cached_disk_dist_regi
provider_model = next((m for m in models.data if m.identifier == "different-model"), None)
assert user_model is not None
assert user_model.source == RegistryEntrySource.default
assert user_model.source == RegistryEntrySource.via_register_api
assert user_model.provider_resource_id == "provider-model-1"
assert provider_model is not None
assert provider_model.source == RegistryEntrySource.provider
assert provider_model.source == RegistryEntrySource.listed_from_provider
assert provider_model.provider_resource_id == "different-model"
# Cleanup
@ -565,8 +565,8 @@ async def test_models_source_interaction_cleanup_provider_models(cached_disk_dis
user_model = next((m for m in models.data if m.identifier == "test_provider/user-model"), None)
provider_model = next((m for m in models.data if m.identifier == "provider-model-new"), None)
assert user_model.source == RegistryEntrySource.default
assert provider_model.source == RegistryEntrySource.provider
assert user_model.source == RegistryEntrySource.via_register_api
assert provider_model.source == RegistryEntrySource.listed_from_provider
# Cleanup
await table.shutdown()