Merge remote-tracking branch 'origin/main' into pr-1610
This commit is contained in:
Re-bin
399
tests/test_azure_openai_provider.py
Normal file
399
tests/test_azure_openai_provider.py
Normal file
@@ -0,0 +1,399 @@
|
||||
"""Test Azure OpenAI provider implementation (updated for model-based deployment names)."""
|
||||
|
||||
from unittest.mock import AsyncMock, Mock, patch
|
||||
|
||||
import pytest
|
||||
|
||||
from nanobot.providers.azure_openai_provider import AzureOpenAIProvider
|
||||
from nanobot.providers.base import LLMResponse
|
||||
|
||||
|
||||
def test_azure_openai_provider_init():
|
||||
"""Test AzureOpenAIProvider initialization without deployment_name."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o-deployment",
|
||||
)
|
||||
|
||||
assert provider.api_key == "test-key"
|
||||
assert provider.api_base == "https://test-resource.openai.azure.com/"
|
||||
assert provider.default_model == "gpt-4o-deployment"
|
||||
assert provider.api_version == "2024-10-21"
|
||||
|
||||
|
||||
def test_azure_openai_provider_init_validation():
|
||||
"""Test AzureOpenAIProvider initialization validation."""
|
||||
# Missing api_key
|
||||
with pytest.raises(ValueError, match="Azure OpenAI api_key is required"):
|
||||
AzureOpenAIProvider(api_key="", api_base="https://test.com")
|
||||
|
||||
# Missing api_base
|
||||
with pytest.raises(ValueError, match="Azure OpenAI api_base is required"):
|
||||
AzureOpenAIProvider(api_key="test", api_base="")
|
||||
|
||||
|
||||
def test_build_chat_url():
|
||||
"""Test Azure OpenAI URL building with different deployment names."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
# Test various deployment names
|
||||
test_cases = [
|
||||
("gpt-4o-deployment", "https://test-resource.openai.azure.com/openai/deployments/gpt-4o-deployment/chat/completions?api-version=2024-10-21"),
|
||||
("gpt-35-turbo", "https://test-resource.openai.azure.com/openai/deployments/gpt-35-turbo/chat/completions?api-version=2024-10-21"),
|
||||
("custom-model", "https://test-resource.openai.azure.com/openai/deployments/custom-model/chat/completions?api-version=2024-10-21"),
|
||||
]
|
||||
|
||||
for deployment_name, expected_url in test_cases:
|
||||
url = provider._build_chat_url(deployment_name)
|
||||
assert url == expected_url
|
||||
|
||||
|
||||
def test_build_chat_url_api_base_without_slash():
|
||||
"""Test URL building when api_base doesn't end with slash."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com", # No trailing slash
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
url = provider._build_chat_url("test-deployment")
|
||||
expected = "https://test-resource.openai.azure.com/openai/deployments/test-deployment/chat/completions?api-version=2024-10-21"
|
||||
assert url == expected
|
||||
|
||||
|
||||
def test_build_headers():
|
||||
"""Test Azure OpenAI header building with api-key authentication."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-api-key-123",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
headers = provider._build_headers()
|
||||
assert headers["Content-Type"] == "application/json"
|
||||
assert headers["api-key"] == "test-api-key-123" # Azure OpenAI specific header
|
||||
assert "x-session-affinity" in headers
|
||||
|
||||
|
||||
def test_prepare_request_payload():
|
||||
"""Test request payload preparation with Azure OpenAI 2024-10-21 compliance."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
messages = [{"role": "user", "content": "Hello"}]
|
||||
payload = provider._prepare_request_payload("gpt-4o", messages, max_tokens=1500, temperature=0.8)
|
||||
|
||||
assert payload["messages"] == messages
|
||||
assert payload["max_completion_tokens"] == 1500 # Azure API 2024-10-21 uses max_completion_tokens
|
||||
assert payload["temperature"] == 0.8
|
||||
assert "tools" not in payload
|
||||
|
||||
# Test with tools
|
||||
tools = [{"type": "function", "function": {"name": "get_weather", "parameters": {}}}]
|
||||
payload_with_tools = provider._prepare_request_payload("gpt-4o", messages, tools=tools)
|
||||
assert payload_with_tools["tools"] == tools
|
||||
assert payload_with_tools["tool_choice"] == "auto"
|
||||
|
||||
# Test with reasoning_effort
|
||||
payload_with_reasoning = provider._prepare_request_payload(
|
||||
"gpt-5-chat", messages, reasoning_effort="medium"
|
||||
)
|
||||
assert payload_with_reasoning["reasoning_effort"] == "medium"
|
||||
assert "temperature" not in payload_with_reasoning
|
||||
|
||||
|
||||
def test_prepare_request_payload_sanitizes_messages():
|
||||
"""Test Azure payload strips non-standard message keys before sending."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
