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

79 lines
2.6 KiB
Python

#!/usr/bin/env python3
"""
CMYK Frequency Audit: Testing the Color Problem
RGFlow on Chromodynamic Frequency Packets.
"""
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_cmyk_audit():
print("--- CMYK FREQUENCY INFORMATIC AUDIT ---")
# 1. Formal CMYK Constants (from lean)
base_freqs = {"C": 600, "M": 1200, "Y": 1800, "K": 2400}
delta_freq = 20
def generate_packet(nibbles, jitter=0):
# nibbles: list of 4 values [0-15]
packet = []
for i, (ch, base) in enumerate(base_freqs.items()):
packet.append(base + delta_freq * nibbles[i] + jitter)
return np.array(packet)
detector = BlindDetector()
# 2. Test Cases
test_cases = [
("LAWFUL (Pure)", [1, 10, 3, 15], 0),
("LAWFUL (Pure 2)", [8, 8, 8, 8], 0),
("SABOTAGED (Jitter +5)", [1, 10, 3, 15], 5),
("SABOTAGED (Noise)", [1, 10, 3, 15], 17),
]
for label, nibbles, jitter in test_cases:
packet = generate_packet(nibbles, jitter)
print(f"\nAuditing {label}: {packet}")
# Mapping Frequency to Informatic State
# We look for the "Resonance" at 20Hz increments
# Jitter breaks the resonance.
# 1. Mutation (mu): distance from lawful bins
offsets = [(f - base_freqs[ch]) % delta_freq for f, ch in zip(packet, base_freqs.keys())]
error = np.mean(offsets)
mu_q = (error / delta_freq) * 1.5
# 2. Sigma (Connectance): Inverse of Error
sigma_q = 2.0 - mu_q
state = detector.calculate_window_state('ACGT'*100) # Template
state.sigma_q = float(sigma_q)
state.mu_q = float(mu_q)
(lawful_now, lawful_under_flow, _, _, _, _, _, depth, _, _) = \
detector.adaptation_eq.evaluate_state(state)
print(f" Informatic Sigma: {sigma_q:.4f}")
print(f" Manifold Depth: {depth}/10")
if lawful_under_flow and depth >= 10:
print(f" [+] RESULT: LAWFUL CHROMODYNAMICS")
else:
print(f" [!] RESULT: CHROMATIC SABOTAGE DETECTED")
print("\n--- AUDIT COMPLETE ---")
if __name__ == "__main__":
run_cmyk_audit()