def _get_function_parameters()

in google_cloud_automlops/orchestration/base.py [0:0]

• 18 lines of code
• 4 McCabe index (conditional complexity)

    def _get_function_parameters(self) -> list:
        """Returns a formatted list of parameters.

        Returns:
            list: Params list with types converted to kubeflow spec.

        Raises:
            Exception: Parameter type hints are not provided.
        """
        # Extract function parameter names and their descriptions from the function's docstring
        signature = inspect.signature(self.func)
        parameters = list(signature.parameters.values())
        parsed_docstring = docstring_parser.parse(inspect.getdoc(self.func))
        doc_dict = {p.arg_name: p.description for p in parsed_docstring.params}

        # Extract parameter metadata
        parameter_holder = []
        for param in parameters:
            metadata = {}
            metadata['name'] = param.name
            metadata['description'] = doc_dict.get(param.name)
            metadata['type'] = self.maybe_strip_optional_from_annotation(
                param.annotation)
            parameter_holder.append(metadata)
            # pylint: disable=protected-access
            if metadata['type'] == inspect._empty:
                raise TypeError(
                    f'''Missing type hint for parameter "{metadata['name']}". '''
                    f'''Please specify the type for this parameter.''')
        return parameter_holder