def get_prompt()

in lm_eval/prompts/__init__.py [0:0]

• 44 lines of code
• 9 McCabe index (conditional complexity)

def get_prompt(prompt_id: str, dataset_name: str = None, subset_name: str = None):
    # unpack prompt name
    category_name, prompt_name = prompt_id.split(":")
    if subset_name is None:
        dataset_full_name = dataset_name
    else:
        dataset_full_name = f"{dataset_name}-{subset_name}"
    eval_logger.info(f"Loading prompt from {category_name} for {dataset_full_name}")
    if category_name == "promptsource":
        try:
            from promptsource.templates import DatasetTemplates
        except ModuleNotFoundError:
            raise Exception(
                "Tried to load a Promptsource template, but promptsource is not installed ",
                "please install promptsource via pip install lm-eval[promptsource] or pip install -e .[promptsource]",
            )
        try:
            if subset_name is None:
                prompts = DatasetTemplates(dataset_name=dataset_name)
            else:
                prompts = DatasetTemplates(
                    dataset_name=dataset_name, subset_name=subset_name
                )
        except Exception:
            raise ValueError(f"{dataset_name} and {subset_name} not found")
        if prompt_name in prompts.all_template_names:
            return prompts[prompt_name]
        else:
            raise ValueError(
                f"{prompt_name} not in prompt list {prompts.all_template_names}"
            )
    elif ".yaml" in category_name:
        import yaml

        with open(category_name, "rb") as file:
            prompt_yaml_file = yaml.full_load(file)

        prompt_string = prompt_yaml_file["prompts"][prompt_name]
        return PromptString(prompt_string)
    else:
        try:
            return PROMPT_REGISTRY[category_name][prompt_name]
        except Exception:
            raise ValueError(
                f"expected only a single `:` as separator between \
                prompt category and name, but got `{prompt_id}` instead"
            )