messages = [
|
||||
{
|
||||
"role": "assistant",
|
||||
"tool_calls": [{"id": "call_123", "type": "function", "function": {"name": "x"}}],
|
||||
"reasoning_content": "hidden chain-of-thought",
|
||||
},
|
||||
{
|
||||
"role": "tool",
|
||||
"tool_call_id": "call_123",
|
||||
"name": "x",
|
||||
"content": "ok",
|
||||
"extra_field": "should be removed",
|
||||
},
|
||||
]
|
||||
|
||||
payload = provider._prepare_request_payload("gpt-4o", messages)
|
||||
|
||||
assert payload["messages"] == [
|
||||
{
|
||||
"role": "assistant",
|
||||
"content": None,
|
||||
"tool_calls": [{"id": "call_123", "type": "function", "function": {"name": "x"}}],
|
||||
},
|
||||
{
|
||||
"role": "tool",
|
||||
"tool_call_id": "call_123",
|
||||
"name": "x",
|
||||
"content": "ok",
|
||||
},
|
||||
]
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_chat_success():
|
||||
"""Test successful chat request using model as deployment name."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o-deployment",
|
||||
)
|
||||
|
||||
# Mock response data
|
||||
mock_response_data = {
|
||||
"choices": [{
|
||||
"message": {
|
||||
"content": "Hello! How can I help you today?",
|
||||
"role": "assistant"
|
||||
},
|
||||
"finish_reason": "stop"
|
||||
}],
|
||||
"usage": {
|
||||
"prompt_tokens": 12,
|
||||
"completion_tokens": 18,
|
||||
"total_tokens": 30
|
||||
}
|
||||
}
|
||||
|
||||
with patch("httpx.AsyncClient") as mock_client:
|
||||
mock_response = AsyncMock()
|
||||
mock_response.status_code = 200
|
||||
mock_response.json = Mock(return_value=mock_response_data)
|
||||
|
||||
mock_context = AsyncMock()
|
||||
mock_context.post = AsyncMock(return_value=mock_response)
|
||||
mock_client.return_value.__aenter__.return_value = mock_context
|
||||
|
||||
# Test with specific model (deployment name)
|
||||
messages = [{"role": "user", "content": "Hello"}]
|
||||
result = await provider.chat(messages, model="custom-deployment")
|
||||
|
||||
assert isinstance(result, LLMResponse)
|
||||
assert result.content == "Hello! How can I help you today?"
|
||||
assert result.finish_reason == "stop"
|
||||
assert result.usage["prompt_tokens"] == 12
|
||||
assert result.usage["completion_tokens"] == 18
|
||||
assert result.usage["total_tokens"] == 30
|
||||
|
||||
# Verify URL was built with the provided model as deployment name
|
||||
call_args = mock_context.post.call_args
|
||||
expected_url = "https://test-resource.openai.azure.com/openai/deployments/custom-deployment/chat/completions?api-version=2024-10-21"
|
||||
assert call_args[0][0] == expected_url
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_chat_uses_default_model_when_no_model_provided():
|
||||
"""Test that chat uses default_model when no model is specified."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="default-deployment",
|
||||
)
|
||||
|
||||
mock_response_data = {
|
||||
"choices": [{
|
||||
"message": {"content": "Response", "role": "assistant"},
|
||||
"finish_reason": "stop"
|
||||
}],
|
||||
"usage": {"prompt_tokens": 5, "completion_tokens": 5, "total_tokens": 10}
|
||||
}
|
||||
|
||||
with patch("httpx.AsyncClient") as mock_client:
|
||||
mock_response = AsyncMock()
|
||||
mock_response.status_code = 200
|
||||
mock_response.json = Mock(return_value=mock_response_data)
|
||||
|
||||
mock_context = AsyncMock()
|
||||
mock_context.post = AsyncMock(return_value=mock_response)
|
||||
mock_client.return_value.__aenter__.return_value = mock_context
|
||||
|
||||
messages = [{"role": "user", "content": "Test"}]
|
||||
await provider.chat(messages) # No model specified
|
||||
|
||||
# Verify URL was built with default model as deployment name
|
||||
call_args = mock_context.post.call_args
|
||||
expected_url = "https://test-resource.openai.azure.com/openai/deployments/default-deployment/chat/completions?api-version=2024-10-21"
|
||||
assert call_args[0][0] == expected_url
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_chat_with_tool_calls():
|
||||
"""Test chat request with tool calls in response."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
# Mock response with tool calls
|
||||
mock_response_data = {
|
||||
"choices": [{
|
||||
"message": {
|
||||
"content": None,
|
||||
"role": "assistant",
|
||||
"tool_calls": [{
|
||||
"id": "call_12345",
|
||||
"function": {
|
||||
"name": "get_weather",
|
||||
"arguments": '{"location": "San Francisco"}'
|
||||
}
|
||||
}]
|
||||
},
|
||||
"finish_reason": "tool_calls"
|
||||
}],
|
||||
"usage": {
|
||||
"prompt_tokens": 20,
|
||||
"completion_tokens": 15,
|
||||
"total_tokens": 35
|
||||
}
|
||||
}
|
||||
|
||||
with patch("httpx.AsyncClient") as mock_client:
