mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-12-11 19:56:03 +00:00
feat: Add support for dynamically managing provider connections
This commit is contained in:
parent
63422e5b36
commit
d11edf6fee
9 changed files with 3176 additions and 8 deletions
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@ -5,22 +5,43 @@
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# the root directory of this source tree.
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import asyncio
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from datetime import UTC, datetime
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from typing import Any
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from pydantic import BaseModel
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from llama_stack.apis.providers import ListProvidersResponse, ProviderInfo, Providers
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from llama_stack.apis.providers import (
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ListProvidersResponse,
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ProviderInfo,
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Providers,
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RegisterProviderResponse,
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TestProviderConnectionResponse,
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UpdateProviderResponse,
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)
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from llama_stack.apis.providers.connection import (
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ProviderConnectionInfo,
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ProviderConnectionStatus,
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ProviderHealth,
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)
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from llama_stack.core.request_headers import get_authenticated_user
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from llama_stack.core.resolver import ProviderWithSpec, instantiate_provider
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from llama_stack.log import get_logger
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from llama_stack.providers.datatypes import HealthResponse, HealthStatus
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from llama_stack.providers.datatypes import Api, HealthResponse, HealthStatus
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from .datatypes import StackRunConfig
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from .utils.config import redact_sensitive_fields
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logger = get_logger(name=__name__, category="core")
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# Storage constants for dynamic provider connections
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PROVIDER_CONNECTIONS_PREFIX = "provider_connections:v1::"
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class ProviderImplConfig(BaseModel):
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run_config: StackRunConfig
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provider_registry: Any | None = None # ProviderRegistry from resolver
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dist_registry: Any | None = None # DistributionRegistry
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policy: list[Any] | None = None # list[AccessRule]
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async def get_provider_impl(config, deps):
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@ -33,19 +54,71 @@ class ProviderImpl(Providers):
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def __init__(self, config, deps):
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self.config = config
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self.deps = deps
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self.kvstore = None # KVStore for dynamic provider persistence
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self.dynamic_providers: dict[str, ProviderConnectionInfo] = {} # Runtime cache
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self.dynamic_provider_impls: dict[str, Any] = {} # Initialized provider instances
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# Store registry references for provider instantiation
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self.provider_registry = config.provider_registry
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self.dist_registry = config.dist_registry
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self.policy = config.policy or []
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async def initialize(self) -> None:
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pass
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# Initialize kvstore for dynamic providers
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# Reuse the same kvstore as the distribution registry if available
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if hasattr(self.config.run_config, "metadata_store") and self.config.run_config.metadata_store:
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from llama_stack.providers.utils.kvstore import kvstore_impl
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self.kvstore = await kvstore_impl(self.config.run_config.metadata_store)
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logger.info("Initialized kvstore for dynamic provider management")
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# Load existing dynamic providers from kvstore
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await self._load_dynamic_providers()
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logger.info(f"Loaded {len(self.dynamic_providers)} dynamic providers from kvstore")
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# Auto-instantiate connected providers on startup
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if self.provider_registry:
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for provider_id, conn_info in self.dynamic_providers.items():
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if conn_info.status == ProviderConnectionStatus.connected:
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try:
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impl = await self._instantiate_provider(conn_info)
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self.dynamic_provider_impls[provider_id] = impl
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logger.info(f"Auto-instantiated provider {provider_id} from kvstore")
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except Exception as e:
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logger.error(f"Failed to auto-instantiate provider {provider_id}: {e}")
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# Update status to failed
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conn_info.status = ProviderConnectionStatus.failed
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conn_info.error_message = str(e)
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conn_info.updated_at = datetime.now(UTC)
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await self._store_connection(conn_info)
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else:
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logger.warning("Provider registry not available, skipping auto-instantiation")
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else:
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logger.warning("No metadata_store configured, dynamic provider management disabled")
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async def shutdown(self) -> None:
