Files
crewAI/tests/test_optional_dependencies.py
2025-05-30 09:27:06 +00:00

81 lines
3.5 KiB
Python

import pytest
import importlib
import sys
from unittest.mock import patch
from crewai.utilities.errors import ChromaDBRequiredError
def test_import_without_chromadb():
"""Test that crewai can be imported without chromadb."""
with patch.dict(sys.modules, {"chromadb": None, "chromadb.errors": None, "chromadb.api": None, "chromadb.config": None}):
modules_to_reload = [
"crewai.memory.storage.rag_storage",
"crewai.knowledge.storage.knowledge_storage",
"crewai.utilities.embedding_configurator"
]
for module in modules_to_reload:
if module in sys.modules:
importlib.reload(sys.modules[module])
from crewai import Agent, Task, Crew, Process
agent = Agent(role="Test Agent", goal="Test Goal", backstory="Test Backstory")
task = Task(description="Test Task", agent=agent)
_ = Crew(agents=[agent], tasks=[task], process=Process.sequential)
def test_memory_storage_without_chromadb():
"""Test that memory storage raises appropriate error when chromadb is not available."""
with patch.dict(sys.modules, {"chromadb": None, "chromadb.errors": None, "chromadb.api": None, "chromadb.config": None}):
if "crewai.memory.storage.rag_storage" in sys.modules:
importlib.reload(sys.modules["crewai.memory.storage.rag_storage"])
from crewai.memory.storage.rag_storage import RAGStorage, HAS_CHROMADB
assert not HAS_CHROMADB
with pytest.raises(ChromaDBRequiredError) as excinfo:
storage = RAGStorage("memory", allow_reset=True, crew=None)
assert "ChromaDB is required for memory storage" in str(excinfo.value)
def test_knowledge_storage_without_chromadb():
"""Test that knowledge storage raises appropriate error when chromadb is not available."""
with patch.dict(sys.modules, {"chromadb": None, "chromadb.errors": None, "chromadb.api": None, "chromadb.config": None}):
modules_to_reload = [
"crewai.knowledge.storage.knowledge_storage",
"crewai.utilities.embedding_configurator"
]
for module in modules_to_reload:
if module in sys.modules:
importlib.reload(sys.modules[module])
from crewai.knowledge.storage.knowledge_storage import KnowledgeStorage, HAS_CHROMADB
assert not HAS_CHROMADB
with pytest.raises(ChromaDBRequiredError) as excinfo:
storage = KnowledgeStorage()
storage.initialize_knowledge_storage()
assert "ChromaDB is required for knowledge storage" in str(excinfo.value)
def test_embedding_configurator_without_chromadb():
"""Test that embedding configurator raises appropriate error when chromadb is not available."""
with patch.dict(sys.modules, {"chromadb": None, "chromadb.errors": None, "chromadb.api": None, "chromadb.config": None}):
if "crewai.utilities.embedding_configurator" in sys.modules:
importlib.reload(sys.modules["crewai.utilities.embedding_configurator"])
from crewai.utilities.embedding_configurator import EmbeddingConfigurator, HAS_CHROMADB
assert not HAS_CHROMADB
with pytest.raises(ChromaDBRequiredError) as excinfo:
configurator = EmbeddingConfigurator()
configurator.configure_embedder()
assert "ChromaDB is required for embedding functionality" in str(excinfo.value)