from typing import Generator from unittest.mock import patch import chromadb from chromadb.config import Settings from chromadb.api import ClientAPI import chromadb.server.fastapi import pytest import tempfile @pytest.fixture def ephemeral_api() -> Generator[ClientAPI, None, None]: client = chromadb.EphemeralClient() yield client client.clear_system_cache() @pytest.fixture def persistent_api() -> Generator[ClientAPI, None, None]: client = chromadb.PersistentClient( path=tempfile.gettempdir() + "/test_server", ) yield client client.clear_system_cache() @pytest.fixture def http_api() -> Generator[ClientAPI, None, None]: with patch("chromadb.api.client.Client._validate_tenant_database"): client = chromadb.HttpClient() yield client client.clear_system_cache() def test_ephemeral_client(ephemeral_api: ClientAPI) -> None: settings = ephemeral_api.get_settings() assert settings.is_persistent is False def test_persistent_client(persistent_api: ClientAPI) -> None: settings = persistent_api.get_settings() assert settings.is_persistent is True def test_http_client(http_api: ClientAPI) -> None: settings = http_api.get_settings() assert settings.chroma_api_impl == "chromadb.api.fastapi.FastAPI" def test_http_client_with_inconsistent_host_settings() -> None: try: chromadb.HttpClient(settings=Settings(chroma_server_host="127.0.0.1")) except ValueError as e: assert ( str(e) == "Chroma server host provided in settings[127.0.0.1] is different to the one provided in HttpClient: [localhost]" ) def test_http_client_with_inconsistent_port_settings() -> None: try: chromadb.HttpClient( port="8002", settings=Settings( chroma_server_http_port="8001", ), ) except ValueError as e: assert ( str(e) == "Chroma server http port provided in settings[8001] is different to the one provided in HttpClient: [8002]" )