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logger.debug("ProviderImpl.shutdown")
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pass
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# Shutdown all dynamic provider instances
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for provider_id, impl in self.dynamic_provider_impls.items():
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try:
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if hasattr(impl, "shutdown"):
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await impl.shutdown()
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logger.debug(f"Shutdown dynamic provider {provider_id}")
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except Exception as e:
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logger.warning(f"Error shutting down dynamic provider {provider_id}: {e}")
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# Shutdown kvstore
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if self.kvstore and hasattr(self.kvstore, "shutdown"):
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await self.kvstore.shutdown()
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async def list_providers(self) -> ListProvidersResponse:
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run_config = self.config.run_config
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safe_config = StackRunConfig(**redact_sensitive_fields(run_config.model_dump()))
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providers_health = await self.get_providers_health()
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ret = []
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# Add static providers (from run.yaml)
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for api, providers in safe_config.providers.items():
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for p in providers:
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# Skip providers that are not enabled
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@ -66,6 +139,32 @@ class ProviderImpl(Providers):
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)
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)
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# Add dynamic providers (from kvstore)
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for _provider_id, conn_info in self.dynamic_providers.items():
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# Redact sensitive config for API response
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redacted_config = self._redact_sensitive_config(conn_info.config)
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# Convert ProviderHealth to HealthResponse dict for API compatibility
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health_dict: HealthResponse | None = None
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if conn_info.health:
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health_dict = HealthResponse(
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status=conn_info.health.status,
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message=conn_info.health.message,
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)
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if conn_info.health.metrics:
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health_dict["metrics"] = conn_info.health.metrics
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ret.append(
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ProviderInfo(
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api=conn_info.api,
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provider_id=conn_info.provider_id,
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provider_type=conn_info.provider_type,
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config=redacted_config,
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health=health_dict
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or HealthResponse(status=HealthStatus.NOT_IMPLEMENTED, message="No health check available"),
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)
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)
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return ListProvidersResponse(data=ret)
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async def inspect_provider(self, provider_id: str) -> ProviderInfo:
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@ -135,3 +234,378 @@ class ProviderImpl(Providers):
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providers_health[api_name] = health_response
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return providers_health
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# Storage helper methods for dynamic providers
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async def _store_connection(self, info: ProviderConnectionInfo) -> None:
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"""Store provider connection info in kvstore.
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:param info: ProviderConnectionInfo to store
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"""
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if not self.kvstore:
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raise RuntimeError("KVStore not initialized")
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key = f"{PROVIDER_CONNECTIONS_PREFIX}{info.provider_id}"
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await self.kvstore.set(key, info.model_dump_json())
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logger.debug(f"Stored provider connection: {info.provider_id}")
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async def _load_connection(self, provider_id: str) -> ProviderConnectionInfo | None:
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"""Load provider connection info from kvstore.
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:param provider_id: Provider ID to load
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:returns: ProviderConnectionInfo if found, None otherwise
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"""
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if not self.kvstore:
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return None
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key = f"{PROVIDER_CONNECTIONS_PREFIX}{provider_id}"
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value = await self.kvstore.get(key)
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if value:
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return ProviderConnectionInfo.model_validate_json(value)
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return None
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async def _delete_connection(self, provider_id: str) -> None:
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"""Delete provider connection from kvstore.
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:param provider_id: Provider ID to delete
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"""
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if not self.kvstore:
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raise RuntimeError("KVStore not initialized")
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key = f"{PROVIDER_CONNECTIONS_PREFIX}{provider_id}"
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await self.kvstore.delete(key)
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logger.debug(f"Deleted provider connection: {provider_id}")
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async def _list_connections(self) -> list[ProviderConnectionInfo]:
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"""List all dynamic provider connections from kvstore.
