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https://github.com/meta-llama/llama-stack.git
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fix faiss db health check correctly via review
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parent
47373a65cf
commit
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5 changed files with 113 additions and 227 deletions
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@ -4,6 +4,7 @@
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import asyncio
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from typing import Any
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from llama_stack.apis.common.content_types import (
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@ -21,7 +22,7 @@ from llama_stack.apis.vector_io import (
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)
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from llama_stack.apis.vector_io.vector_io import VectorStoreChunkingStrategy, VectorStoreFileObject
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from llama_stack.log import get_logger
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from llama_stack.providers.datatypes import RoutingTable
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from llama_stack.providers.datatypes import HealthResponse, HealthStatus, RoutingTable
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logger = get_logger(name=__name__, category="core")
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@ -272,3 +273,26 @@ class VectorIORouter(VectorIO):
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attributes=attributes,
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chunking_strategy=chunking_strategy,
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)
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async def health(self) -> dict[str, HealthResponse]:
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health_statuses = {}
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timeout = 1 # increasing the timeout to 1 second for health checks
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for provider_id, impl in self.routing_table.impls_by_provider_id.items():
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try:
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# check if the provider has a health method
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if not hasattr(impl, "health"):
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continue
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health = await asyncio.wait_for(impl.health(), timeout=timeout)
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health_statuses[provider_id] = health
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except (asyncio.TimeoutError, TimeoutError):
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health_statuses[provider_id] = HealthResponse(
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status=HealthStatus.ERROR,
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message=f"Health check timed out after {timeout} seconds",
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)
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except NotImplementedError:
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health_statuses[provider_id] = HealthResponse(status=HealthStatus.NOT_IMPLEMENTED)
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except Exception as e:
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health_statuses[provider_id] = HealthResponse(
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status=HealthStatus.ERROR, message=f"Health check failed: {str(e)}"
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)
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return health_statuses
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@ -24,8 +24,11 @@ from llama_stack.apis.vector_io import (
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QueryChunksResponse,
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VectorIO,
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)
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from llama_stack.providers.datatypes import VectorDBsProtocolPrivate
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from llama_stack.providers.inline.vector_io.faiss.provider_patch import * # noqa: F403
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from llama_stack.providers.datatypes import (
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HealthResponse,
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HealthStatus,
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VectorDBsProtocolPrivate,
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)
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from llama_stack.providers.utils.kvstore import kvstore_impl
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from llama_stack.providers.utils.kvstore.api import KVStore
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from llama_stack.providers.utils.memory.openai_vector_store_mixin import OpenAIVectorStoreMixin
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@ -42,6 +45,7 @@ VERSION = "v3"
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VECTOR_DBS_PREFIX = f"vector_dbs:{VERSION}::"
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FAISS_INDEX_PREFIX = f"faiss_index:{VERSION}::"
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OPENAI_VECTOR_STORES_PREFIX = f"openai_vector_stores:{VERSION}::"
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VECTOR_DIMENSION = 128 # sample dimension
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class FaissIndex(EmbeddingIndex):
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@ -176,6 +180,21 @@ class FaissVectorIOAdapter(OpenAIVectorStoreMixin, VectorIO, VectorDBsProtocolPr
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# Cleanup if needed
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pass
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async def health(self) -> HealthResponse:
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"""
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Performs a health check by verifying connectivity to the inline faiss DB.
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This method is used by the Provider API to verify
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that the service is running correctly.
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Returns:
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HealthResponse: A dictionary containing the health status.
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"""
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try:
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faiss.IndexFlatL2(VECTOR_DIMENSION)
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return HealthResponse(status=HealthStatus.OK)
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except Exception as e:
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return HealthResponse(status=HealthStatus.ERROR, message=f"Health check failed: {str(e)}")
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async def register_vector_db(
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self,
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vector_db: VectorDB,
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@ -1,59 +0,0 @@
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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"""
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Patch for the provider impl to fix the health check for the FAISS provider.
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It is the workaround fix with current implementation if place for get_providers_health
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as it returns a dict mapping API names to a single health response, but list_providers
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expects a dict mapping API names to a dict of provider IDs to health responses.
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"""
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import logging
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import faiss
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from llama_stack.distribution.providers import ProviderImpl
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from llama_stack.providers.datatypes import HealthResponse, HealthStatus
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logger = logging.getLogger(__name__)
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# Store the original methods
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original_list_providers = ProviderImpl.list_providers
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VECTOR_DIMENSION = 128 # sample dimension
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# Helper method to check FAISS health directly
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async def check_faiss_health():
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"""Check the health of the FAISS vector database directly."""
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try:
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# Create FAISS index to verify readiness
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faiss.IndexFlatL2(VECTOR_DIMENSION)
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return HealthResponse(status=HealthStatus.OK)
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except Exception as e:
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return HealthResponse(status=HealthStatus.ERROR, message=f"FAISS health check failed: {str(e)}")
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async def patched_list_providers(self):
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"""Patched version of list_providers to include FAISS health check."""
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logger.debug("Using patched list_providers method")
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# Get the original response
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response = await original_list_providers(self)
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# To find the FAISS provider in the response
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for provider in response.data:
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if provider.provider_id == "faiss" and provider.api == "vector_io":
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health_result = await check_faiss_health()
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logger.debug("FAISS health check result: %s", health_result)
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provider.health = health_result
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logger.debug("Updated FAISS health to: %s", provider.health)
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return response
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# Apply the patch by replacing the original method with patched version
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# Added type: ignore because mypy cannot infer the correct type
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# The typing error doesn't affect runtime behavior - it's only a static type check warning
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ProviderImpl.list_providers = patched_list_providers # type: ignore
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logger.debug("Successfully applied patch for FAISS provider health check")
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