DynamicAbstractionSystem/config/simulation_config.py
Samuel Bargallo 9b009ef593
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Build Simulation and Test / Run All Tests (push) Failing after 14m52s
Added early stopping to the headless simulation.
2025-11-11 19:47:02 +00:00

121 lines
3.5 KiB
Python

"""Simulation configuration classes for different modes."""
from dataclasses import dataclass, field
from typing import List, Optional, Dict, Any
@dataclass
class EntityConfig:
"""Configuration for entity hyperparameters."""
# Global entity settings (apply to all entity types unless overridden)
max_acceleration: float = 0.125
max_angular_acceleration: float = 0.25
max_velocity: float = 1.0
max_rotational_velocity: float = 3.0
# Entity type specific configs (all entity parameters should be defined here)
entity_types: Dict[str, Dict[str, Any]] = field(default_factory=lambda: {
"default_cell": {
"reproduction_energy": 1700,
"starting_energy": 1000,
"interaction_radius": 50,
"drag_coefficient": 0.02,
"energy_cost_base": 1.5,
"neural_network_complexity_cost": 0.08,
"movement_cost": 0.25,
"food_energy_value": 140,
"max_visual_width": 10,
"reproduction_count": 2,
"mutation_rate": 0.05,
"offspring_offset_range": 10
}
})
@dataclass
class SimulationConfig:
"""Configuration for simulation setup."""
grid_width: int = 50
grid_height: int = 50
cell_size: int = 20
initial_cells: int = 50
initial_food: int = 500
food_spawning: bool = True
random_seed: int = 0
default_tps: float = 40.0
entities: EntityConfig = field(default_factory=EntityConfig)
@dataclass
class OutputConfig:
"""Configuration for data output."""
enabled: bool = True
directory: str = "simulation_output"
formats: List[str] = field(default_factory=lambda: ['json'])
collect_metrics: bool = False
collect_entities: bool = False
collect_evolution: bool = False
metrics_interval: int = 100
entities_interval: int = 1000
evolution_interval: int = 1000
real_time: bool = False
@dataclass
class HeadlessConfig:
"""Configuration for headless simulation mode."""
# Simulation settings
max_ticks: Optional[int] = None
max_duration: Optional[float] = None # seconds
early_stop: bool = False # Stop when 0 cells remaining
# Output settings
output: OutputConfig = field(default_factory=OutputConfig)
# Simulation core config
simulation: SimulationConfig = field(default_factory=SimulationConfig)
@dataclass
class InteractiveConfig:
"""Configuration for interactive simulation mode with UI."""
# Window settings
window_width: int = 0 # 0 = auto-detect
window_height: int = 0 # 0 = auto-detect
vsync: bool = True
resizable: bool = True
# UI settings
show_grid: bool = True
show_interaction_radius: bool = False
show_legend: bool = True
control_bar_height: int = 48
inspector_width: int = 260
properties_width: int = 320
console_height: int = 120
# Simulation core config
simulation: SimulationConfig = field(default_factory=lambda: SimulationConfig(initial_cells=350))
@dataclass
class ExperimentConfig:
"""Configuration for automated experiments."""
name: str = "experiment"
description: str = ""
# Multiple runs
runs: int = 1
run_duration: Optional[float] = None # seconds per run
run_ticks: Optional[int] = None # ticks per run
# Variables to test (for parameter sweeps)
variables: dict = field(default_factory=dict)
# Base configuration
base_config: HeadlessConfig = field(default_factory=HeadlessConfig)
# Output aggregation
aggregate_results: bool = True
aggregate_format: str = "csv"