From 542476a22f94fe6a1738141dfb95bc6b74a5ea7c Mon Sep 17 00:00:00 2001 From: Mauricio A Date: Thu, 13 Mar 2025 14:28:53 -0400 Subject: [PATCH 1/3] Add test for OpenSearchDB http_auth initialization This commit introduces a new test validating the initialization of `OpenSearchDB` with `AWSV4SignerAuth` for HTTP authentication. Additionally, it updates the `poetry.lock` file to reflect dependencies changes with Poetry 2.1.1. Related to https://github.com/mem0ai/mem0/issues/2375 --- mem0/configs/vector_stores/opensearch.py | 3 +- mem0/vector_stores/opensearch.py | 5 +- poetry.lock | 780 ++++++----------------- tests/vector_stores/test_opensearch.py | 28 +- 4 files changed, 212 insertions(+), 604 deletions(-) diff --git a/mem0/configs/vector_stores/opensearch.py b/mem0/configs/vector_stores/opensearch.py index 2103540ffe..3a24006180 100644 --- a/mem0/configs/vector_stores/opensearch.py +++ b/mem0/configs/vector_stores/opensearch.py @@ -14,6 +14,7 @@ class OpenSearchConfig(BaseModel): verify_certs: bool = Field(False, description="Verify SSL certificates (default False for OpenSearch)") use_ssl: bool = Field(False, description="Use SSL for connection (default False for OpenSearch)") auto_create_index: bool = Field(True, description="Automatically create index during initialization") + http_auth: Optional[object] = Field(None, description="HTTP authentication method / AWS SigV4") @model_validator(mode="before") @classmethod @@ -23,7 +24,7 @@ def validate_auth(cls, values: Dict[str, Any]) -> Dict[str, Any]: raise ValueError("Host must be provided for OpenSearch") # Authentication: Either API key or user/password must be provided - if not any([values.get("api_key"), (values.get("user") and values.get("password"))]): + if not any([values.get("api_key"), (values.get("user") and values.get("password")), values.get("http_auth")]): raise ValueError("Either api_key or user/password must be provided for OpenSearch authentication") return values diff --git a/mem0/vector_stores/opensearch.py b/mem0/vector_stores/opensearch.py index 159ec9124c..5614f77b58 100644 --- a/mem0/vector_stores/opensearch.py +++ b/mem0/vector_stores/opensearch.py @@ -2,7 +2,7 @@ from typing import Any, Dict, List, Optional try: - from opensearchpy import OpenSearch + from opensearchpy import OpenSearch, RequestsHttpConnection from opensearchpy.helpers import bulk except ImportError: raise ImportError("OpenSearch requires extra dependencies. Install with `pip install opensearch-py`") from None @@ -28,9 +28,10 @@ def __init__(self, **kwargs): # Initialize OpenSearch client self.client = OpenSearch( hosts=[{"host": config.host, "port": config.port or 9200}], - http_auth=(config.user, config.password) if (config.user and config.password) else None, + http_auth=config.http_auth if config.http_auth else ((config.user, config.password) if (config.user and config.password) else None), use_ssl=config.use_ssl, verify_certs=config.verify_certs, + connection_class=RequestsHttpConnection ) self.collection_name = config.collection_name diff --git a/poetry.lock b/poetry.lock index 96c789b242..4172f8fa04 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,132 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. - -[[package]] -name = "aiohappyeyeballs" -version = "2.4.6" -description = "Happy Eyeballs for asyncio" -optional = false -python-versions = ">=3.9" -files = [ - {file = "aiohappyeyeballs-2.4.6-py3-none-any.whl", hash = "sha256:147ec992cf873d74f5062644332c539fcd42956dc69453fe5204195e560517e1"}, - 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Install with `pip install opensearch-py`" @@ -148,3 +148,29 @@ def test_delete(self): def test_delete_col(self): self.os_db.delete_col() self.client_mock.indices.delete.assert_called_once_with(index="test_collection") + + + def test_init_with_http_auth(self): + mock_credentials = MagicMock() + mock_signer = AWSV4SignerAuth(mock_credentials, "us-east-1", "es") + + with patch('mem0.vector_stores.opensearch.OpenSearch') as mock_opensearch: + test_db = OpenSearchDB( + host="localhost", + port=9200, + collection_name="test_collection", + embedding_model_dims=1536, + http_auth=mock_signer, + verify_certs=True, + use_ssl=True, + auto_create_index=False + ) + + # Verify OpenSearch was initialized with correct params + mock_opensearch.assert_called_once_with( + hosts=[{"host": "localhost", "port": 9200}], + http_auth=mock_signer, + use_ssl=True, + verify_certs=True, + connection_class=unittest.mock.ANY + ) \ No newline at end of file From 078b3a3e1e2ccd3de34c8c0d0dc6400a662e2fe5 Mon Sep 17 00:00:00 2001 From: Mauricio A Date: Tue, 18 Mar 2025 16:43:47 -0400 Subject: [PATCH 2/3] feat: enhance OpenSearch index creation with KNN vector method configuration --- mem0/vector_stores/opensearch.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/mem0/vector_stores/opensearch.py b/mem0/vector_stores/opensearch.py index 5614f77b58..2a58ac456c 100644 --- a/mem0/vector_stores/opensearch.py +++ b/mem0/vector_stores/opensearch.py @@ -44,14 +44,17 @@ def __init__(self, **kwargs): def create_index(self) -> None: """Create OpenSearch index with proper mappings if it doesn't exist.""" index_settings = { - # ToDo change replicas to 1 "settings": { "index": {"number_of_replicas": 1, "number_of_shards": 5, "refresh_interval": "1s", "knn": True} }, "mappings": { "properties": { "text": {"type": "text"}, - "vector": {"type": "knn_vector", "dimension": self.vector_dim}, + "vector": { + "type": "knn_vector", + "dimension": self.vector_dim, + "method": {"engine": "lucene", 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