feat(utils, ai): set AI paths in Config

src/ai/io.py

@@ -2,14 +2,14 @@ import pickle
 from pathlib import Path
 
 import neat
-from utils import BASE_PATH
+from utils import CONFIG
 
 
 def load_genome() -> neat.DefaultGenome:
-    with open(BASE_PATH / "winner.pkl", "rb") as f:
+    with open(CONFIG.ai.winner_path, "rb") as f:
         return pickle.load(f)
 
 
 def save_genome(genome: neat.DefaultGenome) -> None:
-    with open(BASE_PATH / "winner.pkl", "wb") as f:
+    with open(CONFIG.ai.winner_path, "wb") as f:
         pickle.dump(genome, f)

src/ai/training.py

@@ -3,7 +3,7 @@ import time
 import neat
 import pygame
 from game import Main
-from utils import BASE_PATH
+from utils import BASE_PATH, CONFIG
 
 from .config import get_config
 from .evaluations import eval_genome
@@ -12,19 +12,19 @@ from .log import log
 from .visualize import plot_progress, plot_species, plot_stats
 
 
-def train(gen_count: int, parallel: int = 1) -> None:
+def train(
+    gen_count: int = CONFIG.ai.generations, parallel: int = CONFIG.ai.parallels
+) -> None:
     """
     Train the AI
     Args:
-        gen_count: Number of generations to train.
+        gen_count: Number of generations to train (default is 200).
         threads: Number of threads to use (default is 1).
     """
     config = get_config()
-    chekpoint_path = BASE_PATH / "checkpoints"
-    plots_path = BASE_PATH / "plots"
 
     # population = neat.Checkpointer().restore_checkpoint(
-    #     BASE_PATH / "checkpoints" / "neat-checkpoint-199"
+    #     CONFIG.ai.checkpoint_path / "neat-checkpoint-199"
     # )
     population = neat.Population(config)
     population.add_reporter(neat.StdOutReporter(True))
@@ -39,9 +39,9 @@ def train(gen_count: int, parallel: int = 1) -> None:
         stats,
         ylog=False,
         view=False,
-        filename=plots_path / "avg_fitness.png",
+        filename=CONFIG.ai.plot_path / "avg_fitness.png",
     )
-    plot_species(stats, view=False, filename=plots_path / "speciation.png")
+    plot_species(stats, view=False, filename=CONFIG.ai.plot_path / "speciation.png")
 
     log.info("Saving best genome")
     save_genome(winner)

src/utils/config.py

@@ -58,6 +58,15 @@ class Music:
     volume: float = 0.01
 
 
+@define
+class AI:
+    generations: int = 200
+    parallels: int = 1
+    winner_path: Path = BASE_PATH / "winner"
+    plot_path: Path = BASE_PATH / "plots"
+    checkpoint_path: Path = BASE_PATH / "checkpoints"
+
+
 @define
 class Config:
     log_level: str = "warning"
@@ -68,6 +77,7 @@ class Config:
     font: Font = Font()
     music: Music = Music()
     colors = TokyoNightNight()
+    ai = AI()
     fps: int = 60