|
||||
mock_response = AsyncMock()
|
||||
mock_response.status_code = 200
|
||||
mock_response.json = Mock(return_value=mock_response_data)
|
||||
|
||||
mock_context = AsyncMock()
|
||||
mock_context.post = AsyncMock(return_value=mock_response)
|
||||
mock_client.return_value.__aenter__.return_value = mock_context
|
||||
|
||||
messages = [{"role": "user", "content": "What's the weather?"}]
|
||||
tools = [{"type": "function", "function": {"name": "get_weather", "parameters": {}}}]
|
||||
result = await provider.chat(messages, tools=tools, model="weather-model")
|
||||
|
||||
assert isinstance(result, LLMResponse)
|
||||
assert result.content is None
|
||||
assert result.finish_reason == "tool_calls"
|
||||
assert len(result.tool_calls) == 1
|
||||
assert result.tool_calls[0].name == "get_weather"
|
||||
assert result.tool_calls[0].arguments == {"location": "San Francisco"}
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_chat_api_error():
|
||||
"""Test chat request API error handling."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
with patch("httpx.AsyncClient") as mock_client:
|
||||
mock_response = AsyncMock()
|
||||
mock_response.status_code = 401
|
||||
mock_response.text = "Invalid authentication credentials"
|
||||
|
||||
mock_context = AsyncMock()
|
||||
mock_context.post = AsyncMock(return_value=mock_response)
|
||||
mock_client.return_value.__aenter__.return_value = mock_context
|
||||
|
||||
messages = [{"role": "user", "content": "Hello"}]
|
||||
result = await provider.chat(messages)
|
||||
|
||||
assert isinstance(result, LLMResponse)
|
||||
assert "Azure OpenAI API Error 401" in result.content
|
||||
assert "Invalid authentication credentials" in result.content
|
||||
assert result.finish_reason == "error"
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_chat_connection_error():
|
||||
"""Test chat request connection error handling."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
with patch("httpx.AsyncClient") as mock_client:
|
||||
mock_context = AsyncMock()
|
||||
mock_context.post = AsyncMock(side_effect=Exception("Connection failed"))
|
||||
mock_client.return_value.__aenter__.return_value = mock_context
|
||||
|
||||
messages = [{"role": "user", "content": "Hello"}]
|
||||
result = await provider.chat(messages)
|
||||
|
||||
assert isinstance(result, LLMResponse)
|
||||
assert "Error calling Azure OpenAI: Exception('Connection failed')" in result.content
|
||||
assert result.finish_reason == "error"
|
||||
|
||||
|
||||
def test_parse_response_malformed():
|
||||
"""Test response parsing with malformed data."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o",
|
||||
)
|
||||
|
||||
# Test with missing choices
|
||||
malformed_response = {"usage": {"prompt_tokens": 10}}
|
||||
result = provider._parse_response(malformed_response)
|
||||
|
||||
assert isinstance(result, LLMResponse)
|
||||
assert "Error parsing Azure OpenAI response" in result.content
|
||||
assert result.finish_reason == "error"
|
||||
|
||||
|
||||
def test_get_default_model():
|
||||
"""Test get_default_model method."""
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="my-custom-deployment",
|
||||
)
|
||||
|
||||
assert provider.get_default_model() == "my-custom-deployment"
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
# Run basic tests
|
||||
print("Running basic Azure OpenAI provider tests...")
|
||||
|
||||
# Test initialization
|
||||
provider = AzureOpenAIProvider(
|
||||
api_key="test-key",
|
||||
api_base="https://test-resource.openai.azure.com",
|
||||
default_model="gpt-4o-deployment",
|
||||
)
|
||||
print("✅ Provider initialization successful")
|
||||
|
||||
# Test URL building
|
||||
url = provider._build_chat_url("my-deployment")
|
||||
expected = "https://test-resource.openai.azure.com/openai/deployments/my-deployment/chat/completions?api-version=2024-10-21"
|
||||
assert url == expected
|
||||
print("✅ URL building works correctly")
|
||||
|
||||
# Test headers
|
||||
headers = provider._build_headers()
|
||||
assert headers["api-key"] == "test-key"
|
||||
assert headers["Content-Type"] == "application/json"
|
||||
print("✅ Header building works correctly")
|
||||
|
||||
# Test payload preparation
|
||||
messages = [{"role": "user", "content": "Test"}]
|
||||
payload = provider._prepare_request_payload("gpt-4o-deployment", messages, max_tokens=1000)
|
||||
assert payload["max_completion_tokens"] == 1000 # Azure 2024-10-21 format
|
||||
print("✅ Payload preparation works correctly")
|
||||
|
||||
print("✅ All basic tests passed! Updated test file is working correctly.")
|
||||
Reference in New Issue
Block a user