forked from phoenix/litellm-mirror
113 lines
3.3 KiB
Python
113 lines
3.3 KiB
Python
# What is this?
|
|
## Unit tests for Azure AI integration
|
|
|
|
import asyncio
|
|
import os
|
|
import sys
|
|
import traceback
|
|
|
|
from dotenv import load_dotenv
|
|
|
|
import litellm.types
|
|
import litellm.types.utils
|
|
from litellm.llms.anthropic.chat import ModelResponseIterator
|
|
import httpx
|
|
import json
|
|
from respx import MockRouter
|
|
|
|
load_dotenv()
|
|
import io
|
|
import os
|
|
|
|
sys.path.insert(
|
|
0, os.path.abspath("../..")
|
|
) # Adds the parent directory to the system path
|
|
from typing import Optional
|
|
from unittest.mock import MagicMock, patch
|
|
|
|
import pytest
|
|
|
|
import litellm
|
|
|
|
|
|
@pytest.mark.parametrize(
|
|
"model_group_header, expected_model",
|
|
[
|
|
("offer-cohere-embed-multili-paygo", "Cohere-embed-v3-multilingual"),
|
|
("offer-cohere-embed-english-paygo", "Cohere-embed-v3-english"),
|
|
],
|
|
)
|
|
def test_map_azure_model_group(model_group_header, expected_model):
|
|
from litellm.llms.azure_ai.embed.cohere_transformation import AzureAICohereConfig
|
|
|
|
config = AzureAICohereConfig()
|
|
assert config._map_azure_model_group(model_group_header) == expected_model
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_azure_ai_with_image_url():
|
|
"""
|
|
Important test:
|
|
|
|
Test that Azure AI studio can handle image_url passed when content is a list containing both text and image_url
|
|
"""
|
|
from openai import AsyncOpenAI
|
|
|
|
litellm.set_verbose = True
|
|
|
|
client = AsyncOpenAI(
|
|
api_key="fake-api-key",
|
|
base_url="https://Phi-3-5-vision-instruct-dcvov.eastus2.models.ai.azure.com",
|
|
)
|
|
|
|
with patch.object(
|
|
client.chat.completions.with_raw_response, "create"
|
|
) as mock_client:
|
|
try:
|
|
await litellm.acompletion(
|
|
model="azure_ai/Phi-3-5-vision-instruct-dcvov",
|
|
api_base="https://Phi-3-5-vision-instruct-dcvov.eastus2.models.ai.azure.com",
|
|
messages=[
|
|
{
|
|
"role": "user",
|
|
"content": [
|
|
{
|
|
"type": "text",
|
|
"text": "What is in this image?",
|
|
},
|
|
{
|
|
"type": "image_url",
|
|
"image_url": {
|
|
"url": "https://litellm-listing.s3.amazonaws.com/litellm_logo.png"
|
|
},
|
|
},
|
|
],
|
|
},
|
|
],
|
|
api_key="fake-api-key",
|
|
client=client,
|
|
)
|
|
except Exception as e:
|
|
traceback.print_exc()
|
|
print(f"Error: {e}")
|
|
|
|
# Verify the request was made
|
|
mock_client.assert_called_once()
|
|
|
|
# Check the request body
|
|
request_body = mock_client.call_args.kwargs
|
|
assert request_body["model"] == "Phi-3-5-vision-instruct-dcvov"
|
|
assert request_body["messages"] == [
|
|
{
|
|
"role": "user",
|
|
"content": [
|
|
{"type": "text", "text": "What is in this image?"},
|
|
{
|
|
"type": "image_url",
|
|
"image_url": {
|
|
"url": "https://litellm-listing.s3.amazonaws.com/litellm_logo.png"
|
|
},
|
|
},
|
|
],
|
|
}
|
|
]
|