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:returns: List of ProviderConnectionInfo
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"""
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if not self.kvstore:
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return []
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start_key = PROVIDER_CONNECTIONS_PREFIX
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end_key = f"{PROVIDER_CONNECTIONS_PREFIX}\xff"
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values = await self.kvstore.values_in_range(start_key, end_key)
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return [ProviderConnectionInfo.model_validate_json(v) for v in values]
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async def _load_dynamic_providers(self) -> None:
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"""Load dynamic providers from kvstore into runtime cache."""
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connections = await self._list_connections()
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for conn in connections:
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self.dynamic_providers[conn.provider_id] = conn
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logger.debug(f"Loaded dynamic provider: {conn.provider_id} (status: {conn.status})")
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# Helper methods for dynamic provider management
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def _redact_sensitive_config(self, config: dict[str, Any]) -> dict[str, Any]:
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"""Redact sensitive fields in provider config for API responses.
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:param config: Provider configuration dict
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:returns: Config with sensitive fields redacted
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"""
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return redact_sensitive_fields(config)
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async def _instantiate_provider(self, conn_info: ProviderConnectionInfo) -> Any:
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"""Instantiate a provider from connection info.
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Uses the resolver's instantiate_provider() to create a provider instance
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with all necessary dependencies.
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:param conn_info: Provider connection information
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:returns: Instantiated provider implementation
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:raises RuntimeError: If provider cannot be instantiated
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"""
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if not self.provider_registry:
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raise RuntimeError("Provider registry not available for provider instantiation")
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if not self.dist_registry:
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raise RuntimeError("Distribution registry not available for provider instantiation")
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# Get provider spec from registry
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api = Api(conn_info.api)
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if api not in self.provider_registry:
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raise ValueError(f"API {conn_info.api} not found in provider registry")
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if conn_info.provider_type not in self.provider_registry[api]:
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raise ValueError(f"Provider type {conn_info.provider_type} not found for API {conn_info.api}")
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provider_spec = self.provider_registry[api][conn_info.provider_type]
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# Create ProviderWithSpec for instantiation
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provider_with_spec = ProviderWithSpec(
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provider_id=conn_info.provider_id,
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provider_type=conn_info.provider_type,
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config=conn_info.config,
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spec=provider_spec,
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)
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# Resolve dependencies
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deps = {}
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for dep_api in provider_spec.api_dependencies:
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if dep_api not in self.deps:
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raise RuntimeError(
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f"Required dependency {dep_api.value} not available for provider {conn_info.provider_id}"
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)
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deps[dep_api] = self.deps[dep_api]
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# Add optional dependencies if available
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for dep_api in provider_spec.optional_api_dependencies:
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if dep_api in self.deps:
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deps[dep_api] = self.deps[dep_api]
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# Instantiate provider using resolver
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impl = await instantiate_provider(
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provider_with_spec,
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deps,
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{}, # inner_impls (empty for dynamic providers)
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self.dist_registry,
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self.config.run_config,
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self.policy,
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)
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logger.debug(f"Instantiated provider {conn_info.provider_id} (type={conn_info.provider_type})")
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return impl
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# Dynamic Provider Management Methods
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async def register_provider(
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self,
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provider_id: str,
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api: str,
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provider_type: str,
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config: dict[str, Any],
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attributes: dict[str, list[str]] | None = None,
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) -> RegisterProviderResponse:
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"""Register a new provider.
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This is used both for:
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- Providers from run.yaml (registered at startup)
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- Providers registered via API (registered at runtime)
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All providers are stored in kvstore and treated equally.
