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412 lines
16 KiB
Python
412 lines
16 KiB
Python
#!/usr/bin/env python3
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"""
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Unified Metaprobe Stack Collapse
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Collapses metaprobe functionality across all NES systems into one unified stack.
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Systems to integrate:
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1. NES GCL Square Wave Compression
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2. NES OISC GCL LUT Architecture (JTAG)
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3. Unified Shader GCL Audio Stack
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4. Unified Cartridge Controller Stack (1-Wire UART)
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5. Topological NanoKernel UART Stack
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6. NES Sound Line DSP Math
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Unified Metaprobe Protocol:
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- Single metaprobe engine that works across all systems
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- Lawful signal resonance checking
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- Structural coherence validation
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- Cross-system state tracking
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- Unified telemetry and audit
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The metaprobe stack collapses into a single substrate that:
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- Validates data across all channels (UART, JTAG, audio lines)
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- Checks resonance between cartridge CPU, nanokernel, and NES
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- Provides unified audit trail
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- Enables cross-system consensus
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"""
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import struct
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import hashlib
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import math
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from typing import List, Tuple, Dict, Optional
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from dataclasses import dataclass
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from enum import Enum
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# ═══════════════════════════════════════════════════════════════════════════
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# Unified Metaprobe Engine
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# Single metaprobe that works across all NES systems
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# ═══════════════════════════════════════════════════════════════════════════
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class MetaprobeChannel(Enum):
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"""Metaprobe channels across all systems"""
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UART_1WIRE = 0 # 1-Wire UART (cartridge-NES)
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JTAG_CONTROLLER = 1 # JTAG bitbanging (controller port)
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AUDIO_DSP = 2 # DSP math (sound lines)
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GCL_COMPRESSION = 3 # GCL compressed data
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CARTRIDGE_CPU = 4 # Cartridge SUBLEQ CPU
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NANOKERNEL = 5 # Nanokernel admission gate
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@dataclass
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class MetaprobeState:
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"""Metaprobe state for a channel"""
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channel: MetaprobeChannel
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resonance_score: float
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structural_coherence: float
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entropy: float
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lawful: bool
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timestamp: float
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def to_bytes(self) -> bytes:
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"""Serialize to bytes"""
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return struct.pack('<Bfffd',
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self.channel.value,
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self.resonance_score,
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self.structural_coherence,
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self.entropy,
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1 if self.lawful else 0,
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int(self.timestamp))
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class UnifiedMetaprobe:
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"""Unified metaprobe engine for all NES systems"""
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def __init__(self):
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self.states: Dict[MetaprobeChannel, List[MetaprobeState]] = {}
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self.threshold = 0.8
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self.audit_log: List[str] = []
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# Initialize state lists for each channel
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for channel in MetaprobeChannel:
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self.states[channel] = []
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def check_resonance(self, data: bytes, channel: MetaprobeChannel) -> float:
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"""
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Check Lawful signal resonance.
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Resonance measures how well the data aligns with expected patterns
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for the specific channel type.
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"""
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if not data:
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return 0.0
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# Channel-specific resonance checks
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if channel == MetaprobeChannel.UART_1WIRE:
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# UART: check for valid frame structure
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# Expect periodic patterns (start+8+stop)
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score = self._check_uart_resonance(data)
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elif channel == MetaprobeChannel.JTAG_CONTROLLER:
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# JTAG: check for valid TAP state transitions
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score = self._check_jtag_resonance(data)
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elif channel == MetaprobeChannel.AUDIO_DSP:
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# Audio DSP: check for valid audio signal patterns
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score = self._check_audio_resonance(data)
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elif channel == MetaprobeChannel.GCL_COMPRESSION:
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# GCL: check for valid GCL markers and patterns
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score = self._check_gcl_resonance(data)
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elif channel == MetaprobeChannel.CARTRIDGE_CPU:
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# Cartridge CPU: check for valid SUBLEQ patterns
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score = self._check_subleq_resonance(data)
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elif channel == MetaprobeChannel.NANOKERNEL:
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# Nanokernel: check for valid admission patterns
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score = self._check_nanokernel_resonance(data)
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else:
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score = 0.5 # Default neutral score
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return score
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def _check_uart_resonance(self, data: bytes) -> float:
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"""Check UART frame resonance"""
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if len(data) < 10:
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return 0.3
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# Check for start bit (0) and stop bit (1) patterns
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start_bits = sum(1 for i in range(0, len(data), 10) if i < len(data) and data[i] & 0x01 == 0)
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stop_bits = sum(1 for i in range(9, len(data), 10) if i < len(data) and data[i] & 0x01 == 1)
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expected_frames = len(data) // 10
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if expected_frames == 0:
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return 0.0
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return (start_bits + stop_bits) / (2 * expected_frames)
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def _check_jtag_resonance(self, data: bytes) -> float:
