import time
from collections import deque
import warnings
import gym


class RecordEpisodeStatistics(gym.Wrapper):
    def __init__(self, env, deque_size=100):
        super(RecordEpisodeStatistics, self).__init__(env)
        self.t0 = (
            time.time()
        )  # TODO: use perf_counter when gym removes Python 2 support
        self.episode_return = 0.0
        self.episode_length = 0
        self.return_queue = deque(maxlen=deque_size)
        self.length_queue = deque(maxlen=deque_size)
        warnings.warn("Gym\'s internal preprocessing wrappers are now deprecated. While they will continue to work for the foreseeable future, we strongly recommend using SuperSuit instead: https://github.com/PettingZoo-Team/SuperSuit")

    def reset(self, **kwargs):
        observation = super(RecordEpisodeStatistics, self).reset(**kwargs)
        self.episode_return = 0.0
        self.episode_length = 0
        return observation

    def step(self, action):
        observation, reward, done, info = super(RecordEpisodeStatistics, self).step(
            action
        )
        self.episode_return += reward
        self.episode_length += 1
        if done:
            info["episode"] = {
                "r": self.episode_return,
                "l": self.episode_length,
                "t": round(time.time() - self.t0, 6),
            }
            self.return_queue.append(self.episode_return)
            self.length_queue.append(self.episode_length)
            self.episode_return = 0.0
            self.episode_length = 0
        return observation, reward, done, info