139 lines
4.8 KiB
Python
139 lines
4.8 KiB
Python
import sys
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import numpy as np
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import torch
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import pygame
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from configs.system.window_config import WIDTH, HEIGHT, WATER_COLOR, FPS
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from level.level import Level
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class Game:
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def __init__(self):
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pygame.init()
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self.screen = pygame.display.set_mode(
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(WIDTH, HEIGHT))
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pygame.display.set_caption('Pneuma')
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self.clock = pygame.time.Clock()
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self.level = Level()
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# Sound
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main_sound = pygame.mixer.Sound('../assets/audio/main.ogg')
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main_sound.set_volume(0.4)
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main_sound.play(loops=-1)
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def extract_features(self):
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self.features = []
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for i, player in enumerate(self.level.player_sprites):
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player_features = {
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"player_position": player.rect.center,
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"player role": player.stats.role_id,
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"player_health": player.stats.health,
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"player_energy": player.stats.energy,
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"player_attack": player.stats.attack,
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"player_magic": player.stats.magic,
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"player_speed": player.stats.speed,
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"player_exp": player.stats.exp,
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"player_vulnerable": int(player._input.combat.vulnerable),
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"player_can_move": int(player._input.can_move),
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"player_attacking": int(player._input.attacking),
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"player_can_rotate_weapon": int(player._input.can_rotate_weapon),
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"playercan_swap_magic": int(player._input.can_swap_magic)
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}
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distances_directions = []
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for distance, direction, enemy in player.distance_direction_from_enemy:
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distances_directions.append({
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"enemy_id": enemy.stats.monster_id,
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"enemy_status": 0 if enemy.animation.status == "idle" else (1 if enemy.animation.status == "move" else 2),
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"enemy_health": enemy.stats.health,
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"enemy_attack": enemy.stats.attack,
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"enemy_speed": enemy.stats.speed,
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"enemy_attack_radius": enemy.stats.attack_radius,
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"enemy_notice_radius": enemy.stats.notice_radius,
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"enemy_exp": enemy.stats.exp,
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"enemy_distance": distance,
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"enemy_direction": direction
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})
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player_features["enemies"] = distances_directions
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self.features.append(player_features)
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def convert_features_to_tensor(self):
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self.tensors = []
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for player_features in self.features:
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info_array = []
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# Adding player features to tensor
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player_info = [
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player_features['player_position'][0],
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player_features['player_position'][1],
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player_features['player role'],
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player_features['player_health'],
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player_features['player_energy'],
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player_features['player_attack'],
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player_features['player_magic'],
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player_features['player_speed'],
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player_features['player_exp'],
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player_features['player_vulnerable'],
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player_features['player_can_move'],
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player_features['player_attacking'],
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player_features['player_can_rotate_weapon'],
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player_features['playercan_swap_magic'],
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]
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info_array.extend(player_info)
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for enemy in player_features['enemies']:
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enemy_info = [
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enemy['enemy_id'],
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enemy['enemy_status'],
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enemy['enemy_health'],
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enemy['enemy_attack'],
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enemy['enemy_speed'],
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enemy['enemy_attack_radius'],
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enemy['enemy_notice_radius'],
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enemy['enemy_exp'],
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enemy['enemy_distance'],
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enemy['enemy_direction'][0],
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enemy['enemy_direction'][1]
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]
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info_array.extend(enemy_info)
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player_tensor = torch.tensor(
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np.array(info_array, dtype=np.float32))
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self.tensors.append(player_tensor)
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def run(self):
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for event in pygame.event.get():
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if event.type == pygame.QUIT:
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pygame.quit()
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sys.exit()
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if event.type == pygame.KEYDOWN:
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if event.key == pygame.K_m:
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self.level.toggle_menu()
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self.screen.fill(WATER_COLOR)
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self.extract_features()
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self.convert_features_to_tensor()
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self.level.run('observer')
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pygame.display.update()
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self.clock.tick(FPS)
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if __name__ == '__main__':
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game = Game()
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for _ in range(0, 10000):
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game.run()
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game.extract_features()
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game.convert_features_to_tensor()
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