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"""
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if not self.kvstore:
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raise RuntimeError("Dynamic provider management is not enabled (no kvstore configured)")
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# Check if provider_id already exists
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if provider_id in self.dynamic_providers:
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raise ValueError(f"Provider {provider_id} already exists")
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# Get authenticated user as owner
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user = get_authenticated_user()
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# Create ProviderConnectionInfo
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now = datetime.now(UTC)
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conn_info = ProviderConnectionInfo(
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provider_id=provider_id,
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api=api,
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provider_type=provider_type,
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config=config,
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status=ProviderConnectionStatus.initializing,
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created_at=now,
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updated_at=now,
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owner=user,
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attributes=attributes,
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)
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try:
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# Store in kvstore
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await self._store_connection(conn_info)
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# Instantiate provider if we have a provider registry
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if self.provider_registry:
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impl = await self._instantiate_provider(conn_info)
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self.dynamic_provider_impls[provider_id] = impl
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# Update status to connected after successful instantiation
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conn_info.status = ProviderConnectionStatus.connected
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conn_info.updated_at = datetime.now(UTC)
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logger.info(
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f"Registered and instantiated dynamic provider {provider_id} (api={api}, type={provider_type})"
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)
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else:
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# No registry available - just mark as connected without instantiation
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# This can happen during testing or if provider management is disabled
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conn_info.status = ProviderConnectionStatus.connected
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conn_info.updated_at = datetime.now(UTC)
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logger.warning(f"Registered provider {provider_id} without instantiation (no registry)")
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# Store updated status
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await self._store_connection(conn_info)
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# Add to runtime cache
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self.dynamic_providers[provider_id] = conn_info
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return RegisterProviderResponse(provider=conn_info)
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except Exception as e:
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# Mark as failed and store
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conn_info.status = ProviderConnectionStatus.failed
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conn_info.error_message = str(e)
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conn_info.updated_at = datetime.now(UTC)
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await self._store_connection(conn_info)
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self.dynamic_providers[provider_id] = conn_info
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logger.error(f"Failed to register provider {provider_id}: {e}")
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raise RuntimeError(f"Failed to register provider: {e}") from e
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async def update_provider(
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self,
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provider_id: str,
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config: dict[str, Any] | None = None,
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attributes: dict[str, list[str]] | None = None,
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) -> UpdateProviderResponse:
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"""Update an existing provider's configuration.
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Updates persist to kvstore and survive server restarts.
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This works for all providers (whether originally from run.yaml or API).
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"""
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if not self.kvstore:
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raise RuntimeError("Dynamic provider management is not enabled (no kvstore configured)")
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# Check if provider exists
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if provider_id not in self.dynamic_providers:
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raise ValueError(f"Provider {provider_id} not found")
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conn_info = self.dynamic_providers[provider_id]
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# Update config if provided
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if config is not None:
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conn_info.config.update(config)
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# Update attributes if provided
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if attributes is not None:
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conn_info.attributes = attributes
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conn_info.updated_at = datetime.now(UTC)
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conn_info.status = ProviderConnectionStatus.initializing
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try:
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# Store updated config
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await self._store_connection(conn_info)
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# Hot-reload: Shutdown old instance and reinstantiate with new config
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if self.provider_registry:
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# Shutdown old instance if it exists
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if provider_id in self.dynamic_provider_impls:
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old_impl = self.dynamic_provider_impls[provider_id]
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if hasattr(old_impl, "shutdown"):
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try:
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await old_impl.shutdown()
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logger.debug(f"Shutdown old instance of provider {provider_id}")
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except Exception as e:
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logger.warning(f"Error shutting down old instance of {provider_id}: {e}")
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# Reinstantiate with new config
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impl = await self._instantiate_provider(conn_info)
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self.dynamic_provider_impls[provider_id] = impl
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# Update status to connected after successful reinstantiation
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conn_info.status = ProviderConnectionStatus.connected
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conn_info.updated_at = datetime.now(UTC)
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await self._store_connection(conn_info)
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logger.info(f"Hot-reloaded dynamic provider {provider_id}")
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else:
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# No registry - just update config without reinstantiation
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conn_info.status = ProviderConnectionStatus.connected
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conn_info.updated_at = datetime.now(UTC)
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await self._store_connection(conn_info)
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logger.warning(f"Updated provider {provider_id} config without hot-reload (no registry)")
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return UpdateProviderResponse(provider=conn_info)
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except Exception as e:
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conn_info.status = ProviderConnectionStatus.failed
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conn_info.error_message = str(e)
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conn_info.updated_at = datetime.now(UTC)
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await self._store_connection(conn_info)
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logger.error(f"Failed to update provider {provider_id}: {e}")
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raise RuntimeError(f"Failed to update provider: {e}") from e
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async def unregister_provider(self, provider_id: str) -> None:
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"""Unregister a provider.