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"""Check JTAG TAP state resonance"""
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if len(data) < 6:
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return 0.3
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# Check for valid address patterns (little-endian addresses)
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valid_addresses = 0
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for i in range(0, len(data) - 5, 6):
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addr = data[i] | (data[i+1] << 8)
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if 0x0000 <= addr <= 0xFFFF:
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valid_addresses += 1
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return valid_addresses / (len(data) // 6) if len(data) >= 6 else 0.0
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def _check_audio_resonance(self, data: bytes) -> float:
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"""Check audio DSP resonance"""
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if len(data) < 3:
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return 0.3
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# Check for valid audio signal parameters
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# Frequency should be in reasonable range, amplitude 0-1
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valid_params = 0
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for i in range(0, len(data) - 2, 3):
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freq = data[i] | (data[i+1] << 8)
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amp = data[i+2] / 255.0
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if 100 <= freq <= 20000 and 0.0 <= amp <= 1.0:
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valid_params += 1
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return valid_params / (len(data) // 3) if len(data) >= 3 else 0.0
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def _check_gcl_resonance(self, data: bytes) -> float:
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"""Check GCL compression resonance"""
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if not data:
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return 0.0
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# Check for valid GCL markers
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valid_markers = sum(1 for b in data if b in [ord('D'), ord('F'), ord('P')])
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# Check for reasonable entropy
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entropy = self._calculate_entropy(data)
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entropy_score = 1.0 if 0.1 < entropy < 0.9 else 0.5
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return (valid_markers / len(data) + entropy_score) / 2
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def _check_subleq_resonance(self, data: bytes) -> float:
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"""Check SUBLEQ instruction resonance"""
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if len(data) < 6:
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return 0.3
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# Check for valid SUBLEQ instruction patterns
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valid_instructions = 0
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for i in range(0, len(data) - 5, 6):
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a = data[i] | (data[i+1] << 8)
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b = data[i+2] | (data[i+3] << 8)
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c = data[i+4] | (data[i+5] << 8)
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# Valid addresses and jump targets
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if 0x0000 <= a <= 0xFFFF and 0x0000 <= b <= 0xFFFF and 0x0000 <= c <= 0xFFFF:
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valid_instructions += 1
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return valid_instructions / (len(data) // 6) if len(data) >= 6 else 0.0
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def _check_nanokernel_resonance(self, data: bytes) -> float:
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"""Check nanokernel admission resonance"""
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if not data:
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return 0.0
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# Check for valid nanokernel patterns
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# Should have reasonable entropy and structural coherence
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entropy = self._calculate_entropy(data)
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coherence = self._calculate_coherence(data)
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return (entropy + coherence) / 2
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def _calculate_entropy(self, data: bytes) -> float:
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"""Calculate Shannon entropy"""
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if not data:
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return 0.0
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byte_counts = [0] * 256
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for byte in data:
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byte_counts[byte] += 1
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entropy = 0.0
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for count in byte_counts:
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if count > 0:
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p = count / len(data)
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entropy -= p * math.log2(p) if p > 0 else 0.0
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return entropy / 8.0
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def _calculate_coherence(self, data: bytes) -> float:
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"""Calculate structural coherence"""
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if len(data) < 2:
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return 0.0
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# Check for smooth transitions (small deltas)
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deltas = 0
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smooth_transitions = 0
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for i in range(len(data) - 1):
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delta = abs(data[i] - data[i+1])
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deltas += delta
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if delta < 32:
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smooth_transitions += 1
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if len(data) == 1:
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return 0.0
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return smooth_transitions / (len(data) - 1)
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def audit_channel(self, data: bytes, channel: MetaprobeChannel) -> MetaprobeState:
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"""Audit a channel and return metaprobe state"""
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resonance = self.check_resonance(data, channel)
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coherence = self._calculate_coherence(data)
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entropy = self._calculate_entropy(data)
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lawful = resonance >= self.threshold and coherence >= self.threshold
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state = MetaprobeState(
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channel=channel,
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resonance_score=resonance,
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structural_coherence=coherence,
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entropy=entropy,
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lawful=lawful,
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timestamp=0.0 # Would be real timestamp
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)
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# Store state
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self.states[channel].append(state)
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# Log audit
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self.audit_log.append(f"[{channel.name}] resonance={resonance:.3f} lawful={lawful}")
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return state
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def get_unified_audit(self) -> Dict[str, float]:
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"""Get unified audit across all channels"""
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audit = {}
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for channel, states in self.states.items():
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if states:
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avg_resonance = sum(s.resonance_score for s in states) / len(states)
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avg_coherence = sum(s.structural_coherence for s in states) / len(states)
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lawful_count = sum(1 for s in states if s.lawful)
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audit[channel.name] = {
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'resonance': avg_resonance,
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'coherence': avg_coherence,
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'lawful_rate': lawful_count / len(states)
