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add better testing

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This commit is contained in:
ishaan-jaff 2023-07-31 18:36:38 -07:00
parent 557ba4b139
commit d4ffd11ad3
4 changed files with 129 additions and 137 deletions
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66
litellm/tests/test_client.py
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@ -3,6 +3,8 @@
import sys, os
import traceback
import pytest
sys.path.insert(0, os.path.abspath('../..')) # Adds the parent directory to the system path
import litellm
from litellm import embedding, completion
@ -19,37 +21,39 @@ def logger_fn(model_call_object: dict):
user_message = "Hello, how are you?"
messages = [{ "content": user_message,"role": "user"}]
# test on openai completion call
try:
response = completion(model="gpt-3.5-turbo", messages=messages, logger_fn=logger_fn)
except:
print(f"error occurred: {traceback.format_exc()}")
pass
def test_completion_openai():
try:
response = completion(model="gpt-3.5-turbo", messages=messages, logger_fn=logger_fn)
# Add any assertions here to check the response
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test on non-openai completion call
try:
response = completion(model="claude-instant-1", messages=messages, logger_fn=logger_fn)
except:
print(f"error occurred: {traceback.format_exc()}")
pass
def test_completion_non_openai():
try:
response = completion(model="claude-instant-1", messages=messages, logger_fn=logger_fn)
# Add any assertions here to check the response
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test on openai embedding call
try:
response = embedding(model='text-embedding-ada-002', input=[user_message], logger_fn=logger_fn)
print(f"response: {str(response)[:50]}")
except:
traceback.print_exc()
def test_embedding_openai():
try:
response = embedding(model='text-embedding-ada-002', input=[user_message], logger_fn=logger_fn)
# Add any assertions here to check the response
print(f"response: {str(response)[:50]}")
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test on bad azure openai embedding call -> missing azure flag and this isn't an embedding model
try:
response = embedding(model='chatgpt-test', input=[user_message], logger_fn=logger_fn)
print(f"response: {str(response)[:50]}")
except:
traceback.print_exc()
# test on good azure openai embedding call
try:
response = embedding(model='azure-embedding-model', input=[user_message], azure=True, logger_fn=logger_fn)
print(f"response: {str(response)[:50]}")
except:
traceback.print_exc()
def test_bad_azure_embedding():
try:
response = embedding(model='chatgpt-test', input=[user_message], logger_fn=logger_fn)
# Add any assertions here to check the response
print(f"response: {str(response)[:50]}")
except Exception as e:
pass
def test_good_azure_embedding():
try:
response = embedding(model='azure-embedding-model', input=[user_message], azure=True, logger_fn=logger_fn)
# Add any assertions here to check the response
print(f"response: {str(response)[:50]}")
except Exception as e:
pytest.fail(f"Error occurred: {e}")