add better testing

litellm/tests/test_bad_params.py

@@ -24,9 +24,12 @@ set_verbose(True)
 user_message = "Hello, how are you?"
 messages = [{ "content": user_message,"role": "user"}]
 model_val = "krrish is a model"
-# # test on empty
+
-# try:
+
-#     response = completion(model=model_val, messages=messages)
+def test_completion_with_empty_model():
-# except Exception as e:
+    # test on empty
-#     print(f"error occurred: {e}") 
+    try:
-#     pass
+        response = completion(model=model_val, messages=messages)
+    except Exception as e:
+        print(f"error occurred: {e}") 
+        pass

litellm/tests/test_client.py

@@ -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 
+def test_completion_openai():
-try:
+    try:
         response = completion(model="gpt-3.5-turbo", messages=messages, logger_fn=logger_fn)
-except:
+        # Add any assertions here to check the response
-    print(f"error occurred: {traceback.format_exc()}") 
+    except Exception as e:
-    pass
+        pytest.fail(f"Error occurred: {e}")
 
-# test on non-openai completion call 
+def test_completion_non_openai():
-try:
+    try:
         response = completion(model="claude-instant-1", messages=messages, logger_fn=logger_fn)
-except:
+        # Add any assertions here to check the response
-    print(f"error occurred: {traceback.format_exc()}") 
+    except Exception as e:
-    pass
+        pytest.fail(f"Error occurred: {e}")
 
-# test on openai embedding call 
+def test_embedding_openai():
-try: 
+    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:
+    except Exception as e:
-    traceback.print_exc()
+        pytest.fail(f"Error occurred: {e}")
 
-# test on bad azure openai embedding call -> missing azure flag and this isn't an embedding model
+def test_bad_azure_embedding():
-try: 
+    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:
+    except Exception as e:
-    traceback.print_exc()
+        pass
-
+def test_good_azure_embedding():
-# test on good azure openai embedding call 
+    try:
-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:
+    except Exception as e:
-    traceback.print_exc()
+        pytest.fail(f"Error occurred: {e}")

litellm/tests/test_completion.py

@@ -1,6 +1,7 @@
 import sys, os
 import traceback
 sys.path.insert(0, os.path.abspath('../..'))  # Adds the parent directory to the system path
+import pytest
 import litellm
 from litellm import embedding, completion
 
@@ -9,57 +10,40 @@ litellm.set_verbose = True
 user_message = "Hello, whats the weather in San Francisco??"
 messages = [{ "content": user_message,"role": "user"}]
 
-
+def test_completion_openai():
-################# Test 3 #################
+    try:
-# test on Azure Openai Completion Call 
-try:
-    response = completion(model="chatgpt-test", messages=messages, azure=True)
-    print(response)
-except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
-    raise e
-
-################# Test 1 #################
-# test on openai completion call, with model and messages
-try:
         response = completion(model="gpt-3.5-turbo", messages=messages)
+        # Add any assertions here to check the response
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e
 
-################# Test 1.1 #################
+def test_completion_openai_with_optional_params():
-# test on openai completion call, with model and messages, optional params
+    try:
-try:
         response = completion(model="gpt-3.5-turbo", messages=messages, temperature=0.5, top_p=0.1, user="ishaan_dev@berri.ai")
+        # Add any assertions here to check the response
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e
 
-################# Test 1.2 #################
+def test_completion_openai_with_more_optional_params():
-# test on openai completion call, with model and messages, optional params
+    try:
-try:
+        response = completion(model="gpt-3.5-turbo", messages=messages, temperature=0.5, top_p=0.1, n=2, max_tokens=150, presence_penalty=0.5, frequency_penalty=-0.5, logit_bias={123: 5}, user="ishaan_dev@berri.ai")
-    response = completion(model="gpt-3.5-turbo", messages=messages, temperature=0.5, top_p=0.1, n=2, max_tokens=150, presence_penalty=0.5, frequency_penalty=-0.5, logit_bias={123:5}, user="ishaan_dev@berri.ai")
+        # Add any assertions here to check the response
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e
 
-
+def test_completion_openai_with_stream():
-
+    try:
-################# Test 1.3 #################
+        response = completion(model="gpt-3.5-turbo", messages=messages, temperature=0.5, top_p=0.1, n=2, max_tokens=150, presence_penalty=0.5, stream=True, frequency_penalty=-0.5, logit_bias={27000: 5}, user="ishaan_dev@berri.ai")
-# Test with Stream = True
+        # Add any assertions here to check the response
-try:
-    response = completion(model="gpt-3.5-turbo", messages=messages, temperature=0.5, top_p=0.1, n=2, max_tokens=150, presence_penalty=0.5, stream=True, frequency_penalty=-0.5, logit_bias={27000:5}, user="ishaan_dev@berri.ai")
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e
 
-################# Test 2 #################
+def test_completion_openai_with_functions():
-# test on openai completion call, with functions
+    function1 = [
-function1 = [
         {
             "name": "get_current_weather",
             "description": "Get the current weather in a given location",
@@ -79,42 +63,42 @@ function1 = [
             }
         }
     ]
-user_message = "Hello, whats the weather in San Francisco??"
+    try:
-messages = [{ "content": user_message,"role": "user"}]
-try:
         response = completion(model="gpt-3.5-turbo", messages=messages, functions=function1)
+        # Add any assertions here to check the response
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e
 
+def test_completion_azure():
+    try:
+        response = completion(model="chatgpt-test", messages=messages, azure=True)
+        # Add any assertions here to check the response
+        print(response)
+    except Exception as e:
+        pytest.fail(f"Error occurred: {e}")
 
-
+def test_completion_claude():
-
+    try:
-################# Test 4 #################
-# test on Claude Completion Call 
-try:
         response = completion(model="claude-instant-1", messages=messages)
+        # Add any assertions here to check the response
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e
 
-################# Test 5 #################
+def test_completion_cohere():
-# test on Cohere Completion Call 
+    try:
-try:
         response = completion(model="command-nightly", messages=messages, max_tokens=500)
+        # Add any assertions here to check the response
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e
 
-################# Test 6 #################
+def test_completion_replicate_llama():
-# test on Replicate llama2 Completion Call 
-try:
     model_name = "replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1"
+    try:
         response = completion(model=model_name, messages=messages, max_tokens=500)
+        # Add any assertions here to check the response
         print(response)
-except Exception as e:
+    except Exception as e:
-    print(f"error occurred: {traceback.format_exc()}") 
+        pytest.fail(f"Error occurred: {e}")
-    raise e

requirements.txt

@@ -4,5 +4,6 @@ func_timeout
 anthropic
 replicate
 pytest
+pytest
 python-dotenv
 openai[datalib]