Files
2026-06-27 16:21:30 -07:00

142 lines
5.3 KiB
Python

"""Provider model-list discovery and background refresh."""
from __future__ import annotations
import asyncio
from collections.abc import Callable
from contextlib import suppress
from loguru import logger
from config.model_refs import configured_chat_model_refs
from config.provider_catalog import PROVIDER_CATALOG
from config.settings import Settings
from providers.base import BaseProvider
from providers.model_listing import ProviderModelInfo
from .config import provider_credential
from .model_cache import ProviderModelCache
from .validation import provider_query_failure_reason
ProviderResolver = Callable[[str], BaseProvider]
def referenced_provider_ids(settings: Settings) -> frozenset[str]:
"""Return provider ids referenced by configured chat model refs."""
return frozenset(ref.provider_id for ref in configured_chat_model_refs(settings))
def model_list_provider_ids_for_settings(settings: Settings) -> tuple[str, ...]:
"""Return providers worth discovering for this process configuration."""
referenced_ids = referenced_provider_ids(settings)
provider_ids: list[str] = []
for provider_id, descriptor in PROVIDER_CATALOG.items():
if descriptor.static_credential is not None:
if provider_id in referenced_ids:
provider_ids.append(provider_id)
continue
if (
descriptor.credential_env is not None
and provider_credential(descriptor, settings).strip()
):
provider_ids.append(provider_id)
return tuple(provider_ids)
class ProviderModelDiscovery:
"""Refresh provider model-list metadata for one provider runtime."""
def __init__(
self,
settings: Settings,
provider_resolver: ProviderResolver,
model_cache: ProviderModelCache,
) -> None:
self._settings = settings
self._provider_resolver = provider_resolver
self._model_cache = model_cache
self._refresh_task: asyncio.Task[None] | None = None
async def refresh_model_list_cache(self, *, only_missing: bool = False) -> None:
"""Best-effort refresh of model lists for usable providers."""
provider_ids = model_list_provider_ids_for_settings(self._settings)
if only_missing:
provider_ids = tuple(
provider_id
for provider_id in provider_ids
if not self._model_cache.has_provider(provider_id)
)
await self._refresh_model_infos(provider_ids)
def start_model_list_refresh(self) -> None:
"""Start a non-blocking cache warmup for missing eligible provider lists."""
if self._refresh_task is not None and not self._refresh_task.done():
return
provider_ids = tuple(
provider_id
for provider_id in model_list_provider_ids_for_settings(self._settings)
if not self._model_cache.has_provider(provider_id)
)
if not provider_ids:
logger.info(
"Provider model discovery cache already warm: providers={}",
len(self._model_cache.cached_model_ids()),
)
return
self._refresh_task = asyncio.create_task(self._run_refresh(provider_ids))
async def cleanup(self) -> None:
"""Cancel any background model-list refresh."""
if self._refresh_task is None or self._refresh_task.done():
return
self._refresh_task.cancel()
with suppress(asyncio.CancelledError):
await self._refresh_task
async def _run_refresh(self, provider_ids: tuple[str, ...]) -> None:
try:
await self._refresh_model_infos(provider_ids)
except asyncio.CancelledError:
raise
except Exception as exc:
logger.warning(
"Provider model discovery task failed: exc_type={}",
type(exc).__name__,
)
async def _refresh_model_infos(self, provider_ids: tuple[str, ...]) -> None:
tasks: dict[str, asyncio.Task[frozenset[ProviderModelInfo]]] = {}
for provider_id in provider_ids:
try:
provider = self._provider_resolver(provider_id)
except Exception as exc:
self._log_discovery_failure(provider_id, exc)
continue
tasks[provider_id] = asyncio.create_task(provider.list_model_infos())
if not tasks:
return
results = await asyncio.gather(*tasks.values(), return_exceptions=True)
for (provider_id, _task), result in zip(tasks.items(), results, strict=True):
if isinstance(result, BaseException):
if isinstance(result, asyncio.CancelledError):
raise result
self._log_discovery_failure(provider_id, result)
continue
self._model_cache.cache_model_infos(provider_id, result)
logger.info(
"Provider model discovery cached: provider={} models={}",
provider_id,
len(result),
)
def _log_discovery_failure(self, provider_id: str, exc: BaseException) -> None:
logger.warning(
"Provider model discovery skipped: provider={} reason={}",
provider_id,
provider_query_failure_reason(exc, self._settings),
)