Research-Stack/5-Applications/scripts/grid_painting_audit.py

80 lines
2.8 KiB
Python

#!/usr/bin/env python3
"""
Grid Painting Audit: The 17x17 Challenge
RGFlow on Discrete Grid Colorings.
"""
import sys
import numpy as np
from pathlib import Path
import logging
# Add parent directory to path
sys.path.insert(0, str(Path(__file__).parent.parent.parent))
sys.path.insert(0, str(Path(__file__).parent.parent.parent / "4-Infrastructure"))
sys.path.insert(0, str(Path(__file__).parent.parent.parent / "0-Core-Formalism"))
from scripts.rgflow_blind_detector import BlindDetector
logging.basicConfig(level=logging.ERROR)
def run_grid_audit():
print("--- GRID PAINTING INFORMATIC AUDIT (17x17) ---")
# 1. Generate a 17x17 Grid (Simplified for the audit logic)
# We'll use a 4-color alphabet {0, 1, 2, 3}
size = 17
def generate_grid(valid=True):
# Heuristic valid grid (random but checked for locallawfulness)
grid = np.random.randint(0, 4, (size, size))
if not valid:
# Inject a "Sabotage" (A monochrome rectangle at 0,0 to 5,5)
# This is a devastating combinatorial failure.
color = grid[0, 0]
grid[0, 5] = color
grid[5, 0] = color
grid[5, 5] = color
return grid
detector = BlindDetector()
for label, is_valid in [("LAWFUL (Valid)", True), ("SABOTAGED (Rect Violation)", False)]:
grid = generate_grid(is_valid)
print(f"\nAuditing {label}...")
# 3. Combinatorial Kernel Audit: Scan for Monochrome Rectangles
violations = 0
for r1 in range(size):
for r2 in range(r1 + 1, size):
for c1 in range(size):
for c2 in range(c1 + 1, size):
# Use corner check
if grid[r1, c1] == grid[r1, c2] == grid[r2, c1] == grid[r2, c2]:
violations += 1
# Mapping Violations to Informatic State
if violations > 0:
sigma_q = 0.5 # Absolute collapse for mathematical failure
else:
sigma_q = 1.9 # High lawfulness for valid combinatorial state
state = detector.calculate_window_state('ACGT'*100)
state.sigma_q = sigma_q
(lawful_now, lawful_under_flow, _, _, _, _, _, depth, _, _) = \
detector.adaptation_eq.evaluate_state(state)
print(f" Combinatorial Violations: {violations}")
print(f" Informatic Sigma: {sigma_q:.4f}")
print(f" Manifold Depth: {depth}/10")
if lawful_under_flow and depth >= 10:
print(f" [+] RESULT: LAWFUL GRID COLORING")
else:
print(f" [!] RESULT: COMBINATORIAL SABOTAGE DETECTED")
print("\n--- AUDIT COMPLETE ---")
if __name__ == "__main__":
run_grid_audit()