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Removes the provider from kvstore and shuts down its instance.
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This works for all providers (whether originally from run.yaml or API).
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"""
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if not self.kvstore:
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raise RuntimeError("Dynamic provider management is not enabled (no kvstore configured)")
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# Check if provider exists
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if provider_id not in self.dynamic_providers:
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raise ValueError(f"Provider {provider_id} not found")
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try:
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# Shutdown provider instance if it exists
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if provider_id in self.dynamic_provider_impls:
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impl = self.dynamic_provider_impls[provider_id]
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if hasattr(impl, "shutdown"):
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await impl.shutdown()
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del self.dynamic_provider_impls[provider_id]
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# Remove from kvstore
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await self._delete_connection(provider_id)
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# Remove from runtime cache
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del self.dynamic_providers[provider_id]
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|
||||
logger.info(f"Unregistered dynamic provider {provider_id}")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to unregister provider {provider_id}: {e}")
|
||||
raise RuntimeError(f"Failed to unregister provider: {e}") from e
|
||||
|
||||
async def test_provider_connection(self, provider_id: str) -> TestProviderConnectionResponse:
|
||||
"""Test a provider connection."""
|
||||
# Check if provider exists (static or dynamic)
|
||||
provider_impl = None
|
||||
|
||||
# Check dynamic providers first
|
||||
if provider_id in self.dynamic_provider_impls:
|
||||
provider_impl = self.dynamic_provider_impls[provider_id]
|
||||
# Check static providers
|
||||
elif provider_id in self.deps:
|
||||
provider_impl = self.deps[provider_id]
|
||||
|
||||
if not provider_impl:
|
||||
return TestProviderConnectionResponse(
|
||||
success=False, error_message=f"Provider {provider_id} not found or not initialized"
|
||||
)
|
||||
|
||||
# Check if provider has health method
|
||||
if not hasattr(provider_impl, "health"):
|
||||
return TestProviderConnectionResponse(
|
||||
success=False,
|
||||
health=HealthResponse(
|
||||
status=HealthStatus.NOT_IMPLEMENTED, message="Provider does not implement health check"
|
||||
),
|
||||
)
|
||||
|
||||
# Call health check
|
||||
try:
|
||||
health_result = await asyncio.wait_for(provider_impl.health(), timeout=5.0)
|
||||
|
||||
# Update health in dynamic provider cache if applicable
|
||||
if provider_id in self.dynamic_providers:
|
||||
conn_info = self.dynamic_providers[provider_id]
|
||||
conn_info.health = ProviderHealth.from_health_response(health_result)
|
||||
conn_info.last_health_check = datetime.now(UTC)
|
||||
await self._store_connection(conn_info)
|
||||
|
||||
logger.debug(f"Tested provider connection {provider_id}: status={health_result.get('status', 'UNKNOWN')}")
|
||||
|
||||
return TestProviderConnectionResponse(
|
||||
success=health_result.get("status") == HealthStatus.OK,
|
||||
health=health_result,
|
||||
)
|
||||
|
||||
except TimeoutError:
|
||||
health = HealthResponse(status=HealthStatus.ERROR, message="Health check timed out after 5 seconds")
|
||||
return TestProviderConnectionResponse(success=False, health=health)
|
||||
|
||||
except Exception as e:
|
||||
health = HealthResponse(status=HealthStatus.ERROR, message=f"Health check failed: {str(e)}")
|
||||
return TestProviderConnectionResponse(success=False, health=health, error_message=str(e))
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue