def select_top_prompts()

in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine/core_logic.py [0:0]

• 12 lines of code
• 1 McCabe index (conditional complexity)

    def select_top_prompts(self, prompt_score_list: List, top_n: int) -> List:
        """
        Sort prompts in prompt_score_list, based on its performance. And return max, top `top_n` prompts.

        :param prompt_score_list: List of (prompt string, score for that prompt string,
        set of examples given in context)
        :param top_n: Max number of prompts from the top of the list, that we need to return
        :return: List of top `top_n` prompts.
        """
        sorted_prompts = sorted(
            prompt_score_list,
            key=lambda x: [
                x[self.GetPromptScoreIndex.SCORE],
                len(x[self.GetPromptScoreIndex.PROMPT_STR]),
            ],
            reverse=True,
        )
        sorted_top_n_prompts = sorted_prompts[:top_n]
        self.logger.debug(f"Sorted top n prompts:  {sorted_top_n_prompts}")
        return sorted_top_n_prompts