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chore: Adding unit tests for Milvus and OpenAI compatibility (#2640)
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# What does this PR do? - Enabling Unit tests for Milvus to start to test OpenAI compatibility and fixing a few bugs. - Also fixed an inconsistency in the Milvus config between remote and inline. - Added pymilvus to extras for testing in CI I'm going to refactor this later to include the other inline providers so that we can catch issues sooner. I have another PR where I've been testing to find other bugs in the implementation (and required changes drafted here: https://github.com/meta-llama/llama-stack/pull/2617). ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> --------- Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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6 changed files with 1970 additions and 1484 deletions
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@ -154,10 +154,10 @@ class MilvusVectorIOAdapter(OpenAIVectorStoreMixin, VectorIO, VectorDBsProtocolP
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stored_vector_dbs = await self.kvstore.values_in_range(start_key, end_key)
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for vector_db_data in stored_vector_dbs:
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vector_db = VectorDB.mdel_validate_json(vector_db_data)
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vector_db = VectorDB.model_validate_json(vector_db_data)
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index = VectorDBWithIndex(
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vector_db,
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index=await MilvusIndex(
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index=MilvusIndex(
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client=self.client,
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collection_name=vector_db.identifier,
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consistency_level=self.config.consistency_level,
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@ -259,6 +259,8 @@ class MilvusVectorIOAdapter(OpenAIVectorStoreMixin, VectorIO, VectorDBsProtocolP
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assert self.kvstore is not None
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key = f"{OPENAI_VECTOR_STORES_PREFIX}{store_id}"
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await self.kvstore.delete(key)
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if store_id in self.openai_vector_stores:
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del self.openai_vector_stores[store_id]
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async def _load_openai_vector_stores(self) -> dict[str, dict[str, Any]]:
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"""Load all vector store metadata from persistent storage."""
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@ -377,6 +379,29 @@ class MilvusVectorIOAdapter(OpenAIVectorStoreMixin, VectorIO, VectorDBsProtocolP
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logger.error(f"Error loading openai vector store file {file_id} for store {store_id}: {e}")
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return {}
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async def _update_openai_vector_store_file(self, store_id: str, file_id: str, file_info: dict[str, Any]) -> None:
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"""Update vector store file metadata in Milvus database."""
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try:
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if not await asyncio.to_thread(self.client.has_collection, "openai_vector_store_files"):
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return
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file_data = [
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{
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"store_file_id": f"{store_id}_{file_id}",
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"store_id": store_id,
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"file_id": file_id,
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"file_info": json.dumps(file_info),
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}
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]
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await asyncio.to_thread(
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self.client.upsert,
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collection_name="openai_vector_store_files",
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data=file_data,
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)
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except Exception as e:
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logger.error(f"Error updating openai vector store file {file_id} for store {store_id}: {e}")
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raise
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async def _load_openai_vector_store_file_contents(self, store_id: str, file_id: str) -> list[dict[str, Any]]:
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"""Load vector store file contents from Milvus database."""
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try:
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@ -405,29 +430,6 @@ class MilvusVectorIOAdapter(OpenAIVectorStoreMixin, VectorIO, VectorDBsProtocolP
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logger.error(f"Error loading openai vector store file contents for {file_id} in store {store_id}: {e}")
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return []
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async def _update_openai_vector_store_file(self, store_id: str, file_id: str, file_info: dict[str, Any]) -> None:
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"""Update vector store file metadata in Milvus database."""
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try:
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if not await asyncio.to_thread(self.client.has_collection, "openai_vector_store_files"):
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return
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file_data = [
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{
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"store_file_id": f"{store_id}_{file_id}",
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"store_id": store_id,
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"file_id": file_id,
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"file_info": json.dumps(file_info),
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}
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]
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await asyncio.to_thread(
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self.client.upsert,
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collection_name="openai_vector_store_files",
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data=file_data,
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)
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except Exception as e:
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logger.error(f"Error updating openai vector store file {file_id} for store {store_id}: {e}")
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raise
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async def _delete_openai_vector_store_file_from_storage(self, store_id: str, file_id: str) -> None:
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"""Delete vector store file metadata from Milvus database."""
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try:
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