Fix Issue #7616 with a simpler approach to extract function names (use
`__name__` attribute)

@hwchase17

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
pull/8135/head^2
Pierre Alexandre SCHEMBRI 1 year ago committed by GitHub
parent 797c9e92c8
commit 4a7ebb7184
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23

@ -1,7 +1,16 @@
"""Methods for creating chains that use OpenAI function-calling APIs."""
import inspect
import re
from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Type, Union
from typing import (
Any,
Callable,
Dict,
List,
Optional,
Sequence,
Tuple,
Type,
Union,
)
from pydantic import BaseModel
@ -25,8 +34,7 @@ PYTHON_TO_JSON_TYPES = {
def _get_python_function_name(function: Callable) -> str:
"""Get the name of a Python function."""
source = inspect.getsource(function)
return re.search(r"^def (.*)\(", source).groups()[0] # type: ignore
return function.__name__
def _parse_python_function_docstring(function: Callable) -> Tuple[str, dict]:
@ -94,10 +102,16 @@ def _get_python_function_required_args(function: Callable) -> List[str]:
spec = inspect.getfullargspec(function)
required = spec.args[: -len(spec.defaults)] if spec.defaults else spec.args
required += [k for k in spec.kwonlyargs if k not in (spec.kwonlydefaults or {})]
is_class = type(function) is type
if is_class and required[0] == "self":
required = required[1:]
return required
def convert_python_function_to_openai_function(function: Callable) -> Dict[str, Any]:
def convert_python_function_to_openai_function(
function: Callable,
) -> Dict[str, Any]:
"""Convert a Python function to an OpenAI function-calling API compatible dict.
Assumes the Python function has type hints and a docstring with a description. If

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