Files
simplemind/tests/test_conversations.py
2024-11-26 23:37:30 +08:00

102 lines
2.9 KiB
Python

import json
import pytest
import simplemind as sm
from simplemind.models import BasePlugin, Conversation
from simplemind.providers import Anthropic, Gemini, Groq, Ollama, OpenAI
@pytest.mark.parametrize(
"provider_cls",
[
Anthropic,
Gemini,
OpenAI,
Groq,
Ollama,
# Amazon
],
)
def test_generate_data(provider_cls):
conv = sm.create_conversation(
llm_model=provider_cls.DEFAULT_MODEL, llm_provider=provider_cls.NAME
)
conv.add_message(text="hey")
data = conv.send()
assert isinstance(data.text, str)
assert len(data.text) > 0
@pytest.fixture
def sample_conversation():
"""Create a sample conversation for testing."""
conv = Conversation(llm_provider="openai")
conv.add_message(role="user", text="Hello!")
conv.add_message(role="assistant", text="Hi there!")
conv.add_message(role="user", text="How are you?")
return conv
@pytest.fixture
def temp_json_file(tmp_path):
"""Create a temporary file path for testing."""
return tmp_path / "conversation.json"
def test_save_conversation(sample_conversation, temp_json_file):
"""Test saving a conversation to a JSON file."""
sample_conversation.save(temp_json_file)
assert temp_json_file.exists()
with open(temp_json_file) as f:
saved_data = json.load(f)
assert "id" in saved_data
assert "messages" in saved_data
assert "llm_model" in saved_data
assert "llm_provider" in saved_data
assert len(saved_data["messages"]) == 3
assert saved_data["messages"][0]["text"] == "Hello!"
assert saved_data["messages"][1]["text"] == "Hi there!"
assert saved_data["messages"][2]["text"] == "How are you?"
def test_load_conversation(sample_conversation, temp_json_file):
"""Test loading a conversation from a JSON file."""
sample_conversation.save(temp_json_file)
loaded_conv = Conversation.load(temp_json_file)
assert loaded_conv.id == sample_conversation.id
assert loaded_conv.llm_model == sample_conversation.llm_model
assert loaded_conv.llm_provider == sample_conversation.llm_provider
assert len(loaded_conv.messages) == len(sample_conversation.messages)
for original_msg, loaded_msg in zip(
sample_conversation.messages, loaded_conv.messages
):
assert loaded_msg.role == original_msg.role
assert loaded_msg.text == original_msg.text
assert loaded_msg.meta == original_msg.meta
def test_save_load_with_plugins(sample_conversation, temp_json_file):
"""Test that plugins are properly excluded from serialization."""
# Create a dummy plugin
class DummyPlugin(BasePlugin):
def initialize_hook(self, conversation):
pass
sample_conversation.add_plugin(DummyPlugin())
sample_conversation.save(temp_json_file)
loaded_conv = Conversation.load(temp_json_file)
assert len(loaded_conv.plugins) == 0