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Upload fso_visualizer.py with huggingface_hub

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fso_visualizer.py ADDED
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+ import time
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+ import math
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+
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+ class ManifoldVisualizer:
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+ """
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+ Law XII Component: The Aesthetic Eye
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+ Visualizes the multi-dimensional distribution of TGI atoms in Z_m^k.
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+ Projects Z_m^4 to a 2D (x, y) grid for terminal monitoring.
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+ """
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+ def __init__(self, m=256, k=4, screen_size=40):
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+ self.m = m
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+ self.k = k
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+ self.screen_size = screen_size
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+
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+ def project_to_2d(self, coord):
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+ """Project (x, y, z, w) in Z_m^4 to a 2D terminal (px, py) grid."""
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+ # Simple projection: (x + z) mod screen_size, (y + w) mod screen_size
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+ px = (coord[0] + coord[2]) % self.screen_size
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+ py = (coord[1] + coord[3]) % self.screen_size
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+ return px, py
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+
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+ def render_manifold(self, manifold):
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+ """Draw the topological distribution of atoms in the terminal."""
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+ grid = [[' ' for _ in range(self.screen_size)] for _ in range(self.screen_size)]
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+
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+ # Populate the grid with atoms by fiber type
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+ fiber_symbols = {1: 'L', 2: 'K', 3: 'A', 0: 'B'}
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+
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+ for coord, atom in manifold.items():
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+ px, py = self.project_to_2d(coord)
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+ grid[py][px] = fiber_symbols.get(atom['fiber'], '*')
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+
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+ print("\n" + "=" * (self.screen_size + 2))
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+ print(" TGI MANIFOLD MAP (L=Logic, K=Knowledge, A=Aesthetics)")
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+ print("=" * (self.screen_size + 2))
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+ for row in grid:
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+ print("|" + "".join(row) + "|")
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+ print("=" * (self.screen_size + 2))
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+ print(f"Total Nodes: {len(manifold)} | Projection: (x+z, y+w) mod {self.screen_size}")
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+
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+ if __name__ == "__main__":
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+ visualizer = ManifoldVisualizer()
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+ # Mock manifold
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+ mock_manifold = {
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+ (10, 20, 30, 40): {'fiber': 1},
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+ (100, 150, 200, 250): {'fiber': 2},
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+ (50, 50, 50, 50): {'fiber': 3},
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+ (255, 0, 255, 0): {'fiber': 0}
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+ }
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+ visualizer.render_manifold(mock_manifold)