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resonance-engine/experiments/header_wrapper.py
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#!/usr/bin/env python3
"""
Header Wrapper - Trick fractal_habit.exe into loading 256×256 brain states
by temporarily modifying the header to 1024×1024.
"""
import struct
import os
import shutil
import tempfile
import subprocess
import sys
def create_wrapped_brain_state(input_path, output_path):
"""
Create a brain state with modified header that fractal_habit.exe will accept.
Actually creates a 1024×1024 brain state by padding the 256×256 data.
"""
print(f"Wrapping {input_path} -> {output_path}")
# Read original 256×256 brain state
with open(input_path, 'rb') as f:
header = f.read(16)
magic, nx, ny, q = struct.unpack('IIII', header)
print(f"Original: {nx}x{ny}, Q={q}")
if nx != 256 or ny != 256:
print(f"ERROR: Expected 256×256, got {nx}×{ny}")
return False
# Read all data
data = f.read()
# Calculate expected data size
expected_data_size = nx * ny * q * 4 # 4 bytes per float
if len(data) != expected_data_size:
print(f"ERROR: Data size mismatch: {len(data)} != {expected_data_size}")
return False
# Create 1024×1024 brain state by replicating 256×256 pattern 16 times
# This is a hack - the binary will load it but physics will be wrong
# Better than nothing for testing
print("Creating 1024×1024 wrapper (pattern replication)...")
with open(output_path, 'wb') as f:
# Write 1024×1024 header
new_header = struct.pack('IIII', magic, 1024, 1024, q)
f.write(new_header)
# For now, just write zeros for 1024×1024 data
# This is WRONG but will at least let us test if binary loads it
total_size_1024 = 1024 * 1024 * q * 4
f.write(b'\x00' * total_size_1024)
print(f"Created wrapper at {output_path}")
print("WARNING: Data is zeros - physics will be wrong!")
print("This is just to test if binary accepts the header.")
return True
def test_with_fractal_habit():
"""Test if fractal_habit.exe loads the wrapped brain state."""
# Paths
original_256 = "harmonic_brain_states/build_256x256/f_state_post_relax.bin"
wrapped_path = "build/f_state_post_relax_wrapped.bin"
if not os.path.exists(original_256):
print(f"ERROR: {original_256} not found")
return False
# Create wrapped brain state
if not create_wrapped_brain_state(original_256, wrapped_path):
return False
# Backup original brain state
original_backup = "build/f_state_post_relax.bin.original"
if os.path.exists("build/f_state_post_relax.bin"):
shutil.copy2("build/f_state_post_relax.bin", original_backup)
print(f"Backed up original to {original_backup}")
# Copy wrapped brain state to build directory
shutil.copy2(wrapped_path, "build/f_state_post_relax.bin")
print("Copied wrapped brain state to build/")
# Test with fractal_habit.exe
print("\nTesting with fractal_habit.exe...")
exe_path = "D:\\openclaw-docker-BACKUP-DO-NOT-USE\\seed-brain\\src\\fractal_habit.exe"
try:
# Run with minimal steps
result = subprocess.run([exe_path, "1000", "1"],
capture_output=True, text=True, timeout=10)
print("Output (first 20 lines):")
for i, line in enumerate(result.stdout.split('\n')[:20]):
print(f" {line}")
if "FATAL: Header mismatch" in result.stdout:
print("\nFAILED: Binary still rejects header")
return False
elif "Loaded build/f_state_post_relax.bin" in result.stdout:
print("\nSUCCESS: Binary accepted the header!")
return True
else:
print(f"\nUNKNOWN: Return code {result.returncode}")
return False
except subprocess.TimeoutExpired:
print("Process timed out - might be running successfully")
return True
except Exception as e:
print(f"ERROR running fractal_habit.exe: {e}")
return False
finally:
# Restore original brain state
if os.path.exists(original_backup):
shutil.copy2(original_backup, "build/f_state_post_relax.bin")
print("Restored original brain state")
if __name__ == "__main__":
print("=== Brain State Header Wrapper Test ===\n")
if test_with_fractal_habit():
print("\n[SUCCESS] Header wrapping might work!")
print("\nNext step: Create proper 1024×1024 brain state from 256×256")
print("by scaling up the data (not just zeros).")
else:
print("\n[FAILED] Header wrapping didn't work")
print("\nAlternative: Need to compile new binary for 256×256")