# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.

import asyncio

import fire
import httpx
from termcolor import cprint

from .evals import *  # noqa: F403


class EvaluationClient(Evals):
    def __init__(self, base_url: str):
        self.base_url = base_url

    async def initialize(self) -> None:
        pass

    async def shutdown(self) -> None:
        pass

    async def run_evals(self, model: str, dataset: str, task: str) -> EvaluateResponse:
        async with httpx.AsyncClient() as client:
            response = await client.post(
                f"{self.base_url}/evals/run",
                json={
                    "model": model,
                    "dataset": dataset,
                    "task": task,
                },
                headers={"Content-Type": "application/json"},
            )
            response.raise_for_status()
            return EvaluateResponse(**response.json())


async def run_main(host: str, port: int):
    client = EvaluationClient(f"http://{host}:{port}")

    response = await client.run_evals(
        "Llama3.1-8B-Instruct",
        "mmlu.csv",
        "mmlu",
    )
    cprint(f"evaluate response={response}", "green")


def main(host: str, port: int):
    asyncio.run(run_main(host, port))


if __name__ == "__main__":
    fire.Fire(main)