Research-Stack/5-Applications/tools-scripts/utils/solidified_poc.py

120 lines
5.5 KiB
Python

# ==============================================================================
# COPYRIGHT NO ONE EVERYWHERE LLC (WYOMING HOLDING COMPANY)
# PROJECT: SOVEREIGN STACK
# This artifact is entirely proprietary and cryptographically proven.
# Open-Source usage requires explicit permission from Brandon Scott Schneider.
# ==============================================================================
import math
import zlib
import struct
from usc_spectral_core import (
shannon_entropy, optimal_dimensions, eddington_utilization,
shannon_capacity, signal_band, landauer_cost,
)
# ── ZK-STARK activation (Razor/Blade model) ───────────────────────────────────
STARK_PROOF_EXPECTED = 0xA5A5A5A55A5A5A5A
ZK_IP_KEY = 0xD43B
class USCLiteSimulator:
def __init__(self):
self.unlocked = False
self.ip_constants = 0x0000
def verify_and_activate(self, proof):
if proof == STARK_PROOF_EXPECTED:
print(f"\n[CRYPTO] ZK-STARK Proof Verified: 0x{proof:016X}")
print("[SYSTEM] One-Time Activation. Unlocking Proprietary Sub-Register...")
self.unlocked = True
self.ip_constants = ZK_IP_KEY
return True
return False
def generate_packet(self, gic_val, temp_val, bits_per_channel: int):
"""
Packet generation at Shannon-optimal bit depth.
bits_per_channel is derived from signal entropy, not hardcoded.
"""
mask = (1 << bits_per_channel) - 1
shift = max(0, 16 - bits_per_channel)
if self.unlocked:
gic_q = (gic_val >> shift) & mask
tmp_q = (temp_val >> shift) & mask
payload = (gic_q << bits_per_channel) | tmp_q
return payload ^ (self.ip_constants & 0xFF), bits_per_channel * 2
return (gic_val >> 2) & 0xFF, 8
def run_sovereign_poc():
print("=" * 60)
print(" USC-LITE: SMART GRID MONITOR — SHANNON-EDDINGTON POC")
print("=" * 60)
# Simulating a Solar 48V Bus (values in 0.1 V increments, 60 Hz AC grid)
raw_data = [480, 481, 480, 430, 480, 481, 482, 481, 481, 480]
signal_hz = 60.0 # grid frequency
snr_db = 60.0 # typical 10-bit ADC SNR
snr_linear = 10 ** (snr_db / 10.0)
bandwidth_hz = signal_hz * 2 # Nyquist
# ── Spectral analysis ──────────────────────────────────────────────────
band, band_desc = signal_band(signal_hz)
H = shannon_entropy(raw_data) # bits/sample
H_total = H * len(raw_data) # total bits
capacity = shannon_capacity(bandwidth_hz, snr_linear)
N = optimal_dimensions(H_total, bandwidth_hz, snr_linear)
bits_per_ch = max(1, math.ceil(H)) # Landauer-optimal depth
print(f"[SPECTRAL] Band : {band}{band_desc}")
print(f"[SPECTRAL] H(X) : {H:.4f} bits/sample")
print(f"[SPECTRAL] Total entropy: {H_total:.2f} bits ({len(raw_data)} samples)")
print(f"[SPECTRAL] Shannon cap : {capacity:.2f} bits/s")
print(f"[SPECTRAL] Optimal dims : {N}")
print(f"[LANDAUER] Min energy : {landauer_cost(H_total):.3e} J")
print(f"[OPTIMAL] Bit depth : {bits_per_ch} bits/channel (ceil of H)")
print("-" * 60)
# ── Market baseline ────────────────────────────────────────────────────
packed = struct.pack('H' * len(raw_data), *raw_data)
market_bytes = len(zlib.compress(packed))
market_util = eddington_utilization(market_bytes * 8, capacity * len(raw_data))
print(f"[MARKET] Zlib size : {market_bytes} bytes (λ={market_util:.4f})")
print("-" * 60)
usc = USCLiteSimulator()
# ── Degraded (open) mode ───────────────────────────────────────────────
print("[INIT] Core in 'Degraded' (Open) mode — 8-bit raw...")
total_deg_bits = 0
for i in range(5):
packet, nbits = usc.generate_packet(raw_data[i], 200, 8)
total_deg_bits += nbits
print(f" Frame {i:02}: 0x{packet:02X} ({nbits} bits)")
# ── ZK-STARK activation ────────────────────────────────────────────────
usc.verify_and_activate(STARK_PROOF_EXPECTED)
# ── Licensed mode — entropy-optimal depth ─────────────────────────────
print(f"\n[PROD] Licensed mode — {bits_per_ch}-bit/channel (entropy floor)...")
total_lic_bits = 0
for i in range(5, 10):
packet, nbits = usc.generate_packet(raw_data[i], 200, bits_per_ch)
total_lic_bits += bits_per_ch
print(f" Frame {i:02}: 0x{packet:02X} ({bits_per_ch} bits — Landauer justified)")
lic_bytes = total_lic_bits / 8
lam = eddington_utilization(total_lic_bits, capacity * 5)
print("\n" + "=" * 60)
print(f" Degraded : {total_deg_bits/8:.1f} bytes")
print(f" Licensed : {lic_bytes:.2f} bytes")
print(f" Market : {market_bytes} bytes")
print(f" λ_Edd : {lam:.4f} (1.0 = Shannon limit)")
print(f" Basis : {N}-D soliton | {band} band | H={H:.4f} b/sample")
print("=" * 60)
if __name__ == "__main__":
run_sovereign_poc()