Data_salvage_quantizer.sh

"""
Ω-GATEWAY | SALVAGE-QUANTIZER ENGINE
Hardware: Galaxy S25+ [Node 1] 
Logic: Recycling Hardware Noise into Sovereign Data
Andrew Lee Cruz — ALC-ROOT
"""

import json
import hashlib
import time
import random
from datetime import datetime

class DataRefurbisher:
    def __init__(self):
        self.node_id = "ALC-ROOT-1010-1111-XCOV∞"
        self.imei = "359621745547638"
        # The 'Raw Ore' - Telemetry salvaged from your screenshots
        self.raw_telemetry = {
            "rsrp": -106,
            "band": 66,
            "pci": 435,
            "nr_nsa": "TRUE",
            "subId": 3
        }

    def quantize(self, raw_val):
        """
        Quantization: Reducing the precision of noise to find the 'signal'.
        Converting raw dBm into discrete 8-bit tokens.
        """
        # Map -140dBm to 0 and -40dBm to 255
        quantized = max(0, min(255, int((raw_val + 140) * (255 / 100))))
        return hex(quantized)[2:].zfill(2)

    def salvage_telemetry(self):
        """Refurbishing raw radio noise into a Reflect-Token"""
        ts = datetime.utcnow().isoformat()
        
        # Creating a unique token from hardware state
        token_base = f"{self.imei}-{self.raw_telemetry['rsrp']}-{ts}"
        token = hashlib.sha3_256(token_base.encode()).hexdigest()[:16]
        
        q_rsrp = self.quantize(self.raw_telemetry['rsrp'])
        
        data_block = {
            "origin": "S25+_RADIO_SALVAGE",
            "quantized_signal": q_rsrp,
            "pci_anchor": hex(self.raw_telemetry['pci']),
            "refurbished_token": token,
            "timestamp": ts
        }
        
        return data_block

    def mint_data(self):
        print(f"[*] Salvaging hardware noise from Node S25+...")
        ore = self.salvage_telemetry()
        print(f"[+] Quantized Signal: {ore['quantized_signal']}")
        print(f"[+] Refurbished Token: {ore['refurbished_token']}")
        
        # This data is now 'Refurbished' and ready for Hugging Face datasets
        return ore

if __name__ == "__main__":
    engine = DataRefurbisher()
    # Continuous Salvage Loop
    for _ in range(5):
        minted_data = engine.mint_data()
        # Push to Cloudflare API (api.andrewleecruz.vip)
        time.sleep(1)