(feat) new function_to_dict litellm.util

This commit is contained in:
ishaan-jaff 2023-10-14 18:26:15 -07:00
parent 02e97acefa
commit 7848f1b5b7
3 changed files with 169 additions and 3 deletions

View file

@ -10,7 +10,7 @@ sys.path.insert(
) # Adds the parent directory to the system path
import pytest
import litellm
from litellm.utils import trim_messages, get_token_count, get_valid_models, check_valid_key, validate_environment
from litellm.utils import trim_messages, get_token_count, get_valid_models, check_valid_key, validate_environment, function_to_dict
# Assuming your trim_messages, shorten_message_to_fit_limit, and get_token_count functions are all in a module named 'message_utils'
@ -101,4 +101,55 @@ def test_validate_environment_empty_model():
if api_key is None:
raise Exception()
# test_validate_environment_empty_model()
# test_validate_environment_empty_model()
def test_function_to_dict():
print("testing function to dict for get current weather")
def get_current_weather(location: str, unit: str):
"""Get the current weather in a given location
Parameters
----------
location : str
The city and state, e.g. San Francisco, CA
unit : {'celsius', 'fahrenheit'}
Temperature unit
Returns
-------
str
a sentence indicating the weather
"""
if location == "Boston, MA":
return "The weather is 12F"
function_json = litellm.utils.function_to_dict(get_current_weather)
print(function_json)
expected_output = {
'name': 'get_current_weather',
'description': 'Get the current weather in a given location',
'parameters': {
'type': 'object',
'properties': {
'location': {'type': 'string', 'description': 'The city and state, e.g. San Francisco, CA'},
'unit': {'type': 'string', 'description': 'Temperature unit', 'enum': "['fahrenheit', 'celsius']"}
},
'required': ['location', 'unit']
}
}
print(expected_output)
assert function_json['name'] == expected_output["name"]
assert function_json["description"] == expected_output["description"]
assert function_json["parameters"]["type"] == expected_output["parameters"]["type"]
assert function_json["parameters"]["properties"]["location"] == expected_output["parameters"]["properties"]["location"]
# the enum can change it can be - which is why we don't assert on unit
# {'type': 'string', 'description': 'Temperature unit', 'enum': "['fahrenheit', 'celsius']"}
# {'type': 'string', 'description': 'Temperature unit', 'enum': "['celsius', 'fahrenheit']"}
assert function_json["parameters"]["required"] == expected_output["parameters"]["required"]
print("passed")
# test_function_to_dict()