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}
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return audit
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# ═══════════════════════════════════════════════════════════════════════════
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# Cross-System Metaprobe Collapse
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# Integrate metaprobe across all NES systems
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# ═══════════════════════════════════════════════════════════════════════════
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class CrossSystemMetaprobeCollapse:
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"""Collapses metaprobe across all NES systems"""
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def __init__(self):
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self.metaprobe = UnifiedMetaprobe()
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self.system_states: Dict[str, Dict] = {}
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def audit_system(self, system_name: str, data: bytes, channel: MetaprobeChannel):
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"""Audit a specific system"""
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state = self.metaprobe.audit_channel(data, channel)
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if system_name not in self.system_states:
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self.system_states[system_name] = {}
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self.system_states[system_name][channel.name] = {
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'resonance': state.resonance_score,
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'coherence': state.structural_coherence,
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'entropy': state.entropy,
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'lawful': state.lawful
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}
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def collapse_to_unified_state(self) -> Dict:
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"""Collapse all systems into unified metaprobe state"""
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unified = {
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'total_channels': len(MetaprobeChannel),
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'unified_audit': self.metaprobe.get_unified_audit(),
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'system_states': self.system_states,
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'overall_lawful_rate': 0.0,
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'overall_resonance': 0.0
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}
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# Calculate overall metrics
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total_states = sum(len(states) for states in self.metaprobe.states.values())
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if total_states > 0:
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lawful_count = sum(1 for states in self.metaprobe.states.values() for s in states if s.lawful)
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unified['overall_lawful_rate'] = lawful_count / total_states
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avg_resonance = sum(s.resonance_score for states in self.metaprobe.states.values() for s in states) / total_states
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unified['overall_resonance'] = avg_resonance
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return unified
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# ═══════════════════════════════════════════════════════════════════════════
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# Test / Demo
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# ═══════════════════════════════════════════════════════════════════════════
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def run_test():
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"""Run unified metaprobe collapse test"""
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print("=" * 70)
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print("UNIFIED METAPROBE STACK COLLAPSE")
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print("=" * 70)
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print("\n[*] Collapsing metaprobe across all NES systems:")
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print(" - NES GCL Square Wave Compression")
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print(" - NES OISC GCL LUT Architecture (JTAG)")
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print(" - Unified Shader GCL Audio Stack")
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print(" - Unified Cartridge Controller Stack (1-Wire UART)")
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print(" - Topological NanoKernel UART Stack")
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print(" - NES Sound Line DSP Math")
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collapse = CrossSystemMetaprobeCollapse()
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# Audit each system
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print("\n[*] Auditing systems...")
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# UART data
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uart_data = bytes([0x00, 0x10, 0x0F, 0x10, 0x20, 0x0E, 0x20, 0x30, 0x0D, 0x30])
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collapse.audit_system("UART_1WIRE", uart_data, MetaprobeChannel.UART_1WIRE)
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print(" UART_1WIRE: audited")
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# JTAG data
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jtag_data = bytes([0x00, 0x03, 0x00, 0x04, 0x00, 0x05, 0x00, 0x06, 0x00, 0x07, 0x00, 0x08])
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collapse.audit_system("JTAG_CONTROLLER", jtag_data, MetaprobeChannel.JTAG_CONTROLLER)
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print(" JTAG_CONTROLLER: audited")
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# Audio DSP data
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audio_data = bytes([0x00, 0x10, 0x0F, 0x10, 0x20, 0x0E, 0x20, 0x30, 0x0D])
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collapse.audit_system("AUDIO_DSP", audio_data, MetaprobeChannel.AUDIO_DSP)
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print(" AUDIO_DSP: audited")
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# GCL data
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gcl_data = bytes([ord('D'), 0x01, 0x02, 0x01, 0x00, ord('F'), 0x00, 0x10, 0x0F, 0x00])
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collapse.audit_system("GCL_COMPRESSION", gcl_data, MetaprobeChannel.GCL_COMPRESSION)
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print(" GCL_COMPRESSION: audited")
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# SUBLEQ data
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subleq_data = bytes([0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x30])
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collapse.audit_system("CARTRIDGE_CPU", subleq_data, MetaprobeChannel.CARTRIDGE_CPU)
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print(" CARTRIDGE_CPU: audited")
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# Nanokernel data
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nk_data = bytes([0x69, 0x33, 0x06, 0xd9, 0xcb, 0x68, 0x7e, 0x87])
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collapse.audit_system("NANOKERNEL", nk_data, MetaprobeChannel.NANOKERNEL)
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print(" NANOKERNEL: audited")
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# Collapse to unified state
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print("\n[*] Collapsing to unified state...")
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unified = collapse.collapse_to_unified_state()
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print("\n[*] Unified Audit:")
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for channel, metrics in unified['unified_audit'].items():
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print(f" {channel}:")
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print(f" Resonance: {metrics['resonance']:.3f}")
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print(f" Coherence: {metrics['coherence']:.3f}")
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print(f" Lawful Rate: {metrics['lawful_rate']:.3f}")
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print(f"\n[*] Overall Metrics:")
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print(f" Total Channels: {unified['total_channels']}")
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print(f" Overall Lawful Rate: {unified['overall_lawful_rate']:.3f}")
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print(f" Overall Resonance: {unified['overall_resonance']:.3f}")
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print("\n" + "=" * 70)
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print("METAPROBE COLLAPSE COMPLETE")
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print("=" * 70)
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print("\n[*] Single metaprobe engine across all NES systems")
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print("[*] Unified resonance checking and structural coherence")
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print("[*] Cross-system state tracking and audit trail")
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if __name__ == "__main__":
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run_test()
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