import os
from time import sleep

try:
    from together import Together
except ImportError as e:
    pass

from lcb_runner.runner.base_runner import BaseRunner

class TogetherAIRunner(BaseRunner):
    client = Together(api_key=os.getenv("TOGETHER_API_KEY"))

    def __init__(self, args, model):
        super().__init__(args, model)
        self.client_kwargs: dict[str | str] = {
            "model": args.model,
            "temperature": args.temperature,
            "max_tokens": args.max_tokens,
            "top_p": args.top_p,
            "frequency_penalty": 0,
            "presence_penalty": 0,
            "n": 1,
        }

    def _run_single(self, prompt: tuple[dict[str,str], str]) -> list[str]:

        def __run_single(counter):
            try:
                response = self.client.chat.completions.create(
                    messages=prompt,
                    **self.client_kwargs,
                )
                content = response.choices[0].message.content
                return content
            except Exception as e:
                print("Exception: ", repr(e), "Sleeping for 20 seconds...")
                sleep(20 * (11 - counter))
                counter = counter - 1
                if counter == 0:
                    print(f"Failed to run model for {prompt}!")
                    print("Exception: ", repr(e))
                    raise e
                return __run_single(counter)
            
        outputs = []
        try:
            for _ in range(self.args.n):
                outputs.append(__run_single(10))
        except Exception as e:
            raise e

        return outputs